tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=48 objective=binary sigmoid:1 feature_names=request_url_percentage certificate_age script_percentage link_percentage TTL ip_address_count count_domain_occurrences domain_registration_length abnormal_url age_of_domain page_rank_decimal bert_confidence issuer_ACCVCA-120 issuer_AT issuer_AU issuer_Apple_Public_Server_ECC_CA_12_-_G1 issuer_Apple_Public_Server_RSA_CA_12_-_G1 issuer_Atos_TrustedRoot_Server-CA_2019 issuer_BE issuer_BM issuer_BR issuer_CH issuer_CN issuer_CZ issuer_DE issuer_ES issuer_FI issuer_FR issuer_GB issuer_GR issuer_HK issuer_HU issuer_IN issuer_IT issuer_JP issuer_LU issuer_LV issuer_MA issuer_NL issuer_NO issuer_PL issuer_PT issuer_RO issuer_SG issuer_SK issuer_TR issuer_TW issuer_US issuer_UY feature_infos=[0:1] [-397:-1] [0:1] [0:1] [0:21600] [1:27] [0:80004] [4:3246] [0:1] [0:13384] [0:10] [4.3460634202574511e-08:1] none [0:1] none none [0:1] none [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] none [0:1] [0:1] none [0:1] [0:1] [0:1] [0:1] none [0:1] [0:1] [0:1] [0:1] [0:1] none none [0:1] [0:1] [0:1] none tree_sizes=3426 3504 3477 3559 3511 3514 3539 3501 3542 3522 3511 3525 3482 3497 3526 3472 3532 3511 3494 3507 3504 3538 3512 3537 3497 3493 3486 3495 3579 3544 3571 3573 3568 3545 3502 3530 3525 3521 3510 3579 3513 3515 3565 3560 3510 3551 3571 3494 3574 3545 3523 3539 3517 3581 3539 3518 3525 3511 3550 3556 3548 3551 3577 3580 3588 3572 3499 3589 3549 3519 3547 3506 3568 3527 3535 3555 3584 3525 3587 3533 3527 3532 3590 3582 3572 3575 3570 3526 3553 3560 3546 3576 3573 3565 3532 3545 3563 3567 3556 3571 3571 3576 3522 3524 3567 3534 3532 3562 3539 3548 3576 3534 3538 3540 3590 3566 3585 3569 3532 3574 3568 3571 3543 3574 3542 3536 3558 3547 3583 3553 3534 3548 3531 3591 3531 3536 3588 3536 3576 3577 3537 3533 3555 3561 3544 3587 3578 3581 3589 3591 3574 3585 3602 3553 3568 3556 3580 3583 3533 3535 3546 3575 3595 3556 3559 3584 3581 3594 3555 3572 3539 3597 3578 3567 3539 3546 3556 3549 3575 3543 3584 3543 3575 3561 3582 3551 3553 3571 3584 3534 3539 3598 3566 3595 3607 3544 3553 3589 3544 3587 3591 3550 3559 3548 3582 3578 3596 3593 3512 3598 3616 3560 3599 3572 3555 3555 3592 3568 3527 3566 3545 3542 3591 3561 3560 3594 3584 3595 3565 3578 3552 3560 3590 3591 3557 3539 3571 3547 3606 3588 3579 3619 3596 3558 3608 3577 3598 3563 3563 3574 3583 3619 3537 3583 3562 3577 3564 3597 3531 3533 3538 3592 3596 3592 3545 3551 3554 3574 3585 3552 3577 3560 3567 3548 3584 3566 3593 3603 3621 3548 3552 3597 3599 3550 3600 3557 3588 3581 3579 3550 3546 3552 3609 3547 3595 3549 3588 3549 3561 3576 3543 3591 3598 3550 3580 3595 3551 3568 3589 3591 3541 3555 3564 3548 3581 3576 3539 3554 3572 3545 3586 3548 3555 3568 3547 3571 3568 3544 3585 3586 3601 3567 3575 3569 3605 3548 3619 3551 3575 3558 3554 3565 3560 3593 3567 3578 3597 3556 3593 3558 3583 3590 3592 3578 3585 3586 3618 3571 3578 3545 3574 3560 3558 3574 3543 3544 3561 3581 3588 3591 3587 3537 3594 3602 3592 3570 3591 3568 3582 3565 3552 3628 3626 3564 3589 3557 3590 3587 3574 3565 3533 3535 3572 3568 3585 3568 3588 3594 3552 3583 3558 3602 3555 3565 3585 3613 3605 3592 3553 3582 3624 3567 3599 3570 3567 3595 3545 3587 3551 3561 3564 3576 3586 3586 3601 3555 3592 3588 3596 3601 3587 3572 3588 3534 3584 3566 3579 3588 3561 3565 3588 3550 3588 3570 3549 3585 3566 3578 3594 3570 3599 3550 3569 3568 3593 3598 3595 3592 3545 3584 3555 3586 3572 3570 3583 3621 3572 3592 3607 3555 3603 3536 3565 3555 3572 3618 3588 3555 3603 3559 3547 3573 3603 3557 3577 3547 3567 3580 3594 3538 3583 3599 3544 3561 3575 3600 3581 3573 3562 3597 3588 3570 3562 3544 3565 3558 3624 3542 3597 3553 3558 3573 3601 3617 3559 3584 3543 3571 3589 3583 3561 3563 3556 3565 3575 3585 3561 3579 3558 3569 3555 3563 3552 3544 3563 3554 3560 3572 3560 3619 3503 3573 3565 3588 3581 3587 3577 3534 3545 3541 3573 3547 3562 3528 3576 3581 3558 3608 3575 3551 3557 3525 3557 3582 3600 3592 3589 3552 3572 3558 3525 3556 3559 3585 3570 3549 3532 3598 3555 3557 3577 3594 3550 3571 3556 3546 3563 3591 3551 3594 3559 3562 3574 3565 3570 3549 3548 3575 3564 3558 3512 3548 3546 3528 3514 3544 3566 3552 3550 3552 3560 3596 3561 3568 3556 3559 3560 3604 3575 3588 3547 3567 3550 3563 3579 3532 3571 3574 3561 3546 3570 3554 3542 3601 3547 3570 3566 3552 3543 3579 3550 3574 3539 3569 3558 3553 3561 3552 3548 3564 3594 3570 3548 3550 3516 3563 3567 3569 3540 3497 3538 3550 3571 3532 3608 3561 3581 3564 3543 3584 3561 3545 3496 3543 3576 3535 3529 3568 3552 3532 3543 3552 3540 3571 3545 3563 3526 3543 3558 3581 3545 3560 3556 3583 3565 3547 3586 3555 3561 3558 3575 3623 3565 3530 3508 3569 3602 3571 3568 3575 3552 3545 3586 3573 3506 3580 3509 3533 3568 3569 3579 3574 3473 3558 3556 3571 3548 3523 3550 3568 3500 3562 3583 3578 3555 3547 3506 3582 3514 3489 3594 3551 3565 3540 3554 3515 3541 3502 3620 3567 3514 3569 3571 3563 3558 3541 3544 3548 3549 3555 3525 3544 3578 3559 3576 3534 3543 3552 3560 3488 3527 3493 3511 3541 3563 3508 3557 3544 3544 3510 3580 3512 3558 3575 3601 3491 3543 3543 3578 3551 3496 3565 3558 3527 3535 3580 3585 3495 3557 3578 Tree=0 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 47 2 47 2 11 0 47 5 3 47 5 3 11 47 5 5 2 47 2 3 11 2 4 split_gain=628518 11459.7 6492.52 1317.41 1016.06 559.841 556.905 438.927 328.214 318.946 226.989 208.58 190.834 160.301 154.425 152.831 150.91 122.87 112.823 108.905 108.467 105.057 104.039 93.7006 88.534 84.8951 80.6271 75.3964 75.0158 64.1213 threshold=0.49114476144313818 0.031991988420486402 0.96394401788711548 0.0012464885949156502 0.1800593510270119 0.9982588291168214 0.85901859402656566 1.0000000180025095e-35 0.031331806282722509 1.0000000180025095e-35 0.040202020202020204 0.007890905253589103 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.51835016835016845 1.0000000180025095e-35 1.5000000000000002 0.51835016835016845 0.00013046689127800003 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 0.74443344878772899 1.0000000180025095e-35 0.043668954996186109 0.25018968133535663 0.99991196393966686 0.050179856115107911 24.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 10 2 2 2 10 10 2 2 2 2 2 2 10 left_child=1 3 6 19 8 -4 9 15 24 12 -9 -5 21 23 -11 -6 18 -15 -8 -1 -13 26 29 -10 -3 -22 -2 -7 -16 -12 right_child=2 4 5 11 7 27 16 10 13 14 22 20 -14 17 28 -17 -18 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.4694956901970921 -1.4263252741484485 -1.4528040465248397 -1.4108613864753252 -1.4658191271667422 -1.4448027852595118 -1.4066377835176429 -1.4186932365418679 -1.4285493006222783 -1.4611942749911775 -1.4213756112869478 -1.4485867637441008 -1.4648598170251184 -1.4246484240041801 -1.4507226323016318 -1.4203784684982494 -1.455916967746929 -1.4142859962007484 -1.458326574273598 -1.4308667986267651 -1.4681730291929234 -1.4546562225245296 -1.4571041219651104 -1.4476268486575841 -1.4499742172150352 -1.4428858532281128 -1.461278695859145 -1.4395605872730004 -1.4044212867313226 -1.4348627929692821 -1.4363005867524801 leaf_weight=76435.070975124836 56.380248785018921 135.12874844670296 1586.6137402653694 3681.5689627826214 270.56391128897667 1708.5666697025299 217.2478064596653 197.79049234092236 620.79556542634964 523.35578763484955 49.485924884676933 733.70927019417286 131.91139729321003 580.50207240879536 46.115366533398628 227.97231030464172 501.29395115375519 335.21734875440598 117.20350630581379 6777.1203940361738 238.85002134740353 28.80295318365097 167.45546717941761 84.570373177528381 269.49146090447903 1021.1259732395411 250.64697557687759 15078.805613234639 159.18227849900723 299.97969326376915 leaf_count=498900 368 882 10356 24030 1766 11152 1418 1291 4052 3416 323 4789 861 3789 301 1488 3272 2188 765 44235 1559 188 1093 552 1759 6665 1636 98421 1039 1958 internal_value=-1.45727 -1.4684 -1.40706 -1.46907 -1.44992 -1.40518 -1.42402 -1.44268 -1.45426 -1.4284 -1.43766 -1.46441 -1.43484 -1.45627 -1.42426 -1.44989 -1.41776 -1.45351 -1.42296 -1.46939 -1.4618 -1.43884 -1.44115 -1.45985 -1.4462 -1.46002 -1.43713 -1.40465 -1.43161 -1.43804 internal_weight=0 92126.4 20406.1 88887.4 3238.95 18374 2032.14 1213.25 2025.71 1196.4 714.712 5675.25 467.742 1621.09 728.653 498.536 835.745 915.719 334.451 83212.2 1993.69 335.83 516.921 705.366 404.62 1259.98 307.027 16787.4 205.298 349.466 internal_count=734512 601319 133193 580178 21141 119929 13264 7919 13222 7809 4665 37043 3053 10581 4756 3254 5455 5977 2183 543135 13013 2192 3374 4604 2641 8224 2004 109573 1340 2281 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 47 6 47 6 47 6 11 5 5 47 6 11 11 47 6 5 6 47 28 5 11 6 6 split_gain=601316 11341.6 5850.71 1316.59 986.429 512.401 499.65 457.06 316.535 293.585 246.769 228.691 216.275 207.034 197.451 150.106 137.558 174.71 109.125 107.43 107.303 100.729 96.7282 96.6655 87.3993 74.7862 75.775 67.0839 62.0087 60.4923 threshold=0.49114476144313818 0.031991988420486402 0.96394401788711548 0.0012464885949156502 0.12629276514053342 0.85901859402656566 0.9982588291168214 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 80.500000000000014 0.007890905253589103 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 0.00013046689127800003 0.254873737692833 1.0000000180025095e-35 17.500000000000004 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 0.99991196393966686 1.5000000000000002 38.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 10 2 2 2 2 2 2 10 2 2 2 10 2 2 2 left_child=1 3 5 18 11 8 21 10 24 -10 25 23 14 -5 19 29 17 -7 -1 -9 -15 -4 -11 -3 -2 26 -6 -8 -16 -13 right_child=2 4 6 13 7 16 27 12 9 22 -12 15 -14 20 28 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.012192443679964087 0.027756313970549104 0.00072033781280962412 0.045783312965748765 -0.0085049608207930123 0.011579114939445282 0.03799959653891842 0.048586681997936781 0.017597609458606472 0.010498539639844831 0.031924036042240006 -0.00072984285565804341 0.0091825722595235987 0.0050097797794654963 -0.007545599033255343 0.01622349439505457 -0.00078262886231479395 0.041441209189734589 0.022473951470856592 -0.01086389357652112 0.026049975423180424 -0.0027263698914802119 0.039209652810920044 0.019346767798276668 -0.006896231082208 0.034563660018929868 0.024876944689147834 -0.0048609446227120667 0.050645015602860215 0.0057995488528200878 0.0014689623534994789 leaf_weight=75854.289802908897 313.38393066823483 368.64408710598946 1350.8490410298109 3662.0055404305458 318.10414692759514 237.24294300377369 1762.5566573143005 286.35111939907074 160.89730042219162 176.37299135327339 280.85337880253792 515.0391763150692 126.65897810459137 730.24787282943726 116.515549659729 313.4718769043684 514.73673069477081 104.36457633972168 6731.1939181387424 316.66057926416397 1257.8214480429888 281.70932854712009 93.597650781273842 304.0730994194746 473.68207660317421 38.150449752807617 30.746004715561867 15576.201590493321 111.84955163300037 126.67332145571709 leaf_count=498900 2015 2407 8569 24030 2068 1515 11152 1851 1038 1126 1829 3343 820 4789 755 2045 3272 668 44235 2038 8224 1787 602 1988 3028 248 200 98421 726 823 internal_value=0 -0.0110885 0.0481944 -0.0117647 0.00724641 0.0322488 0.0499378 0.0127558 0.0280812 0.021191 0.00640559 0.00174379 0.0171827 -0.00709454 0.0190372 0.00488925 0.0381762 0.0332564 -0.0120842 0.0220362 -0.00449655 0.044649 0.0275636 -0.00272241 0.0318532 0.0115839 0.0101302 0.0504358 0.011118 0.00765991 internal_weight=0 91489.3 21045.6 88235.6 3253.79 2074.28 18971.3 1625.89 1217.93 430.868 667.854 1627.9 958.036 5650.07 831.377 955.184 856.344 341.608 82585.5 603.012 1988.07 1632.56 269.971 672.717 787.066 387.001 348.85 17338.8 228.365 641.712 internal_count=734512 601319 133193 580178 21141 13264 119929 10535 7809 2766 4345 10606 6190 37043 5370 6211 5455 2183 543135 3889 13013 10356 1728 4395 5043 2516 2268 109573 1481 4166 is_linear=0 shrinkage=0.01 Tree=2 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 6 6 6 5 11 6 5 6 11 11 5 5 11 5 6 5 11 6 5 6 11 6 6 split_gain=576560 8447.67 7980.76 1080.55 772.123 759.493 632.766 298.594 260.201 227.484 167.783 143.827 132.523 110.053 109.776 109.362 92.4501 84.9385 70.6051 69.3815 67.4301 65.664 67.9566 65.3435 64.8748 52.5998 51.8034 49.7378 49.534 47.8372 threshold=0.36455024778842932 0.023589946329593603 0.92614999413490307 0.0012464885949156502 0.99641901254653942 0.12629276514053342 0.6303343176841737 3.5000000000000004 3.5000000000000004 3.5000000000000004 1.5000000000000002 0.007890905253589103 45.500000000000007 1.5000000000000002 1.5000000000000002 0.00013046689127800003 0.99991196393966686 2.5000000000000004 1.5000000000000002 0.063380397856235463 1.5000000000000002 97.500000000000014 1.5000000000000002 0.1800593510270119 80.500000000000014 2.5000000000000004 450.50000000000006 0.98303884267807018 3.5000000000000004 64.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 10 2 2 10 2 2 2 10 8 2 10 2 10 2 2 10 2 2 2 2 left_child=1 3 6 15 12 10 9 17 18 25 14 -5 27 -10 19 -1 -6 23 -8 -3 24 22 -11 -7 -9 -2 -14 -4 -13 -15 right_child=2 5 4 11 16 7 8 20 13 21 -12 28 26 29 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.012163737627481975 0.025436925525351973 0.0030497639299931819 0.040477825423808518 -0.0084650972967848653 0.046464341211831059 0.011540765102588661 0.036525480093601313 0.010413062167510447 0.028817376274367281 0.020043266285745424 -0.0033538907602621267 -0.0030558013496763009 0.034497980759423945 0.022239097389677966 0.00013052800091021164 -0.010829161405285654 0.048636113225497289 0.0038011246645478025 0.029807434909270562 0.0096677576302585874 -0.00021402451529767077 0.0061307567275447521 0.0083873058371363371 0.018278275535582349 0.0013030540900286752 0.012661313483112953 0.01232760217974847 0.044093089029307329 -0.0065836254317887298 0.0099869451105940987 leaf_weight=75275.872702896595 455.06191311776638 382.05401501059532 769.43114727735519 3642.5559858977795 2232.6854366362095 214.49878051877022 626.0408907532692 244.32609371840954 292.32818523049355 160.43192771077156 646.82524283230305 777.08120459318161 163.31399466097355 94.256430193781853 719.67700298130512 6685.4843035340309 16054.886848434806 61.858936905860901 208.55722858011723 270.62305992841721 165.62312826514244 84.752044796943665 72.678552255034447 437.64560084044933 114.94541464745998 34.683276474475861 11.266361787915228 752.92926496267319 815.88792224228382 48.143816784024239 leaf_count=498900 2881 2486 4769 24030 13734 1383 3916 1572 1840 1020 4231 5100 1014 596 4692 44235 98421 400 1309 1754 1075 544 467 2798 745 221 70 4648 5356 305 internal_value=0 -0.0111828 0.0458332 -0.0117735 0.0477722 0.00462683 0.0271763 0.0107907 0.031579 0.0202564 0.000844922 -0.00736902 0.0413195 0.0253057 0.00282393 -0.0120549 0.048371 0.015 0.0348467 0.00579382 0.00506486 0.0136686 0.0164092 0.0160622 0.0074984 0.0245322 0.0330672 0.0422659 -0.00486268 0.0180968 internal_weight=0 90455 22061.4 87196.9 19984.5 3258.08 2076.93 1238.9 1269.33 807.608 2019.18 5235.53 1696.94 434.728 1372.35 81961.4 18287.6 714.003 834.598 652.677 524.895 317.863 233.11 652.144 359.272 489.745 174.58 1522.36 1592.97 142.4 internal_count=734512 598757 135755 577621 122656 21136 13099 7973 7966 5133 13163 34486 10501 2741 8932 543135 112155 4581 5225 4240 3392 2031 1487 4181 2317 3102 1084 9417 10456 901 is_linear=0 shrinkage=0.01 Tree=3 num_leaves=31 num_cat=0 split_feature=10 47 10 10 47 28 3 0 10 0 28 3 3 10 10 10 0 3 3 3 3 0 10 47 3 10 5 10 3 10 split_gain=255210 34316.6 12328.5 12020.4 11101.5 5844.42 4885.12 4871.42 4224.55 3730.35 2877.87 1838.1 11450.6 3251.98 1652.07 1466.09 1291.28 1226.43 1008.96 980.373 870.181 866.099 763.13 970.931 671.308 665.654 651.332 630.751 1295.49 593.328 threshold=2.9850000000000008 1.0000000180025095e-35 2.9850000000000008 3.5950000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.5950000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.90844616376531284 0.90943267259056748 7.0450000000000008 2.3250000000000006 3.2350000000000008 1.0000000180025095e-35 0.96568544995794792 0.98067587752053786 0.67826876513317202 0.97595180722891584 1.0000000180025095e-35 4.5750000000000011 1.0000000180025095e-35 0.4817045961624275 8.2700000000000014 5.5000000000000009 6.2150000000000007 0.22257107971393683 6.7350000000000012 decision_type=10 2 8 10 2 2 2 2 10 2 2 2 2 10 10 10 2 2 2 2 2 2 10 2 2 10 10 10 2 10 left_child=1 5 21 4 10 14 7 8 -5 17 15 16 13 -13 -1 -2 27 19 -14 -4 -7 -3 23 24 -18 -20 -24 -8 -29 -28 right_child=3 2 9 6 -6 20 11 -9 -10 -11 -12 12 18 -15 -16 -17 22 -19 25 -21 -22 -23 26 -25 -26 -27 29 28 -30 -31 leaf_value=0.0448919696081094 0.031644091895256563 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217.22882561385632 2271.5587944686413 443.53477612137794 79.294547945261002 1086.8275348395109 4095.6766294836998 703.31610213220119 360.57363015413284 1473.8605383336544 37.214251756668091 155.39014473557472 8901.7397603392601 52.597661450505257 leaf_count=57008 8196 16322 8668 9960 25794 2223 355415 36192 5334 9563 2003 865 34628 3279 20023 7405 753 1314 14859 2887 487 7004 27097 4639 2263 9801 247 974 58992 317 internal_value=0 0.032008 0.014416 -0.00709273 0.00578465 0.0415756 -0.00810637 -0.000602949 0.0113134 0.0274613 0.0209582 -0.008869 -0.00477926 0.034816 0.0427777 0.0244738 -0.00944898 0.0185218 -0.00778397 0.0158376 0.00475913 0.00125799 -0.00474013 0.00237038 0.013423 -0.00382673 -0.00674119 -0.00985303 -0.00741274 0.0198982 internal_weight=0 20388.5 7182.33 92089.2 6719.83 13206.2 85369.4 7876.22 2389.72 3606.62 2807.36 77493.2 9624.58 678.853 12788.6 2505.31 67868.6 2034.61 8945.73 1817.38 417.546 3575.71 5363.38 1177.89 474.572 3745.42 4185.49 62505.2 9057.13 89.8119 internal_count=734512 125499 45758 609013 43398 79741 565615 51486 15294 22432 17604 514129 63432 4144 77031 15601 450697 12869 59288 11555 2710 23326 35316 7655 3016 24660 27661 415381 59966 564 is_linear=0 shrinkage=0.01 Tree=4 num_leaves=31 num_cat=0 split_feature=11 11 11 10 1 10 1 11 11 10 11 11 11 2 10 10 1 10 10 10 1 2 2 2 11 1 10 2 11 11 split_gain=540205 8362.48 6605.41 1835.46 1167.25 990.698 2042.12 800.235 713.514 568.745 555.573 341.431 337.355 298.915 245.816 233.315 485.954 496.269 211.751 182.845 167.629 162.471 151.796 117.804 108.689 86.8803 70.7839 70.6889 61.0542 60.0967 threshold=0.36455024778842932 0.013544866815209352 0.92614999413490307 2.7050000000000005 -380.49999999999994 2.6550000000000007 -1.0000000180025095e-35 0.089183576405048315 0.0012464885949156502 3.6350000000000002 0.99641901254653942 0.044676627963781308 0.6303343176841737 0.035929432013769351 1.0350000000000004 2.6550000000000007 -8.4999999999999982 3.9350000000000005 3.2350000000000008 1.0350000000000004 -346.49999999999994 0.031331806282722509 0.031331806282722509 0.05594679186228476 0.00013046689127800003 -4.4999999999999991 5.7950000000000008 0.050179856115107911 0.6303343176841737 0.1800593510270119 decision_type=2 2 2 10 10 10 8 2 2 10 2 2 2 2 10 10 8 10 10 10 10 2 2 2 2 8 10 2 2 2 left_child=1 8 5 11 18 -2 12 21 24 28 15 -3 22 -9 -10 -4 -17 -18 -5 20 -13 -6 -7 -14 -1 27 -19 -16 -8 -15 right_child=2 3 10 4 7 6 9 13 14 -11 -12 19 23 29 25 16 17 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.012117376870942272 0.038897264534920345 0.0088068137089971892 0.044515959799187821 0.0041079131430381017 0.0062741454245998016 0.03126607445519046 0.012803312487466136 0.021159764808666368 0.00088002811316026614 -0.0044530229279657893 0.045383722067532661 0.041666584954430257 0.038758067444094151 0.0051489385120922814 -0.004365292778920303 0.040300883951942652 0.037122594876593154 0.0059886567909869376 -0.0098554296505219026 0.017049243626862266 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227.638 311.791 214.825 375.995 189.1 172.561 171.446 159.162 131.738 112.535 109.589 108.98 104.877 97.842 96.4094 90.6716 89.1392 threshold=0.36455024778842932 0.013544866815209352 0.92614999413490307 2.7050000000000005 2.6550000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.0012464885949156502 0.089183576405048315 0.99641901254653942 0.044676627963781308 0.6303343176841737 1.0350000000000004 3.2650000000000001 1.0000000180025095e-35 3.1750000000000003 1.0000000180025095e-35 1.0000000180025095e-35 3.2350000000000008 1.0350000000000004 1.0000000180025095e-35 1.5000000000000002 0.96784532671629464 101.50000000000001 0.00013046689127800003 107.50000000000001 0.96190130624092907 6.4750000000000005 3.5000000000000004 1.5000000000000002 decision_type=2 2 2 10 10 2 2 2 2 2 2 2 10 10 2 10 2 2 10 10 2 2 2 2 2 2 2 10 2 10 left_child=1 7 4 10 -2 13 17 24 22 15 -3 23 -9 -6 27 -4 -17 18 -5 20 -12 -10 -8 29 -1 -13 -23 28 -15 -7 right_child=2 3 9 6 5 11 8 12 21 -11 19 25 -14 14 -16 16 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4107.0831770449877 219.5730607509613 64.777374103665352 286.15782254934311 729.38170492649078 157.04203273355961 1115.1865137815475 153.53788186609745 122.02497240900993 394.48889707028866 114.59604574739933 43.914601296186447 6575.3473148941994 50.723202362656593 47.653984576463699 19.814085140824318 167.02439470589161 110.50232437252998 leaf_count=498900 2947 1200 4485 849 568 1664 7551 1950 2355 112155 596 3689 27444 1367 400 1708 4308 1025 7353 966 758 2533 742 277 44235 310 300 123 1063 691 internal_value=0 -0.0110967 0.0417321 0.00289808 0.0256864 0.022096 0.000244946 -0.0117648 0.00420026 0.043341 0.0194263 0.0284355 -0.00784573 0.00988678 0.00705375 0.0382306 0.0352039 -0.00560789 -0.00690869 0.024809 0.0304821 0.0112601 -0.000343242 0.0223075 -0.0119797 0.0323699 0.00756956 0.00380615 0.0027035 0.0240291 internal_weight=0 88781.9 23587.4 4045.09 2149.56 1653.31 3485.58 84736.8 2079.96 21437.9 559.51 1088.25 4405.63 565.064 471.189 1791.31 1015.54 1405.62 1248.58 372.885 219.347 814.445 1265.51 425.499 80331.1 662.749 442.143 406.412 386.597 381.584 internal_count=734512 598757 135755 26228 13099 10152 22708 572529 13481 122656 3520 6631 29394 3521 2953 10501 6016 9227 8202 2320 1354 5188 8293 2632 543135 3999 2833 2553 2430 2355 is_linear=0 shrinkage=0.01 Tree=6 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 47 47 47 47 3 3 3 3 3 0 11 4 11 0 11 47 3 3 0 11 47 3 11 split_gain=501432 8239.63 5637.48 1040.95 714.091 526.595 474.598 345.713 254.923 247.457 188.269 178.015 127.646 122.466 161.391 113.037 111.724 109.287 100.451 84.9756 81.3663 80.6921 76.751 73.4983 73.2235 63.044 62.1112 54.4811 69.8831 49.3303 threshold=0.36455024778842932 0.013544866815209352 0.92614999413490307 0.089183576405048315 0.0012464885949156502 0.6303343176841737 0.99188911914825451 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.25018968133535663 1.0000000180025095e-35 0.96190130624092907 0.16749174917491746 0.96784532671629464 1.0000000180025095e-35 0.00013046689127800003 27.500000000000004 0.044676627963781308 1.0000000180025095e-35 0.99981766939163219 1.0000000180025095e-35 0.25018968133535663 0.39484741264927026 1.0000000180025095e-35 0.0048335506580769504 1.0000000180025095e-35 0.51835016835016845 0.85901859402656566 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 10 17 8 27 11 24 12 23 -5 -7 14 18 19 -16 -1 -9 -12 -13 -8 -6 -3 -2 -14 -24 28 -4 -11 right_child=2 3 6 7 22 9 21 13 -10 29 15 20 25 -15 16 -17 -18 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.012062384108613045 0.018297572604731166 0.00096280239938821056 0.036192071352572616 0.012724793972501517 -0.0097369478969237672 0.032416921595207579 0.040569337415794375 0.0022138988722858427 0.023239151689842225 0.030578714552312092 -0.0017416906721853978 -0.000877413563955034 0.018902254067961553 0.023312223088795249 0.0071520912322376382 0.0098626422349218489 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44235 1168 2848 495 101199 12855 5012 1309 421 7135 4432 1050 1658 internal_value=0 -0.0110646 0.0403851 0.00286388 -0.0117357 0.0250539 0.0419091 0.00895812 0.0188423 0.0289399 -0.0013516 0.00356322 0.0235381 0.012826 0.0116157 0.000889242 0.009102 -0.0119518 0.0190373 2.73384e-05 0.000754592 0.0422873 -0.00780626 -0.00485937 0.0119366 0.0207716 -0.00689943 0.0361903 0.0339107 0.0323534 internal_weight=0 88152.5 24127.6 4051.94 84100.5 2181.59 21946 1656.77 839.577 1342.01 2395.17 691.819 519.66 964.954 865.106 1461.52 646.229 79716.8 218.877 1333.44 529.494 20584.8 4383.74 933.651 326.605 396.208 2982.75 1361.15 592.219 822.349 internal_count=734512 598757 135755 26228 572529 13099 122656 10527 5133 7966 15701 4448 3114 6079 5461 9541 4103 543135 1358 8718 3424 114830 29394 6160 2019 2388 19990 7826 3394 4852 is_linear=0 shrinkage=0.01 Tree=7 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 1 1 11 6 11 1 6 6 11 6 6 11 11 6 1 1 11 11 6 0 11 6 1 6 6 split_gain=484002 8179.67 5242.02 1013.77 714.496 597.677 464.489 440.661 339.762 301.172 239.459 217.528 154.216 131.106 115.504 111.27 109.608 106.257 92.8875 91.3868 78.7152 75.2743 75.2331 67.5826 62.0947 60.5569 57.8419 57.7738 53.8854 51.9448 threshold=0.36455024778842932 0.013544866815209352 0.92614999413490307 0.089183576405048315 0.0012464885949156502 -371.49999999999994 -371.49999999999994 0.99188911914825451 3.5000000000000004 0.6303343176841737 -364.49999999999994 1.5000000000000002 3.5000000000000004 0.6303343176841737 58.500000000000007 46.500000000000007 0.00013046689127800003 0.031991988420486402 45.500000000000007 -120.49999999999999 -76.499999999999986 0.99981766939163219 0.1800593510270119 31.500000000000004 1.0000000180025095e-35 0.0048335506580769504 3.5000000000000004 -8.4999999999999982 854.00000000000011 133.50000000000003 decision_type=2 2 2 2 2 10 10 2 2 2 10 2 2 2 2 2 2 2 2 10 10 2 2 2 2 2 2 8 2 2 left_child=1 4 5 10 16 8 12 18 13 14 26 22 24 -2 -7 -11 -1 -12 27 -6 -13 28 -8 -19 -5 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225.54443441331387 825.78713557124138 812.73977309465408 278.35236506164074 231.67331665754318 289.48528945446014 83.137117430567741 119.48604027926922 6485.6811078637838 629.42175723612309 145.48227071762085 1447.8674043565989 245.79692174494267 18579.942801311612 278.18197098374367 206.58871592581272 109.58624392747879 820.84758602082729 343.97138378024101 453.53823494911194 4.7894585132598868 46.024516984820366 leaf_count=498900 1025 2634 4458 1383 14136 2991 1623 13604 1393 4788 5353 1774 1515 1685 511 706 44235 4069 832 9759 1545 101199 1708 1351 685 5499 2294 2536 27 294 internal_value=0 -0.0110328 0.0391338 0.00283023 -0.0117069 0.02445 0.00882061 0.0405822 0.0166853 0.0279284 -0.0013393 0.0125685 0.00138023 0.021623 0.0222759 0.0314147 -0.0119242 0.000786131 0.0351253 -0.0077669 0.00826575 0.0409421 0.0171325 0.00328919 0.00581001 -0.00637655 -0.00604713 0.0360103 0.0393006 0.0118946 internal_weight=0 87526.1 24647.3 4058.8 83467.3 2212.93 1665.69 22434.4 684.63 1528.31 2393.11 1107.71 557.979 459.085 583.032 945.273 79105.3 1648.75 1388.26 4362.02 570.174 21046.2 537.54 836.01 326.306 2268.71 744.358 1242.77 2466.21 291.821 internal_count=734512 598757 135755 26228 572529 13099 10527 122656 4103 8996 15701 6944 3583 2710 3502 5494 543135 10773 7826 29394 3613 114830 3331 5420 2068 15258 4928 6994 13631 1839 is_linear=0 shrinkage=0.01 Tree=8 num_leaves=31 num_cat=0 split_feature=10 1 10 6 10 1 1 2 10 10 1 1 6 10 10 1 2 1 0 2 10 1 1 6 2 1 10 5 1 10 split_gain=217874 43208.9 9590.05 6851.5 4176.37 6711.89 4986.06 3947.98 3799.92 3520.75 3332.88 3018.67 2768.12 1555.72 1119.54 2059.76 1110.57 1058.75 1017.94 1128.16 963.814 905.391 849.34 764.442 708.679 706.946 1741.77 4196.76 691.27 677.007 threshold=3.1750000000000003 -32.499999999999993 3.1750000000000003 2.5000000000000004 6.0550000000000006 -71.499999999999986 -45.499999999999993 0.98728813559322048 3.8450000000000002 5.4150000000000009 -361.49999999999994 -30.499999999999996 16.500000000000004 2.3250000000000006 3.5950000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -37.499999999999993 1.0000000180025095e-35 0.035929432013769351 2.6550000000000007 -265.49999999999994 -32.499999999999993 28.500000000000004 0.74007874015748043 -68.499999999999986 6.6750000000000007 1.5000000000000002 -60.499999999999993 6.4750000000000005 decision_type=10 8 8 2 10 8 10 2 10 10 10 10 2 10 10 8 2 8 2 2 10 10 10 2 2 8 10 10 8 10 left_child=1 2 20 4 8 21 28 14 10 -9 -2 13 18 -3 15 -5 17 -10 19 -4 -1 29 -15 25 -23 -16 -27 -28 -7 -6 right_child=3 11 12 7 5 6 -8 9 16 -11 -12 -13 -14 22 23 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.0042733742544257157 0.018967285487275602 0.038468864698137657 0.034852219083646045 -0.0085431057632587258 -0.0037496649834224752 0.035848427003841124 -0.010482380732488696 -0.006308168714380627 0.0021700679921763241 0.030393081950111971 -0.0023638497240907959 0.0096648575619672217 0.0023698010895493019 0.032138180607777657 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4028 16768 2600 13654 2711 4222 25759 87836 3212 114318 14123 6730 6736 19839 13466 464 234241 713 52767 5170 2635 2036 789 internal_value=0 0.02626 0.00772137 -0.00741255 -0.00340411 0.00610194 0.0217481 -0.00936778 -0.00493697 0.00973507 0.00524304 0.0357233 0.0208566 0.0364338 -0.0097195 -0.00228138 -0.00644933 -0.0021321 0.0253494 0.0197818 -0.00105019 -0.00467669 0.0316178 -0.00998037 -0.00686704 -0.00851648 -0.00636393 0.00479385 0.0312775 0.0128643 internal_weight=0 24629.3 8323.52 87420.3 28661.3 3979.91 1623.4 58759 24681.4 1062.32 3192.44 16305.8 3332.78 15873 57696.7 1954.98 21489 4664.98 2681.18 1476.05 4990.75 2356.51 4715.05 55741.7 2094.92 21751.9 8967.38 1210.24 1252.95 261.593 internal_count=734512 141340 52589 593172 191000 25351 9538 402172 165649 6628 20440 88751 19728 86040 395544 12895 145209 30891 15506 8776 32861 15813 26223 382649 14179 148408 60572 7805 6992 1634 is_linear=0 shrinkage=0.01 Tree=9 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 47 47 11 11 5 47 5 0 47 3 3 3 3 5 11 3 0 47 28 3 3 5 3 3 split_gain=457568 6694.36 6063.07 708.519 597.1 574.157 497.108 284.398 238.648 235.719 161.85 154.397 135.63 128.756 118.056 115.855 95.6059 93.02 88.6203 85.2114 85.0888 75.3568 74.4137 68.5845 68.2773 67.1084 67.0266 65.4812 59.0399 52.6062 threshold=0.254873737692833 0.85901859402656566 0.010294413659721552 0.063380397856235463 0.99188911914825451 0.0009053001122083001 1.0000000180025095e-35 1.0000000180025095e-35 0.49114476144313818 0.6303343176841737 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.25018968133535663 0.96992311171415657 0.51835016835016845 0.51835016835016845 2.5000000000000004 0.00013046689127800003 0.96784532671629464 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.25018968133535663 0.50952467343976793 1.5000000000000002 0.51623445076955521 0.091229193341869366 decision_type=2 2 2 2 2 2 2 2 2 2 10 2 10 2 2 2 2 2 2 10 2 2 2 2 2 2 2 10 2 2 left_child=2 6 5 11 14 20 8 15 17 12 21 25 -8 19 18 -5 22 -2 -3 28 -1 26 -13 -7 -17 -4 -9 -11 -10 -25 right_child=1 4 3 7 -6 23 9 10 13 27 -12 16 -14 -15 -16 24 -18 -19 -20 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=-0.011991300980722723 0.01243338786078891 0.032367975358716383 -0.00019729000624901268 0.0086924704541011758 0.038854416661597425 -0.010090483634275551 0.023040356988136741 0.013804191535049597 0.020863842550323506 0.031072412695424791 0.0032648427551906622 -0.002606386101551486 0.013798250959867857 0.026309710776579242 0.03515117913757259 -0.0023965991050833545 0.0076316951202726503 0.0019506949806928926 0.025246660372769302 -0.00069979620405299632 -0.010719118706469967 0.021926196959641927 0.0031427603314810905 -0.0044175068619938902 0.0091263833374080131 -0.0071570627544836696 0.0069122588063668137 0.023406893760406736 0.012496475010428333 -0.0080107117602784238 leaf_weight=71675.163860931993 190.90913328528404 551.3191781193018 170.80139425396919 154.20807898044586 21793.396613404155 1458.9288237839937 570.6308091878891 354.33559174835682 173.09825716912746 403.97699458897114 289.03999550640583 1057.58397744596 220.00744956731796 151.03142558038235 1095.1787212789059 475.23133854568005 128.95251601934433 152.08768880367279 255.84039500355721 30.371663793921471 5673.594069108367 71.572579562664032 286.0254024118185 478.49174453318119 57.660808309912682 733.57420302927494 234.50136810541153 153.88861577212811 164.43327841162682 2744.2662670314312 leaf_count=498900 1170 3022 1121 965 114830 9951 3395 2204 1014 2302 1851 7000 1343 861 6090 3095 832 966 1442 188 39087 439 1861 3208 372 4911 1486 892 990 18724 internal_value=0 0.0368328 -0.011105 0.000895882 0.0383854 -0.0116922 0.0201892 0.00595948 0.0142575 0.0239805 0.00950576 -0.00259046 0.0204686 0.0185354 0.0330125 0.00105915 -0.000593141 0.00778527 0.0301108 0.0153439 -0.011898 0.0122372 -0.00138252 -0.00829158 -0.00114977 -0.00584263 0.0110595 0.0289579 0.0167876 -0.00747722 internal_weight=0 25906.2 86043.9 4013.49 23695.7 82030.4 2210.44 1636.55 861.931 1348.5 949.45 2376.94 790.638 518.935 1902.34 687.1 1472.56 342.997 807.16 367.903 77348.8 660.41 1343.61 4681.69 532.892 904.376 588.837 557.866 337.532 3222.76 internal_count=734512 138505 596007 26137 125384 569870 13121 10412 5189 7932 5980 15725 4738 3053 10554 4432 9693 2136 4464 2192 537987 4129 8861 31883 3467 6032 3690 3194 2004 21932 is_linear=0 shrinkage=0.01 Tree=10 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 11 11 1 11 2 3 1 1 2 2 2 3 11 3 11 1 2 11 2 2 11 2 2 3 1 split_gain=443015 6290.68 6027.81 692.642 602.675 574.886 563.237 381.28 262.562 214.483 213.871 196.234 153.621 122.471 120.436 119.58 103.286 100.733 95.8605 85.3901 78.1591 79.0556 68.9245 61.0962 79.4256 52.6254 51.384 49.2308 48.1974 50.9576 threshold=0.254873737692833 0.85901859402656566 0.010294413659721552 0.063380397856235463 -380.49999999999994 0.0009053001122083001 0.99188911914825451 -364.49999999999994 0.49114476144313818 0.031331806282722509 0.51623445076955521 -122.49999999999999 -367.49999999999994 0.031331806282722509 0.031331806282722509 0.050179856115107911 0.25018968133535663 0.49114476144313818 0.51835016835016845 0.00013046689127800003 -9.4999999999999982 0.047905909351692456 0.6303343176841737 0.51042118975249684 0.74443344878772899 0.96394401788711548 0.98728813559322048 0.05594679186228476 0.25018968133535663 -144.49999999999997 decision_type=2 2 2 2 10 2 2 10 2 2 2 10 10 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 8 left_child=2 4 5 11 10 19 12 16 13 -9 17 28 18 -6 -13 -10 -5 -2 -3 -1 21 -7 -12 -19 -25 -20 -11 -14 -4 -30 right_child=1 6 3 7 8 20 -8 9 15 26 22 14 27 -15 -16 -17 -18 23 25 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.011965305022061799 0.01042665609409257 0.030719622565594778 -0.0010409435879918426 0.0072644243879212535 0.025337443164428982 -0.0041429524241748464 0.037747198031374718 0.017192239982439232 0.031625759120740352 0.0061258763507036256 0.0016330271094065027 0.0064962821379359742 0.036947888684391215 0.015265456908782503 -0.0013199981688253465 0.024040776937005112 -0.0031454939701676897 0.025904961354482194 0.017420655625331856 -0.010686389528647979 -0.010657346098515597 -0.0081968241790646486 0.011606107961985841 0.0081417861938913698 0.023980161597997297 0.027675771502670709 0.015856871812710158 0.032770824876050687 -0.0035441431258969583 -0.0081199391596610479 leaf_weight=71115.384061723948 154.25060932338238 482.79248042404652 213.72267666459084 122.15807388722897 167.31049576401711 571.57365855574608 22206.195243254304 262.73408803343773 309.22485628724098 765.39193810522556 178.84821817278862 252.70444704592228 429.36544600129128 433.59508574008942 896.40936851501465 634.01021337509155 433.68879118561745 118.43997946381569 101.24636253714561 5634.2581903338432 1047.6914891004562 3037.4980481564999 113.13122643530369 64.517068326473236 62.174430817365646 98.938901826739311 58.404908269643784 822.99335055053234 408.83916063606739 601.34603969752789 leaf_count=498900 936 2589 1402 759 981 3879 114830 1603 1743 4862 1120 1629 2341 2629 5924 3645 2828 668 573 39087 7186 20818 667 381 351 535 360 4516 2727 4043 internal_value=0 0.0358102 -0.0110745 0.000886356 0.0197618 -0.0116644 0.0372963 0.0058787 0.0232361 0.00932491 0.0120021 -0.00256886 0.0321223 0.0180698 0.000398899 0.0265274 -0.000857714 0.0167577 0.0283072 -0.0118714 -0.00825282 -0.00755481 0.00549723 0.0207416 0.0159145 0.0224891 0.00681578 0.0342029 -0.00535526 -0.00626804 internal_weight=0 26377 85421.8 4015.4 2235.5 81406.4 24141.5 1642.38 1544.14 1086.53 691.362 2373.02 1935.34 600.906 1149.11 943.235 555.847 399.382 682.978 76749.6 4656.76 3609.07 291.979 245.131 126.691 200.185 823.797 1252.36 1223.91 1010.19 internal_count=734512 138505 596007 26137 13121 569870 125384 10412 8998 6825 4123 15725 10554 3610 7553 5388 3587 2336 3697 537987 31883 24697 1787 1400 732 1108 5222 6857 8172 6770 is_linear=0 shrinkage=0.01 Tree=11 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 11 11 1 11 0 1 2 2 1 2 5 5 11 5 0 0 0 11 5 1 2 11 11 11 0 split_gain=429311 5993.67 5929.26 795.152 572.933 533.387 465.457 370.483 249.949 221.547 212.103 206.175 181.03 142.898 134.168 103.453 99.6015 100.313 97.2399 93.3167 86.8195 75.7179 70.4583 68.187 59.6249 58.9902 56.5433 52.7075 52.3487 49.859 threshold=0.254873737692833 0.007890905253589103 0.85901859402656566 0.063380397856235463 -380.49999999999994 0.99188911914825451 0.00050369312521065005 -364.49999999999994 0.6303343176841737 1.0000000180025095e-35 -122.49999999999999 0.031331806282722509 0.031331806282722509 -367.49999999999994 0.031331806282722509 1.5000000000000002 2.5000000000000004 0.6303343176841737 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.98303884267807018 1.5000000000000002 -122.49999999999999 0.74443344878772899 0.49114476144313818 5.9105306718265645e-05 0.0014690008247270501 1.0000000180025095e-35 decision_type=2 2 2 2 10 2 2 10 2 2 10 2 2 10 2 10 10 2 10 2 2 2 2 10 10 2 2 2 2 2 left_child=1 6 4 10 9 13 27 20 12 16 -3 -9 -6 19 -12 29 17 -2 -14 22 25 -16 -4 -10 -8 -5 -11 -1 -26 -13 right_child=2 3 5 7 8 -7 24 11 23 26 14 15 18 -15 21 -17 -18 -19 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=-0.011963670444110905 0.0059091734646766559 -0.0056837858560886811 0.022171092445523479 -0.0042724456601119978 0.026320143546623046 0.036711865449617562 -0.010011479096277261 0.016849601148796675 0.029372087617816942 0.013344257945630343 0.00588059863687796 0.0076314815595756027 0.019017645031906168 0.033269932964920389 -0.0029933548479176082 0.0015017018755279737 -0.0056575795149255113 0.015636469111210125 0.010553929078456441 0.03218586297359418 0.0065591649709978196 0.0041361309978103066 0.031374742127547123 0.021978872198155541 -0.009375732882269526 0.0074280911441649998 0.02449171988208879 -0.011056635833096884 -0.0067505010389726349 0.015039635777276954 leaf_weight=67594.630934387445 275.23431959748268 1413.5582624524832 306.07834599912167 383.87655140459538 264.29950718581676 22602.080498829484 2660.7418649047613 265.38254202902317 480.91643688082695 69.468778103590012 290.29194718599319 453.20621743798256 457.31797961890697 1274.4892971813679 883.07232381403446 260.36249881982803 46.924944639205933 172.43751962482929 193.04596090316772 272.4421284198761 123.11462980508804 179.19192740321159 114.21818923950195 168.44161033630371 1412.4920931458473 48.537407070398331 131.88840395212173 7077.3433741182089 1643.2312397956848 113.62740816175938 leaf_count=478015 1684 9502 1663 2518 1514 114830 18445 1603 2670 416 1873 2857 2695 6857 5883 1669 296 996 1167 1434 768 1172 600 952 9825 301 731 49628 11252 696 internal_value=0 -0.0110442 0.0348514 0.000300992 0.0193511 0.0362772 -0.0116672 0.00579944 0.0227098 0.0118031 -0.0029751 0.00918023 0.0193414 0.0312829 -0.000144243 0.00671973 0.00820313 0.009656 0.0165054 0.0276272 -0.000849681 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2.7050000000000005 2.6550000000000007 -1.0000000180025095e-35 -380.49999999999994 0.063380397856235463 0.99188911914825451 0.00050369312521065005 3.6350000000000002 0.044676627963781308 98.500000000000014 2.6550000000000007 -4.4999999999999991 3.6950000000000007 0.6303343176841737 1.0350000000000004 3.2050000000000005 1.5000000000000002 1.3650000000000004 1.0000000180025095e-35 0.96992311171415657 1.5000000000000002 53.500000000000007 109.50000000000001 1.635 -25.499999999999996 2.5250000000000004 0.96190130624092907 decision_type=2 2 2 10 10 8 10 2 2 2 10 2 2 10 8 10 2 10 10 10 10 2 2 10 2 2 10 8 8 2 left_child=1 9 4 11 28 12 18 22 13 -1 -7 26 16 -4 24 -16 23 -11 -5 25 21 -13 -8 -6 -15 29 27 -3 -2 -9 right_child=2 3 8 6 5 10 7 19 -10 17 -12 20 -14 14 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011851991215218714 0.025712871517228467 0.0075272995287453742 0.035404309711414048 0.0024828021229666621 0.021668124217353639 0.014350477477874823 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187.45687149465084 128.32837916910648 68.954801648855209 105.07221148908138 36.96038506925106 334.13048224151134 74.004130303859711 leaf_count=527643 880 844 3242 759 2998 703 10498 3260 114830 2555 2039 460 782 5033 700 884 2779 36967 7086 1820 760 629 928 1116 695 440 682 233 1824 443 internal_value=0 -0.0110142 0.0339507 0.000297816 0.0189563 0.0156869 -0.00192742 0.00110677 0.0353216 -0.0116402 -0.000703472 0.014906 0.0211714 0.0304898 0.0282246 0.0150601 0.022615 -0.00887947 -0.00886817 0.00741459 0.0217509 0.0269425 -0.00240263 0.0193767 0.0317774 0.00986546 0.00716996 0.0109678 0.0308172 0.0110455 internal_weight=0 84186.5 27263.4 4414.56 2283.83 1790.34 3831 2665.68 24979.6 79771.9 448.876 583.567 1341.46 1998.05 1367.67 290.656 1209.76 5683.39 1165.32 952.912 309.618 184.81 1712.77 705.764 1077.01 667.739 273.948 168.876 493.494 598.784 internal_count=734512 596007 138505 28842 13121 10417 25234 17389 125384 567165 2742 3608 7675 10554 7312 1584 6893 39522 7845 5963 1849 1089 11426 4114 5728 4143 1759 1077 2704 3703 is_linear=0 shrinkage=0.01 Tree=13 num_leaves=31 num_cat=0 split_feature=11 11 11 10 10 1 1 11 11 11 10 11 2 10 1 10 2 6 10 10 2 11 10 6 6 1 0 0 6 10 split_gain=404160 5929.31 5309.07 1395.66 839.81 1546.59 795.692 576.245 482.88 467.37 368.775 295.505 249.944 209.913 604.013 479.87 176.966 173.763 172.86 170.513 136.416 136.319 118.181 114.412 77.7485 70.6732 62.4577 60.9973 59.7748 57.4908 threshold=0.254873737692833 0.007890905253589103 0.85901859402656566 2.7050000000000005 2.6550000000000007 -1.0000000180025095e-35 -380.49999999999994 0.063380397856235463 0.99188911914825451 0.00050369312521065005 3.6350000000000002 0.044676627963781308 0.050179856115107911 2.6550000000000007 -4.4999999999999991 3.6950000000000007 0.035929432013769351 98.500000000000014 1.0350000000000004 3.2050000000000005 0.031331806282722509 0.6303343176841737 2.5250000000000004 1.5000000000000002 53.500000000000007 -342.49999999999994 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5250000000000004 decision_type=2 2 2 10 10 8 10 2 2 2 10 2 2 10 8 10 2 2 10 10 2 2 8 2 2 10 2 2 2 8 left_child=1 9 4 11 29 12 19 20 13 -1 -7 26 -6 -4 24 -16 27 21 -11 -5 -8 28 -13 -18 -15 -24 -3 -9 -14 -2 right_child=2 3 8 6 5 10 7 16 -10 18 -12 22 17 14 15 -17 23 -19 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011826600365153562 0.025116584014504444 0.0037239773351381358 0.034476208828352346 0.0024542602296815682 0.026985532748299578 0.014094557728743308 0.0034823378387514119 0.019393972590988851 0.034830592407233858 -0.0023371482875905129 -0.0062545214961700901 0.013359617825979343 0.019775491076408552 0.031948733601764936 0.028625687326367864 0.002946024623694578 0.0097923589401891914 0.0066649229586691061 -0.0093124054194408633 -0.010134026890593178 -0.0037424599848344536 0.024463152844685268 0.033577737152676222 0.0016470349155083134 0.023707918879890068 0.021244177145191882 0.013857151169453104 0.0091341317615678437 0.012680931547312464 0.032363233670208234 leaf_weight=73508.049456730485 161.50466524064541 184.36993739008904 640.82802745699883 120.03856091201305 433.44412040710449 122.51792541146278 321.95838153362274 130.80984550714493 23344.936809554696 380.96759769320488 326.09339565038681 117.8874204903841 227.01582233607769 964.03508746623993 135.15120075643063 157.65287019312382 284.55795587599277 122.04733105003834 5269.5304915755987 1038.6648583263159 1388.1861460655928 325.27540692687035 75.974682047963142 437.70225070416927 129.91392032802105 119.59303417801857 90.775016441941261 104.03086952865124 249.03981001675129 339.84137374162674 leaf_count=527643 880 1187 3242 759 2390 703 2087 780 114830 2555 2039 708 1313 5033 700 884 1771 723 36967 7086 9339 1782 438 2788 695 703 572 624 1467 1824 internal_value=0 -0.0109845 0.0331035 0.000294563 0.0185787 0.0153991 -0.00191083 0.00109495 0.034424 -0.0116136 -0.000697089 0.0146298 0.0207211 0.029743 0.0275557 0.0147991 0.00730807 0.0177805 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2.5000000000000004 0.90844616376531284 0.22257107971393683 0.90943267259056748 1.5000000000000002 1.0000000180025095e-35 0.51271277741865984 5.5000000000000009 0.49441323345817728 0.25018968133535663 20.500000000000004 1.5000000000000002 -31.499999999999996 1.0000000180025095e-35 -30.499999999999996 356.50000000000006 0.9934852728970377 29.500000000000004 -65.499999999999986 26.500000000000004 -32.499999999999993 -30.499999999999996 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 8.5000000000000018 -90.499999999999986 decision_type=8 2 2 2 2 2 10 2 2 10 2 2 8 10 10 2 10 2 2 2 10 8 10 10 2 10 2 10 2 10 left_child=2 8 3 4 12 20 17 9 10 -4 11 24 -1 26 29 18 -16 -3 -7 -11 -5 -6 -23 -24 -2 -13 -10 -12 -8 -14 right_child=1 6 7 5 21 15 28 -9 13 19 27 25 14 -15 16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0027636111211007341 0.024085303122539259 0.0067444845250667811 -0.00089302573157091115 -0.0089905123581879957 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11663.436796143651 402.4230765402317 571.20856168866158 439.00809362530708 190.68506935238838 1136.6298928558826 56.736752063035965 3303.4958424866199 3287.1941303908825 leaf_count=13593 36237 44412 11034 267 30382 2170 3169 347669 18904 502 23585 14237 11285 9757 2535 6594 1547 4101 7191 1700 3250 79725 2347 3867 2603 1289 6747 379 23112 20322 internal_value=0 0.0139653 -0.00573582 0.000123053 -0.00126706 0.0108359 0.00178864 -0.00895724 0.0207375 0.00415616 0.0231912 0.0206373 0.00550193 0.0148852 0.0084142 0.00508797 0.0209734 0.00576817 0.0105187 0.0242334 0.0310409 -0.00437253 -0.00323536 0.00448701 0.0233398 0.0132346 0.0176483 0.0285754 -0.00629625 0.00656044 internal_weight=0 32236.3 78804.3 27957.4 24746.3 3211.1 11521.1 50846.9 20715.2 2067.74 14595.7 9899.8 7782.58 6119.51 5754.91 2499.92 740.182 7720.79 1534.37 415.517 711.183 16963.7 12637.1 973.632 7252.29 2647.51 4548.35 4695.86 3800.32 5014.73 internal_count=734512 188532 545980 185075 165603 19472 74794 360905 113738 13236 78330 54366 49282 35408 35689 15955 4082 48513 9361 2202 3517 116321 85939 6214 38840 15526 25651 23964 26281 31607 is_linear=0 shrinkage=0.01 Tree=15 num_leaves=31 num_cat=0 split_feature=11 11 11 10 1 10 1 11 11 11 10 11 6 10 1 10 10 10 2 11 2 10 6 47 2 6 2 10 10 1 split_gain=387951 5883.92 4853.44 1347.77 802.554 775.799 1518.71 562.876 467.165 414.869 355.966 279.346 230.29 183.158 596.56 455.039 171.602 167.071 166.008 161.592 131.117 111.563 109.433 107.819 71.8702 70.0115 66.3511 62.9704 61.1187 64.9787 threshold=0.254873737692833 0.007890905253589103 0.85901859402656566 2.7050000000000005 -380.49999999999994 2.6550000000000007 -1.0000000180025095e-35 0.063380397856235463 0.00050369312521065005 0.99188911914825451 3.6350000000000002 0.044676627963781308 98.500000000000014 2.6550000000000007 -4.4999999999999991 3.9650000000000003 inf 3.2050000000000005 0.035929432013769351 0.49114476144313818 0.031331806282722509 1.3650000000000004 1.5000000000000002 1.0000000180025095e-35 0.050179856115107911 53.500000000000007 0.050179856115107911 5.6650000000000009 1.635 -25.499999999999996 decision_type=2 2 2 10 10 10 8 2 2 2 10 2 2 10 8 10 8 10 2 2 2 10 2 2 2 2 2 10 10 8 left_child=1 8 5 11 17 -2 12 20 -1 13 -8 28 19 -4 25 -16 -10 -5 -9 24 -6 23 -20 -13 -7 -15 -21 -17 29 -3 right_child=2 3 9 4 7 6 10 18 16 -11 -12 21 -14 14 15 27 -18 -19 22 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011791017197393094 0.029053852507097112 0.0073419949800510968 0.033297113404548412 0.0022772695340644244 0.0034167918215801496 0.022739305446764758 0.01359683458785587 0.014518903542411855 -0.0092318125043469989 0.03360392900720742 -0.0062789714514795902 0.034139633070557944 0.0078110115595263988 0.031182161454948478 0.026271617928266149 -0.00068799559093125201 -0.0017785250923514524 -0.010131981904544786 0.0096866177031914667 0.028485025225572187 -0.003661313919833346 0.013433083904973164 0.0017234225609163941 0.018964996450341033 0.014449980567888786 0.023393656539434593 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78.7442 threshold=0.254873737692833 0.007890905253589103 0.85901859402656566 2.7050000000000005 2.6550000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.063380397856235463 0.00050369312521065005 0.99188911914825451 0.044676627963781308 101.50000000000001 1.0000000180025095e-35 3.2650000000000001 2.6550000000000007 1.0000000180025095e-35 1.0350000000000004 3.6950000000000007 0.035929432013769351 0.6303343176841737 1.0000000180025095e-35 1.0000000180025095e-35 5.5050000000000008 1.0000000180025095e-35 3.2050000000000005 0.031331806282722509 2.5250000000000004 1.0000000180025095e-35 0.050179856115107911 1.5000000000000002 decision_type=2 2 2 10 10 2 2 2 2 2 2 2 2 10 10 2 10 10 2 2 2 2 10 2 10 2 8 2 2 2 left_child=1 8 4 10 -2 12 23 25 -1 14 -3 19 13 -6 -4 17 -10 -16 -9 28 21 22 -19 24 -5 -8 -12 -15 -7 -20 right_child=2 3 9 6 5 11 7 18 16 -11 26 -13 -14 27 15 -17 -18 20 29 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01176638496809819 0.028357526788828569 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248.53913448750973 458.8025958687067 52.015074476599693 24.833605065941811 51.850669503211975 170.76507537066936 1190.9951699674129 1191.6253938674927 201.60957463085651 15.198478817939757 411.72408106923103 370.33405363559723 leaf_count=527643 2704 1759 3242 828 514 1212 1913 1248 2555 114830 708 661 487 2673 774 4936 36967 929 1528 2426 270 128 275 1129 8151 8076 1141 86 2358 2361 internal_value=0 -0.010914 0.0312512 0.000286234 0.0178218 0.0148443 -0.00187471 0.00121886 -0.0115505 0.0324549 0.0140353 0.0200426 0.00489004 0.0027973 0.0282617 0.0262894 -0.00875884 0.0193175 0.0072387 0.0213458 0.0152993 0.0122839 0.00962151 -0.00668127 -0.00772507 -0.00214554 0.0202429 -7.86103e-05 0.0183969 0.00483747 internal_weight=0 82098.5 28610 4414.36 2353.44 1834.88 3814.79 2320.98 77684.1 26256.6 599.57 1205.39 629.486 543.757 2087.61 1423.76 5577.05 451.694 832.107 1092.89 297.553 245.538 220.704 1493.81 1323.05 1488.87 321.814 451.17 634.085 618.873 internal_count=734512 596007 138505 28842 13121 10417 25234 15126 567165 125384 3608 6657 3760 3273 10554 7312 39522 2376 5137 5996 1602 1332 1204 10108 8979 9989 1849 2759 3570 3889 is_linear=0 shrinkage=0.01 Tree=17 num_leaves=31 num_cat=0 split_feature=11 11 11 10 10 47 47 11 11 11 11 6 10 10 10 47 11 5 10 10 3 47 10 38 11 5 10 6 5 11 split_gain=366993 5821.08 4416.89 1276.52 703.675 911.8 558.596 469.362 459.03 385.49 256.696 190.24 169.542 151.821 136.803 304.301 125.217 112.533 111.253 102.855 102.358 100.493 99.5428 97.5151 87.4613 84.2324 78.1816 69.2593 62.5378 61.2581 threshold=0.254873737692833 0.007890905253589103 0.85901859402656566 2.7050000000000005 2.6550000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.00050369312521065005 0.063380397856235463 0.98303884267807018 0.044676627963781308 101.50000000000001 1.0350000000000004 3.2650000000000001 2.6550000000000007 1.0000000180025095e-35 0.6303343176841737 1.5000000000000002 3.2350000000000008 1.3650000000000004 0.96992311171415657 1.0000000180025095e-35 3.6950000000000007 1.0000000180025095e-35 0.49114476144313818 1.5000000000000002 5.3450000000000006 140.50000000000003 1.5000000000000002 0.99962311983108532 decision_type=2 2 2 10 10 2 2 2 2 2 2 2 10 10 10 2 2 10 10 10 2 2 10 2 2 10 10 2 10 2 left_child=1 7 4 10 -2 13 18 -1 20 14 -3 16 -9 -6 -4 22 25 27 -5 21 -8 -12 -16 26 -15 -7 -24 -10 -26 -11 right_child=2 3 9 6 5 11 8 12 17 29 19 -13 -14 24 15 -17 -18 -19 -20 -21 -22 -23 23 -25 28 -27 -28 -29 -30 -31 leaf_value=-0.011742056140223197 0.027695999845547888 0.0067465171153210501 0.031466681658758808 0.0012724134205611723 0.015921417055378178 0.020319182577768793 -0.0029610253083510564 -0.0022653797709669735 0.010718297216462717 0.030627886946402377 0.032582623735341862 0.0072785593398732272 -0.0091955302003432389 -0.0019515371557025255 0.025162819748385183 0.028549030797273042 0.024855165699989849 0.0018032540702632152 -0.0075882118377623414 0.012908299667630534 0.0061282301370807427 0.018126597624725748 0.0077072585127085612 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158.80624204874039 145.23207512497902 575.56392134726048 287.56403367221355 206.65407414734364 53.191432267427444 566.35662737488747 209.95403636991978 145.94503843784332 330.12839141488075 1181.9471905231476 127.3028891980648 106.63566486537457 38.780613958835602 leaf_count=527643 2704 844 3242 759 5406 2021 703 3802 2555 114830 2039 708 782 28519 7086 4983 784 800 3010 1820 1141 341 3849 1125 745 2171 8448 737 682 233 internal_value=0 -0.0108567 0.0298923 0.00028016 -0.00184248 0.0171618 0.0143306 0.00111458 -0.0114994 0.0310251 -0.000862102 0.013545 0.0192076 -0.0086852 -0.00873626 0.0270218 0.0251522 0.0134639 0.0204381 0.00700457 0.0194161 0.00931891 -0.00225502 0.0230961 0.0282317 -0.000813009 -0.00915972 0.0161819 0.00665181 0.0102441 internal_weight=0 80895.9 29311.7 4413.67 3804.82 2395.03 1862.62 2662.67 76482.2 26916.7 452.626 608.847 1410 5512.74 1142.15 2139.5 1458.01 304.038 1276.07 968.959 328.802 681.395 1693.72 785.518 1153.97 1127.36 5134.38 490.555 280.045 173.409 internal_count=734512 596007 138505 28842 25234 13121 10417 17389 567165 125384 2742 3608 7675 39522 7845 10554 7312 1584 6893 5963 1849 4143 11426 4135 5728 7577 36967 2758 1759 1077 is_linear=0 shrinkage=0.01 Tree=19 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 1 11 1 6 1 11 2 1 2 6 6 6 11 5 6 1 11 11 6 6 2 2 11 6 5 split_gain=347992 5759.47 4052.25 689.968 471.709 434.78 361.027 313.504 244.741 200.912 197.305 166.236 133.213 118.618 115.783 115.209 109.221 98.1141 94.1464 88.2716 62.7387 69.4655 59.9939 66.6276 59.6325 58.5568 58.0443 55.4118 53.5858 52.1177 threshold=0.254873737692833 0.007890905253589103 0.85901859402656566 0.063380397856235463 0.00050369312521065005 -380.49999999999994 0.98303884267807018 -364.49999999999994 3.5000000000000004 -122.49999999999999 0.49114476144313818 0.031331806282722509 -3.4999999999999996 0.031331806282722509 1.5000000000000002 49.500000000000007 3.5000000000000004 0.49114476144313818 1.5000000000000002 3.5000000000000004 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158.352 201.399 244.32 154.488 347.613 122.974 129.826 112.547 97.9738 104.89 94.6825 95.5922 85.5878 83.9337 77.3511 76.3773 threshold=0.254873737692833 0.007890905253589103 0.85901859402656566 2.7050000000000005 2.6550000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.0004375023563625001 0.044676627963781308 0.99188911914825451 0.044676627963781308 inf 101.50000000000001 0.035929432013769351 1.0000000180025095e-35 3.2650000000000001 1.0000000180025095e-35 3.1750000000000003 1.0000000180025095e-35 1.0000000180025095e-35 3.2050000000000005 0.6303343176841737 1.0000000180025095e-35 1.0000000180025095e-35 1.3650000000000004 1.0000000180025095e-35 3.6950000000000007 1.5000000000000002 0.050179856115107911 2.5000000000000004 decision_type=2 2 2 10 10 2 2 2 2 2 2 8 2 2 2 8 2 10 2 2 10 2 2 2 10 2 10 2 2 10 left_child=1 7 4 10 -2 14 19 -1 -8 17 -3 -9 21 -10 15 -6 -17 -4 22 20 -5 28 23 26 25 -12 -19 -15 -7 -30 right_child=2 3 9 6 5 12 8 11 13 -11 24 -13 -14 27 -16 16 -18 18 -20 -21 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309.47112764418125 88.587444230914116 397.78322550654411 56.734303146600723 47.446914926171303 932.70613422989845 170.458501085639 1169.4661329686642 480.0276752859354 60.00054232776165 55.948768451809883 131.94475491344929 113.74238108098507 200.55910430848598 477.7000185996294 370.00778436660767 57.081160351634026 leaf_count=524990 2704 1759 4174 828 514 1212 8595 39856 1573 114830 460 2319 661 1898 487 2441 318 231 4505 1129 8151 2426 297 279 760 629 1068 3060 2032 326 internal_value=0 -0.0108004 0.0286672 0.000274269 0.0165438 0.0137996 -0.00182724 -0.0114495 0.00116331 0.0297399 0.0132803 -0.00870728 0.0185089 0.00585521 0.00455405 0.00255499 -0.000216594 0.0258945 0.0236916 -0.00655444 -0.00760033 0.0196818 0.015403 0.0130978 0.01893 0.0232495 0.0103076 0.00357431 0.0169975 0.0144745 internal_weight=0 79706.4 29952.7 4413.1 2434.79 1891.8 3799.22 75293.4 2327.06 27517.9 613.879 5805.65 1253.38 1057.87 638.425 549.837 454.518 2187.76 1296.66 1472.16 1301.7 1138.59 363.955 303.955 333.008 201.063 248.006 787.171 658.563 427.089 internal_count=734512 596007 138505 28842 13121 10417 25234 567165 15126 125384 3608 42175 6657 6531 3760 3273 2759 10554 6380 10108 8979 5996 1875 1578 1849 1089 1299 4958 3570 2358 is_linear=0 shrinkage=0.01 Tree=21 num_leaves=31 num_cat=0 split_feature=1 6 6 2 2 2 4 2 2 2 2 2 2 2 1 1 6 4 2 6 6 1 1 1 6 1 1 2 2 4 split_gain=76209.9 21010.2 13832 5010.19 4459.32 3391.23 2926.71 2608.62 1621.42 1340.07 1718.31 1065.33 1038 870.557 678.144 838.736 623.166 603.349 597.398 557.416 646.744 557.303 573.797 533.836 530.887 498.575 465.858 457.292 417.802 393.532 threshold=-1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 0.091553836234687255 0.98728813559322048 0.088365434669442952 24.500000000000004 0.77525510204081638 0.48581488933601619 0.50151515151515158 0.74443344878772899 1.0000000180025095e-35 0.23845060412224586 0.98728813559322048 -31.499999999999996 -30.499999999999996 1.5000000000000002 26.500000000000004 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10589 14763 2314 2674 internal_value=0 0.0126349 -0.00552673 0.000131206 -0.00873459 0.00648189 0.00450042 -0.00272983 0.0184082 0.0210169 0.0179577 0.0155477 0.0123044 0.00165934 0.00818265 0.0169265 0.0224745 -0.00417736 -0.00917826 0.0119315 0.0195437 -0.00306661 0.00419426 0.0264656 0.000969851 -0.00570042 -0.00472635 0.00160838 0.0119533 0.0127065 internal_weight=0 33157.4 76209.9 27574.6 48635.3 8564.31 7791.73 19010.3 21728 11364.1 6335.69 10364 5122.23 11429.3 5725.12 767.995 3615.72 16492 47613.1 1022.18 495.581 12332.9 973.642 772.582 10757.9 2066.61 2834.73 9936.91 2719.96 671.432 internal_count=734512 188532 545980 185075 360905 53208 49639 131867 113738 57351 33377 56387 29111 74794 34974 4146 17858 116330 355028 5877 2540 85947 6214 3569 70963 14665 20312 65021 15519 3831 is_linear=0 shrinkage=0.01 Tree=22 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 1 11 1 6 1 11 2 1 2 6 6 6 11 6 2 0 1 11 2 6 6 11 2 6 11 split_gain=327288 5688.15 3633.1 662.032 473.337 422.227 315.215 309.345 222.277 200.043 184.07 150.823 135.782 112.623 107.39 106.106 96.6314 92.125 82.2519 77.6238 70.587 65.5249 69.7617 57.2666 56.6666 56.2391 55.7371 54.6201 48.578 48.3759 threshold=0.254873737692833 0.007890905253589103 0.85901859402656566 0.063380397856235463 0.00050369312521065005 -380.49999999999994 0.98303884267807018 -364.49999999999994 3.5000000000000004 -122.49999999999999 0.49114476144313818 0.031331806282722509 -3.4999999999999996 0.031331806282722509 1.5000000000000002 49.500000000000007 3.5000000000000004 0.49114476144313818 3.5000000000000004 0.050179856115107911 1.0000000180025095e-35 -9.4999999999999982 0.0017540019471198002 0.05298245614035086 1.5000000000000002 416.50000000000006 5.9105306718265645e-05 0.49882629107981225 46.500000000000007 0.99962311983108532 decision_type=2 2 2 2 2 10 2 10 2 10 2 2 8 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 left_child=1 4 5 9 26 8 12 18 17 24 15 -9 28 -11 -13 -7 -14 -2 27 -12 -15 22 -6 -24 -3 -21 -1 -5 -4 -8 right_child=2 3 6 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296.52192254364491 351.39242304861546 364.21301913261414 405.65929792821407 866.56516328454018 485.9119234085083 104.02401313185692 131.62745310366154 314.93114396929741 230.56953403353691 695.321622133255 179.03161017596722 1191.8085325211287 340.92105682194233 1653.0769095271826 797.71838763356209 9.9590082764625532 6574.1906218677759 143.06072455644608 130.93746337294579 23303.553428307176 leaf_count=478015 1017 3921 4832 1154 16418 3003 13382 1603 1473 1873 1743 2162 1915 5883 3060 607 673 1633 1568 3589 1172 8628 2423 12053 5581 56 49628 865 649 103933 internal_value=0 -0.0107613 0.0278763 0.00027077 -0.011415 0.0162156 0.0289024 0.00518594 0.00989797 -0.00278192 0.018937 0.00817907 0.0247074 -3.32181e-05 0.00606927 0.0147929 0.0205596 0.0137552 -0.000927973 0.0215247 -0.00157586 -0.00856639 -0.00798133 -0.0066232 -0.00545579 0.0196116 -0.0116382 0.00231283 0.0266522 0.0291716 internal_weight=0 78867.2 30364.3 4412.23 74454.9 2455.87 27908.4 1690.44 739.379 2721.79 1716.49 1134.86 1683.22 1342.12 850.125 659.815 537.287 494.6 555.58 1056.67 1045.6 5409.34 4217.53 1994 1379.68 705.281 69045.6 325.01 1145.93 26225.2 internal_count=734512 596007 138505 28842 567165 13121 125384 10412 4123 18430 8998 6825 8069 8928 5222 3610 2588 2650 3587 5388 7055 39522 30894 14476 9502 3645 527643 2019 5481 117315 is_linear=0 shrinkage=0.01 Tree=23 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 6 47 47 11 47 47 6 5 2 47 2 3 11 3 6 5 6 3 11 28 11 6 47 2 split_gain=319380 4853.53 4383.43 521.224 474.765 423.449 358.139 258.295 178.415 145.178 127.582 121.35 140.558 116.146 112.404 105.898 91.7178 88.9967 63.6076 61.9918 61.7909 65.6801 54.9523 54.3377 49.7999 49.0907 48.0059 60.8242 46.9031 49.1566 threshold=0.1800593510270119 0.76014459133148204 0.007890905253589103 0.98303884267807018 0.0004375023563625001 0.044676627963781308 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.49114476144313818 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 0.050179856115107911 1.0000000180025095e-35 0.031331806282722509 0.25018968133535663 0.0017540019471198002 0.51835016835016845 101.50000000000001 1.5000000000000002 133.50000000000003 1.0000000180025095e-35 3.4519272958277731e-05 1.0000000180025095e-35 0.99962311983108532 423.50000000000006 1.0000000180025095e-35 0.050179856115107911 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 left_child=2 6 4 11 24 10 9 23 17 15 -4 12 -3 22 -9 19 -12 -7 -6 -2 21 -16 -10 -8 -1 -21 27 -5 -20 -30 right_child=1 3 5 26 18 8 7 14 13 -11 16 -13 -14 -15 20 -17 -18 -19 28 25 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.011723538582793725 0.0123730274630219 0.0231671803932458 -0.0064966027545037535 0.027527938080937286 -0.0095779106043845774 0.0061403038034521301 0.016024267188277708 0.022042707009505631 0.009022635815441089 0.019925606015307837 0.003439826956387193 0.025449425106752136 0.014238435579586643 0.0008309807195553651 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893 134 540 3777 3337 1840 6391 1270 1975 1229 2668 8024 3524 5932 604 705 693 344 1927 62843 76 103933 93 2211 10615 internal_value=0 0.0270805 -0.0108401 0.0282229 -0.0113908 -0.000615753 0.0134093 0.00845951 0.00321286 0.0164284 -0.00339545 0.0235586 0.020656 0.00590313 0.0125586 0.0136397 -0.0016108 -0.000749611 -0.00862597 0.00926495 0.0104823 0.012613 0.00820021 0.0015194 -0.0116232 0.00325201 0.0286126 0.0274101 -0.00745967 -0.0065424 internal_weight=0 31076.6 77849 28680.1 73870.2 3978.89 2396.57 907.958 1673.67 1488.61 2305.22 2211.06 872.187 996.861 570.816 828.201 1463.19 676.804 5729.1 331.708 468.296 348.417 686.127 337.142 68141.1 113.033 26469 2950.19 2574.67 1761.23 internal_count=734512 141112 593400 127972 567165 26235 13140 5228 10513 7912 15722 10657 4266 6096 3167 4575 9864 4417 42175 1907 2627 1922 4121 2061 524990 680 117315 13382 18758 12826 is_linear=0 shrinkage=0.01 Tree=24 num_leaves=31 num_cat=0 split_feature=11 11 11 10 10 1 1 11 11 11 10 10 1 1 10 10 11 11 1 11 0 10 11 10 11 0 10 1 10 10 split_gain=311781 4685.56 4364.66 965.785 714.955 1224.17 531.978 509.847 476.184 324.53 276.71 234.879 181.484 177.472 1046.74 173.126 133.347 66.2753 61.269 60.9053 59.0594 57.9068 50.0607 49.6727 47.6997 47.654 44.1612 212.029 93.5224 44.0556 threshold=0.1800593510270119 0.76014459133148204 0.007890905253589103 1.635 2.6550000000000007 -380.49999999999994 -380.49999999999994 0.98303884267807018 0.0004375023563625001 0.031991988420486402 3.1750000000000003 3.6350000000000002 -335.49999999999994 -3.4999999999999996 3.6950000000000007 inf 0.49114476144313818 0.089183576405048315 -9.4999999999999982 0.0017540019471198002 1.0000000180025095e-35 2.5250000000000004 3.4519272958277731e-05 2.3750000000000004 0.99962311983108532 1.0000000180025095e-35 3.2050000000000005 -8.4999999999999982 3.9350000000000005 5.535000000000001 decision_type=2 2 2 10 10 10 10 2 2 2 10 10 10 8 10 8 2 2 8 2 2 8 2 10 2 2 10 8 10 10 left_child=2 4 8 12 21 11 10 13 22 -8 -5 -6 -4 -3 23 18 -7 -11 19 -10 -14 -2 -1 -15 26 -17 -9 -28 -29 -30 right_child=1 7 3 6 5 16 9 24 15 17 -12 -13 20 14 -16 25 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31 leaf_value=-0.011701787162342787 0.018993133013697431 0.025001032837071641 0.026478153483801711 0.0040077969427243154 0.0082869848885673801 0.012535265757265003 -0.0032578811367749124 0.028118969758600905 -0.0095233433323503626 0.0020357291392632858 -0.010119913194370077 -0.0072592780063731937 0.0065720148234457362 0.028516195115754633 -0.0014435666331143178 -0.003567849560295943 0.018765947012137737 0.0066534403787904539 -0.010982507390387773 -0.0070766175228779652 0.016694275585691955 0.026182061041569255 -0.010867507030539127 0.021894504484124971 0.028229504175861758 0.0056869146861051826 0.027316211645333897 0.024918923401565221 0.0090660534786509064 0.021972654096418825 leaf_weight=59409.899642154574 168.16207040846348 1536.7311135530472 103.62308648228645 163.20987737178802 132.55989418923855 820.73877593874931 1253.3721053749323 1471.2064906656742 2302.8293777406216 778.66305580735207 920.83879925310612 364.15748585760593 143.40168055891991 339.92972303926945 185.29028663039207 266.47524257004261 590.70535171031952 517.29749085009098 1233.5079569965601 1822.6019366383553 96.383167281746864 335.77850516140461 8183.0571480989456 169.91350282728672 23722.941896617413 70.319697752594948 1266.2794669121504 92.883216738700867 112.46002694964409 34.578939437866211 leaf_count=462147 846 7293 563 1002 739 4593 8595 6510 17342 5037 6507 2307 869 1543 1016 1847 3011 3112 9077 13437 550 1644 62843 805 103933 472 5770 418 525 159 internal_value=0 0.0265796 -0.0108132 -0.000610001 0.0131892 0.0103913 -0.00212504 0.027696 -0.0113668 0.000370143 -0.0079929 -0.00311042 0.0154197 0.0231045 0.0189118 -0.00859 0.0151429 0.00387894 -0.00902707 -0.00844239 0.0106407 0.0237832 -0.0116008 0.0263094 0.0280798 -0.00163554 0.0268867 0.0256831 0.0170635 0.0121013 internal_weight=0 31344.3 77265.5 3976.79 2412.1 1908.16 3633.38 28932.2 73288.7 2549.33 1084.05 496.717 343.408 2231.86 695.134 5695.73 1411.44 1295.96 5358.94 4125.43 239.785 503.941 67593 509.843 26700.4 336.795 2977.41 1506.2 239.922 147.039 internal_count=734512 141112 593400 26235 13140 10650 24253 127972 567165 16744 7509 3046 1982 10657 3364 42175 7604 8149 39856 30779 1419 2490 524990 2348 117315 2319 13382 6872 1102 684 is_linear=0 shrinkage=0.01 Tree=25 num_leaves=31 num_cat=0 split_feature=11 11 11 10 10 1 1 11 11 11 10 10 2 1 10 10 1 10 6 2 6 6 0 11 2 2 1 11 10 11 split_gain=304496 4527.38 4345.41 940.238 687.303 1186.69 524.795 498.423 477.604 317.909 273.73 230.405 215.195 173.349 171.938 170.792 656.725 406.282 147.267 135.104 76.7287 70.8158 68.6805 65.9094 64.2658 64.1998 61.2017 60.7561 55.2792 50.3273 threshold=0.1800593510270119 0.76014459133148204 0.007890905253589103 1.635 2.6550000000000007 -390.49999999999994 -380.49999999999994 0.98303884267807018 0.0004375023563625001 0.031991988420486402 3.1750000000000003 3.6350000000000002 0.031331806282722509 -335.49999999999994 inf 2.6550000000000007 -4.4999999999999991 3.9650000000000003 1.5000000000000002 0.031331806282722509 1.5000000000000002 472.50000000000006 1.0000000180025095e-35 0.49114476144313818 0.13363095238095238 0.050179856115107911 -9.4999999999999982 0.0017540019471198002 2.5250000000000004 3.4519272958277731e-05 decision_type=2 2 2 10 10 10 10 2 2 2 10 10 2 10 8 10 8 10 2 2 2 2 2 2 2 2 8 2 8 2 left_child=2 4 8 13 28 11 10 15 29 25 -5 -6 -7 -4 26 -3 21 -18 -14 22 -21 -17 -11 -20 -15 -8 27 -10 -2 -1 right_child=1 7 3 6 5 12 9 -9 14 19 -12 -13 18 24 -16 16 17 -19 23 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011680312106255459 0.01864463220043576 0.02701849872183416 0.025865056168450435 0.0039583388549954629 0.0081038146234971992 0.020836551938747179 0.0013666935253343112 0.027571522095170466 -0.0094902029319063955 0.014118132070477983 -0.010086135848117524 -0.0073462825363713336 0.016811669847787109 0.018943177125824523 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1589 117315 17342 943 6507 2282 2246 368 2319 6011 747 908 2072 2404 3972 69 830 1177 1051 7006 9077 13437 1644 62843 internal_value=0 0.0261017 -0.0107865 -0.000604476 0.0129779 0.0102359 -0.00210705 0.0271935 -0.0113431 0.000366348 -0.00795539 -0.00318412 0.0148471 0.015141 -0.00855423 0.0226736 0.0209276 0.00811209 0.0123298 0.00383135 0.00205081 0.0241184 0.00967298 0.00905997 0.010472 -0.00323212 -0.00899218 -0.00840651 0.023307 -0.0115786 internal_weight=0 31597.6 76684.7 3974.18 2426.73 1917.67 3627.97 29170.9 72710.5 2549.66 1078.31 490.408 1427.26 346.214 5662.53 2251.42 1606.05 320.152 1004.9 1298.92 995.49 1285.9 303.428 581.02 241.202 1250.74 5326.1 4101.73 509.067 67048 internal_count=734512 141112 593400 26235 13140 10650 24253 127972 567165 16744 7509 3015 7635 1982 42175 10657 7735 1655 5495 8149 6376 6080 1773 3249 1419 8595 39856 30779 2490 524990 is_linear=0 shrinkage=0.01 Tree=26 num_leaves=31 num_cat=0 split_feature=11 11 11 10 10 47 11 47 11 11 10 2 10 11 10 47 11 47 10 5 6 38 10 10 5 2 10 10 2 2 split_gain=297497 4385.63 4326.16 915.58 719.281 868.671 479.06 378.25 289.008 277.027 217.55 200.597 170.763 148.078 133.288 236.831 130.167 128.702 105.639 101.82 95.6892 93.9066 89.5628 81.1092 81.1076 75.5761 61.3903 58.8606 55.4401 52.7469 threshold=0.1800593510270119 0.85901859402656566 0.007890905253589103 1.635 2.6550000000000007 1.0000000180025095e-35 0.0004375023563625001 1.0000000180025095e-35 0.99188911914825451 0.044676627963781308 2.9250000000000003 0.050179856115107911 inf 0.6303343176841737 2.6550000000000007 1.0000000180025095e-35 0.49114476144313818 1.0000000180025095e-35 3.6950000000000007 1.5000000000000002 97.500000000000014 1.0000000180025095e-35 5.3550000000000013 3.6350000000000002 2.5000000000000004 0.031331806282722509 3.2350000000000008 2.5250000000000004 0.13363095238095238 0.031331806282722509 decision_type=2 2 2 10 10 2 2 2 2 2 10 2 8 2 10 2 2 2 10 10 2 2 10 10 10 2 10 8 2 2 left_child=2 4 6 17 27 16 -1 10 14 25 -5 -7 -8 20 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72135.7 3622.46 28870.9 2235.5 1386.96 1526.26 5629.55 1022.81 2295.25 1563.59 794.108 348.955 489.689 908.881 670.219 320.405 292.991 374.327 574.368 1326.62 419.781 646.876 229.492 280.471 internal_count=734512 141112 593400 26235 15728 12623 567165 24253 125384 14620 9633 7935 42175 5440 10554 7312 4688 1982 2376 5571 3703 1602 1474 2077 3135 9049 2611 3105 1340 1596 is_linear=0 shrinkage=0.01 Tree=27 num_leaves=31 num_cat=0 split_feature=11 11 11 10 10 1 1 11 10 11 11 11 10 11 10 1 10 10 2 2 6 5 2 10 6 1 1 11 6 10 split_gain=290766 4307.25 4251.76 892.86 692.276 1369.15 562.699 480.552 322.053 285.517 278.429 225.691 169.594 148.301 144.493 442.501 411.462 141.592 134.163 105.502 97.8474 80.2752 75.5892 72.7592 68.4016 65.0416 61.4974 61.0168 60.6667 59.3765 threshold=0.1800593510270119 0.007890905253589103 0.85901859402656566 2.7050000000000005 2.6550000000000007 -390.49999999999994 -390.49999999999994 0.0004375023563625001 3.6350000000000002 0.99641901254653942 0.044676627963781308 0.49114476144313818 inf 0.044676627963781308 2.6550000000000007 -8.4999999999999982 3.9650000000000003 3.1750000000000003 0.040202020202020204 0.031331806282722509 1.5000000000000002 1.5000000000000002 0.031331806282722509 1.3650000000000004 450.50000000000006 -20.499999999999996 -9.4999999999999982 0.0017540019471198002 1.5000000000000002 5.7950000000000008 decision_type=2 2 2 10 10 10 10 2 10 2 2 2 8 2 10 8 10 10 2 2 2 10 2 10 2 8 8 2 2 10 left_child=1 7 4 13 -2 8 17 -1 -6 14 22 18 26 -3 -4 24 -17 -5 -7 -12 -20 -13 -8 25 -16 -15 27 -9 -21 -18 right_child=2 3 9 6 5 11 10 12 -10 -11 19 21 -14 23 15 16 29 -19 20 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011534998390723661 0.02294330252494205 0.0061880973928704419 0.026539903261437549 0.002472593403811502 0.0097852780688735923 0.018216250352381957 0.0020390367904681303 -0.0094260333585857621 -0.0069183455335867262 0.026704403568064999 0.0099562985707282066 0.020873640915134623 -0.0015920703671790457 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619 872 1232 1743 17342 2585 112155 1371 3270 2319 519 6898 1024 864 6416 1332 1777 2049 1283 8140 588 65 334 9077 13437 2969 91 internal_value=0 -0.010734 0.0252065 -0.000593608 0.0138416 0.0112939 -0.00250141 -0.0112963 -0.00219362 0.0263732 9.29739e-05 0.015646 -0.00848301 0.0111986 0.023409 0.02183 0.0126459 -0.00885054 0.0118953 0.00417667 0.00936864 0.0190583 -0.00271846 0.0165541 0.0243098 0.0207082 -0.00892274 -0.00833253 0.00233064 0.00164619 internal_weight=0 75533.1 32066.3 3968.75 2985.37 2332.46 3416.08 71564.3 569.028 29080.9 2425.13 1763.43 5596.8 552.669 2922.84 1942.99 413.078 990.956 840.051 988.825 600.154 923.383 1436.3 267.14 1529.91 163.529 5261.07 4053.18 749.449 186.518 internal_count=734512 593400 141112 26235 15728 12623 23035 567165 3457 125384 16000 9166 42175 3200 13229 8942 1979 7035 4613 6117 3381 4553 9883 1441 6963 853 39856 30779 4746 955 is_linear=0 shrinkage=0.01 Tree=28 num_leaves=31 num_cat=0 split_feature=10 47 10 3 10 0 28 47 10 2 3 0 10 10 0 2 3 10 18 10 10 10 10 10 2 0 10 3 5 0 split_gain=137010 13842.2 7543.88 4472.64 2892.17 2548.09 2443.83 2174.5 1831.91 1548 6130.6 1185.5 1160.19 1149.73 911.878 877.596 801.866 719.298 631.568 617.386 587.795 1052.9 751.771 567.723 505.805 450.76 444.801 407.629 473.673 404.086 threshold=3.1750000000000003 1.0000000180025095e-35 3.1750000000000003 1.0000000180025095e-35 3.7550000000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.4150000000000009 0.091553836234687255 0.90943267259056748 1.0000000180025095e-35 4.205000000000001 7.0450000000000008 1.0000000180025095e-35 0.05298245614035086 0.9740215924426453 2.6550000000000007 1.0000000180025095e-35 6.0750000000000011 9.8950000000000014 8.1200000000000028 8.2700000000000014 2.3250000000000006 0.025978407557354904 1.0000000180025095e-35 8.2700000000000014 0.22257107971393683 1.5000000000000002 1.0000000180025095e-35 decision_type=10 2 8 2 10 2 2 2 10 2 2 2 10 10 2 2 2 10 2 10 10 10 10 10 2 2 10 2 10 2 left_child=1 6 17 5 7 8 18 25 -2 10 13 15 -7 -6 19 -4 -12 29 23 -11 21 27 -23 -1 -8 -5 -18 28 -21 -3 right_child=3 2 11 4 9 12 24 -9 -10 14 16 -13 -14 -15 -16 -17 26 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.025378141905161508 0.00098008177932486142 0.00080483191502686417 0.023641423102889775 0.0052768214334749028 -0.0091558336000898861 0.006792639221039877 0.018285517207622521 -0.0058830186412267447 0.017347480989602312 -0.0096301668666581991 -0.010160543887971789 0.023368330130837719 -0.0058261327139042243 0.025089208208895045 -0.0045415859728321056 0.0094288727256123927 -0.00089677569996159698 -0.003790720777095653 0.0019766970526119481 0.016377014000495488 -0.010703034856622471 0.020713531517899082 -0.0016122469658678934 0.021595788845442651 -0.0042585858099735028 0.016496832336546845 -0.0080015671816038286 -0.00706473652475336 -0.0099777023465257714 0.010196858944840988 leaf_weight=13151.722441136837 1623.9632758647203 1280.260910756886 579.19227632880211 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0.50151515151515158 0.74443344878772899 -71.499999999999986 0.12560679611650488 -64.499999999999986 -65.499999999999986 -31.499999999999996 -30.499999999999996 0.66751700680272119 0.65858556175923211 0.3322510822510823 0.71068484464172488 29.500000000000004 0.98728813559322048 0.32444286391654814 0.34556677890011228 -90.499999999999986 0.33463541666666669 -189.49999999999997 -123.49999999999999 -189.49999999999997 -39.499999999999993 -59.499999999999993 -61.499999999999993 decision_type=8 2 2 8 2 2 2 2 10 2 10 10 10 10 2 2 2 2 8 2 2 2 10 2 10 10 10 10 10 10 left_child=1 3 8 24 5 -2 -6 14 17 10 11 -10 25 -14 15 -8 -11 -3 19 -9 -7 -22 -4 -18 -1 26 -5 -27 29 -24 right_child=4 2 22 12 6 20 7 18 9 16 -12 -13 13 -15 -16 -17 23 -19 -20 -21 21 -23 28 -25 -26 27 -28 -29 -30 -31 leaf_value=0.0010644071611359729 0.01596760023908142 -0.0085256033765078731 -0.0004754436922386847 0.0062525681984080062 0.020153691156994329 0.0036282941521582489 0.0046140390285007472 0.0042827607517523974 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16807 106631 21486 37546 13567 23979 13850 9304 is_linear=0 shrinkage=0.01 Tree=30 num_leaves=31 num_cat=0 split_feature=47 28 18 3 3 2 2 5 2 4 5 4 5 2 2 2 4 2 2 5 2 3 3 27 2 2 5 5 2 5 split_gain=37743.8 11633.1 9797.12 9315.08 5248.2 3588.25 3121.07 3031.48 1935.66 1292.43 1254.73 1230.48 1121.37 1093.85 836.5 818.707 584.943 697.894 539.8 532.175 3907.89 2905.34 499.025 498.276 469.625 449.962 386.187 381.091 380.404 376.368 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.091229193341869366 0.51271277741865984 0.50151515151515158 0.74443344878772899 1.5000000000000002 1.0000000180025095e-35 27.500000000000004 2.5000000000000004 20.500000000000004 2.5000000000000004 0.96811483739837412 1.0000000180025095e-35 1.0000000180025095e-35 29.500000000000004 0.98728813559322048 0.66751700680272119 1.5000000000000002 0.091553836234687255 0.90943267259056748 0.68203058623619384 1.0000000180025095e-35 0.65858556175923211 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 0.33463541666666669 5.5000000000000009 decision_type=2 2 2 2 2 2 2 10 2 8 10 10 10 2 2 2 8 2 2 8 2 2 2 2 2 2 10 10 2 10 left_child=1 2 4 11 5 -1 10 23 9 -5 18 13 19 -2 -9 -3 17 -8 24 22 21 -21 28 25 -7 -6 -18 -16 -10 -15 right_child=3 15 -4 8 7 6 16 14 12 -11 -12 -13 -14 29 27 -17 26 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.017847484484091413 -0.00649492933042133 0.0056830436379505158 -0.007953781600505647 -0.0077152827868277683 0.014488499347836567 0.0055868765287225806 0.002934777581599123 0.013992596475824813 -0.001080049147248597 0.0060435046158353106 -0.0082836742213960295 0.0070626549024975097 -0.0096509398046526508 0.0046794743991984611 -0.0010426925367250097 -0.0091016025033566015 0.017786271670902479 0.016188875076494597 -0.0022987177543843927 0.024004598379204101 -0.0062044939755743992 -0.0081435635393627623 -0.0086473124821131852 -0.011379643597543114 0.013468651164479926 0.0081038725687093329 -0.0024738451422876141 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1199.86 1038.22 497.575 415.725 414.815 threshold=3.1750000000000003 1.0000000180025095e-35 3.1750000000000003 1.0000000180025095e-35 3.7850000000000006 1.0000000180025095e-35 5.5000000000000009 0.091553836234687255 0.90943267259056748 7.0450000000000008 9.8950000000000014 5.5950000000000006 2.3250000000000006 4.205000000000001 0.9740215924426453 2.6550000000000007 6.1150000000000011 9.8950000000000014 8.1200000000000028 0.25092592592592594 0.22257107971393683 6.2950000000000008 0.05298245614035086 4.995000000000001 1.0000000180025095e-35 4.9850000000000012 0.74478940512375169 4.9150000000000009 8.2700000000000014 1.0000000180025095e-35 decision_type=10 2 8 2 10 2 8 2 2 10 10 10 10 10 2 10 10 10 10 2 2 10 2 10 2 10 2 10 10 2 left_child=1 12 15 6 5 -5 10 8 9 -6 11 13 -1 -2 -10 -3 23 18 20 -20 21 -18 -4 24 25 -9 -27 -8 -16 -13 right_child=3 2 22 4 7 -7 27 16 14 -11 -12 29 -14 -15 28 -17 17 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.024116123848398421 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105.17675782740116 3204.2914361357689 294.27396108955145 409.80761776119471 5074.3741161674261 214.4322797358036 3037.3316467404366 29839.897361047566 11195.726479567587 122.77532083541155 241.40749330073595 513.22093539685011 1438.5925546586514 1146.4020055904984 leaf_count=58648 7782 12812 6240 12257 864 20915 837 40789 32006 3279 6821 2129 28428 29394 15267 19020 842 26158 1435 2861 38996 1116 16192 238116 88939 963 1132 2341 11346 6587 internal_value=0 0.0182526 0.00848134 -0.0067635 -0.00757315 -0.000182901 -1.46889e-05 -0.00812542 -0.00420603 0.0199408 -0.00140842 -0.000170967 0.0227373 -0.00214476 -0.00703005 -0.000294521 -0.00871915 -0.00632386 -0.00396731 0.00906669 -0.00566865 0.00808841 0.0176155 -0.00919386 -0.0078129 -0.00506737 0.0125149 0.0168614 -0.00372408 0.00715707 internal_weight=0 28744.9 9042.59 77949.1 69599.3 4839.51 8349.73 64759.8 8519.54 892.052 7712.76 6866.27 19702.3 5409.29 7627.49 4611.75 56240.3 9302.36 6098.06 704.082 5393.98 319.609 4430.84 46937.9 17098 5902.3 364.183 636.971 3666.69 1456.98 internal_count=734512 141340 54264 593172 537281 33172 55891 504109 62762 4143 52713 45892 87076 37176 58619 31832 441347 71408 45250 4296 40954 1958 22432 369939 131823 42884 2095 3178 26613 8716 is_linear=0 shrinkage=0.01 Tree=32 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 1 2 10 1 10 1 6 1 10 1 2 1 6 10 1 10 1 0 10 0 10 2 0 2 2 split_gain=128548 16335.7 5595.21 5366.47 2916.09 3649.8 2832.9 2759.74 2402.2 1835.44 1758.87 1296.31 1035.22 959.676 1359.94 826.403 883.68 731.844 713.402 601.891 1412.71 2477.71 574.913 568.206 517.704 514.81 483.895 470.824 462.718 1231.49 threshold=3.1750000000000003 -32.499999999999993 2.5000000000000004 1.0000000180025095e-35 6.0550000000000006 -71.499999999999986 0.98728813559322048 3.8450000000000002 -45.499999999999993 5.4150000000000009 -361.49999999999994 30.500000000000004 -30.499999999999996 3.5950000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -37.499999999999993 28.500000000000004 8.4000000000000021 -68.499999999999986 6.6750000000000007 -49.499999999999993 1.0000000180025095e-35 8.3400000000000016 1.0000000180025095e-35 2.3250000000000006 0.025978407557354904 1.0000000180025095e-35 0.21081871345029238 0.20701970443349751 decision_type=10 8 2 10 10 8 2 10 10 10 10 2 10 10 8 2 8 2 10 8 10 10 2 10 2 10 2 2 2 2 left_child=1 3 4 11 7 18 13 10 -7 -8 -2 24 25 14 -4 16 27 19 23 -15 28 -22 -5 -6 26 -3 -1 -9 29 -21 right_child=2 12 6 22 5 8 9 15 -10 -11 -12 -13 -14 17 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.022293558239210469 0.013170063361481537 0.024205275897443399 -0.0077867187290980222 -0.0034233597498461131 -0.00054334247823730245 0.020337075470269174 -0.0059028339956444034 0.0073825336723008098 -0.0098618076928561303 0.019642056705298533 -0.001895974051112989 0.00066530828258003411 0.0078244920568629958 -0.0093064143268964897 0.010751915807658378 -0.0069546148918858469 -0.0071162133652949554 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3079 4726 8117 347 7316 26223 8072 10928 40520 1001 internal_value=0 0.0179862 -0.00672979 0.00633479 -0.00302258 0.00486015 -0.00867576 -0.00440821 0.015146 0.00701462 0.00416369 0.0147432 0.0228412 -0.00903074 -0.00192324 -0.0058261 -0.00206761 -0.00930222 -0.00403001 -0.00777718 -0.00570481 0.00439592 -0.00117911 0.00137471 0.0170405 0.0231794 0.0135199 0.00182273 -0.00743921 -0.0029007 internal_weight=0 28878.2 77559.3 8493.91 26697.8 3991.36 50861.5 22706.4 1850.43 1125.25 3222.81 4008.36 20384.3 49736.2 1829.83 19483.6 4499.21 47906.4 2140.93 18992.2 8064.03 1181.76 4485.56 1140.84 3446.03 19935.3 1888.21 2541.09 6882.27 1693.61 internal_count=734512 141340 593172 52589 191000 25351 402172 165649 9538 6628 20440 21286 88751 395544 12895 145209 30891 382649 15813 148408 60572 7805 31303 7781 17495 86040 10179 16768 52767 12247 is_linear=0 shrinkage=0.01 Tree=33 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 10 10 10 5 10 5 10 10 5 10 5 10 10 10 5 10 5 10 5 4 10 10 5 split_gain=125785 5466.63 3529.66 2021.65 4461 2583.98 1204.67 4276.02 943.912 673.857 835.907 586.026 438.815 368.257 709.813 360.995 325.728 321.188 305.583 297.362 531.318 290.663 238.7 1166.91 224.711 215.937 181.464 166.118 366.535 185.96 threshold=3.1750000000000003 2.2150000000000003 3.7550000000000003 6.0750000000000011 8.4000000000000021 8.1200000000000028 7.0550000000000006 7.0450000000000008 2.7750000000000004 6.1250000000000009 1.5000000000000002 4.5750000000000011 2.5000000000000004 6.9850000000000012 7.035000000000001 1.5000000000000002 2.2150000000000003 2.5000000000000004 3.3550000000000004 8.2700000000000014 8.3400000000000016 1.5000000000000002 9.8950000000000014 5.5000000000000009 6.1150000000000011 2.5000000000000004 28.500000000000004 6.2750000000000012 6.6150000000000011 3.5000000000000004 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=1 16 18 11 5 6 7 9 -3 10 24 -4 26 27 17 -13 -1 -15 -2 21 -21 -7 23 -6 -5 -9 -10 -11 29 -29 right_child=2 8 3 4 22 19 -8 25 12 13 -12 15 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.018775354276913358 0.0040793182174527556 0.015199955391662903 -0.0058133145238401743 -0.0013085508193988609 -0.0086665885189153025 -0.0049845504283013674 -0.0066763277989273749 0.023817035021132672 0.012863229536058443 -0.0085479886800677047 -0.0091833786046889194 -0.0078715694883447554 -0.0047923269136618219 0.023417077161644099 -0.011440158023329736 -0.0096466979538173351 0.021668134065787267 -0.011131642824031115 -0.0007942531239896653 -0.0051903478249360202 0.025753184836248812 0.022460253041851178 -0.010801480719345913 0.020488861899859098 0.01732420175423972 -0.011906075282702062 0.0085108177974306184 0.0020397493884551539 -0.0078546446290671031 -0.0075399477302710198 leaf_weight=5435.6450543105602 2041.4818556755781 4295.3337488546968 8581.9280531480908 77.277485728263855 2811.9540514871478 41.251538626849651 2518.30661367625 780.27422772347927 1251.667084351182 923.21388232707977 222.52454968541861 25867.443941712379 222.78741589933634 169.81983987987041 138.74375163018703 20563.326752230525 13710.598466411233 31.975555501878262 3479.2493290677667 136.10208360850811 93.68714228272438 598.00435395538807 5204.1441605910659 144.32297401130199 398.4614949375391 17.296154215931892 4081.8225603625178 1007.5352759212255 1064.832918189466 253.64939700812101 leaf_count=25738 13085 22033 64738 560 22686 284 19602 3221 6789 7276 1773 201586 1602 806 1143 165217 61326 258 23973 1042 426 2627 43022 676 1883 134 23852 6871 8304 1979 internal_value=0 0.0177324 -0.00669666 -0.00729035 -0.00423544 0.000846914 -0.00102002 0.00178088 0.0116794 -0.00217373 0.00681459 -0.00821401 0.00895788 -0.00392209 0.00597139 -0.00865774 0.0208469 0.0179426 0.00100792 0.0171821 0.00742561 0.0206892 -0.00951244 -0.00724324 0.0142976 0.0230423 0.00953224 -0.00495898 -0.00353448 0.000113081 internal_weight=0 28997.9 77166.8 71646.1 16633.4 8472.96 7603.91 5085.6 9851.61 4288.03 698.264 55012.7 5556.28 3589.77 340.539 46430.8 19146.2 201.795 5520.73 869.045 229.789 639.256 8160.42 2956.28 475.739 797.57 5333.49 3249.23 2326.02 1261.18 internal_count=734512 141340 593172 556114 124573 58189 53810 34208 54276 30853 4216 431541 32243 26637 2207 366803 87064 1064 37058 4379 1468 2911 66384 23362 2443 3355 30641 24430 17154 8850 is_linear=0 shrinkage=0.01 Tree=34 num_leaves=31 num_cat=0 split_feature=11 11 11 10 1 11 1 10 11 11 10 1 10 6 10 1 1 10 11 3 10 11 10 1 10 10 6 10 1 11 split_gain=265533 4266.21 3417.45 749.498 548.865 477.368 470.774 1217.23 303.775 282.778 232.951 206.544 624.692 169.678 140.803 130.572 104.256 101.222 86.2891 86.0075 80.9836 79.2513 218.348 90.9328 83.7846 76.0015 74.058 62.6278 62.5686 62.4259 threshold=0.1800593510270119 0.007890905253589103 0.76014459133148204 1.635 -380.49999999999994 0.00057753553846845017 -371.49999999999994 3.0450000000000004 0.031991988420486402 0.96394401788711548 3.1750000000000003 -364.49999999999994 3.6950000000000007 53.500000000000007 7.4250000000000007 -335.49999999999994 -31.499999999999996 2.1050000000000004 0.49114476144313818 0.96784532671629464 3.9350000000000005 0.9982588291168214 3.6650000000000005 -8.4999999999999982 3.1750000000000003 6.1150000000000011 1.5000000000000002 7.995000000000001 -4.4999999999999991 5.9105306718265645e-05 decision_type=2 2 2 10 10 2 10 10 2 2 10 10 10 2 8 10 8 10 2 2 10 2 10 8 10 8 2 8 8 2 left_child=1 5 6 15 10 29 7 17 -6 11 -5 12 -4 18 28 -3 25 -2 -8 26 -9 22 -18 -24 -23 -11 -10 -15 -7 -1 right_child=2 3 9 4 8 14 13 20 19 16 -12 -13 -14 27 -16 -17 21 -19 -20 -21 -22 24 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011536586218205476 0.024653971569895319 0.021966582461579193 0.022421563520681486 0.0026829230433159574 -0.0029182371513441388 -0.008076564846051756 0.014362626403969467 0.0023230204035014561 0.005993496453802049 0.027181870305722371 -0.0099704383274716434 0.022946025162930619 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leaf_count=478015 946 563 1670 1002 8595 25716 4441 639 3211 11354 6507 5491 882 1216 3470 1419 3481 544 3098 715 2129 72545 166 672 11293 20418 4223 127 7781 52183 internal_value=0 -0.0106285 0.0236139 -0.000501834 -0.00190205 -0.0112046 0.0123009 0.00577105 0.00065852 0.0245348 -0.00790844 0.0206103 0.0155025 0.0152207 -0.00817222 0.0130969 0.0247723 0.0205703 0.016482 0.0040529 -0.00500955 0.0244155 0.0216791 0.0116261 0.0245521 0.0257937 0.00320585 0.00733668 -0.00874734 -0.0114321 internal_weight=0 73125.9 32805 3936.21 3568.75 69189.7 2469.23 762.943 2502.09 30335.7 1066.66 1731.22 543.255 1706.29 4829.02 367.462 28604.5 321.542 1470.95 1283.77 441.402 21198.7 1008.07 177.921 20190.7 7405.75 1159.59 235.331 4337.03 64360.7 internal_count=734512 593400 141112 26235 24253 567165 13140 4258 16744 127972 7509 8043 2552 8882 36967 1982 119929 1490 7539 8149 2768 88157 4319 838 83838 31772 7434 1343 33497 530198 is_linear=0 shrinkage=0.01 Tree=35 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 11 11 1 1 1 6 6 5 5 6 1 2 1 11 11 6 11 6 11 2 6 6 2 11 0 split_gain=259954 4247.52 3332.65 478.988 453.222 378.437 282.81 226.476 219.663 167.104 164.029 163.62 107.189 100.315 100.03 93.3762 90.5801 71.198 69.9806 68.5255 62.5005 60.8846 56.4604 55.9254 53.7515 45.9209 45.7689 47.5871 45.0374 41.4458 threshold=0.1800593510270119 0.007890905253589103 0.76014459133148204 0.00050369312521065005 -371.49999999999994 0.044676627963781308 0.98303884267807018 -367.49999999999994 -3.4999999999999996 -364.49999999999994 3.5000000000000004 53.500000000000007 1.5000000000000002 1.5000000000000002 3.5000000000000004 -31.499999999999996 0.031331806282722509 -9.4999999999999982 0.0017540019471198002 0.49114476144313818 472.50000000000006 0.36455024778842932 133.50000000000003 5.9105306718265645e-05 0.05298245614035086 1.5000000000000002 3.5000000000000004 0.74443344878772899 0.99981766939163219 1.0000000180025095e-35 decision_type=2 2 2 2 10 2 2 10 8 10 2 2 10 10 2 8 2 8 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 23 10 9 8 26 20 -3 19 13 22 21 -10 -8 -11 18 -5 -2 -4 -6 -9 -1 -20 -15 27 -7 -17 -18 right_child=2 5 6 17 11 7 15 12 14 16 -12 -13 -14 25 -16 28 29 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011516853995693034 0.0057353309669278723 -0.0074263753641196726 0.023079738622562736 -0.0088743251209038344 0.014652761996685009 -0.0013000580498773759 0.025435899959482935 0.0083265837302342674 0.018414553573642922 0.0033792908601894761 -0.00070587852978433463 0.0072353679699318704 0.00076148200976745341 0.014827325120803486 0.0098759419532954591 0.022566452507846044 -0.0033417215276000372 -0.010449882980968243 -0.0025657256208359552 0.013168850144444175 0.0018495603310413541 0.019458609622358521 -0.0016736878403987891 -0.010512186740067082 -0.0069971465651500241 0.007611635482799306 -0.0056877911972245511 0.010084748642053167 0.024247214172182036 0.001770032326664684 leaf_weight=57376.354516856372 277.67010551691055 654.88759120553732 1586.0387997329235 2092.5416186377406 421.26156495511532 275.30057421326637 7081.7625743001699 751.64389565587044 548.78808371722698 314.61112323403358 262.0713968873024 236.23351335525513 322.46333496272564 195.44179853796959 182.93578214943409 1737.4991369694471 1102.3204443156719 1136.9497619643807 331.70838584005833 224.09755569696426 13.989101052284239 704.41734562814236 61.042373672127724 6132.9482797309756 1565.7152561247349 160.72963093221188 223.55457556247711 42.364258095622063 19339.714712813497 185.27274169027805 leaf_count=478015 1540 4655 7223 16418 2241 1758 30113 4474 2448 1990 1615 1343 2071 1004 916 7283 7831 8628 2423 1103 70 3415 402 49628 12053 879 1572 236 79919 1246 internal_value=0 -0.0106033 0.0232583 -0.0111825 0.0121151 -0.000497319 0.0241653 0.00310183 0.0208185 -0.00317045 0.00570624 0.0149644 0.00563979 0.0161966 0.0162798 0.0244425 -0.00143087 -0.00824229 -0.00761323 0.00905526 0.0228941 0.0176601 0.00757544 -0.0114198 -0.00622244 0.0115711 -0.00222129 0.000218237 0.0241087 -0.00260619 internal_weight=0 72569.7 32972.7 68636.2 2481.92 3933.46 30490.7 1676.37 2331.75 2257.09 763.839 1718.08 1135.15 1481.85 731.724 28159 1602.2 5126.92 3989.97 501.768 1600.03 1125.68 812.686 63509.3 1897.42 356.171 541.219 317.665 21077.2 1287.59 internal_count=734512 593400 141112 567165 13140 26235 127972 10513 10657 15722 4258 8882 6947 7539 3364 117315 11067 39522 30894 2643 7293 5656 4876 527643 14476 1883 3566 1994 87202 9077 is_linear=0 shrinkage=0.01 Tree=36 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 3 3 0 3 3 0 3 3 0 11 11 4 0 3 3 0 3 3 11 11 4 0 3 split_gain=254557 4229.94 3256.58 480.712 371.103 283.805 225.922 95.05 92.7348 80.5509 79.8376 93.7516 77 67.028 57.0531 66.1508 56.9357 56.2922 54.7453 44.5698 49.3411 42.0652 37.7097 58.3837 47.5322 34.256 33.5905 33.4428 28.2134 27.8261 threshold=0.1800593510270119 0.007890905253589103 0.76014459133148204 0.00050369312521065005 0.044676627963781308 0.98303884267807018 0.49114476144313818 1.0000000180025095e-35 0.9566262541806021 1.0000000180025095e-35 1.0000000180025095e-35 0.96784532671629464 1.0000000180025095e-35 1.0000000180025095e-35 0.96992311171415657 1.0000000180025095e-35 0.0017540019471198002 5.9105306718265645e-05 23.500000000000004 1.0000000180025095e-35 0.96190130624092907 1.0000000180025095e-35 1.0000000180025095e-35 0.94754041967664271 0.16749174917491746 0.254873737692833 0.92614999413490307 26.500000000000004 1.0000000180025095e-35 0.94754041967664271 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 10 2 2 left_child=1 3 6 17 14 22 7 27 9 25 18 12 -12 -8 15 21 -5 -1 -6 20 -15 -3 23 24 -4 -9 -26 -2 29 -18 right_child=2 4 5 16 10 -7 13 8 -10 -11 11 -13 -14 19 -16 -17 28 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.011497359994192307 0.0051119402038435589 0.00042946030804718222 0.022242314127850462 -0.0092242874792847814 -0.0038971278779434465 0.024087122797099927 0.019681398104732264 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545.77647185325623 533.55988122522831 275.6314991414547 467.32586789131165 143.44157967716455 leaf_count=478015 182 1003 1415 20764 214 117315 1279 1611 763 902 6737 833 1146 2756 1121 2806 14224 49628 1583 790 396 10792 3323 936 2569 3073 2414 1388 3458 1076 internal_value=0 -0.0105782 0.0229151 -0.0111605 -0.00049268 0.0238098 0.0119295 0.0093498 0.00799894 0.00688644 0.00306558 0.0020136 0.00110859 0.0154392 -0.00314544 -0.00360493 -0.0082069 -0.0113996 0.00758525 0.0139445 0.0127039 -0.00450787 0.0204689 0.019598 0.0188603 0.00556499 0.017848 0.0142424 -0.00710909 -0.00762963 internal_weight=0 72017.7 33131 68086.2 3931.51 30635.7 2495.24 1438.15 1126.99 979.639 1679.17 1362.12 1217.27 1057.09 2252.34 2079.05 5097.68 62988.5 317.042 781.67 615.52 1654.98 2347.78 1594.71 1388.35 808.035 1068.52 311.166 2451.93 1984.6 internal_count=734512 593400 141112 567165 26235 127972 13140 7919 6349 5586 10513 8716 7883 5221 15722 14601 39522 527643 1797 3942 3152 11795 10657 7334 6398 4684 4983 1570 18758 15300 is_linear=0 shrinkage=0.01 Tree=37 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 11 1 1 11 1 0 5 3 0 3 1 5 5 3 11 1 11 5 11 5 3 3 11 11 split_gain=249356 4241.72 3278.68 481.658 383.432 293.503 284.825 216.572 207.761 192.973 153.583 149.024 101.713 83.1247 82.1438 81.0705 80.5855 76.7662 76.7521 55.7161 52.8024 47.1353 52.3398 45.1198 45.0689 44.1758 41.7839 40.1508 36.2207 30.5698 threshold=0.12629276514053342 0.76014459133148204 0.0038593490608036002 -371.49999999999994 0.031991988420486402 0.00020295658032405003 0.98303884267807018 -390.49999999999994 -3.4999999999999996 0.36455024778842932 -390.49999999999994 1.0000000180025095e-35 1.5000000000000002 0.25018968133535663 1.0000000180025095e-35 0.94754041967664271 -31.499999999999996 1.5000000000000002 1.5000000000000002 0.25018968133535663 0.49114476144313818 -9.4999999999999982 0.0012464885949156502 2.5000000000000004 0.99981766939163219 1.5000000000000002 0.96784532671629464 0.52316636851520582 0.010294413659721552 0.49114476144313818 decision_type=2 2 2 10 2 2 2 10 8 2 10 2 10 2 2 2 8 10 10 2 2 8 2 8 2 10 2 2 2 2 left_child=2 3 5 11 10 -1 8 19 -3 18 -4 13 26 -2 23 25 -8 -11 -5 -6 -15 22 -7 27 -18 28 -9 -10 -12 -13 right_child=1 6 4 9 7 21 16 12 14 17 15 29 -14 20 -16 -17 24 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011431281921959097 0.0099761936806175063 0.022133959691162483 -0.0085207782721840649 0.011998695340504796 0.0024404703760498793 -0.0094178086021993075 0.024662963035739477 0.0049469746422968648 0.016394880913609366 0.018043568275781768 -0.0044386548322590744 0.0084935890829206367 -0.00083957436315140819 -0.0014979729356223101 0.019960125940535853 0.0029230582185713529 0.02190053320373583 0.011909198880636256 0.0055157674760527462 -0.0056859482848555434 0.0051800543107647593 -0.010803239862161565 -0.0072129590704986656 0.0010089296482817755 0.023574433005324451 -0.006029629014608546 0.012187518930768334 0.010115164198598044 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0.0103227 -0.00399536 0.000676749 -0.00915647 -0.00869936 0.0131089 0.0234363 -0.00388201 0.00575283 0.0139272 -0.00283621 0.0113786 internal_weight=0 33712.7 71035.2 2942.27 4559.97 66475.2 30770.4 1647.71 2363.09 2033.9 2912.25 908.37 1135.63 656.136 739.802 2159.06 28407.4 1081.22 952.68 512.081 539.161 6261.64 4901.16 455.691 21246.7 1966.89 805.793 426.826 1322.76 252.234 internal_count=734512 143728 590784 15756 31789 558995 127972 10606 10657 10616 21183 5140 7157 3848 3364 15654 117315 5314 5302 3449 3239 49790 39221 2130 87202 14343 4975 1979 9553 1292 is_linear=0 shrinkage=0.01 Tree=38 num_leaves=31 num_cat=0 split_feature=11 11 11 10 10 1 1 11 11 11 10 1 10 10 11 1 10 1 0 10 10 10 1 11 10 1 10 10 1 11 split_gain=244324 4148.62 3271.06 592.969 592.148 1181.74 441.701 322.878 294.946 286.052 222.856 199.183 766.947 192.46 181.769 158.968 114.868 73.7756 65.9393 62.6388 60.408 49.3776 47.8079 44.4977 147.093 93.5649 91.6635 44.5473 40.0923 39.9689 threshold=0.12629276514053342 0.76014459133148204 0.0038593490608036002 1.3650000000000004 2.6550000000000007 -371.49999999999994 -390.49999999999994 0.031991988420486402 0.00020295658032405003 0.98303884267807018 3.6350000000000002 -3.4999999999999996 3.6950000000000007 3.1750000000000003 0.36455024778842932 -356.49999999999994 inf -31.499999999999996 1.0000000180025095e-35 5.6250000000000009 2.5250000000000004 5.6250000000000009 -69.499999999999986 0.99981766939163219 3.9350000000000005 -8.4999999999999982 3.2050000000000005 6.4350000000000014 -375.49999999999994 0.010294413659721552 decision_type=2 2 2 10 10 10 10 2 2 2 10 8 10 10 2 10 8 8 2 8 8 10 8 2 10 8 10 10 10 2 left_child=2 4 8 15 20 10 13 21 -1 11 -6 -3 -13 -5 -7 -4 28 19 -17 -11 22 29 -2 24 -19 -26 -25 -27 -10 -8 right_child=1 9 3 6 5 14 7 -9 16 17 -12 12 -14 -15 -16 18 -18 23 -20 -21 -22 -23 -24 26 25 27 -28 -29 -30 -31 leaf_value=-0.011411860343096682 0.0055672421786898173 0.021757535959473061 0.021191414677203139 0.00086500625707865554 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320.73051983118057 167.56424503028393 17150.143104374409 58.125498980283737 156.58000108599663 2410.7603264003992 24.898633614182472 4514.1679947823286 808.89189953356981 leaf_count=509205 210 7293 452 1058 898 4572 6398 6616 10512 9192 2894 2348 1016 7476 4503 1132 2574 6233 577 20921 1895 2376 784 69822 253 691 10097 106 36704 5704 internal_value=0 0.0220556 -0.01063 -0.00243131 0.0107389 0.00841041 -0.00351975 -0.00148667 -0.011196 0.0231385 -0.00353932 0.0198063 0.0155134 -0.00872652 0.0126608 0.00953656 -0.0091239 0.0234164 0.0059423 0.0242918 0.0193404 -0.0038685 0.0149706 0.0231208 0.0215978 0.0143155 0.0232579 0.0107789 -0.00946438 -0.00456866 internal_weight=0 33852.4 70488.8 4552.08 2956.5 2326.65 4172.59 3000.85 65936.8 30895.9 610.442 2377.88 743.084 1171.74 1716.21 379.485 6221.36 28518 290.039 7197.23 629.852 1964.86 210.586 21320.8 1759.91 239.604 19560.9 181.479 5853.8 1644.13 internal_count=734512 143728 590784 31789 15756 12867 29628 21094 558995 127972 3792 10657 3364 8534 9075 2161 49790 117315 1709 30113 2889 14478 994 87202 7283 1050 79919 797 47216 12102 is_linear=0 shrinkage=0.01 Tree=39 num_leaves=31 num_cat=0 split_feature=10 47 10 6 3 10 10 10 28 10 47 10 6 5 10 47 3 3 10 5 0 0 10 0 6 5 10 6 10 10 split_gain=111671 10212.8 5983.64 5332.45 2932.37 2824.3 4153.88 2672.26 1878.27 1428.63 1340.45 1017.3 988.183 864.712 817.518 647.504 625.191 732.707 617.758 598.172 572.548 455.723 448.66 446.602 418.2 675.364 602.509 392.661 377.041 429.045 threshold=3.1750000000000003 1.0000000180025095e-35 3.1750000000000003 4.5000000000000009 1.0000000180025095e-35 6.0550000000000006 8.4000000000000021 3.8450000000000002 1.0000000180025095e-35 5.4150000000000009 1.0000000180025095e-35 7.0450000000000008 16.500000000000004 1.5000000000000002 3.5950000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.99147117657755979 2.6550000000000007 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.3250000000000006 1.0000000180025095e-35 28.500000000000004 5.5000000000000009 7.4250000000000007 1.0000000180025095e-35 4.5750000000000011 4.4750000000000005 decision_type=10 2 8 2 2 10 10 10 2 8 2 10 2 10 10 2 2 2 10 10 2 2 10 2 2 10 10 2 10 10 left_child=1 8 18 5 9 7 11 10 22 -5 -2 -7 21 -13 15 -6 20 23 -3 -8 -9 -4 -1 -18 25 -16 -27 -10 29 -25 right_child=3 2 12 4 14 6 19 16 27 -11 -12 13 -14 -15 24 -17 17 -19 -20 -21 -22 -23 -24 28 -26 26 -28 -29 -30 -31 leaf_value=0.02190748026371285 0.010403761121400517 0.0037823226754531264 0.013903855099760672 -0.0037678125071082744 0.0050733802177266368 0.0051554530358406412 -0.011277429031378159 0.0034040135183415659 0.013636123315034415 0.01675146161842142 -0.0020427478008776803 0.00099394326027524315 0.0032184052845785076 0.020444092357840497 -0.0083381704916584681 -0.0077573911551807161 -0.0080722343752007448 0.0007311492698297144 -0.0036273283384881008 0.0069621251381742268 -0.004741459917676113 0.020663653381754951 0.018626348040440374 -0.0026246594086059209 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73.5686 73.2247 72.4384 59.0552 52.5071 50.6056 47.4235 52.7045 45.7429 45.2903 42.695 41.6647 40.0314 threshold=0.12629276514053342 0.76014459133148204 0.0038593490608036002 -371.49999999999994 0.031991988420486402 0.00020295658032405003 0.96394401788711548 -390.49999999999994 -364.49999999999994 0.36455024778842932 3.5000000000000004 -390.49999999999994 1.5000000000000002 -32.499999999999993 79.500000000000014 3.5000000000000004 0.49114476144313818 1.5000000000000002 0.9982588291168214 1.5000000000000002 1.5000000000000002 472.50000000000006 54.500000000000007 -9.4999999999999982 0.0012464885949156502 48.500000000000007 3.5000000000000004 423.50000000000006 46.500000000000007 0.010294413659721552 decision_type=2 2 2 10 2 2 2 10 10 2 2 10 10 8 2 2 2 10 2 10 10 2 2 8 2 2 2 2 2 2 left_child=2 3 5 10 11 -1 8 26 15 14 16 -4 22 27 19 -3 -2 28 -15 -5 25 -10 -9 24 -7 29 -6 -8 -11 -13 right_child=1 6 4 9 7 23 13 12 21 17 -12 20 -14 18 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 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1467.09 508.638 7465.34 818.675 1139.74 internal_count=734512 143728 590784 15756 31789 558995 127972 10606 8043 10616 5140 21183 7157 119929 5302 2552 3146 5314 88797 4593 15654 5491 4975 49790 39221 10599 3449 31132 3915 8142 is_linear=0 shrinkage=0.01 Tree=41 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 6 5 6 6 6 5 6 5 6 11 5 4 5 11 4 11 6 11 6 5 11 5 0 split_gain=231948 3852.54 3254.59 365.187 297.336 284.296 264.958 148.331 107.913 76.2056 70.3801 64.6504 62.4618 57.0493 54.1715 52.5247 46.9467 39.3949 36.6563 32.2444 30.2839 29.3586 29.1805 27.7884 26.8405 25.7989 24.6345 23.642 20.9143 20.3875 threshold=0.12629276514053342 0.76014459133148204 0.0038593490608036002 0.031991988420486402 0.00020295658032405003 0.49114476144313818 0.98303884267807018 3.5000000000000004 1.5000000000000002 3.5000000000000004 46.500000000000007 3.5000000000000004 2.5000000000000004 34.500000000000007 1.5000000000000002 80.500000000000014 0.0012464885949156502 1.5000000000000002 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2843 internal_value=0 0.0212932 -0.0105676 -0.00237044 -0.0111425 0.0104326 0.022332 0.00810464 0.00138395 0.0145292 0.0191441 -0.00451946 0.0103629 0.0030805 0.0046492 0.00643611 -0.00904594 0.010823 0.0110244 0.0197444 0.0117137 0.00418086 -0.00301762 0.0142707 0.0177462 -0.00247648 -0.00601493 -0.0113622 -0.00163946 -0.00779366 internal_weight=0 34147.7 69061.1 4526.21 64534.9 2981.06 31166.6 1900.85 1647.68 1080.21 2405.9 2878.53 1149.55 1144.64 751.29 520.703 6122.82 366.538 1063.88 2142.07 934.971 920.917 1436.2 263.837 586.493 503.038 1442.33 58412 742.295 2010.6 internal_count=734512 143728 590784 31789 558995 15756 127972 10535 10606 5221 10657 21183 6082 7194 4453 3022 49790 1884 5583 9413 4892 5678 10245 1244 2610 3412 10938 509205 5083 15860 is_linear=0 shrinkage=0.01 Tree=42 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 1 10 1 1 6 6 6 10 1 1 10 1 1 1 10 1 10 10 10 10 10 10 1 1 10 split_gain=105441 12620.4 5197.62 4291.82 2691.45 3989.43 2560.71 1952.35 1552.44 1017.23 885.452 1723.99 889.789 862.388 790.14 753.508 905.044 628.84 929.486 1358.71 492.216 481.405 449.998 1598.14 394.593 381.909 339.745 514.494 428.54 329.184 threshold=3.1750000000000003 -32.499999999999993 4.5000000000000009 1.0000000180025095e-35 6.0550000000000006 -71.499999999999986 3.8450000000000002 -45.499999999999993 -361.49999999999994 30.500000000000004 30.500000000000004 29.500000000000004 8.0200000000000014 -192.49999999999997 -30.499999999999996 3.5950000000000002 -1.0000000180025095e-35 -66.499999999999986 -60.499999999999993 6.1150000000000011 -124.49999999999999 2.6550000000000007 4.995000000000001 4.9850000000000012 8.1200000000000028 2.3250000000000006 4.5750000000000011 -300.49999999999994 -302.49999999999994 4.0250000000000012 decision_type=10 8 2 10 10 8 10 10 10 2 2 2 10 10 10 10 8 8 8 10 10 10 10 10 10 10 10 10 10 10 left_child=1 3 4 9 6 13 8 -7 -2 -1 11 17 -13 24 25 16 -12 -4 19 -19 -15 -5 23 29 -6 -3 27 28 -8 -20 right_child=2 14 10 21 5 7 26 -9 -10 -11 15 12 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737.46841516345739 233.42328503727913 417.28782573342323 1490.3846589997411 452.76688846200705 26464.975160561502 351.30118384957314 473.37262311577797 655.51262528449297 347.15838868170977 308.54905597865582 2649.2055606022477 3614.0129253640771 265.44846207648516 206.64808268100023 5944.5800415575504 17433.015181794763 2226.3984215632081 85.268756486475468 1454.5248963460326 leaf_count=17495 7381 59817 77441 11464 3880 7938 9476 2592 15187 3791 6042 1902 1849 12925 2711 230621 1880 3890 4594 1590 2112 19839 30278 1269 1040 26223 139086 17865 384 11950 internal_value=0 0.0159253 -0.00645759 0.00565412 -0.00319074 0.0038006 -0.00450676 0.0140472 0.00343012 0.0130053 -0.00862967 -0.00679322 0.0091584 -0.0046011 0.020086 -0.00972556 -0.00157249 -0.00745051 -0.00515879 0.00482268 -0.00835211 -0.00120325 -0.0065262 -0.00314533 0.00442814 0.0203737 -0.00581731 -0.00306352 0.00152786 -0.00605455 internal_weight=0 29531.7 73248.7 8513.91 29252.4 4634.07 24618.3 2087.8 3488.9 4109.02 43996.3 16442.6 650.711 2546.26 21017.8 27553.7 1088.77 15791.9 6810.03 820.531 1798.93 4404.89 5989.5 2375.49 747.33 20565 21129.4 3696.4 1470 2110.04 internal_count=734512 141340 593172 52589 219866 30487 189379 10530 22568 21286 373306 134763 3751 19957 88751 238543 7922 131012 53571 5480 15037 31303 48091 17813 4920 86040 166811 27725 9860 16544 is_linear=0 shrinkage=0.01 Tree=43 num_leaves=31 num_cat=0 split_feature=1 6 6 2 2 5 0 2 2 4 0 5 5 1 2 6 2 5 1 0 1 2 2 1 6 1 1 0 2 2 split_gain=50117.1 12040.6 11237.1 3417.14 3263.94 2353.78 2302.3 1949.02 1826.37 2033.03 964.77 788.941 643 586.789 566.847 531.761 531.428 488.811 461.495 425.734 418.358 407.34 404.552 401.463 373.933 367.405 446.887 377.561 430.997 358.602 threshold=-1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 0.091553836234687255 0.98728813559322048 1.5000000000000002 1.0000000180025095e-35 0.77525510204081638 0.088365434669442952 24.500000000000004 1.0000000180025095e-35 3.5000000000000004 5.5000000000000009 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3169 25783 10489 3569 10496 17000 2578 1714 2725 320472 4101 11654 6150 3217 13241 10589 25220 1923 12851 23112 2359 1787 18866 1466 1003 internal_value=0 0.00990727 -0.00494997 0.000223094 -0.00812054 0.00127875 -0.00229289 -0.00449508 0.0054399 0.00389712 0.0140166 0.0121559 0.00922114 0.00365946 -0.00856362 0.00434409 0.0125863 0.0162706 0.00459947 -0.00886477 -0.00401908 0.0170289 0.0115186 -0.00515679 -0.00573054 0.0068406 0.0131052 0.00582188 0.00912916 -0.00411508 internal_weight=0 33957.6 68512.3 26034.6 42477.8 10955 17563.8 12820.6 8470.74 7628.6 23002.6 12600.6 1058.29 4743.23 41419.5 7621.81 12238.4 10402 4427.03 38845.4 2574.07 9268.09 9693.3 1871.63 3333.22 5756.97 805.224 4951.75 2033.96 1799.72 internal_count=734512 188532 545980 185075 360905 74794 131867 100142 53208 49639 113738 65368 5877 31725 355028 48513 62790 48370 29000 334716 20312 42220 51136 14665 26281 34974 4146 30828 11962 14244 is_linear=0 shrinkage=0.01 Tree=44 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 11 1 1 11 1 6 3 1 5 3 6 11 6 5 5 6 3 6 1 11 6 11 4 3 split_gain=222986 3599.17 3243.85 475.118 357.07 298.006 233.969 215.808 193.318 168.97 157.756 149.417 123.567 105.108 93.0507 79.3104 73.8878 70.8936 70.2512 68.4538 67.677 60.67 51.3821 50.1936 49.9449 52.8876 46.4881 44.3621 44.1873 41.747 threshold=0.12629276514053342 0.76014459133148204 0.0038593490608036002 -371.49999999999994 0.031991988420486402 0.00020295658032405003 0.96394401788711548 -390.49999999999994 -3.4999999999999996 0.36455024778842932 -390.49999999999994 3.5000000000000004 0.50117370892018787 -32.499999999999993 1.5000000000000002 0.94754041967664271 79.500000000000014 0.9982588291168214 3.5000000000000004 1.5000000000000002 1.5000000000000002 3.5000000000000004 0.25018968133535663 472.50000000000006 -9.4999999999999982 0.0012464885949156502 54.500000000000007 0.49114476144313818 26.500000000000004 0.52649122807017557 decision_type=2 2 2 10 2 2 2 10 8 2 10 2 2 8 10 2 2 2 2 10 10 2 2 2 8 2 2 2 10 2 left_child=2 3 5 11 10 -1 8 22 23 16 -4 12 27 -8 26 21 20 -15 29 -11 28 -12 -6 -3 25 -7 -9 -2 -5 -10 right_child=1 6 4 9 7 24 13 14 18 19 15 -13 -14 17 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01132487712322211 0.0077501246347816645 0.020608441489394995 -0.0084313483525088311 0.0064456726555667176 0.0021201091392051294 -0.0092490974066158291 0.022987953365693894 0.0066600671704321714 0.017250902889441474 0.017050940127119666 -0.0018435457008673078 -0.0012314588153223298 0.00075214995243430267 0.019093384591832647 -0.00069037240780541788 0.0030896228285155658 0.0023563580436991014 0.021746883344931016 0.0072761367257070698 0.011310485789859463 0.0059585900250502966 -0.0053925186319324636 -0.0056548278609444306 -0.0006050770605346877 -0.010710128010302607 -0.0069955893949811693 3.1216738629969309e-05 0.01452944109049116 0.01364382197056513 0.0097741709666200813 leaf_weight=57390.12738891691 247.93290300667286 1250.5745030939579 740.08065987378359 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1.0000000180025095e-35 0.36455024778842932 0.49114476144313818 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 0.9982588291168214 1.5000000000000002 1.5000000000000002 19.500000000000004 2.5000000000000004 1.0000000180025095e-35 0.0012464885949156502 26.500000000000004 0.013544866815209352 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 10 2 10 10 10 10 2 2 10 2 2 8 2 2 2 left_child=2 4 5 11 9 -1 10 27 18 14 25 -4 -9 16 20 19 -8 24 23 -10 28 -7 -23 -6 -13 26 -3 -5 -2 -11 right_child=1 6 3 7 8 21 13 12 15 29 -12 17 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011306656955763866 0.0020647305637777986 0.013908562645550069 -0.0072064023080402476 -0.003369501257107198 0.0049976117337889774 -0.010297327595923882 0.019211413547609042 0.0059180610125336153 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2162 4395 3002 2053 is_linear=0 shrinkage=0.01 Tree=46 num_leaves=31 num_cat=0 split_feature=10 47 10 10 10 10 10 47 28 10 10 47 10 10 10 5 18 10 5 10 10 28 10 47 4 10 47 5 5 10 split_gain=98719 8512.64 5167.42 3075.81 1803.7 3868.76 1965 1723.68 1568.63 990.794 3180.14 862.013 558.25 544.555 529.129 643.737 422.96 364.104 348.573 317.257 573.456 302.518 291.5 286.181 279.923 266.536 247.029 246.701 245.99 239.763 threshold=3.1750000000000003 1.0000000180025095e-35 3.1750000000000003 3.7550000000000003 6.0750000000000011 8.4000000000000021 8.1200000000000028 1.0000000180025095e-35 1.0000000180025095e-35 7.0550000000000006 7.0450000000000008 1.0000000180025095e-35 2.6550000000000007 4.5750000000000011 6.1250000000000009 1.5000000000000002 1.0000000180025095e-35 2.3250000000000006 1.5000000000000002 6.9850000000000012 7.035000000000001 1.0000000180025095e-35 3.1750000000000003 1.0000000180025095e-35 19.500000000000004 4.5550000000000006 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 4.5150000000000006 decision_type=10 2 8 10 10 10 10 2 2 10 10 2 10 10 10 10 2 10 10 10 10 2 8 2 8 10 2 10 10 10 left_child=1 8 12 7 13 6 9 21 16 10 14 -7 -3 23 15 26 17 -1 -15 -16 28 -2 -10 29 -4 -25 -6 -24 -21 -5 right_child=3 2 24 4 5 11 -8 -9 22 -11 -12 -13 -14 18 19 -17 -18 -19 -20 20 -22 -23 27 25 -26 -27 -28 -29 -30 -31 leaf_value=0.020350822203838038 0.0085024219844442271 0.0036281008811703619 0.0055835934727706095 -0.0020730267105875852 -0.0078429403825384554 0.012673707353491595 0.014841622458265272 -0.0041382798414883806 -0.0048309318007734234 -0.0062858050060125813 0.019634937428038863 -0.0097153552726722478 -0.0034642416046506081 -0.0075137109042900446 -0.0046192107131659875 -0.0088601403954564565 0.0012451606796340399 0.017402226201194741 -0.0093316115484269619 0.020315971217917009 -0.011211481040127152 -0.0030932181168191264 0.018495310543268518 -0.0075288745607481923 0.015402286065367461 0.0035889783473222608 0.014792526673221529 -0.0054776729708779035 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threshold=0.12629276514053342 0.76014459133148204 0.0038593490608036002 9.0500000000000025 2.6550000000000007 -1.0000000180025095e-35 -390.49999999999994 0.031991988420486402 0.00020295658032405003 3.1750000000000003 0.96394401788711548 3.6350000000000002 -3.4999999999999996 3.9650000000000003 0.031331806282722509 -353.49999999999994 1.5000000000000002 inf -32.499999999999993 6.1150000000000011 0.36455024778842932 0.9982588291168214 3.6650000000000005 -8.4999999999999982 3.1750000000000003 29.500000000000004 3.5000000000000004 1.0000000180025095e-35 2.5250000000000004 0.96992311171415657 decision_type=2 2 2 8 10 8 10 2 2 10 2 10 8 10 2 10 2 8 8 8 2 2 10 8 10 2 2 2 8 2 left_child=2 4 8 6 28 14 9 26 -1 -4 12 -7 -3 -14 -6 -5 -16 -10 19 -12 -18 22 -20 -24 -23 -9 -8 29 -2 -17 right_child=1 10 3 15 5 11 7 25 17 -11 18 -13 13 -15 16 27 20 -19 21 -21 -22 24 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011278386073435212 0.013478346949297988 0.019844028058768802 0.0014286368857356277 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8615 127972 3709 8043 2475 9158 2509 6659 49790 119929 31132 3945 88797 4381 882 84416 6508 14157 2139 2889 1669 is_linear=0 shrinkage=0.01 Tree=48 num_leaves=31 num_cat=0 split_feature=10 1 10 3 10 1 0 2 3 10 10 0 0 3 10 1 10 2 10 10 1 3 1 0 1 10 10 1 10 10 split_gain=95072.9 10921.2 3813.9 3642.93 2408.81 2303.48 1900.3 1334 4218.44 1170.63 904.551 845.885 763.203 723.16 705.484 682.179 592.264 569.077 535.978 820.837 871.697 935.964 615.904 473.452 412.269 744.313 352.685 445.528 348.125 340.845 threshold=3.1750000000000003 -32.499999999999993 1.0000000180025095e-35 1.0000000180025095e-35 3.7850000000000006 -361.49999999999994 1.0000000180025095e-35 0.091553836234687255 0.90943267259056748 5.3250000000000011 4.205000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.9740215924426453 7.0450000000000008 -30.499999999999996 6.0750000000000011 0.050179856115107911 9.8950000000000014 8.1200000000000028 -89.499999999999986 0.55022935779816529 -293.49999999999994 1.0000000180025095e-35 -16.499999999999996 6.5450000000000008 8.2700000000000014 -272.49999999999994 2.3250000000000006 4.5750000000000011 decision_type=10 8 10 2 10 10 2 2 2 10 10 2 2 2 10 10 10 2 10 10 10 2 10 2 10 8 10 10 10 10 left_child=1 2 12 6 5 -5 9 8 14 -2 -8 16 17 -10 -6 28 -9 -1 19 20 -18 -22 -21 -4 25 29 -15 -28 -3 -13 right_child=3 15 23 4 7 -7 10 11 13 -11 -12 24 -14 26 -16 -17 18 -19 -20 22 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.018326967160130127 0.00048335288882193043 0.019944787404498187 -0.0032366652849741308 0.0089317017056073766 -0.0086443321596088099 -0.0056240382912896873 0.0057569841160558348 -0.0091561700152692788 -0.0096725010573864272 0.013399059654459311 -0.0054281464064305715 0.00154446589291562 0.017533958268684879 -0.00069994232480099063 0.019536990781749856 0.0067097110505163924 -0.0081939070874993275 0.0063661986764988326 -0.010270463638016184 0.019801177059788278 0.011639678055312384 -0.0065730634461858032 -0.0010143480509906138 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5.77084e-05 -0.00766776 -0.00382611 0.00667229 -0.00354467 -0.00826287 0.0122905 -0.00648573 0.0164395 0.0188519 -0.00865498 0.008772 -0.00610127 -0.00440793 -0.00581076 0.00184105 0.00642971 -0.00112847 -0.00399308 -0.00262561 -0.0032058 -0.00733382 0.0191172 -0.00387033 internal_weight=0 29650 8476.97 70971.2 62996.2 4645.74 7975.01 58350.4 7826.6 2811.89 5163.12 50523.8 4136.8 6918.61 907.987 21173 46274.3 2475.61 7591.87 5399.02 4780.25 1135.23 618.763 4340.17 4249.54 3562.81 3409.48 1287.89 20720.2 3316.83 internal_count=734512 141340 52589 593172 537281 33172 55891 504109 62762 16809 39082 441347 21286 58619 4143 88751 407537 13830 64481 44091 40152 8180 3939 31303 33810 27442 26613 11346 86040 26122 is_linear=0 shrinkage=0.01 Tree=49 num_leaves=31 num_cat=0 split_feature=11 11 11 11 47 11 11 6 47 11 47 47 47 3 3 6 6 6 11 3 6 47 11 3 3 6 6 4 11 4 split_gain=206140 3227.38 3224.25 339.421 323.986 302.207 206.362 174.902 162.641 155.652 119.304 116.549 95.5198 81.707 74.1299 68.0361 59.6488 59.3905 52.8972 52.8485 50.8104 47.985 50.8604 46.7117 46.3903 44.347 43.4582 45.3931 43.4364 39.2195 threshold=0.12629276514053342 0.76014459133148204 0.0038593490608036002 0.031991988420486402 1.0000000180025095e-35 0.00020295658032405003 0.96394401788711548 3.5000000000000004 1.0000000180025095e-35 0.36455024778842932 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.51623445076955521 0.94754041967664271 3.5000000000000004 3.5000000000000004 105.50000000000001 0.99981766939163219 0.96784532671629464 101.50000000000001 1.0000000180025095e-35 0.0012464885949156502 0.50117370892018787 1.0000000180025095e-35 3.5000000000000004 29.500000000000004 23.500000000000004 0.49114476144313818 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 10 2 10 left_child=2 4 5 11 7 -1 10 13 16 17 15 -4 18 28 25 -3 23 -6 -8 26 29 -7 -23 -5 -9 -13 27 -10 -2 -11 right_child=1 6 3 8 9 21 12 24 19 20 -12 14 -14 -15 -16 -17 -18 -19 -20 -21 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8190.2342047542334 250.40001152455807 175.09540348500013 205.73834916949272 273.19282595813274 82.260542020201683 19327.111229866743 100.78207392990589 77.265055298805237 2754.3240392953157 1348.6506065353751 150.66925482451916 386.96348877251148 843.69177038967609 208.41564235091209 588.92261911928654 190.35609194636345 831.41394126415253 leaf_count=509205 1602 2191 7432 1381 4129 14932 8944 150 612 437 4860 5953 33412 1387 1211 992 1988 509 77573 565 416 23848 11010 1026 2393 6587 1427 3607 866 3867 internal_value=0 0.0197418 -0.0104234 -0.00221567 0.00987209 -0.0110211 0.0206878 0.00573408 0.00139807 0.0124618 0.0174337 -0.00432103 0.0208888 0.00862617 -0.00284546 0.0142313 -0.00249724 0.00934001 0.020539 0.00394042 0.015143 -0.00886952 -0.00827271 8.98969e-05 0.00053754 -0.00349397 0.00316567 0.00438296 0.010972 0.015795 internal_weight=0 34567.9 65731.7 4461.23 3023.37 61270.5 31544.6 1163.78 1642.3 1859.59 1835.44 2818.93 29709.1 747.671 1846.52 712.029 648.575 859.214 21518.9 993.727 1000.37 5899.77 4102.97 375.382 416.108 1671.42 892.945 684.53 497.271 923.109 internal_count=734512 143728 590784 31789 15756 558995 127972 6398 10606 9358 8043 21183 119929 3855 13751 3183 4395 4638 86517 6211 4720 49790 34858 2407 2543 12540 5646 4219 2468 4304 is_linear=0 shrinkage=0.01 Tree=50 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 11 1 1 1 11 1 11 2 2 2 11 2 1 11 11 2 2 2 11 2 1 1 11 2 split_gain=202384 3217.02 3181.39 447.366 333.828 303.867 209.401 206.611 187.113 156.569 150.915 104.302 99.5183 87.7804 85.6914 81.8286 67.5641 53.1531 51.0774 53.3962 34.5335 31.6381 31.0534 28.2305 24.2387 24.1133 30.7974 217.051 38.454 24.2851 threshold=0.12629276514053342 0.0038593490608036002 0.76014459133148204 -371.49999999999994 0.031991988420486402 0.00020295658032405003 0.96394401788711548 -390.49999999999994 -3.4999999999999996 -390.49999999999994 0.36455024778842932 -32.499999999999993 0.49114476144313818 0.050179856115107911 0.040202020202020204 0.031331806282722509 0.9982588291168214 0.031331806282722509 -9.4999999999999982 0.0012464885949156502 0.013544866815209352 0.74443344878772899 0.74443344878772899 0.05298245614035086 2.8912609195685949e-05 0.98728813559322048 -57.499999999999993 -56.499999999999993 0.99962311983108532 0.24156877605153468 decision_type=2 2 2 10 2 2 2 10 8 10 2 8 2 2 2 2 2 2 8 2 2 2 2 2 2 2 10 10 2 2 left_child=1 5 3 12 9 24 8 22 23 -3 14 25 21 -11 -5 -9 -13 -12 19 -7 -15 -2 -6 -4 -1 29 -27 28 -28 -8 right_child=2 4 6 10 7 18 11 15 -10 13 17 16 -14 20 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.011305378892417077 0.00058479078987517391 -0.0083020950193945352 0.021320906490605127 0.014126624247790298 -0.0048063436433574856 -0.0090996016633586082 0.021318763808829033 0.0085103323121212843 0.012336989474914574 0.0012101513644095386 0.018001170872490906 0.017855847025744147 0.0083520317700671743 -0.005003653354320437 0.0075606076475392778 0.0022361286843716973 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3739 10569 12381 4410 443 324 3687 52501 4344 79 432 24 12658 internal_value=0 -0.0104006 0.0195136 0.00973478 -0.00219718 -0.0110018 0.0204533 0.00138311 0.0171829 -0.0042906 0.012286 0.020656 0.00395766 -0.00290192 0.00941715 0.00374384 0.0203081 0.0147845 -0.00883768 -0.00834449 -0.00392437 0.00152202 -0.0039425 0.0192773 -0.0112329 0.021664 0.0203698 0.0158163 -0.0104008 0.0219082 internal_weight=0 65220.3 34622.3 3035.28 4453.97 60766.3 31587 1643.38 1843.57 2810.59 2105.47 29743.4 929.805 2087.83 980.078 1138.64 22112.7 1125.39 5862.01 4582.7 1672.08 598.228 504.738 1287.22 54904.3 7630.7 1211.14 132.306 25.4938 6419.56 internal_count=734512 590784 143728 15756 31789 558995 127972 10606 8043 21183 10616 119929 5140 15654 5302 7157 88797 5314 49790 39221 12814 3495 3449 5568 509205 31132 4879 535 103 26253 is_linear=0 shrinkage=0.01 Tree=51 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 47 11 6 47 11 47 47 5 47 6 11 5 6 6 5 5 28 47 11 4 4 6 11 5 11 split_gain=198725 3209.92 3138.3 328.329 305.547 304.159 213.541 169.857 155.886 147.028 128.347 114.209 82.6463 79.5062 76.8379 67.8912 60.9431 58.8377 57.2019 53.2459 51.7936 49.4908 47.9556 50.7232 45.4263 42.0884 41.7161 39.6358 35.4533 33.8995 threshold=0.12629276514053342 0.0038593490608036002 0.76014459133148204 0.031991988420486402 0.00020295658032405003 1.0000000180025095e-35 0.98303884267807018 3.5000000000000004 1.0000000180025095e-35 0.36455024778842932 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 0.49114476144313818 2.5000000000000004 3.5000000000000004 105.50000000000001 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.0012464885949156502 19.500000000000004 26.500000000000004 47.500000000000007 0.013544866815209352 2.5000000000000004 0.99981766939163219 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 10 2 2 10 10 2 2 2 10 10 2 2 10 2 left_child=1 4 5 11 -1 7 10 15 17 18 14 -3 -10 29 -4 21 24 -5 20 27 25 28 -6 -24 -11 -7 -26 -13 -2 -8 right_child=2 3 6 8 22 9 13 -9 12 16 -12 19 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.011215698133717868 0.0057956665559097025 -0.0070501880494327233 0.016323375024584988 0.00011102135003633802 -0.01017870923404997 0.0049656519867497077 0.01888777506896859 0.00047881450905489404 0.0057592352960924931 0.0085668310574090623 0.019241641840396007 -0.0029724588203447252 -0.00048251285912410507 0.021324440119139844 0.01005815768841648 0.012262241718073004 0.007327050353985033 -0.0060009386398029319 0.0011605324242909669 -0.0052289606826681472 0.005606947933819887 0.015670036307404364 -0.0089903570385729565 -0.0066105045258652382 0.017072698805066972 0.01256645894968408 0.010273679154734599 0.00074599499317373134 -0.0052865008878305777 0.020274038211689792 leaf_weight=54440.979846052825 385.65273742377758 963.08416903018951 703.78553092479706 374.85238671302795 1770.927406385541 85.510706543922424 1940.9958611875772 417.29133439809084 692.14694753289223 85.565751075744629 1499.4797173291445 781.12701717019081 305.88405564427376 7861.2081980705261 271.17522497475147 286.70950718224049 101.34872199594975 271.6441266015172 82.706916302442551 605.25113417208195 206.56991943717003 48.18911349773407 2717.8659451529384 1335.7300633266568 721.16236604750156 492.13335616886616 103.15005479753017 452.84067768603563 31.202994138002396 19346.275797903538 leaf_count=509205 2068 7432 2996 2407 14932 459 7861 2543 4166 407 6391 5916 2045 31881 1270 1339 503 1988 509 4688 1162 248 23848 11010 3283 2508 527 3147 200 77573 internal_value=0 -0.0103778 0.0192917 -0.00217878 -0.0109828 0.0095995 0.0202256 0.00559498 0.00136826 0.0120921 0.0174052 -0.00426036 0.00384622 0.020465 0.0145808 0.00843492 0.0146827 -0.00245709 0.00907026 -0.0027995 0.00990446 0.0060753 -0.0088059 -0.00820615 0.015502 0.0114413 0.0162219 -0.00160786 0.00496613 0.0201476 internal_weight=0 64712.3 34670.1 4446.83 60265.5 3047.19 31622.9 1169.05 1644.53 1878.15 2474.44 2802.3 998.031 29148.5 974.961 751.754 1011.23 646.497 866.921 1839.22 784.214 465.045 5824.52 4053.6 909.878 577.644 824.312 1233.97 416.856 21287.3 internal_count=734512 590784 143728 31789 558995 15756 127972 6398 10606 9358 10657 21183 6211 117315 4266 3855 4720 4395 4638 13751 4129 2516 49790 34858 4217 2967 3810 9063 2268 85434 is_linear=0 shrinkage=0.01 Tree=52 num_leaves=31 num_cat=0 split_feature=11 11 11 10 10 1 1 11 11 10 11 1 10 10 1 11 10 1 10 6 6 6 6 10 6 10 11 3 3 6 split_gain=195166 3202.89 3096.57 498.924 439.498 1062.33 392.947 307.237 282.399 222.613 217.612 200.648 637.69 191.822 148.099 142.027 106.527 86.9101 84.1596 65.2233 62.1437 60.2059 57.4617 51.4023 51.2141 48.8852 45.8068 45.2956 53.5545 44.996 threshold=0.12629276514053342 0.0038593490608036002 0.76014459133148204 9.0500000000000025 2.6550000000000007 -1.0000000180025095e-35 -390.49999999999994 0.00020295658032405003 0.031991988420486402 3.1750000000000003 0.98303884267807018 -3.4999999999999996 3.6950000000000007 3.6350000000000002 -353.49999999999994 0.36455024778842932 7.5550000000000006 -32.499999999999993 6.1150000000000011 1.5000000000000002 29.500000000000004 3.5000000000000004 101.50000000000001 2.5250000000000004 472.50000000000006 2.4250000000000003 0.0061350197065621007 1.0000000180025095e-35 0.9566262541806021 450.50000000000006 decision_type=2 2 2 8 10 8 10 2 2 10 2 8 10 10 10 2 8 8 8 2 2 2 2 8 2 10 2 2 2 2 left_child=1 7 4 6 23 15 9 -1 21 25 11 24 -13 -7 -5 19 -9 18 -12 -6 -10 -8 -17 -2 -4 -3 -16 -21 -29 -20 right_child=2 3 10 14 5 13 8 16 20 -11 17 12 -14 -15 26 22 -18 -19 29 27 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.011198664536610918 0.012743392707353973 0.0092970557931249947 0.019234762720122072 0.020669539672865795 0.011239961926420173 0.0048526409991113805 -0.0017536575346077999 -0.0092274367624626628 0.0042998866127823042 -0.010244805211693662 0.022693498947075206 0.018243149695515559 -0.0026112729850057467 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299 7223 370 2105 884 6607 45270 4862 7473 10161 2348 1016 2825 446 4076 4520 87823 19292 273 1646 7550 455 1895 70 843 1693 1994 255 39 internal_value=0 -0.0103552 0.0190767 -0.00216051 0.00946815 0.00747461 -0.00325628 -0.0109639 -0.00128111 -0.008216 0.0200051 0.0171639 0.0129341 -0.00399486 0.00809492 0.0113405 -0.00877421 0.0202471 0.0211943 0.0083439 0.00293805 -0.00361429 0.0139855 0.0166763 0.0190735 0.00138847 0.00534692 0.0056631 0.00445374 0.0204224 internal_weight=0 64207.9 34710 4439.76 3058.49 2395.87 4011.17 59768.2 2868.72 1142.45 31651.5 2484.09 772.668 603.98 428.587 1791.89 5787.3 29167.4 7272.19 840.099 1021.51 1847.21 951.794 662.62 1711.42 199.24 351.723 436.264 382.397 4800.47 internal_count=734512 590784 143728 31789 15756 12867 29280 558995 20665 8615 127972 10657 3364 3709 2509 9158 49790 117315 29492 4627 6508 14157 4531 2889 7293 1142 2139 2522 2249 19331 is_linear=0 shrinkage=0.01 Tree=53 num_leaves=31 num_cat=0 split_feature=10 6 10 3 10 10 10 10 6 2 10 10 2 6 0 2 6 2 6 10 0 2 0 28 10 10 6 10 10 10 split_gain=87036.8 4753.3 3275.33 2515.77 2291.22 3289.3 2215.89 1068.11 1046.39 897.638 741.466 739.702 666.695 627.191 500.879 492.485 406.873 390.128 351.96 395.628 350.261 385.57 343.8 341.334 319.977 363.322 304.075 350.065 568.598 318.774 threshold=3.1750000000000003 4.5000000000000009 2.2150000000000003 1.0000000180025095e-35 6.0550000000000006 8.4000000000000021 3.8450000000000002 5.3850000000000007 16.500000000000004 1.0000000180025095e-35 7.0450000000000008 3.5950000000000002 0.34387500000000004 1.5000000000000002 1.0000000180025095e-35 0.58847248576850109 28.500000000000004 0.2730095990965557 1.0000000180025095e-35 8.8300000000000018 1.0000000180025095e-35 0.98728813559322048 1.0000000180025095e-35 1.0000000180025095e-35 4.5750000000000011 4.4750000000000005 20.500000000000004 6.9850000000000012 7.035000000000001 4.995000000000001 decision_type=10 2 10 2 10 10 10 10 2 2 10 10 2 2 2 2 2 2 2 10 2 2 2 2 10 10 2 10 10 10 left_child=2 4 8 7 6 10 22 -3 -1 14 15 -5 -12 -4 -8 -6 26 -10 19 -7 21 -11 -2 -15 25 -22 -13 29 -29 -28 right_child=1 3 13 11 5 18 9 -9 17 20 12 16 -14 23 -16 -17 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.017417903115854824 0.00032291403819906223 -0.0035139205409023687 0.011800599515713066 -0.0019755987568354583 4.1320870482304095e-05 0.019357089882240216 0.0028994633302800348 0.014401867054627857 0.0023946880284810104 -0.0076995475406451235 0.017622704834681334 -0.0084591025310109275 -9.8678104114293053e-05 0.007277662837917428 -0.0040535025643982396 0.011676201831546204 -0.0098480751591944297 0.012464715337465737 -0.011008016255239304 -0.0064975955525156393 -0.0026815396145762234 0.0028433125716016104 0.0066949102993762609 -0.0073761872132810649 -0.0054885655248943345 0.012403580957125829 -0.0016585406396539455 0.021425362837930582 -0.0029256422052640809 -0.0094962324716904457 leaf_weight=17844.731276445091 1897.1350544765592 687.88886127620935 5622.9831041693687 1519.7072800025344 921.70327526330948 85.645136401057243 1585.1737672463059 644.59332720190287 539.64482732117176 12260.750578641891 1229.4851156771183 10510.140858635306 256.59687862545252 4070.3671959862113 2991.0445716381073 601.04358957707882 24758.389542415738 1340.0962377339602 1203.5456409528852 191.56275691092014 494.18073175102472 356.9855048879981 1529.3395172506571 165.41558205336332 2110.2149320691824 235.8604047819972 830.23279871046543 121.30183137208223 457.71570552885532 1383.9424279630184 leaf_count=76571 13344 5327 28954 11573 6651 371 10577 2997 3514 108169 5286 95940 1887 23940 23128 3083 233629 6979 11542 1667 3801 2390 9224 1382 17466 1280 6618 497 3809 12916 internal_value=0 -0.00619056 0.0143179 -0.00836206 -0.0030119 0.00353307 -0.00426439 0.00515291 0.0166704 -0.00553538 0.00953777 -0.00881703 0.0145628 0.00961147 -0.00164504 0.00463373 -0.00909019 0.00957376 -0.00866823 0.00149037 -0.00668709 -0.00740127 0.00316693 0.0067054 -0.00351437 0.00219213 -0.00767971 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0.00020295658032405003 0.040202020202020204 0.023589946329593603 0.96394401788711548 0.36455024778842932 3.3550000000000004 7.5550000000000006 5.6250000000000009 0.017575767822563603 3.1550000000000007 0.99962311983108532 8.7300000000000022 0.017392619479733803 7.0450000000000008 0.05298245614035086 2.6550000000000007 2.5250000000000004 27.500000000000004 1.0000000180025095e-35 0.089183576405048315 1.0000000180025095e-35 5.6250000000000009 1.0000000180025095e-35 0.6303343176841737 1.0000000180025095e-35 decision_type=2 2 2 8 10 2 2 2 2 2 10 8 10 2 10 2 10 2 10 2 10 8 10 2 2 2 10 2 2 2 left_child=1 5 4 7 21 -1 16 26 19 27 23 -7 17 25 -10 -16 22 -12 -17 -4 -21 -2 -6 24 -9 -5 29 -8 -11 -3 right_child=2 3 8 13 6 11 9 10 14 28 12 -13 -14 -15 15 18 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011172781767233051 0.012369782401171541 -0.0030232939944623981 0.018905965269399708 0.00093676109208416043 0.0050285853407672177 -0.0091876277684142388 0.0016598312708559629 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1263 17171 5233 4488 15272 is_linear=0 shrinkage=0.01 Tree=55 num_leaves=31 num_cat=0 split_feature=11 11 11 10 1 10 1 11 11 10 11 1 10 1 11 10 10 1 10 2 10 2 2 2 10 10 11 1 10 1 split_gain=186555 3183.29 2953.86 466.548 411.447 1098.91 389.858 309.371 273.843 216.153 213.177 196.953 608.188 139.745 135.331 103.634 100.028 78.5932 82.6024 75.6529 71.3426 57.3632 55.8778 48.793 46.8294 45.9188 185.878 59.2618 69.7058 42.4447 threshold=0.12629276514053342 0.0038593490608036002 0.76014459133148204 9.0500000000000025 -371.49999999999994 3.0450000000000004 -390.49999999999994 0.00020295658032405003 0.031991988420486402 3.1750000000000003 0.98303884267807018 -3.4999999999999996 3.6950000000000007 -353.49999999999994 0.36455024778842932 7.5550000000000006 2.1050000000000004 -32.499999999999993 6.1150000000000011 0.040202020202020204 3.9650000000000003 0.017392619479733803 0.031331806282722509 0.031331806282722509 2.4250000000000003 3.1750000000000003 0.99981766939163219 -8.4999999999999982 3.9350000000000005 -9.4999999999999982 decision_type=2 2 2 8 10 10 10 2 2 10 2 8 10 10 2 8 10 8 8 2 10 2 2 2 10 10 2 8 10 8 left_child=1 7 4 6 5 16 9 -1 -8 24 11 -4 -13 -5 19 29 -2 18 -12 -6 -7 -10 -15 -16 -3 -19 27 -27 -29 -9 right_child=2 3 10 13 14 20 8 15 21 -11 17 12 -14 22 23 -17 -18 25 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.011156201758179335 0.020070457236957048 0.008951001336648506 0.018556212556618993 0.019832701586027839 0.01330461823381842 0.00049139040424879456 -0.0035306001741266142 -0.0086533149216165128 0.0072540013800201173 -0.010188553553252114 0.022094312572750623 0.017659541831154087 -0.0026728215890395373 0.011324181119726925 0.017025107558952902 -0.0046964243016669365 0.0095518130323245295 0.01923358279164528 0.019849639976607443 0.0071927751761924549 -0.0077639558296218516 0.0016319638473497856 0.0025584855474498065 0.012577933399690506 -0.0017771925485641936 0.0221575070428075 0.021534972670566432 0.017882393486112143 0.0084446085380915064 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0.0038593490608036002 0.76014459133148204 9.0500000000000025 -371.49999999999994 3.0450000000000004 -390.49999999999994 0.00020295658032405003 0.031991988420486402 0.98303884267807018 3.1750000000000003 -3.4999999999999996 3.6950000000000007 -353.49999999999994 0.49114476144313818 7.5550000000000006 2.1050000000000004 0.040202020202020204 -32.499999999999993 6.1150000000000011 3.9650000000000003 0.017392619479733803 0.031331806282722509 24.500000000000004 2.4250000000000003 -9.4999999999999982 0.025978407557354904 3.1750000000000003 0.99981766939163219 -8.4999999999999982 decision_type=2 2 2 8 10 10 10 2 2 2 10 8 10 10 2 8 10 2 8 8 10 2 2 10 10 8 2 10 2 8 left_child=1 7 4 6 5 16 10 -1 26 11 24 -4 -13 -5 17 25 -2 -6 19 -11 -7 23 -15 -10 -3 -9 -8 -20 29 -29 right_child=2 3 9 13 14 20 8 15 21 18 -12 12 -14 22 -16 -17 -18 -19 27 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.011139794441151851 0.01979157207704399 0.008823802900089479 0.018298293477444959 0.019491813634017776 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3364 2509 10616 49790 1717 7040 117315 29492 3423 6508 2139 1324 1142 45270 14157 87823 12186 1650 is_linear=0 shrinkage=0.01 Tree=57 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 11 1 1 11 1 6 3 3 6 1 6 6 3 1 11 3 6 6 6 4 3 11 11 4 split_gain=180152 3167.6 2880.94 385.546 312.851 305.815 219.77 216.665 182.12 129.223 126.261 119.46 102.001 71.9876 69.9584 67.4249 63.0889 59.9425 57.1779 51.1868 54.756 50.8181 48.9113 46.8858 46.4451 42.1021 40.9784 38.4314 36.5795 35.7976 threshold=0.12629276514053342 0.0038593490608036002 0.76014459133148204 -371.49999999999994 0.00020295658032405003 0.023589946329593603 0.98303884267807018 -380.49999999999994 -3.4999999999999996 0.36455024778842932 -390.49999999999994 3.5000000000000004 0.50117370892018787 0.96784532671629464 3.5000000000000004 -32.499999999999993 29.500000000000004 79.500000000000014 0.94754041967664271 -9.4999999999999982 0.0012464885949156502 0.25018968133535663 472.50000000000006 3.5000000000000004 52.500000000000007 27.500000000000004 0.52649122807017557 0.99981766939163219 0.063380397856235463 27.500000000000004 decision_type=2 2 2 10 2 2 2 10 8 2 10 2 2 2 2 8 2 2 2 8 2 2 2 2 2 8 2 2 2 10 left_child=1 4 3 11 -1 10 8 21 22 17 -3 12 -2 16 26 -8 25 29 23 20 -6 -7 -4 -12 -11 -9 -10 -17 -27 -5 right_child=2 5 6 9 19 7 15 13 14 24 18 -13 -14 -15 -16 27 -18 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.011123556931876728 0.0089934875854630978 -0.0084690586142733889 0.018204292863781082 0.0052295612664862998 -0.008921354895725063 0.0013953076325940628 0.020160774218370446 -0.00085654972810676451 0.015427767078068434 0.014349336726813065 -0.0019892759869476213 -0.0013672227636488247 0.00030125272733737756 0.0099305238058143442 0.0070387569936479271 0.017660843547201693 -0.001767880653986167 0.0019520679893829441 0.0024456464288293432 -0.010453466376442013 -0.0065506173136211654 -0.0056949970234359427 6.1000828784831005e-05 -0.0053673676892349318 0.0083848830557938479 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28.5544 27.4971 32.8456 threshold=0.12629276514053342 0.0038593490608036002 0.76014459133148204 -371.49999999999994 0.00020295658032405003 0.023589946329593603 0.98303884267807018 -380.49999999999994 -3.4999999999999996 0.49114476144313818 -390.49999999999994 1.0000000180025095e-35 0.040202020202020204 0.031331806282722509 0.050179856115107911 1.0000000180025095e-35 -32.499999999999993 0.25018968133535663 -9.4999999999999982 0.0012464885949156502 0.25018968133535663 0.36455024778842932 0.99981766939163219 1.0000000180025095e-35 0.063380397856235463 0.52316636851520582 0.031331806282722509 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 decision_type=2 2 2 10 2 2 2 10 8 2 10 2 2 2 2 2 8 2 8 2 2 2 2 2 2 2 2 2 10 2 left_child=1 4 3 11 -1 10 8 20 -4 12 -3 17 -5 28 -12 25 -8 -2 19 -6 -7 -19 -18 -14 -15 -10 -11 -16 29 -9 right_child=2 5 6 9 18 7 16 13 15 26 14 -13 23 24 27 -17 22 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011107486290285644 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1821.7582534998655 273.8591590821743 1211.8058247491717 1446.4457404837012 473.69695622473955 272.85891579091549 20017.016268715262 187.90503211319447 430.36244304478168 192.13230295479298 541.41688399016857 204.9508483633399 286.36782974004745 10.483804926276205 leaf_count=509205 609 4752 7293 1854 26840 787 29492 218 1240 1094 2487 1292 4267 4366 9879 1234 7349 1758 10569 12381 3482 1481 80474 919 2660 890 2482 1508 1588 62 internal_value=0 -0.0102332 0.0180012 0.00885732 -0.0108627 -0.00206203 0.0188975 0.000806477 0.0160387 0.0111376 -0.00444877 0.00357012 0.00929796 0.00295064 -0.00313987 0.012081 0.0191448 0.00145251 -0.00861029 -0.00810744 -0.00415711 3.69277e-05 0.0188767 0.00771713 0.00157552 0.00983243 0.0143079 -0.00410531 0.00732668 0.000232214 internal_weight=0 61452.5 34782.4 3104.94 57057.3 4395.25 31677.4 1996.17 2522.15 2169.34 2399.08 935.603 1372.75 1393.99 1805.95 778.235 29155.3 669.475 5593.96 4382.16 602.174 546.718 21838.8 975.063 1060.69 480.377 796.584 1446.78 333.306 46.9384 internal_count=734512 590784 143728 15756 558995 31789 127972 13163 10657 10616 18626 5140 7040 8894 13874 3364 117315 3848 49790 39221 4269 3239 87823 5186 7026 2130 3576 11387 1868 280 is_linear=0 shrinkage=0.01 Tree=59 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 11 11 11 1 1 5 5 5 1 0 0 1 11 5 11 0 0 5 5 11 0 11 11 split_gain=174046 3153.83 2822.21 414.19 316.439 296.092 208.312 196.717 136.7 125.85 124.033 120.127 83.9125 78.9953 61.1351 58.6025 57.0085 51.5919 51.1169 54.5882 48.5455 37.598 34.8027 33.3114 32.1209 29.9522 27.2476 26.9267 26.3443 25.7914 threshold=0.12629276514053342 0.0038593490608036002 0.85901859402656566 -371.49999999999994 0.00020295658032405003 0.023589946329593603 -380.49999999999994 0.49114476144313818 0.49114476144313818 0.99188911914825451 -390.49999999999994 -367.49999999999994 1.5000000000000002 1.5000000000000002 1.5000000000000002 -32.499999999999993 1.0000000180025095e-35 1.0000000180025095e-35 -9.4999999999999982 0.0012464885949156502 1.5000000000000002 0.063380397856235463 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 0.013544866815209352 1.0000000180025095e-35 2.8912609195685949e-05 0.96394401788711548 decision_type=2 2 2 10 2 2 10 2 2 2 10 10 10 10 10 8 2 2 8 2 10 2 2 2 10 10 2 2 2 2 left_child=1 4 3 8 28 10 22 13 16 11 -3 23 21 -5 -9 -11 25 24 19 -6 26 -8 -7 29 -10 -2 -12 -21 -1 -4 right_child=2 5 9 7 18 6 12 14 17 15 20 -13 -14 -15 -16 -17 -18 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011170111069277842 0.0002644065248323885 -0.0083991162748301811 0.0097854496313295146 0.010564069821976382 -0.0088616484947557032 -0.0054445953450959032 0.002812451127434501 0.015992496981572357 0.0069469321344468029 0.019792416656203193 -0.0029325685751297008 0.01825690061698218 -0.00095045179371712159 0.0050609623061105028 0.010872438386512915 0.018738165750096025 0.006386083662819373 0.012825035871599793 -0.0104040814380805 -0.0071273149177716408 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internal_value=0 -0.0102114 0.0178219 0.00957751 -0.0108448 -0.00204468 0.000798109 0.0117591 0.00445912 0.0188061 -0.00441811 0.0166753 0.00291639 0.00916866 0.0146789 0.0189962 0.00123338 0.00828201 -0.00857898 -0.0080751 -0.00311539 0.00447062 -0.00412687 0.0136907 0.00604347 -0.000606844 -0.0020106 -0.00648178 -0.0110916 0.0121111 internal_weight=0 60970.8 34781.1 3709.36 56582.4 4388.39 1996.76 2600.83 1108.53 31071.8 2391.63 2544.79 1396.23 1378.16 1222.67 28527 601.221 507.307 5558.42 4355.84 1801.97 995.929 600.533 881.46 339.848 443.007 1240.12 1439.61 51024 530.937 internal_count=734512 590784 143728 18344 558995 31789 13163 12419 5925 125384 18626 10554 8894 7040 5379 114830 3495 2430 49790 39221 13874 6164 4269 3697 1697 2686 9387 12381 509205 2263 is_linear=0 shrinkage=0.01 Tree=60 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 11 1 1 11 11 1 2 2 5 3 5 1 5 1 11 3 3 5 11 2 3 11 5 11 split_gain=171102 3147.12 2798.68 402.173 318.248 291.475 191.98 175.768 146.339 133.478 129.277 116.217 81.4814 79.8274 79.017 62.2196 59.4461 54.5536 51.2964 51.0834 54.4988 44.1052 40.8802 38.4437 33.2356 32.9359 32.8242 26.575 26.4106 25.93 threshold=0.12629276514053342 0.0038593490608036002 0.85901859402656566 -371.49999999999994 0.00020295658032405003 0.031991988420486402 0.49114476144313818 -390.49999999999994 -390.49999999999994 0.49114476144313818 0.99188911914825451 -367.49999999999994 0.040202020202020204 0.050179856115107911 1.5000000000000002 0.51835016835016845 1.5000000000000002 -32.499999999999993 1.5000000000000002 -9.4999999999999982 0.0012464885949156502 0.25018968133535663 1.0000000180025095e-35 2.5000000000000004 0.007890905253589103 0.031331806282722509 0.51835016835016845 2.8912609195685949e-05 2.5000000000000004 0.99981766939163219 decision_type=2 2 2 10 2 2 2 10 10 2 2 10 2 2 10 2 10 8 10 8 2 2 2 10 2 2 2 2 10 2 left_child=1 4 3 9 27 8 12 21 -3 15 11 26 -5 -10 25 -2 -8 -12 -14 20 -6 -7 -11 -24 -15 -9 -4 -1 -26 -19 right_child=2 5 10 6 19 7 16 14 13 22 17 -13 18 24 -16 -17 -18 29 -20 -21 -22 -23 23 -25 28 -27 -28 -29 -30 -31 leaf_value=-0.011155083977840836 0.0040086023150650426 -0.0080178645203131081 0.014769883098688881 0.012840245737727253 -0.0088318774450716654 0.0019546193134969878 0.015765988196558549 0.0082316774110623922 0.0012294185941637353 0.013319271301859923 0.01959016985705641 0.018024914682277567 0.0089408078659402087 -0.0055003103535862744 -0.00073414812744309959 -0.0024900028823271274 0.010726349926900199 0.017326849332420919 0.0038905246022073342 -0.01037958299544582 -0.0064475743827940926 -0.0052943840246058096 0.0074936981078151943 -0.0046235859233599175 -0.0019197873666532705 0.0038137883666589005 0.010519435174348189 -0.010412896577702899 -0.0066274057282054493 0.018669622412378128 leaf_weight=45186.604881845415 343.40712184458971 688.03325061500072 626.63860350847244 400.93210510909557 2896.900473408401 107.40303415805101 912.80608567595482 236.09704557061195 414.93426701426506 118.688122600317 6982.5367010235786 1667.8709309250116 700.57046502828598 622.42525778710842 326.68036726117134 258.02736193686724 314.77137193083763 1549.7265825420618 282.10771998763084 1193.4040041863918 1432.8115778341889 384.09282429516315 361.51989430189133 28.226994305849075 872.44619897007942 591.56753971427679 255.87629933655262 5401.0828951150179 138.02624535560608 19970.676801115274 leaf_count=456704 1863 5529 2589 1854 26840 644 3957 1275 2840 515 28110 6857 3613 5183 2182 1632 1422 6246 1573 10569 12381 2805 1749 166 6541 3700 1108 52501 1090 80474 internal_value=0 -0.0101896 0.0176471 0.00945174 -0.010827 -0.0020274 0.0115951 0.00129791 -0.00402784 0.00440912 0.0186291 0.0164721 0.00904104 -0.00268727 0.00343031 0.00122057 0.0144737 0.0188221 0.00749097 -0.00854776 -0.00804285 -0.00371031 0.00818089 0.00661612 -0.00368253 0.00507402 0.0135375 -0.0110758 -0.00256283 0.0185729 internal_weight=0 60492.5 34774.4 3721.06 56110.8 4381.71 2611.19 1645.84 2735.87 1109.87 31053.3 2550.39 1383.61 2047.83 1154.34 601.434 1227.58 28502.9 982.678 5523.12 4329.71 491.496 508.435 389.747 1632.9 827.665 882.515 50587.7 1010.47 21520.4 internal_count=734512 590784 143728 18344 558995 31789 12419 10606 21183 5925 125384 10554 7040 15654 7157 3495 5379 114830 5186 49790 39221 3449 2430 1915 12814 4975 3697 509205 7631 86720 is_linear=0 shrinkage=0.01 Tree=61 num_leaves=31 num_cat=0 split_feature=11 11 11 10 10 11 11 11 11 10 10 10 11 10 10 10 11 10 10 11 11 10 10 11 11 11 11 11 11 38 split_gain=168227 3140.31 2776.02 443.856 398 320.077 285.776 220.75 132.748 107.109 105.809 76.1723 70.7918 57.8441 52.186 51.4935 51.3059 45.5169 44.7048 41.8731 36.6382 35.331 30.3667 29.1723 29.0175 26.8079 26.5312 22.3466 18.1913 17.1485 threshold=0.12629276514053342 0.0038593490608036002 0.85901859402656566 9.0500000000000025 2.6550000000000007 0.00020295658032405003 0.49114476144313818 0.023589946329593603 0.99188911914825451 3.3550000000000004 7.5550000000000006 5.6250000000000009 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473 4262 30942 2048 1858 86972 8523 2988 1227 1246 303 2316 6781 14364 6713 7312 4216 501 1899 8254 14328 3985 52501 1532 790 5928 26 internal_value=0 -0.010168 0.0174769 -0.00201032 0.00932874 -0.0108094 0.00758004 -0.00307033 0.0184569 -0.000477857 -0.00851657 -0.00179865 0.00756074 0.00473769 0.0154267 0.0186529 0.0194037 0.0198915 0.0162737 0.00436382 0.00405004 -0.00523222 -0.0056822 -0.00898596 0.0110464 -0.0110603 -0.00440921 0.00311506 -0.00606413 0.00263388 internal_weight=0 60017.5 34762.1 4374.93 3732.34 55642.6 2900.56 3938.71 31029.7 1791 5488.09 1386.54 436.22 1593.72 831.786 28474.1 6915.93 5236.27 2555.64 1534.62 404.456 2147.71 1912.33 4925.23 1306.84 50154.5 562.864 196.685 1751.44 731.884 internal_count=734512 590784 143728 31789 18344 558995 14840 29280 125384 12109 49790 9750 2509 8807 3504 114830 27858 21077 10554 8504 2359 17171 15272 45270 6033 509205 4520 1263 14182 4288 is_linear=0 shrinkage=0.01 Tree=62 num_leaves=31 num_cat=0 split_feature=47 0 3 0 3 18 2 3 5 3 18 0 2 3 2 5 5 2 2 5 5 5 5 2 3 5 2 2 2 2 split_gain=22163.1 6854.79 6109.81 3442.41 3064.59 2160.53 1646.96 2965.44 1505.55 1217.69 738.921 624.089 572.797 702.468 1209.86 838.58 509.117 431.361 1124.66 408.227 391.125 381.326 609.68 328.955 314.349 312.175 302.956 431.432 302.439 287.646 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.091229193341869366 1.0000000180025095e-35 0.25018968133535663 1.0000000180025095e-35 0.091553836234687255 0.90943267259056748 3.5000000000000004 0.98067587752053786 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.52013513513513521 0.50151515151515158 1.5000000000000002 1.5000000000000002 0.75110619469026563 0.98728813559322048 1.5000000000000002 2.5000000000000004 2.5000000000000004 1.5000000000000002 0.35310102301790286 0.49441323345817728 5.5000000000000009 0.66751700680272119 0.65858556175923211 0.17677696078431374 0.34387500000000004 decision_type=2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 10 10 2 2 10 10 10 8 2 2 10 2 2 2 2 left_child=1 4 11 6 17 8 7 -4 12 -9 19 25 -6 14 16 28 -14 -1 -19 24 -8 22 -11 29 -3 -2 27 -16 -15 -17 right_child=2 10 3 -5 5 -7 20 9 -10 21 -12 -13 13 15 26 23 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.012621322538957844 0.005913666378731329 0.011101104800488886 0.015228543653812619 0.0016363766715150451 0.0099566793466005638 -0.0084821958172254224 -0.0069368874818083338 -0.0089358979498285283 -0.0078117325199425552 -0.00077330335119919118 -0.0030486891957058671 0.001418834149113077 0.0054350654551278202 -0.0021611857736641279 0.0011712136943739602 -0.002216450180542492 0.014022587499693545 -0.00069022952186872672 0.014071328168977994 0.0070976994102794734 -0.0094296264531483574 -0.0083223423105930651 0.011998483777770436 -0.0078201734622261355 0.01456207728066319 0.015018586511079577 -0.0045176813155756957 0.0087891518546610748 0.0033332557306226564 0.012223050436878467 leaf_weight=2809.3290579468012 2990.2909782230854 5038.8213614374399 861.03430936485529 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0.088365434669442952 8.4000000000000021 3.8450000000000002 -361.49999999999994 5.5950000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.010811126694717151 -37.499999999999993 7.0450000000000008 -30.499999999999996 -272.49999999999994 4.3950000000000005 6.0750000000000011 2.6550000000000007 9.8950000000000014 8.1200000000000028 -89.499999999999986 0.39352982211370774 0.035929432013769351 -293.49999999999994 2.3250000000000006 -16.499999999999996 6.5450000000000008 -90.499999999999986 decision_type=10 8 8 2 2 2 10 10 10 10 2 2 2 8 10 10 10 10 10 10 10 10 10 2 2 10 10 10 10 10 left_child=1 2 19 4 5 6 12 8 -6 -5 24 18 13 -2 -7 26 -8 -15 -9 -1 21 22 -20 -24 -4 -23 -3 28 -13 -11 right_child=3 15 10 9 7 14 16 11 -10 29 -12 27 -14 17 -16 -17 -18 -19 20 -21 -22 25 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0028602181556910094 0.0018758335610437723 0.017477333458433671 0.016185460299243809 -0.0033058573921152645 0.0067082468330966318 -0.0089566348974779008 0.019661342764818079 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92394 38015 19348 404997 38274 64479 44089 40150 8180 13989 3939 89321 33315 26962 5084 is_linear=0 shrinkage=0.01 Tree=64 num_leaves=31 num_cat=0 split_feature=6 47 3 47 2 0 18 3 2 4 3 18 0 3 3 0 6 4 6 6 2 6 6 0 6 2 2 6 6 2 split_gain=28028.9 12289.5 3354.18 3263.16 1682.61 2008.52 1641.24 1407.05 1328.5 1709.57 1143.74 801.743 625.587 560.547 726.579 479.678 410.217 360.781 329.449 328.364 315.192 282.252 267.322 259.09 232.673 230.999 224.198 224.072 195.651 186.437 threshold=3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.091553836234687255 1.0000000180025095e-35 1.0000000180025095e-35 0.22257107971393683 0.088365434669442952 27.500000000000004 0.51271277741865984 1.0000000180025095e-35 1.0000000180025095e-35 0.49441323345817728 0.25018968133535663 1.0000000180025095e-35 1.5000000000000002 23.500000000000004 1.5000000000000002 356.50000000000006 1.0000000180025095e-35 34.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 0.2730095990965557 0.24536878216123498 1.0000000180025095e-35 31.500000000000004 0.66510903426791279 decision_type=2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 23 11 8 7 10 -6 9 18 13 12 19 14 -1 20 -11 29 -3 24 -12 -5 -16 28 25 26 -4 -22 -2 -7 right_child=2 4 3 21 5 17 -8 -9 -10 16 15 -13 -14 -15 22 -17 -18 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.012381144396332436 0.0099920888336491685 -0.0019410113440202217 -0.0042898671450745515 -0.0069402538626885451 0.0044523742300242074 -0.006188325903292019 -0.0034225076634664211 -0.0055479966745137421 0.015928431629357039 0.0068063677365716585 0.011151555177579042 -0.0088689299690699677 0.0066856157733159007 0.014808198937410151 0.0083354886629030799 0.011744299797809686 -0.0010394597266183269 0.0052050021982222297 -0.010097905197183574 -0.0077074241622135621 0.0057706866301563556 -0.0089621241716552388 0.0012920186549791679 0.00095086057219139375 -0.0020077690842114 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833.877 500.725 727.578 438.694 390.345 506.532 381.402 344.592 315.203 312.274 threshold=3.3250000000000006 -32.499999999999993 4.5000000000000009 3.2950000000000004 6.0250000000000012 8.4000000000000021 0.98728813559322048 -124.49999999999999 4.5750000000000011 -300.49999999999994 5.4150000000000009 30.500000000000004 -291.49999999999994 0.010811126694717151 -37.499999999999993 -30.499999999999996 2.6550000000000007 28.500000000000004 -66.499999999999986 -60.499999999999993 5.5150000000000006 0.21081871345029238 0.20701970443349751 8.1200000000000028 4.2350000000000012 -1.0000000180025095e-35 2.3250000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.010811126694717151 decision_type=10 8 2 8 10 10 2 8 10 10 10 2 10 2 8 10 10 2 8 8 10 2 2 10 10 8 10 2 2 2 left_child=1 3 4 16 8 7 17 23 9 27 -8 28 -7 14 -10 26 -1 18 -4 20 -20 22 -21 -6 25 -19 -3 -2 -5 -11 right_child=2 15 6 11 5 12 10 -9 13 29 -12 -13 -14 -15 -16 -17 -18 24 19 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 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1556.8240085542202 488.6026366353035 3077.200241304934 1521.8995693922043 307.70706070959568 998.44278065115213 361.53891611099243 3590.5548209771514 201.61220314353704 159.2961290627718 21292.655959807336 610.74246660619974 6595.6546224951744 1103.2471054941416 1681.4902834817767 2499.0271433964372 leaf_count=13022 9878 59817 74895 10313 6806 387 3340 9674 15531 5125 2381 3800 13193 109904 13369 3073 25252 14926 3045 8742 1842 34261 965 709 220049 4299 29504 6175 7445 22790 internal_value=0 0.0125444 -0.00618211 0.00418276 -0.00322899 0.00323994 -0.00821054 0.00861115 -0.00455229 -0.000978444 0.0054486 0.0108059 -0.00845873 -0.0058669 -0.00226306 0.0160899 -0.00126661 -0.00856091 -0.00707166 -0.00485304 0.00418317 -0.00611539 -0.000523165 -0.000237994 -0.00937939 -0.00530054 0.0163451 0.00384275 0.0124379 -0.00471792 internal_weight=0 30737.6 62803.8 9152.62 25573.1 4342.89 37230.8 2976.35 21230.2 5709.23 931.116 4131.36 1366.53 15520.9 3743.31 21585 5021.26 36299.7 12874.4 5459.86 669.246 4790.61 1200.05 976.153 23425.3 2132.64 21096.4 2493.91 3617.45 3215.32 internal_count=734512 152226 582286 59832 213541 30769 368745 17189 182772 43968 5721 21558 13580 138804 28900 92394 38274 363024 123750 48855 4887 43968 9707 7515 239274 19225 89321 16053 17758 27915 is_linear=0 shrinkage=0.01 Tree=66 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 6 3 6 3 11 6 3 6 3 6 3 3 11 3 11 6 6 3 3 11 4 3 6 split_gain=160337 3131.68 2573.46 321.728 279.604 203.725 193.331 85.5547 64.1327 59.5026 50.4142 49.3038 45.8506 43.7482 46.2535 42.4176 39.2764 37.7398 58.3407 32.9644 31.6471 31.5034 36.6532 30.6173 28.1488 26.9829 26.5903 25.3048 23.7591 22.429 threshold=0.12629276514053342 0.0038593490608036002 0.76014459133148204 0.00020295658032405003 0.023589946329593603 0.96394401788711548 0.49114476144313818 3.5000000000000004 0.94754041967664271 29.500000000000004 1.0000000180025095e-35 0.0012464885949156502 3.5000000000000004 0.94754041967664271 3.5000000000000004 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90934 21221 73 204 69 52501 2526 101 67 internal_value=0 -0.0101073 0.0170418 -0.0107612 -0.00193436 0.017903 0.00840365 0.00651978 0.0039105 0.000825772 0.00296021 -0.00844491 0.0116759 -0.00426794 -0.00468713 -0.00236755 0.0147353 0.00816717 0.00578427 0.00176272 0.0094653 0.0181074 0.0181932 0.0168647 0.0088687 0.0107637 -0.0110172 0.0083695 0.00917958 0.00978327 internal_weight=0 58596.2 34596.5 54255.2 4341 31460.3 3136.18 1990.33 770.289 1988.75 694.916 5399.56 1145.85 2352.25 2149.2 451.144 1907.29 1220.04 430.252 1537.6 789.792 29553.1 27644.7 1908.4 385.886 220.239 48855.6 607.687 29.717 204.218 internal_count=734512 590784 143728 558995 31789 127972 15756 10535 4453 13163 4062 49790 5221 18626 17164 3296 8043 6082 2249 9867 3833 119929 112155 7774 1884 986 509205 2953 182 917 is_linear=0 shrinkage=0.01 Tree=67 num_leaves=31 num_cat=0 split_feature=10 10 2 2 2 10 10 10 0 2 10 10 10 10 10 0 10 0 10 10 10 2 28 0 5 5 10 10 28 10 split_gain=69985.9 3712.84 2191.84 2073.99 2579.73 1180.89 1173.5 1127.18 642.902 608.216 595.118 549.676 539.163 479.276 646.18 467.437 392.102 447.618 329.711 296.663 480.009 289.507 272.607 272.094 271.805 255.081 246.065 296.504 239.962 230.541 threshold=3.3250000000000006 2.7750000000000004 0.96811483739837412 0.091553836234687255 0.088365434669442952 8.4000000000000021 3.8450000000000002 5.5950000000000006 1.0000000180025095e-35 0.010811126694717151 7.0450000000000008 6.0750000000000011 2.7750000000000004 9.8950000000000014 8.1200000000000028 1.0000000180025095e-35 6.9850000000000012 1.0000000180025095e-35 8.2700000000000014 9.8950000000000014 6.5450000000000008 0.74443344878772899 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 4.5750000000000011 4.4750000000000005 1.0000000180025095e-35 4.3750000000000009 decision_type=10 10 2 2 2 10 10 10 2 2 10 10 8 10 10 2 10 2 10 10 10 2 2 2 10 10 10 10 2 10 left_child=1 12 3 4 5 9 23 -4 11 16 -6 -8 22 14 21 25 17 -2 -16 20 26 -13 -1 -5 -23 28 27 -10 -3 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535.9650756046176 1448.446756772697 781.58901393413544 3983.9768747910857 13921.754216834903 1884.917689576745 264.77793557196856 2279.657054618001 220.26461217552423 685.19284169375896 325.96777436137199 535.35343141853809 216.88901990652084 185.37757208198309 127.63029520213604 665.41698656976223 108.53163804113865 219.20646920055151 2301.8239396139979 236.77966263890266 168.62541999667883 2946.5187845155597 leaf_count=46781 17978 27360 8704 21192 996 38015 340518 5084 4422 14295 3281 38069 61326 20390 1219 12381 1138 4611 2720 5768 1197 1038 990 4435 1043 1895 20590 1338 1493 24245 internal_value=0 0.0123407 -0.0061323 -0.00648666 -0.00284292 -0.00410859 -0.00743628 0.00383271 -0.00785978 -0.00192826 0.0136056 -0.00822998 0.014228 -0.00562579 -0.00396823 0.00591786 -0.00060679 -0.00107296 0.00583541 -0.00394193 -0.00281904 -0.00532204 0.0124247 -0.00160852 0.00425578 0.004108 -0.00383331 0.00104929 0.00462592 -0.00333124 internal_weight=0 30628.7 62070.5 59939 12391.7 11506.3 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676.50426930934191 leaf_count=509205 1098 949 1652 4259 1793 635 44011 9517 3676 3283 426 8509 563 1376 3730 4860 1289 5779 242 1049 2007 10727 22685 455 3697 69889 11829 1516 268 3538 internal_value=0 -0.0100758 0.0168191 -0.00190663 0.00829531 0.00702371 -0.0107361 -0.00342145 0.00172054 0.0176728 -0.00137083 -0.00666605 -0.000975537 0.00427848 0.0101155 0.0145377 0.0116018 -0.00840766 0.00613782 -0.00803471 0.00202384 0.0178761 0.0186214 0.0124696 0.00377246 0.0175861 0.0177098 0.015475 -0.00288818 0.00737212 internal_weight=0 57879.3 34516.7 4328.14 3142.47 2716.84 53551.2 3476.66 1000.59 31374.2 2130.29 1346.36 750.632 851.48 1716.25 1910.5 735.831 5355.24 326.089 1178.81 943.881 29463.7 8254.31 923.665 660.078 21209.4 20034.8 1174.58 641.915 792.58 internal_count=734512 590784 143728 31789 15756 13963 558995 26154 5605 127972 15647 10507 4507 5635 8358 8043 3183 49790 1531 9558 6130 119929 33412 4185 4123 86517 81718 4799 3944 4173 is_linear=0 shrinkage=0.01 Tree=69 num_leaves=31 num_cat=0 split_feature=11 11 11 10 10 11 11 11 11 10 10 11 6 10 6 3 10 11 10 10 6 0 6 6 10 0 11 6 11 10 split_gain=153864 3114.65 2495.64 399.068 328.479 324.486 281.716 204.854 112.083 101.282 98.1743 89.9371 83.8475 71.0852 65.7833 55.0379 51.5739 44.3401 52.1616 43.9037 43.5781 42.2439 39.1981 38.5544 38.2656 37.8002 49.3715 34.4046 33.4724 30.5114 threshold=0.12629276514053342 0.0038593490608036002 0.85901859402656566 6.4350000000000014 7.705000000000001 0.00020295658032405003 0.49114476144313818 0.023589946329593603 0.99188911914825451 6.2750000000000012 3.3550000000000004 0.044676627963781308 3.5000000000000004 3.1750000000000003 61.500000000000007 1.0000000180025095e-35 5.6250000000000009 0.99981766939163219 7.0450000000000008 3.0750000000000006 3.5000000000000004 1.0000000180025095e-35 45.500000000000007 369.50000000000006 5.6350000000000007 1.0000000180025095e-35 0.089183576405048315 25.500000000000004 0.1800593510270119 3.6950000000000007 decision_type=2 2 2 8 8 2 2 2 2 8 10 2 2 10 2 2 10 2 10 10 2 2 2 2 10 2 2 2 2 10 left_child=1 5 4 7 6 -1 12 20 22 -7 25 21 28 -10 -8 -14 27 23 -19 -17 -3 -5 -4 -15 -21 26 -9 -12 -2 -16 right_child=2 3 8 11 -6 9 14 10 13 -11 16 -13 15 17 29 19 -18 18 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010980010522638093 0.0034747388789233957 -0.0037866741275733506 0.016037355013463865 0.001632403999287408 0.015769638944469755 -0.0089095866694778331 0.011748048984670583 -0.00079145284285935761 0.017506607285982263 -0.00480466203785186 -0.0015366549425268941 0.01192006057051118 0.011518119443957977 0.017427703745825786 0.011462478308366676 0.0077412368896148951 0.0042663035212051597 0.019807046933391526 0.017652016450297566 -0.00087658216111149349 -0.0067181357686883778 0.0096799569187940165 0.012046036408879196 0.0033662603938599905 0.0066513286800768479 0.0079843955941026265 0.0092939514064640256 -0.005476484363928228 0.0077246290261625264 0.0023029470099240282 leaf_weight=47780.328690454364 241.13393670320511 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0.00156289 -0.00251652 0.006741 0.00512939 internal_weight=0 57423 34476.6 4321.3 3751.86 53101.7 3154.36 3748.6 30724.7 5321.42 1719.73 572.701 1722.15 28163.7 1432.21 680.305 1310.02 6895.01 5214.11 622.008 2028.87 400.199 2561.07 1680.91 530.202 409.71 271.248 1186.22 1041.84 170.454 internal_count=734512 590784 143728 31789 18344 558995 15818 28305 125384 49790 11731 3484 9330 114830 6488 4012 9372 27858 21077 3729 16574 2601 10554 6781 3276 2359 1608 8523 5318 860 is_linear=0 shrinkage=0.01 Tree=70 num_leaves=31 num_cat=0 split_feature=11 11 11 10 10 47 11 11 47 11 47 10 10 18 5 6 11 38 10 18 10 5 11 38 47 10 11 10 10 10 split_gain=151385 3140.93 2515.48 376.662 338.951 568.75 338.26 245.952 201.468 181.524 132.64 250.847 112.259 97.8523 91.3193 99.1646 80.1485 79.9402 76.2246 69.4193 76.0351 64.6787 62.5213 58.4111 56.5073 84.0728 56.8375 91.1158 82.4517 52.5706 threshold=0.089183576405048315 0.6303343176841737 0.0025646678404882004 8.2700000000000014 2.7050000000000005 1.0000000180025095e-35 0.96394401788711548 0.00014531796477960005 1.0000000180025095e-35 0.013544866815209352 1.0000000180025095e-35 3.2650000000000001 2.9250000000000003 1.0000000180025095e-35 2.5000000000000004 101.50000000000001 0.0061350197065621007 1.0000000180025095e-35 5.995000000000001 1.0000000180025095e-35 3.2350000000000008 1.5000000000000002 0.254873737692833 1.0000000180025095e-35 1.0000000180025095e-35 6.1150000000000011 0.99962311983108532 3.2050000000000005 3.6650000000000005 5.2950000000000008 decision_type=2 2 2 8 10 2 2 2 2 2 2 10 10 2 10 2 2 2 8 2 10 10 2 2 2 8 2 10 10 10 left_child=2 4 7 8 -2 19 10 -1 12 -10 11 -3 -4 17 15 22 -5 -13 -9 20 -6 -11 -7 -22 26 -26 28 -28 -8 -30 right_child=1 6 3 16 5 14 24 18 9 21 -12 13 -14 -15 -16 -17 -18 -19 -20 -21 23 -23 -24 -25 25 -27 27 -29 29 -31 leaf_value=-0.010985445155830898 0.013112855203902613 0.015566638322943549 0.0010712925877066728 -0.0009298721229749438 0.0043390903893771393 0.0077197414601403846 0.016812441728171902 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4185 119929 33412 86517 78995 7522 1805 is_linear=0 shrinkage=0.01 Tree=71 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 10 11 1 11 1 10 11 10 1 10 5 6 5 2 11 1 11 10 10 10 10 11 6 10 10 split_gain=148963 3108.11 2514.22 385.087 874.712 370.57 342.814 309.048 262.884 206.788 615.199 181.976 141.518 112.258 108.906 105.379 101.041 75.1245 67.1978 64.002 60.4753 75.6979 210.307 75.1737 65.1563 59.7502 58.4296 54.488 53.9473 53.2715 threshold=0.089183576405048315 0.6303343176841737 0.0017540019471198002 -380.49999999999994 3.0450000000000004 9.0500000000000025 0.96394401788711548 -390.49999999999994 0.013544866815209352 -3.4999999999999996 3.9650000000000003 0.00014531796477960005 3.1250000000000004 -353.49999999999994 2.2150000000000003 2.5000000000000004 105.50000000000001 1.5000000000000002 0.050179856115107911 0.1800593510270119 -380.49999999999994 0.9982588291168214 3.9350000000000005 6.1150000000000011 3.1750000000000003 inf 0.99981766939163219 31.500000000000004 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0.6303343176841737 0.0017540019471198002 0.96394401788711548 0.013544866815209352 1.0000000180025095e-35 0.00014531796477960005 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 0.51623445076955521 1.5000000000000002 0.36455024778842932 0.050179856115107911 1.0000000180025095e-35 1.0000000180025095e-35 0.9982588291168214 0.040202020202020204 1.5000000000000002 0.25018968133535663 0.17677696078431374 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.50151515151515158 1.0000000180025095e-35 0.36455024778842932 decision_type=2 2 2 2 2 2 2 2 2 10 2 2 10 2 2 2 2 2 2 8 2 2 2 10 2 2 2 2 2 2 left_child=2 5 6 8 10 11 -1 20 19 13 -4 22 21 18 -12 29 17 -5 -7 -3 26 -9 -2 -10 -16 -8 -6 -24 -29 -13 right_child=1 3 4 16 7 9 25 12 23 -11 14 15 -14 -15 24 -17 -18 -19 -20 -21 -22 -23 27 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.010956933632112373 0.0082277015930518841 0.011876969793960601 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729.38496094942093 235.19658821821213 650.64325579255819 621.28886051476002 133.27580710500479 448.0107279419899 218.37343381345272 3341.7411018908024 19.164410576224327 281.34007956832647 29.487756714224815 144.27274020016193 leaf_count=501458 1018 3149 7843 4799 1026 1453 13999 2080 4586 1030 2866 1858 3249 2769 11660 343 33412 81718 3941 1078 5012 4212 682 1880 1753 32950 122 1606 164 796 internal_value=0 0.0160874 -0.0100906 0.0170002 -0.00336744 0.00638984 -0.010762 -0.000594132 0.0134424 0.00872396 -0.00557138 0.00261087 0.00130106 0.00949727 -0.00439854 -0.000490042 0.0173072 0.017051 0.00794947 0.0106156 -0.00383065 0.00283385 0.00493199 0.0151848 -0.00526335 -0.0089043 0.000485137 0.00338335 0.00178877 -0.0018076 internal_weight=0 34746.9 55656.2 31757.5 5053.6 2989.39 50602.6 2237.75 2522.91 1847.97 2815.85 1141.42 1411.33 1660.34 1921.42 488.632 29234.6 21010.6 1041.88 962.072 826.423 965.819 652.787 1560.84 1545.05 4804.61 175.779 444.104 310.828 424.83 internal_count=734512 146282 588230 130622 39823 15660 548407 15701 10693 9193 24122 6467 9541 8163 16279 2997 119929 86517 5394 4227 6160 6292 3470 6466 13413 46949 1148 2452 1770 2654 is_linear=0 shrinkage=0.01 Tree=73 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 1 11 1 2 3 2 2 3 11 1 11 2 1 3 2 2 11 11 4 2 2 2 1 split_gain=144270 3048.11 2511.26 366.011 352.485 304.842 196.183 189.668 184.504 113.812 100.144 84.1372 72.021 64.6923 56.9625 55.9805 52.3863 75.8121 32.6503 29.6283 26.9327 25.2226 39.0274 24.109 23.8164 23.0796 33.6331 22.1901 47.2933 21.6018 threshold=0.089183576405048315 0.6303343176841737 0.0017540019471198002 -380.49999999999994 0.96394401788711548 0.013544866815209352 -3.4999999999999996 -364.49999999999994 0.00014531796477960005 -4.4999999999999991 0.031331806282722509 0.51271277741865984 0.050179856115107911 0.050179856115107911 0.51835016835016845 0.254873737692833 -380.49999999999994 0.9982588291168214 0.13660287081339714 -375.49999999999994 0.25018968133535663 0.51042118975249684 0.74443344878772899 0.0061350197065621007 0.031991988420486402 20.500000000000004 1.0000000180025095e-35 0.50151515151515158 0.74443344878772899 -122.49999999999999 decision_type=2 2 2 10 2 2 8 10 2 8 2 2 2 2 2 2 10 2 2 10 2 2 2 2 2 10 2 2 2 10 left_child=2 3 8 11 6 9 18 20 -1 13 25 27 -9 -4 21 -12 17 -6 -3 -10 -7 -8 -23 -15 -14 26 -5 -2 -29 -20 right_child=1 4 5 10 16 7 14 12 19 -11 15 -13 24 23 -16 -17 -18 -19 29 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.010942883997711785 0.005964540746816082 0.016846121788672345 -0.000865752022980509 0.0031796632167052346 0.014192013914281931 -0.0011484121800407361 0.013171977105609616 0.0050814615060802105 -0.010358891250440354 -0.0092420693207921241 0.005107211808694564 -0.0026033953216663798 -0.0014006465964160036 -0.0061193377410710551 0.0052133624949142476 0.00899273080170538 0.017818859510987307 0.017033050437647197 0.012066053234758485 -0.0084571698355232934 -0.0061643074554812282 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0.0168634 -0.00334214 0.0132813 -0.000588531 -0.0107463 -0.00553823 0.00859594 0.000964489 0.00128015 -0.00444253 0.00897977 0.0072033 0.0171739 0.0168954 0.0150854 -0.00887581 -0.00512653 0.0110044 0.00860919 -0.00527825 8.42363e-05 0.0120214 0.00663533 0.00359345 0.00178136 0.0140442 internal_weight=0 34691.6 55213.3 2996.28 31695.3 5041.08 2527.95 2236.63 50172.2 2804.45 2099.27 897.001 1584.26 2164.21 746.974 1492.49 29167.4 20372.4 1780.98 4771.99 652.375 485.817 230.785 1754.32 1205.12 606.782 70.3362 516.455 292.735 1119.14 internal_count=734512 146282 588230 15660 130622 39823 10693 15701 548407 24122 10493 5167 10773 18495 3302 7767 119929 84165 7391 46949 4928 2083 1016 15363 8548 2726 331 2752 1630 4687 is_linear=0 shrinkage=0.01 Tree=74 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 11 1 11 1 3 5 5 5 0 1 3 11 11 4 11 3 0 3 5 11 1 4 11 split_gain=141994 3026.22 2510.07 397.407 300.838 227.971 186.451 185.805 157.528 135.595 113.124 95.6652 79.6333 59.6747 50.6584 49.7635 48.2797 45.0304 44.3268 42.7341 39.7798 38.3363 36.8931 35.1436 33.6718 30.2768 30.0789 29.6263 27.8942 26.9322 threshold=0.089183576405048315 0.76014459133148204 0.0017540019471198002 -371.49999999999994 0.013544866815209352 0.99188911914825451 -364.49999999999994 0.00014531796477960005 -3.4999999999999996 0.36455024778842932 -4.4999999999999991 0.51271277741865984 1.5000000000000002 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 -32.499999999999993 0.94754041967664271 0.49114476144313818 0.36455024778842932 21.500000000000004 0.96394401788711548 0.96784532671629464 1.0000000180025095e-35 0.93369963369963371 2.5000000000000004 0.031991988420486402 -375.49999999999994 19.500000000000004 0.99981766939163219 decision_type=2 2 2 10 2 2 10 2 8 2 8 2 10 10 10 2 8 2 2 2 10 2 2 2 2 8 2 10 10 2 left_child=2 3 7 11 10 8 -6 -1 -3 13 17 18 22 20 28 21 -7 23 -2 -13 24 25 26 -4 -5 -10 -8 -9 -11 -18 right_child=1 5 4 9 6 16 12 27 15 14 -12 19 -14 -15 -16 -17 29 -19 -20 -21 -22 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468.09182953089476 330.74013617634773 301.28228734433651 405.09174241125584 1519.3805363178253 185.3588904440403 207.121431812644 197.24081519246101 864.53284101188183 268.99485497176647 123.53976973891258 390.29429422318935 23.733035296201706 22.182970300316811 540.32896789908409 3697.3330990597606 808.66621197760105 19416.360019013286 leaf_count=501458 2324 8762 13971 571 4928 28110 3287 9971 1479 402 5627 1719 3426 1873 1399 1673 6246 1454 945 1064 4380 1115 712 3070 120 113 3348 36978 3513 80474 internal_value=0 0.0158197 -0.01005 0.00714934 -0.00331702 0.0168275 -0.000582991 -0.0107306 0.0142915 0.00932445 -0.0055052 0.00208314 0.00126648 0.00711725 0.0117593 0.0110821 0.0171172 -0.00441251 0.00459926 -0.00142669 0.00834296 0.00931874 0.00271719 -0.00485549 0.00314331 0.00717879 0.00207646 -0.00884736 0.0129493 0.016878 internal_weight=0 34632.3 54773.7 3606.38 5028.61 31026 2235.48 49745 3181.28 2523.11 2793.13 1083.27 1585.32 1323.41 1199.69 1032.82 27844.7 2157.19 630.952 452.316 992.674 627.73 1117.23 1971.83 128.141 358.735 993.692 4739.63 898.412 20935.7 internal_count=734512 146282 588230 18310 39823 127972 15701 548407 13142 12258 24122 6052 10773 6944 5314 4380 114830 18495 3269 2783 5071 2707 7347 17041 691 1592 6635 46949 3915 86720 is_linear=0 shrinkage=0.01 Tree=75 num_leaves=31 num_cat=0 split_feature=10 6 10 3 10 10 6 10 10 2 10 5 2 6 10 6 5 10 10 2 2 10 3 2 10 4 2 3 10 6 split_gain=61701.2 3466.4 3214.3 1911.25 1875.77 2326.19 895.266 887.158 731.234 581.526 518.726 445.619 435.785 427.596 402.643 384.18 485.272 357.279 341.51 315.142 291.37 210.794 210.146 209.87 209.847 208.671 193.506 157.038 149.384 147.655 threshold=3.3250000000000006 4.5000000000000009 2.7750000000000004 1.0000000180025095e-35 6.0250000000000012 8.4000000000000021 16.500000000000004 4.5750000000000011 5.3850000000000007 0.010811126694717151 7.0450000000000008 1.5000000000000002 0.34387500000000004 1.5000000000000002 4.0550000000000006 33.500000000000007 5.5000000000000009 2.7750000000000004 7.4250000000000007 0.58847248576850109 0.2730095990965557 3.8450000000000002 0.52013513513513521 0.16774891774891773 5.3350000000000009 28.500000000000004 0.98728813559322048 0.9740215924426453 5.3250000000000011 23.500000000000004 decision_type=10 2 10 2 10 10 2 10 10 2 10 10 2 2 10 2 10 8 10 2 2 10 2 2 10 10 2 2 10 2 left_child=2 4 6 8 7 10 17 21 -3 24 19 -7 -12 22 -5 16 29 -1 -18 -6 -8 -2 -4 -13 28 -15 -11 -17 -9 -16 right_child=1 3 13 14 5 11 20 9 -10 26 12 23 -14 25 15 27 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.012457512751487024 0.0014542648277896379 -0.0036919300204964105 0.0093602726288989323 -0.0044060742861518993 8.4985930727385733e-05 -0.010750302113701911 0.0024890898998869218 -0.0026929466681308986 0.01189617667910832 -0.0070685327431973871 0.01481382026769271 0.017839020284313497 -5.8657274807636097e-05 0.0071126004018620785 -0.0081763045348093519 -0.0097878365805401379 -0.0079088936151299055 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55531 561 3120 10979 27725 6947 938 7081 16310 4634 6615 3447 23616 internal_value=0 -0.00596903 0.0116546 -0.00799842 -0.00307109 0.00304489 0.013427 -0.00433447 0.00437377 -0.0056187 0.00799439 -0.00826325 0.0123245 0.00560258 -0.00844405 -0.00874205 -0.00733276 0.014141 0.00720807 0.00385042 0.00801686 -0.000900984 0.00786938 0.00589734 -0.00212309 0.00282357 -0.00675481 -0.00961688 -0.0035982 -0.00761239 internal_weight=0 58941.8 29965 34665.9 24276 4156.17 23177.2 20119.8 1205.2 14642.9 2890.86 1265.31 1413.69 6787.81 33460.7 31161 11934.8 20475.1 225.183 1477.18 2702.05 5476.88 3738.42 189.03 3591.73 3049.39 11051.2 19226.1 2617.05 11709.6 internal_count=734512 582286 152226 368745 213541 30769 109097 182772 7968 138804 17189 13580 7173 43129 360777 339466 124682 93289 1487 10016 15808 43968 21764 1308 28900 21365 109904 214784 21819 123195 is_linear=0 shrinkage=0.01 Tree=76 num_leaves=31 num_cat=0 split_feature=1 6 6 3 3 3 0 3 4 3 0 4 3 3 0 4 1 6 1 0 3 3 1 6 1 1 1 1 1 1 split_gain=29425.7 7944.73 6253.09 1883.78 1379.5 1902.05 1613.6 735.178 724.834 617.426 563.798 433.786 430.027 450.117 402.273 364.107 310.858 279.838 275.904 245.115 243.68 240.757 208.913 207.541 305.144 674.134 196.127 219.967 195.826 188.519 threshold=-1.0000000180025095e-35 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 0.90844616376531284 0.22257107971393683 1.0000000180025095e-35 0.90943267259056748 20.500000000000004 0.51271277741865984 1.0000000180025095e-35 24.500000000000004 0.48850422832980972 0.25018968133535663 1.0000000180025095e-35 24.500000000000004 -31.499999999999996 356.50000000000006 -29.499999999999996 1.0000000180025095e-35 0.9740215924426453 0.9934852728970377 -30.499999999999996 33.500000000000007 -66.499999999999986 -60.499999999999993 -41.499999999999993 -64.499999999999986 -147.49999999999997 -58.499999999999993 decision_type=8 2 2 2 2 2 2 2 8 2 2 8 2 2 2 10 10 2 10 2 2 2 10 2 10 10 10 10 10 10 left_child=1 4 9 10 5 8 -7 -6 26 12 29 -9 13 -2 20 -8 -10 -4 -16 -11 23 -13 -18 24 -5 -26 27 -1 -22 -3 right_child=2 3 17 14 7 6 15 11 16 19 -12 21 -14 -15 18 -17 22 -19 -20 -21 28 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0030992706565074542 0.011733178242988763 0.0082976962298187233 0.0012998889037450579 -0.0083605809939483917 0.014900601598289881 -0.0051983050045577364 -0.0051734691876685369 -0.0046979722631481776 0.0042126640821099964 0.0067834845849411227 -0.0062857295314949768 -0.0041006671404967719 0.014034337421048629 0.0069709094858446535 -0.00083749524322303433 0.0039859924691953473 0.014342679180751928 -0.0057287060301669367 -0.010635595661231114 0.011209333904793282 -0.0088402799310907804 0.0073116770350560916 0.0029072394244662246 -0.0090220682889151586 0.0029616988318661047 -0.0073460480283710364 -0.0099127870472188167 0.0062921511304773218 -0.0011057088666039791 -0.00027426600916106379 leaf_weight=1021.7672898992896 7902.3921377807856 962.44015435129404 8587.3697753548622 8041.4335165470839 780.62362755089998 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0.00601261 internal_weight=0 57292.6 31305 34248.8 23043.8 20014.1 12873.9 3029.73 7140.2 22111.2 1832.92 2249.1 15825.6 10552.7 32415.9 3589.15 5501.8 9193.84 1634.8 6285.61 30781.1 1760.39 777.346 29394.7 11441.2 3399.72 1638.41 1351.7 1386.43 1312.26 internal_count=734512 545980 188532 360905 185075 165603 116321 19472 49282 116567 13236 15955 79890 55612 347669 26662 35689 71965 15073 36677 332596 11363 4082 319113 120114 33252 13593 10622 13483 8165 is_linear=0 shrinkage=0.01 Tree=77 num_leaves=31 num_cat=0 split_feature=11 11 11 10 10 11 2 11 11 11 11 10 10 10 10 10 2 0 2 11 10 10 5 11 5 10 11 5 11 2 split_gain=137824 2939.69 2504.98 359.691 342.242 219.77 207.768 188.028 186.472 141.823 128.295 82.1208 68.1984 60.063 55.007 53.5905 48.4361 48.4209 45.6844 45.6805 43.6777 41.7155 36.6485 34.9764 33.0455 34.4368 31.5799 61.2521 30.7333 29.6827 threshold=0.089183576405048315 0.76014459133148204 0.0017540019471198002 5.6250000000000009 2.7050000000000005 0.99188911914825451 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7046 3046 1806 3935 is_linear=0 shrinkage=0.01 Tree=78 num_leaves=31 num_cat=0 split_feature=10 6 10 10 10 10 5 6 3 3 5 10 3 0 0 6 10 10 10 3 10 10 10 3 10 6 3 6 10 6 split_gain=59197.4 3370.46 3084.81 1705.25 2882.91 1018.72 891.338 840.052 727.448 722.725 691.181 1319.44 935.036 502.319 427.337 397.019 368.413 350.879 269.391 256.935 213.929 234.144 202.22 198.656 187.973 209.923 165.204 161.746 153.137 147.771 threshold=3.3250000000000006 30.500000000000004 2.7750000000000004 6.0550000000000006 8.4000000000000021 3.8450000000000002 5.5000000000000009 16.500000000000004 1.0000000180025095e-35 0.99147117657755979 1.5000000000000002 6.9850000000000012 0.22257107971393683 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 4.2350000000000012 2.7750000000000004 6.2750000000000012 0.72509541984732839 4.5750000000000011 4.4750000000000005 5.2650000000000006 0.52013513513513521 6.6150000000000011 3.5000000000000004 0.9740215924426453 11.500000000000002 3.1750000000000003 1.0000000180025095e-35 decision_type=10 2 10 10 10 10 10 2 2 2 10 10 2 2 2 2 10 8 10 2 10 10 10 2 10 2 2 2 10 2 left_child=2 3 7 5 10 -2 29 17 13 14 12 18 -5 22 -10 23 -3 -1 -12 -9 21 -16 -7 -4 25 -20 -18 -14 -17 -6 right_child=1 16 15 4 6 8 -8 19 9 -11 11 -13 27 -15 20 28 26 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.012196762924499243 0.00050357369977435706 -0.0050034584898465372 0.0091282221554295755 0.0099986125844222697 -0.00063041282223669952 0.00019223367823366884 0.014324673710974106 0.0097391392870945729 -0.0075497467141373009 0.00053980456992321014 -0.0075666702173141157 0.013029069526058114 -0.0011269295118000473 -0.0044259592992651284 -0.0025143397783845035 0.0040227550123855182 -0.0097189399927639138 0.014900419913908261 0.011972322250286658 0.0026646427130405303 -0.004964981377280576 0.0097918744629701699 0.0082602872873052298 0.0040035716352610539 -0.0040736836843572391 -0.0059388523534765186 -0.0046860015882573365 -0.0084343589841564121 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35.7998 32.3078 29.9146 29.7766 28.8265 threshold=0.089183576405048315 0.85901859402656566 0.0017540019471198002 5.6250000000000009 7.705000000000001 0.49114476144313818 0.00014531796477960005 0.013544866815209352 0.0061350197065621007 0.99641901254653942 0.022347066167290854 3.2350000000000008 1.5000000000000002 1.5000000000000002 3.1750000000000003 1.5000000000000002 9.0500000000000025 5.5450000000000008 23.500000000000004 450.50000000000006 3.5000000000000004 2.9250000000000003 23.500000000000004 6.1150000000000011 1.0000000180025095e-35 5.6350000000000007 8.2700000000000014 0.99991196393966686 0.044676627963781308 0.050179856115107911 decision_type=2 2 2 8 8 2 2 2 2 2 2 10 10 10 10 2 8 8 2 2 2 10 2 10 2 10 8 2 2 2 left_child=2 4 6 7 5 10 -1 20 -5 19 24 -12 18 22 -11 -13 -10 -8 21 26 -4 -9 -7 27 -2 -17 29 -16 -18 -3 right_child=1 9 3 8 -6 13 17 12 16 14 11 15 -14 -15 23 25 28 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010883075374295011 0.010385398704200162 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911.5699158385396 295.44452363997698 20.549260064959526 1084.1145544275641 782.91673251241446 174.51065847277641 2588.7046571075916 256.4889297708869 106.03445649147034 726.94925424456596 3034.9121557474136 90.907341197133064 1732.2054247111082 leaf_count=501458 1240 3016 9511 2973 2779 3949 38215 937 2353 85712 1838 2856 4207 1704 3449 3836 1374 8734 2306 89 10211 5519 835 10748 1228 633 2982 12246 432 7142 internal_value=0 0.0154141 -0.00998341 -0.0032392 0.00768206 0.0064842 -0.0106798 -0.00456683 0.00204378 0.0164994 0.00405129 0.00284341 -0.00216472 0.0100096 0.0167203 0.00134607 0.00472253 -0.00877195 -0.000848046 0.0146598 -0.00651608 0.000317623 0.0112683 0.0176097 0.00776921 -0.00065049 0.0147526 0.0182281 0.00776443 0.0142088 internal_weight=0 34318.1 53240.4 4982.86 4224.29 3565.74 48257.6 3982.14 1000.72 30093.8 2109.78 1592.43 1783.85 1455.96 26868.3 1205.65 636.16 4646.87 1247.75 3225.54 2198.29 952.308 1094.06 6481.72 517.349 702.387 3204.99 3893.02 329.027 2478.04 internal_count=734512 146282 588230 39823 20898 18119 548407 32691 7132 125384 11631 9163 12969 6488 112155 7325 4159 46949 8762 13229 19722 6456 4784 26443 2468 4469 13140 15695 1806 10158 is_linear=0 shrinkage=0.01 Tree=80 num_leaves=31 num_cat=0 split_feature=11 11 11 10 10 11 11 11 11 11 10 6 10 11 5 10 10 5 6 5 6 10 6 10 6 10 11 5 6 11 split_gain=132524 2865.28 2498.74 343.953 321.148 298.625 188.484 184.825 126.037 122.674 89.1036 82.8679 76.1152 70.7433 68.0877 62.7484 59.5697 47.5992 51.1494 43.9863 42.4312 42.0461 36.8783 35.2185 32.9195 32.856 29.9366 26.1523 24.6234 24.085 threshold=0.089183576405048315 0.85901859402656566 0.0017540019471198002 5.6250000000000009 7.705000000000001 0.49114476144313818 0.00014531796477960005 0.010294413659721552 0.99641901254653942 0.013544866815209352 3.2350000000000008 40.500000000000007 2.9250000000000003 0.1800593510270119 1.5000000000000002 3.1750000000000003 5.5450000000000008 1.5000000000000002 33.500000000000007 1.5000000000000002 450.50000000000006 9.0500000000000025 23.500000000000004 6.1150000000000011 3.5000000000000004 8.2700000000000014 0.99995487928390514 2.5000000000000004 45.500000000000007 0.0061350197065621007 decision_type=2 2 2 8 8 2 2 2 2 2 10 2 10 2 10 10 8 10 2 10 2 8 2 10 2 8 2 10 2 2 left_child=2 4 6 7 5 10 -1 24 20 29 -2 13 -9 -12 22 -10 -8 18 -14 -15 25 -11 -7 26 -4 28 -17 -6 -3 -5 right_child=1 8 3 9 27 14 16 12 15 21 11 -13 17 19 -16 23 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010869720477009088 0.0076509623153581223 0.014418510549619165 -0.0054652116581752012 -0.0026091180129855685 0.014737329842615119 0.011927113068189448 -0.0093056334502700962 0.0021957332273348056 0.016331903086886031 0.0027106293344663873 0.00087188723670607164 -0.0019090115660807152 -0.0010161881123669976 0.007127211343270266 0.0061299030868712081 0.016534729618541334 -0.0064467521799021115 -0.0056532350222543723 -0.0060279456165986166 0.0019730523397544224 0.00018932744982849567 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129.396 439.356 119.894 66.5182 64.4509 63.2734 60.3154 68.9402 59.5684 58.3188 58.249 50.9142 39.2227 37.668 105.106 188.322 36.7117 threshold=0.089183576405048315 0.85901859402656566 0.0017540019471198002 -380.49999999999994 3.2350000000000008 5.6250000000000009 -380.49999999999994 0.010294413659721552 0.00014531796477960005 0.36455024778842932 2.1050000000000004 3.1250000000000004 0.99641901254653942 -364.49999999999994 3.9650000000000003 0.0061350197065621007 5.7750000000000012 1.5000000000000002 1.5000000000000002 9.0500000000000025 -353.49999999999994 5.5450000000000008 0.040202020202020204 3.1550000000000007 3.9650000000000003 0.031991988420486402 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.4250000000000003 decision_type=2 2 2 10 10 8 10 2 2 2 10 10 2 10 10 2 10 10 10 8 10 8 2 10 10 2 10 10 10 10 left_child=2 3 8 4 10 6 11 -8 -1 22 -2 29 13 14 -3 -7 -16 -11 25 -17 -21 -10 -5 -14 -6 -9 -15 -28 -29 -4 right_child=1 12 5 9 24 15 7 18 21 17 -12 -13 23 26 16 19 -18 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20062.87596231699 1640.6473695486784 194.73987631499767 307.93292708694935 36.749605685472488 419.3227369338274 411.75453894585371 61.955055996775627 269.19789402931929 902.73496179282665 956.10578515380621 6635.2038907259703 510.03193262219429 478.46328421682119 355.99042987823486 22.523026391863823 58.641298860311508 136.69955573230982 leaf_count=501458 1444 3777 297 1751 788 2973 12937 3893 38215 5240 1118 8529 84982 6640 886 2353 154 1889 3197 277 1529 8734 5235 27173 3433 2996 1445 91 236 842 internal_value=0 0.0151762 -0.00994381 0.00750144 0.00245468 -0.003191 -0.00450635 -0.00292501 -0.0106496 0.0096264 0.0122911 -0.00844833 0.0162636 0.0143687 0.0116736 0.0019998 -0.000635378 0.0118597 -0.000208044 0.00460721 0.00756964 -0.00871555 0.00687611 0.0164925 -0.00673364 0.00115234 0.0158572 0.0132488 0.00297973 -0.000762799 internal_weight=0 34163.3 52393.3 4239.81 1256.24 4957.79 3955.47 2823 47435.5 2983.57 606.721 1132.46 29923.5 3225.41 1147.61 1002.32 231.489 1646.55 1410.11 639.086 331.153 4584.19 1337.02 26698.1 649.52 998.357 2077.8 437.155 81.1643 191.985 internal_count=734512 146282 588230 20898 6783 39823 32691 23023 548407 14115 2562 9668 125384 13229 4817 7132 1040 7129 10086 4159 1806 46949 6986 112155 4221 6889 8412 1772 327 1139 is_linear=0 shrinkage=0.01 Tree=82 num_leaves=31 num_cat=0 split_feature=47 0 3 0 3 18 2 3 3 18 2 2 2 0 3 2 2 2 2 2 3 3 13 2 2 3 2 2 3 3 split_gain=16303 4772.49 4633.07 2768.66 2184.76 1637.85 1354.66 2132.26 1030.07 534.895 479.232 524.378 722.258 440.422 366.004 293.133 815.612 254.747 346.254 240.376 222.548 286.187 185.35 177.107 147.792 140.824 140.598 339.57 178.357 135.908 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.091229193341869366 1.0000000180025095e-35 0.25018968133535663 1.0000000180025095e-35 0.091553836234687255 0.90943267259056748 0.98067587752053786 1.0000000180025095e-35 1.0000000180025095e-35 0.44487847222222227 0.50151515151515158 1.0000000180025095e-35 0.51271277741865984 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1 1 10 10 6 10 1 1 1 10 1 2 1 split_gain=55225.8 7299.56 3179.78 2459.6 1651.8 3567.9 2158.42 1223.9 678.145 665.781 667.682 634.912 483.392 471.131 449.614 401.317 346.1 430.713 327.489 489.643 326.915 324.095 235.888 232.701 240.297 219.438 197.535 339.141 194.823 193.037 threshold=3.3550000000000004 -32.499999999999993 30.500000000000004 1.0000000180025095e-35 6.0550000000000006 -71.499999999999986 -45.499999999999993 1.0000000180025095e-35 1.5000000000000002 3.8450000000000002 -361.49999999999994 -37.499999999999993 -30.499999999999996 31.500000000000004 4.3950000000000005 0.010811126694717151 4.2350000000000012 -1.0000000180025095e-35 -59.499999999999993 6.2550000000000008 2.3250000000000006 1.5000000000000002 2.6550000000000007 -265.49999999999994 -124.49999999999999 -32.499999999999993 4.5750000000000011 -300.49999999999994 0.025978407557354904 -64.499999999999986 decision_type=10 8 2 10 10 8 10 2 2 10 10 8 10 2 10 2 10 8 8 10 10 2 10 10 10 10 10 10 2 10 left_child=1 3 4 13 7 8 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89997 13881 5097 36952 15131 9050 7578 30180 8824 6499 3721 3022 is_linear=0 shrinkage=0.01 Tree=85 num_leaves=31 num_cat=0 split_feature=1 3 5 3 3 5 3 5 3 3 4 4 5 1 1 3 1 3 3 1 3 5 3 5 1 3 1 1 1 3 split_gain=25513 4956.37 2016.36 1633.22 1129 776.397 744.772 691.808 671.659 809.619 669.796 647.684 420.591 389.747 641.363 1355.77 1227.72 357.257 317.637 310.404 242.401 197.258 285.343 191.675 188.623 176.03 158.417 304.544 356.232 155.431 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 0.98907071189679896 0.51271277741865984 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 0.49441323345817728 0.25018968133535663 20.500000000000004 24.500000000000004 2.5000000000000004 -8.4999999999999982 -65.499999999999986 0.90844616376531284 -64.499999999999986 0.29429808733309276 0.98067587752053786 -90.499999999999986 0.32583417593528818 3.5000000000000004 0.64530791788856312 2.5000000000000004 -189.49999999999997 0.66774891774891787 -139.49999999999997 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split_feature=10 1 10 10 10 1 10 1 10 1 1 0 1 0 0 10 5 1 1 1 1 10 10 5 10 10 10 1 10 10 split_gain=49988 6541.11 2211.82 916.906 2397.7 2566.06 1227.46 1023.92 941.387 843.474 806.408 556.326 438.3 434.141 413.985 321.689 302.834 241.786 213.37 203.317 195.48 181.505 175.715 521.826 166.668 165.923 237.68 202.496 165.495 160 threshold=3.3550000000000004 -32.499999999999993 1.635 6.0750000000000011 8.4000000000000021 -71.499999999999986 4.2350000000000012 -361.49999999999994 8.1200000000000028 -59.499999999999993 -291.49999999999994 1.0000000180025095e-35 -30.499999999999996 1.0000000180025095e-35 1.0000000180025095e-35 2.3250000000000006 1.5000000000000002 -53.499999999999993 -49.499999999999993 -226.49999999999997 -32.499999999999993 7.995000000000001 9.8950000000000014 5.5000000000000009 1.0350000000000004 4.495000000000001 4.4750000000000005 -37.499999999999993 7.705000000000001 3.5950000000000002 decision_type=10 8 10 10 10 10 10 10 10 10 10 2 10 2 2 10 10 10 10 8 10 10 10 10 10 10 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32582 17448 15134 44065 40623 235121 45328 93289 8319 15808 12815 216515 9067 194177 26150 86299 22396 4270 2242 8443 32717 is_linear=0 shrinkage=0.01 Tree=92 num_leaves=31 num_cat=0 split_feature=10 1 10 2 2 2 10 10 1 10 10 10 10 1 2 2 1 1 1 10 10 10 1 10 2 1 2 10 1 10 split_gain=48305.2 6493.33 2141.42 1568.8 1670.15 1744.73 926.873 766.553 812.736 747.742 451.114 668.482 614.218 656.313 536.698 447.919 535.966 440.93 437.576 417.371 413.821 380.518 699.867 731.021 354.008 337.591 331.969 321.342 292.372 215.15 threshold=3.3550000000000004 -32.499999999999993 1.0000000180025095e-35 0.96811483739837412 0.091553836234687255 0.088365434669442952 8.4000000000000021 3.8450000000000002 -361.49999999999994 5.5950000000000006 6.1150000000000011 9.8950000000000014 8.1200000000000028 -114.49999999999999 0.39352982211370774 0.010811126694717151 -37.499999999999993 -272.49999999999994 -30.499999999999996 4.3950000000000005 7.0450000000000008 4.995000000000001 -1.0000000180025095e-35 4.9850000000000012 0.010811126694717151 -71.499999999999986 0.2573593073593074 2.3250000000000006 -143.49999999999997 2.6550000000000007 decision_type=10 8 10 2 2 2 10 10 10 10 10 10 10 10 2 2 8 10 10 10 10 10 8 10 2 8 2 10 10 10 left_child=1 2 -1 4 5 6 15 8 -6 -5 21 12 13 -12 -15 16 -2 -8 27 -18 -7 22 -9 -24 -4 -14 -25 -3 -13 -26 right_child=3 18 24 9 7 20 17 10 -10 -11 11 28 25 14 -16 -17 19 -19 -20 -21 -22 -23 23 26 29 -27 -28 -29 -30 -31 leaf_value=0.0087225144237127478 0.001747134954347869 0.014637770891349487 0.0042653632391731521 -0.00304918613574038 0.0049740717894193754 -0.0084501310843982311 0.016659892135542781 -0.0078530591456175466 -0.0062620554139288997 0.0092779336598653658 -0.006872563897686753 0.0071781566067140598 -0.0010362397042599613 -0.0058084448380270005 0.0082587084250680919 -0.0071799928431289777 0.0036253215583617123 -0.008850476111818122 0.0040159659120767507 -0.0068229437144626892 0.014360800999356596 -0.0086463726755687705 -0.0038987001079835437 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111.283 177.852 103.055 99.4028 117.69 121.189 90.2974 90.0711 60.1146 51.9019 49.713 49.2296 51.2515 47.121 45.4222 44.7829 threshold=0.089183576405048315 0.76014459133148204 0.0014690008247270501 5.6250000000000009 1.0000000180025095e-35 2.4250000000000003 0.99188911914825451 0.010294413659721552 0.00013046689127800003 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.2350000000000008 0.0061350197065621007 1.0000000180025095e-35 3.3250000000000006 0.36455024778842932 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.8350000000000004 3.1550000000000007 1.0000000180025095e-35 0.044676627963781308 23.500000000000004 1.5000000000000002 5.5250000000000012 2.5000000000000004 3.9650000000000003 decision_type=2 2 2 8 2 10 2 2 2 2 2 2 10 2 2 10 2 2 2 2 2 10 10 2 2 8 10 8 10 10 left_child=2 4 8 7 5 -2 14 23 -1 21 11 12 -7 -5 15 -3 28 18 19 29 -14 -9 -8 -4 -15 -11 -27 -10 -6 -17 right_child=1 6 3 13 16 10 22 9 27 25 -12 -13 20 24 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2261.92 520.67 430.835 348.878 607.557 784.13 26361.8 2045.98 639.294 1220.39 1083.34 4304.7 1175.99 311.787 internal_count=734512 146282 588230 42520 18310 7511 127972 34880 545710 15155 6132 5391 4930 7640 13142 5464 10799 2305 1935 1594 4056 6318 114830 19725 4159 8837 7801 46810 6079 1444 is_linear=0 shrinkage=0.01 Tree=94 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 10 1 11 11 11 10 10 11 1 10 11 10 6 5 6 10 5 11 10 10 5 6 6 10 11 split_gain=113274 2535.66 2491.43 457.322 945.96 314.594 252.309 222.352 168.008 160.159 139.006 122.294 118.63 140.819 380.103 116.416 66.3217 64.1622 71.8074 61.8966 61.6973 58.414 48.3939 47.1475 44.7719 44.2435 41.6864 38.4946 38.3198 36.1011 threshold=0.089183576405048315 0.85901859402656566 0.0014690008247270501 -380.49999999999994 3.2350000000000008 5.6250000000000009 -380.49999999999994 0.010294413659721552 0.00013046689127800003 0.49114476144313818 2.1050000000000004 3.1250000000000004 0.99641901254653942 -364.49999999999994 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split_gain=111607 2527.11 2489.89 296.243 289.851 169.272 143.713 137.77 128.903 122.169 89.2215 83.1071 64.9756 54.3862 50.6283 49.6008 43.1184 46.4885 40.8158 40.4365 40.1737 39.2628 38.4946 37.4186 37.4011 36.99 32.118 31.4408 28.0104 27.8226 threshold=0.089183576405048315 0.85901859402656566 0.0014690008247270501 1.0000000180025095e-35 0.013544866815209352 0.00013046689127800003 0.36455024778842932 0.49114476144313818 1.0000000180025095e-35 0.99641901254653942 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 2.5000000000000004 3.5000000000000004 2.5000000000000004 133.50000000000003 0.51835016835016845 1.0000000180025095e-35 3.5000000000000004 19.500000000000004 26.500000000000004 0.95030864197530873 0.93369963369963371 0.82240143369175633 98.500000000000014 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 10 10 2 10 2 2 2 2 2 10 2 2 2 2 2 2 2 left_child=2 3 5 7 10 -1 16 12 20 11 -4 21 18 25 26 -9 17 22 -2 -11 -6 -3 24 27 -5 -10 -8 -12 -7 -14 right_child=1 9 4 6 8 28 14 15 13 19 23 -13 29 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010734396312265511 0.0049679520118548958 0.01219406227149652 -0.0078049696203992573 0.00021501319894900531 -0.0016311427249853839 -0.0098481480803009388 0.012143657027624183 0.0088889202870031069 0.0018156756936373497 0.015205490147547364 -0.003124498213245834 0.014748770280662078 0.0079547368772183522 -0.0015089901684029619 0.0056421110880396164 0.0029509156882036249 0.00062197625465574039 -0.00042563499119326693 -0.00062049450017686181 0.016104453602608836 -0.0061710471029594784 0.0073938022390082729 0.0084295496977354889 0.00037493764509708284 0.012844724079606096 0.0067573471739455571 0.0061295705751092311 -0.0057579807935408704 -0.0080891218892170155 -0.0031225653702235752 leaf_weight=38751.384221047163 392.73772072046995 1143.9131318628788 903.120550327003 113.59854203462601 453.39237911999226 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48075.1 4255.22 5077.73 42997.4 2660.46 1594.76 2184.32 28690.2 2893.41 3187.59 936.059 1389.02 1478.13 658.704 1182.33 1065.96 588.609 25502.6 795.295 1344.13 988.467 1990.29 143.145 962.942 1324.64 1813.4 4246.03 347.45 internal_count=734512 146282 588230 20898 42520 545710 12387 8511 15701 125384 26819 13229 5458 9541 6308 3053 6079 5394 3147 112155 6160 5740 4912 18182 755 6292 5616 16740 46810 2311 is_linear=0 shrinkage=0.01 Tree=96 num_leaves=31 num_cat=0 split_feature=11 11 11 10 47 10 11 11 47 28 11 11 10 11 10 47 10 10 28 10 11 10 47 5 4 5 10 11 5 5 split_gain=109964 2521.98 2489.01 309.503 288.788 587.915 191.193 170.566 159.88 147.531 140.858 126.36 121.321 112.842 88.6431 81.0864 143.198 74.2433 66.2982 58.1983 56.1065 54.8182 51.2907 49.4713 48.4165 48.5261 47.5298 46.7696 45.3304 42.0354 threshold=0.089183576405048315 0.85901859402656566 0.0014690008247270501 5.6250000000000009 1.0000000180025095e-35 2.3750000000000004 0.010294413659721552 0.00013046689127800003 1.0000000180025095e-35 1.0000000180025095e-35 0.36455024778842932 0.99641901254653942 3.2350000000000008 0.0061350197065621007 2.8350000000000004 1.0000000180025095e-35 3.2950000000000004 5.6550000000000011 1.0000000180025095e-35 3.1750000000000003 0.49114476144313818 5.5050000000000008 1.0000000180025095e-35 2.5000000000000004 23.500000000000004 1.5000000000000002 5.5250000000000012 0.044676627963781308 1.5000000000000002 2.5000000000000004 decision_type=2 2 2 8 2 10 2 2 2 2 2 2 10 2 10 2 10 10 2 10 2 10 2 10 8 10 8 2 10 10 left_child=2 4 7 6 5 -2 22 -1 14 12 29 15 -7 -5 -8 16 -3 20 21 -13 -14 28 -4 -12 -10 -26 -9 -15 -18 -6 right_child=1 11 3 13 10 9 8 26 24 -11 23 19 17 27 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.01072245213465078 0.013885075257569131 0.013940079716071238 -0.0087364521613044008 -0.0023635792656491084 0.0069435073139617089 0.0046988069769759123 0.0030080683427094325 -0.0091383930621941559 -0.0055250592186296176 0.0086874935280903207 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is_linear=0 shrinkage=0.01 Tree=97 num_leaves=31 num_cat=0 split_feature=11 11 11 10 47 10 11 11 47 28 11 11 10 11 10 38 47 10 10 28 38 10 10 47 6 4 5 13 5 10 split_gain=108354 2514.93 2487.55 304.637 280.855 576.461 189.273 171.841 157.6 144.209 138.106 130.072 119.014 110.391 87.4736 83.4574 78.7684 142.495 77.7186 64.8763 73.3938 67.8592 54.2208 51.0752 50.5908 61.8521 50.5023 48.9752 48.3362 48.2257 threshold=0.089183576405048315 0.85901859402656566 0.0014690008247270501 5.6250000000000009 1.0000000180025095e-35 2.3750000000000004 0.010294413659721552 0.00013046689127800003 1.0000000180025095e-35 1.0000000180025095e-35 0.36455024778842932 0.99641901254653942 3.2350000000000008 0.0061350197065621007 2.8350000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.2950000000000004 5.7250000000000005 1.0000000180025095e-35 1.0000000180025095e-35 5.5050000000000008 3.1750000000000003 1.0000000180025095e-35 25.500000000000004 23.500000000000004 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.9650000000000003 decision_type=2 2 2 8 2 10 2 2 2 2 2 2 10 2 10 2 2 10 10 2 2 10 10 2 2 8 10 2 10 10 left_child=2 4 7 6 5 -2 23 -1 14 12 -6 16 -7 -5 -8 18 17 -3 27 20 21 29 -13 -4 25 -10 -27 -14 -12 -19 right_child=1 11 3 13 10 9 8 -9 24 -11 28 22 15 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010710607101391495 0.013752796815371702 0.01384837768357502 -0.0087072625386624292 -0.0023438525483752445 0.0062426108822824719 0.0046468429866760542 0.0029738016156979504 -0.0085765430511454358 -0.0057871965050551501 0.0085715759092547406 0.011431709038278108 0.015008066203010472 -0.0052475088634521992 0.0042945201936803673 -0.0069972532533677245 0.014753718235518227 0.014470792555390783 0.0084560993341470624 0.0066260209937382799 0.015115903935985855 0.018673150024283949 0.012038942259082617 0.016080749835011093 -0.0053484538817884968 -0.0035065442361838697 0.0037472376915482454 -0.0018004608875182863 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threshold=0.089183576405048315 0.85901859402656566 0.0014690008247270501 -380.49999999999994 0.013544866815209352 -364.49999999999994 0.00013046689127800003 0.49114476144313818 0.99641901254653942 -364.49999999999994 -4.4999999999999991 0.49114476144313818 0.050179856115107911 0.050179856115107911 0.51623445076955521 0.050179856115107911 -32.499999999999993 0.96394401788711548 1.0000000180025095e-35 1.0000000180025095e-35 -351.49999999999994 1.0000000180025095e-35 1.0000000180025095e-35 0.52316636851520582 0.1800593510270119 0.0061350197065621007 0.050179856115107911 1.0000000180025095e-35 9.9121775747335067e-06 0.95209409064830763 decision_type=2 2 2 10 2 10 2 2 2 10 8 2 2 2 2 2 8 2 2 2 10 2 2 2 2 2 2 2 2 2 left_child=2 3 6 11 10 27 28 13 9 17 12 14 -4 19 -2 -7 -10 23 -13 -5 -8 25 -17 -3 -15 -14 -9 -6 -1 -11 right_child=1 8 4 7 5 15 20 26 16 29 -12 18 21 24 -16 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010806014451733926 0.0016072049424251057 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707.35025951266289 168.03397718071938 235.97420486807823 3164.8502235338092 251.61706285178661 206.03667648881674 128.72334015369415 777.24521118402481 472.90792208909988 854.66236807405949 144.61649484932423 6306.9019463285804 203.1295685172081 leaf_count=419718 2312 1185 3446 1265 3948 2225 10713 1743 26603 7569 6187 1690 10769 2564 2050 7255 85552 3063 731 1038 36097 2155 1293 569 3860 4262 3645 980 79182 843 internal_value=0 0.0138695 -0.009687 0.00672555 -0.00305205 -0.00035473 -0.0104854 0.00873084 0.014946 0.0130135 -0.00510736 0.0018412 -0.00400444 0.00681512 -0.00059774 0.0014654 0.0151901 0.0102764 0.00530987 0.00939994 -0.0085492 -0.00475716 0.000446638 0.0078828 0.00571859 -0.00525581 0.0113342 -0.0049025 -0.0106989 0.0144835 internal_weight=0 32613.4 46931 4271.16 5040.71 2179.89 41890.3 3028 28342.2 3177.7 2860.82 1243.16 2220.43 1744.38 729.925 1556.82 25164.5 1110.3 513.235 519.582 4159.87 1787.98 1170.45 402.954 1224.8 1536.37 1283.62 623.076 37730.4 2067.4 internal_count=734512 146282 588230 20898 42520 15701 545710 14115 125384 13229 26819 6783 20632 8727 4362 10773 112155 4817 2421 2303 46810 17186 8548 1754 6424 15031 5388 4928 498900 8412 is_linear=0 shrinkage=0.01 Tree=99 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 1 1 2 6 0 1 10 10 1 0 10 0 2 1 10 1 0 2 10 1 10 10 1 2 1 split_gain=43602.1 5847.87 2843.74 1914.08 1310.54 2807.6 1667.6 1046.29 588.382 573.378 556.106 400.469 398.267 534.956 390.482 379.147 374.141 371.562 353.5 321.728 365.367 281.145 271.251 268.454 226.802 247.341 210.893 297.798 198.406 191.05 threshold=3.3550000000000004 -32.499999999999993 30.500000000000004 1.635 6.0550000000000006 -71.499999999999986 -45.499999999999993 0.010811126694717151 1.5000000000000002 1.0000000180025095e-35 -37.499999999999993 4.495000000000001 2.3250000000000006 -32.499999999999993 1.0000000180025095e-35 4.3950000000000005 1.0000000180025095e-35 0.98728813559322048 -1.4999999999999998 4.2350000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 0.050179856115107911 6.9850000000000012 -60.499999999999993 6.2550000000000008 4.3550000000000013 -361.49999999999994 0.025978407557354904 -265.49999999999994 decision_type=10 8 2 10 10 8 10 2 2 2 8 10 10 10 2 10 2 2 8 10 8 2 2 10 8 10 10 10 2 10 left_child=1 3 4 16 7 8 23 10 29 17 21 18 -3 -14 -5 -12 22 26 -11 20 -4 -2 -1 24 -7 -26 27 -9 -21 -6 right_child=2 12 19 14 5 6 -8 9 -10 11 15 -13 13 -15 -16 -17 -18 -19 -20 28 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.012352787486201033 0.0053420178971109048 0.014024040916670479 -0.0077006454424671071 -0.0034562015725655049 0.008618132524836012 0.01095384328914123 -0.0085165913983086799 0.00036167753692153818 -0.0080717710548824286 -0.0027647865181039378 0.0032255867985697966 -0.0045282183955851528 0.011601419119951507 -0.0024414755473608509 0.0029775430275907557 -0.0072410563039556185 0.011670145360880107 0.001664102787311625 0.0081603035295131077 -0.0038166712815126593 0.0022617469418038634 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183.948 148.926 140.291 139.917 138.66 137.117 164.293 133.034 132.92 109.339 78.3873 77.0013 139.065 66.1406 61.8628 89.8737 98.8586 58.1586 51.6855 47.1623 45.0031 43.449 42.9244 40.9577 threshold=0.089183576405048315 0.0012464885949156502 0.85901859402656566 0.013544866815209352 1.0000000180025095e-35 2.3750000000000004 5.6250000000000009 0.00013046689127800003 1.0000000180025095e-35 1.0000000180025095e-35 5.8550000000000013 1.0000000180025095e-35 3.9350000000000005 0.99641901254653942 0.36455024778842932 1.0000000180025095e-35 2.8350000000000004 1.0000000180025095e-35 3.2350000000000008 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.9650000000000003 3.1750000000000003 1.5000000000000002 5.0450000000000008 1.5000000000000002 5.5250000000000012 1.0000000180025095e-35 decision_type=2 2 2 2 2 10 8 2 2 2 8 2 10 2 2 2 10 2 10 2 2 2 2 10 10 10 10 10 8 2 left_child=1 7 4 10 5 -2 9 -1 11 16 19 12 -7 17 -6 -14 -5 18 -4 -3 21 22 23 -20 -15 -16 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167.79001017659903 740.71578527987003 556.25707790255547 28.427301801741123 511.12778197228909 18739.028029203415 1085.4788521081209 24.523731306195259 514.89378587156534 1837.6088010370731 89.363690778613091 1661.130681835115 85.108092054724693 86.543092027306557 38.730848968029022 223.45096515119076 6216.5468987673521 401.7918506860733 74.063630253076553 317.81662820279598 785.18156696856022 62.353047892451286 leaf_count=498900 1660 8707 3518 467 6079 1825 2732 35857 832 4980 4402 149 3549 85712 4533 116 4499 7489 366 16285 345 352 156 1003 26443 1775 380 2544 8378 479 internal_value=0 -0.00965769 0.0137405 -0.00318463 0.0066581 0.00338849 -0.000333517 -0.0104869 -6.30743e-05 -0.00181545 -0.00519408 -0.00145903 -0.00268652 0.0148163 0.00860088 -0.0062549 -0.00539891 0.0128866 0.0110563 -0.00618814 0.00703849 0.00552289 0.00327559 0.00140963 0.0150614 0.0105951 0.00951001 0.000446007 -0.00862129 -0.00675732 internal_weight=0 46328 32397.6 5260.66 4272 1592.28 2174.86 41067.3 1186.16 1726.55 3085.8 1018.37 915.879 28125.6 2679.72 535.652 668.022 3170.03 1332.42 2529.55 523.197 438.089 351.546 312.815 24955.6 1487.27 102.491 1058.53 3875.19 577.247 internal_count=734512 588230 146282 45095 20898 8511 15701 543135 6851 12969 29394 6019 5490 125384 12387 3665 5445 13229 5740 24992 2222 1877 1525 1369 112155 6308 529 7524 44235 4978 is_linear=0 shrinkage=0.01 Tree=101 num_leaves=31 num_cat=0 split_feature=1 3 3 3 3 3 4 4 1 1 3 3 3 3 1 3 3 3 1 1 1 3 3 1 1 1 1 3 3 3 split_gain=20006.3 4017.55 1408.08 1116.91 652.928 1010.22 564.832 522.86 452.911 460.842 1076.58 1060.56 375.742 293.013 226.719 210.145 207.648 171.09 161.623 362.764 153.406 143.224 138.107 140.662 175.451 133.374 137.736 132.268 130.13 350.945 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.98726062966569306 0.51271277741865984 0.49441323345817728 0.25018968133535663 20.500000000000004 24.500000000000004 -71.499999999999986 -8.4999999999999982 0.90844616376531284 0.90943267259056748 0.66774891774891787 0.29429808733309276 -90.499999999999986 0.99938118811881205 0.32583417593528818 0.66536458333333337 -41.499999999999993 -65.499999999999986 -189.49999999999997 0.33489096573208726 0.87439320388349528 -32.499999999999993 -31.499999999999996 -59.499999999999993 -64.499999999999986 0.8238526179702651 0.50117370892018787 0.49441323345817728 decision_type=8 2 2 2 2 2 8 8 10 10 2 2 2 2 10 2 2 2 8 10 10 2 2 10 10 10 10 2 2 2 left_child=1 6 8 4 5 -2 18 -4 13 10 12 -12 17 -3 20 27 -7 28 19 -1 -8 -18 23 -14 -25 26 -21 -5 29 -10 right_child=3 2 7 15 -6 16 14 -9 9 -11 11 -13 22 -15 -16 -17 21 -19 -20 25 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0052731539756196997 0.0090585861535147656 -0.0027621580065693286 -0.005545300550160167 0.0040592893796191397 0.011264901208227521 -0.0027925749995141103 0.0036414824695994337 0.0042405636236663791 -0.0043815998189282801 -0.010235668771138356 0.013346080869431802 -0.0076285406273478235 -0.007735791422185328 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47390 20496 8493 65028 27323 5176 6156 15736 42413 17268 3466 4683 54815 254676 29530 7876 5508 6811 3242 1505 6241 21530 3728 958 3825 948 1276 8701 37752 13093 internal_value=0 -0.00383439 -0.0050458 0.00669059 0.00826142 0.00701269 0.00280537 0.00172786 -0.00553792 -0.00429127 -0.00382838 0.00592672 -0.00453863 -0.00646047 0.00425969 0.00417715 0.0029971 -0.0033467 -0.00223411 -0.000917872 0.000845487 0.00386124 -0.00671513 -0.00717114 -0.00193544 0.00480082 0.00713269 0.00365648 -0.00375147 -0.00278384 internal_weight=0 49947.9 42241.1 28289.1 17409 12296.6 7706.79 2861.02 39380.1 16748.2 15538.2 1054.53 14483.7 22631.9 5980.82 10880.1 4150.37 9358.58 1725.97 1456.5 1467.67 3611.36 5125.12 4757.95 463.177 629.689 501.057 9540.94 8588.84 5308.37 internal_count=734512 545980 488213 188532 106927 79604 57767 24229 463984 188812 171544 8149 163395 275172 41927 81605 32214 100069 15840 12598 12397 27038 63326 59598 4783 3729 2781 73729 93258 55506 is_linear=0 shrinkage=0.01 Tree=102 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 11 11 1 1 11 5 6 5 2 1 4 5 6 6 6 6 2 1 11 6 11 6 11 split_gain=102408 2485.45 2448.67 417.656 296.744 180.987 150.111 145.444 134.494 125.268 120.348 101.434 59.4779 58.8479 65.6278 48.5696 45.3717 43.2444 40.8737 36.455 36.0469 34.5883 34.2226 33.4364 30.4998 30.4346 29.3494 27.6928 27.2998 26.1692 threshold=0.089183576405048315 0.0012464885949156502 0.85901859402656566 -380.49999999999994 0.013544866815209352 -364.49999999999994 0.00013046689127800003 0.49114476144313818 0.99188911914825451 -3.4999999999999996 -4.4999999999999991 0.49114476144313818 1.5000000000000002 105.50000000000001 2.5000000000000004 0.050179856115107911 -65.499999999999986 20.500000000000004 1.5000000000000002 3.5000000000000004 3.5000000000000004 450.50000000000006 3.5000000000000004 0.49882629107981225 -351.49999999999994 0.0048335506580769504 3.5000000000000004 0.031991988420486402 854.00000000000011 0.1800593510270119 decision_type=2 2 2 10 2 10 2 2 2 8 8 2 10 2 10 2 8 10 10 2 2 2 2 2 10 2 2 2 2 2 left_child=1 6 3 11 10 26 -1 13 9 21 15 20 27 14 17 -3 28 -5 -9 -13 23 -4 -11 -2 -8 -17 -6 -7 -10 -19 right_child=2 4 8 7 5 12 24 18 16 22 -12 19 -14 -15 -16 25 -18 29 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01066667408485651 -0.0017037592951794282 -0.001182085856369314 0.014184819333833115 0.0032460111843497326 -0.0030623365870387454 0.000999839789354112 -0.010173358892517385 0.012185033857655457 0.016076949652434037 0.010462931158234601 -0.0088450051578096607 0.0068153825269695861 -0.0015935367837415346 0.00086268317985296135 0.00077123594198282399 -0.0057787561616563388 0.014768042302667008 0.0066272457511389838 0.0081036310050381592 0.00093794389047406189 -0.0036628898930963368 -0.0017925983420254471 0.0057077275604766791 0.0036489604870817696 -0.0080881025790412973 -0.003186528015026612 -0.0074787505069292158 0.004175722074040782 -0.00581812945718205 0.0096187118611343134 leaf_weight=36746.271240748465 233.71189656108618 462.26333834975958 1694.7515149265528 174.50018200278282 363.4207620844245 501.47390565276146 923.3189128562808 955.1223579198122 3214.9090355932713 624.3183231651783 686.1582939401269 363.370739787817 443.8293624073267 156.91890297085047 141.11224870383739 1190.3604672551155 22194.90105111897 454.08077211678028 330.20076820254326 148.72397238016129 262.49213757365942 13.658470183610914 199.77744768559933 233.08915448188782 2918.5944089964032 731.09269081056118 256.8005682528019 606.77409636974335 5.7047414928674689 821.44056808948517 leaf_count=498900 1359 3739 6892 890 2634 3626 10109 3961 13576 2724 6728 1633 3426 942 785 12270 101231 2349 1427 788 1826 58 880 1177 34126 6657 2294 3721 23 3761 internal_value=0 -0.00963312 0.0136319 0.00658329 -0.00315319 -0.000324821 -0.01047 0.0085829 0.01471 0.0125124 -0.00515459 0.00169719 0.00149983 0.00670525 0.00728145 -0.0040923 0.014929 0.00791501 0.0111365 0.00510844 -0.000698122 0.0140571 0.00931017 0.00096903 -0.00858925 -0.00479244 -0.00489094 0.00273866 0.0160382 0.00855376 internal_weight=0 45830.4 32222.8 4274.76 5242.17 2172.3 40588.2 3033.38 27948 2532.51 3069.87 1241.39 1552.08 1748.05 1591.13 2383.72 25415.5 1450.02 1285.32 512.095 729.293 1708.41 824.096 466.801 3841.91 1921.45 620.221 1108.25 3220.61 1275.52 internal_count=734512 588230 146282 20898 45095 15701 543135 14115 125384 10554 29394 6783 10773 8727 7785 22666 114830 7000 5388 2421 4362 6950 3604 2536 44235 18927 4928 7347 13599 6110 is_linear=0 shrinkage=0.01 Tree=103 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 1 11 11 11 5 6 6 5 6 1 6 6 5 11 6 1 1 6 11 6 1 1 5 split_gain=100928 2917.45 2052.09 405.198 230.193 220.763 216.124 161.805 151.284 124.335 78.9382 55.3277 51.3393 50.1592 49.3302 47.6078 42.7725 41.5321 41.2838 38.2454 34.5029 31.687 30.5038 27.7601 26.883 26.4147 29.3708 27.4283 188.657 26.2802 threshold=0.063380397856235463 0.76014459133148204 0.0012464885949156502 -380.49999999999994 0.99188911914825451 -390.49999999999994 0.007890905253589103 -3.4999999999999996 0.00013046689127800003 0.254873737692833 0.49114476144313818 1.5000000000000002 101.50000000000001 450.50000000000006 2.5000000000000004 3.5000000000000004 -65.499999999999986 99.500000000000014 3.5000000000000004 2.5000000000000004 0.013544866815209352 143.50000000000003 -351.49999999999994 -306.49999999999994 854.00000000000011 0.99981766939163219 7.5000000000000009 -56.499999999999993 -57.499999999999993 1.5000000000000002 decision_type=2 2 2 10 2 10 2 8 2 2 2 10 2 2 10 2 8 2 2 10 2 2 10 10 2 2 2 10 10 10 left_child=2 3 8 10 7 20 29 13 -1 11 18 21 19 -3 17 -9 24 -8 -2 -11 -4 -5 -10 -21 -6 27 -27 28 -18 -7 right_child=1 4 5 9 16 6 14 15 22 12 -12 -13 -14 -15 -16 -17 25 -19 -20 23 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010655277025984811 0.00059358558012541959 0.013666055208008976 -0.0087897768486923742 0.006845944521986458 0.015967937142935488 -0.0038921443705150615 0.0014211273895326055 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5.7041637003421775 16418.966427698731 3446.4416175186634 464.56649623811245 22.978838384151459 593.60098730772734 leaf_count=498900 3007 8682 6744 4547 13576 12518 9664 3257 10109 5868 1639 1978 679 80 1695 1123 7751 1735 2217 89 3908 365 34126 556 23 76377 15083 1924 96 6196 internal_value=0 0.0133998 -0.00971792 0.0054852 0.0145336 -0.00355412 -0.00234613 0.0119815 -0.0104568 0.00750486 0.000560402 0.00514635 0.00932962 0.0135242 0.000179939 0.00864485 0.0148508 0.000786134 -0.0010777 0.00985736 -0.00734319 0.006381 -0.00856236 0.00482929 0.0159293 0.014694 0.0148096 0.0136592 0.013087 -0.00468555 internal_weight=0 32511.7 45058.1 4073.81 28437.9 4823.15 3657.2 3143.44 40234.9 2889.02 1184.79 1260.2 1628.82 2149.57 1758.45 993.87 25294.5 1554.79 844.617 1496.58 1165.95 935.421 3815.57 137.39 3210.24 22084.2 19865.4 2218.83 1754.26 1898.75 internal_count=734512 148917 585595 20945 127972 42460 31808 13142 543135 14082 6863 6890 7192 8762 13094 4380 114830 11399 5224 6513 10652 4912 44235 645 13599 101231 91460 9771 7847 18714 is_linear=0 shrinkage=0.01 Tree=104 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 1 1 2 6 0 1 10 1 10 0 10 2 0 1 10 1 0 10 2 1 10 10 1 2 10 split_gain=40859.7 5456.44 2736.11 1789.78 1234.07 2614.46 1542.74 986.477 564.68 545.279 534.462 391.053 497.493 374.744 366.124 358.887 352.378 349.838 322.19 314.217 344.363 265.102 256.713 250.82 215.796 239.837 202.451 275.451 198.255 181.885 threshold=3.3550000000000004 -32.499999999999993 30.500000000000004 1.635 6.0550000000000006 -71.499999999999986 -45.499999999999993 0.010811126694717151 1.5000000000000002 1.0000000180025095e-35 -37.499999999999993 2.3250000000000006 -32.499999999999993 4.495000000000001 1.0000000180025095e-35 4.3950000000000005 0.98728813559322048 1.0000000180025095e-35 -1.4999999999999998 4.2350000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 6.9850000000000012 0.050179856115107911 -60.499999999999993 6.2550000000000008 4.3550000000000013 -361.49999999999994 0.025978407557354904 8.8300000000000018 decision_type=10 8 2 10 10 8 10 2 2 2 8 10 10 10 2 10 2 2 8 10 8 2 10 2 8 10 10 10 2 10 left_child=1 3 4 17 7 8 22 10 29 16 21 -3 -13 18 -5 -12 26 23 -11 20 -4 -2 24 -1 -7 -26 27 -9 -21 -6 right_child=2 11 19 14 5 6 -8 9 -10 13 15 12 -14 -15 -16 -17 -18 -19 -20 28 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.01203645536580164 0.0051979802803738522 0.013726375642513782 -0.0075875007824400143 -0.0033604072882536325 0.0024179542602328842 0.010641960495853239 -0.0084130929788920356 0.00028519470089766674 -0.0079629125258072475 -0.0026566207517254021 0.0030673812949626074 0.01128498992460321 -0.0023715981034300115 -0.0044379088201146706 0.0029139543680875889 -0.0071838983376240331 0.0015968764566316527 0.011391554170133475 0.0078603570322944658 -0.0036767181044897374 0.0021730817620088526 -0.00082942842359830173 0.0122052426298053 0.0038717763569314991 -0.01138160795168534 0.0054956255872789924 -0.0071410242163027675 -0.006476476674348355 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28.4164 26.5026 51.4368 threshold=0.063380397856235463 0.76014459133148204 0.0012464885949156502 -380.49999999999994 3.0450000000000004 5.6250000000000009 0.99188911914825451 -380.49999999999994 0.010294413659721552 -3.4999999999999996 3.6950000000000007 0.00013046689127800003 0.254873737692833 2.1050000000000004 3.1250000000000004 0.0061350197065621007 3.9650000000000003 5.5250000000000012 -65.499999999999986 2.3750000000000004 9.0500000000000025 -353.49999999999994 5.7950000000000008 -390.49999999999994 6.1150000000000011 -59.499999999999993 -53.499999999999993 5.6650000000000009 0.99981766939163219 3.2050000000000005 decision_type=2 2 2 10 10 8 2 10 2 8 10 2 2 10 10 2 10 8 8 10 8 10 10 10 10 10 10 10 2 10 left_child=2 3 11 4 13 7 9 14 -9 24 19 -1 -5 -2 -4 -7 -6 -13 -8 -11 23 -22 -18 -17 -3 -26 -27 -12 -20 -30 right_child=1 6 5 12 16 15 18 8 -10 10 27 17 -14 -15 -16 20 22 -19 28 -21 21 -23 -24 -25 25 26 -28 -29 29 -31 leaf_value=-0.010638309359994247 0.013910526691941632 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internal_count=734512 148917 585595 20945 6863 42460 127972 34862 24925 13142 4380 543135 14082 2052 9937 7598 4811 44235 114830 3195 3680 1582 3737 2098 8762 1595 264 1185 101231 91460 is_linear=0 shrinkage=0.01 Tree=106 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 10 1 11 11 11 11 1 10 10 10 11 10 5 10 5 6 10 10 6 6 5 6 4 11 1 split_gain=97293.6 2859.52 2054.06 439.755 901.83 240.239 195.077 172.977 164.648 153.665 141.418 124.366 353.656 110.544 104.782 82.5778 76.5539 62.1582 56.1988 51.8503 48.8443 43.7227 43.6273 42.821 41.1835 40.8884 39.7396 37.2468 34.6397 74.2164 threshold=0.063380397856235463 0.85901859402656566 0.0012464885949156502 -380.49999999999994 3.0450000000000004 5.6250000000000009 -380.49999999999994 0.36455024778842932 0.010294413659721552 0.00013046689127800003 0.99641901254653942 -364.49999999999994 3.9650000000000003 2.1050000000000004 3.1250000000000004 0.0061350197065621007 3.9650000000000003 1.5000000000000002 5.7750000000000012 1.5000000000000002 32.500000000000007 3.1750000000000003 5.5250000000000012 133.50000000000003 3.5000000000000004 1.5000000000000002 398.50000000000006 23.500000000000004 0.99981766939163219 -380.49999999999994 decision_type=2 2 2 10 10 8 10 2 2 2 2 10 10 10 10 2 10 10 10 10 2 10 8 2 2 10 2 8 2 10 left_child=2 3 9 4 13 6 14 17 24 -1 11 12 -3 -2 -4 -7 -6 23 -14 -9 25 -12 -11 -5 -8 27 -13 -10 29 -23 right_child=1 10 5 7 16 15 8 19 20 22 21 26 18 -15 -16 -17 -18 -19 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010627131481216827 0.013792936478196563 0.012676814935361965 -0.0016053557810428484 0.0072568590050954233 -0.00096702928457252397 -0.0023210857042448136 -0.0036884676589282218 0.011221611572428455 -0.0045403224798479108 -0.0090446056583641365 0.014442722776057734 0.014026217889426573 -0.003350683182062642 0.0047747119790712582 -0.0098054202025394527 0.0034477347745298921 -0.0079737093981063229 0.0023234757806276656 0.010048747803030958 0.0071904021196570883 -0.0040992464512084534 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80.8498 72.16 136.103 70.6478 144.308 69.7641 57.248 56.829 66.5421 53.5736 52.5547 47.109 45.6672 49.6588 44.8972 43.6474 40.6813 39.4031 threshold=0.063380397856235463 0.85901859402656566 0.0012464885949156502 0.49114476144313818 5.6250000000000009 7.705000000000001 1.0000000180025095e-35 0.00013046689127800003 0.010294413659721552 0.99641901254653942 2.9250000000000003 1.0000000180025095e-35 0.0061350197065621007 1.0000000180025095e-35 3.2350000000000008 1.0000000180025095e-35 2.5250000000000004 2.8350000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 105.50000000000001 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.5250000000000012 3.1750000000000003 5.0450000000000008 decision_type=2 2 2 2 8 8 2 2 2 2 10 2 2 2 10 2 10 10 10 2 2 2 2 2 2 2 2 8 10 10 left_child=2 3 7 5 8 6 10 -1 22 13 -2 17 -6 14 -3 16 -5 -10 21 20 -16 -8 -4 -18 25 -12 -7 -9 -11 -27 right_child=1 9 4 15 12 26 18 27 11 28 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1800.48 656.523 627.708 1562.34 523.709 436.869 1404.94 2121.07 433.853 756.27 741.553 395.65 3726.02 24203.7 64.7377 internal_count=734512 148917 585595 23533 42460 15724 14023 543135 34862 125384 5958 12999 7598 13229 5740 7809 3053 5357 8065 2222 1870 7111 21863 2129 5182 5104 1701 44235 112155 386 is_linear=0 shrinkage=0.01 Tree=108 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 10 1 11 11 11 11 10 1 10 10 11 5 10 5 6 10 6 10 6 5 6 10 11 1 10 split_gain=94543.7 2842.53 2054.49 420.68 874.844 233.316 192.816 167.159 160.611 156.003 148.727 143.815 118.505 347.068 104.383 79.1595 59.9617 54.7075 50.9257 48.0246 43.6661 41.0862 41.0521 40.9642 40.1652 39.1627 37.7794 35.8206 73.5368 33.1631 threshold=0.063380397856235463 0.85901859402656566 0.0012464885949156502 -380.49999999999994 3.2350000000000008 5.6250000000000009 -380.49999999999994 0.36455024778842932 0.010294413659721552 0.00013046689127800003 0.99641901254653942 2.1050000000000004 -364.49999999999994 3.9650000000000003 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3680 2468 154 1889 2295 8378 8787 3953 499 1908 90 865 21077 4501 53 internal_value=0 0.0130382 -0.00963487 0.00585443 0.00113505 -0.00343514 -0.00458015 0.00775208 -0.00318328 -0.0103983 0.0142781 0.00949628 0.0122294 0.00955505 -0.00825621 0.000846519 0.00550683 -0.0012479 0.00997434 -0.000341245 -0.00844585 -0.00526018 -0.00663202 0.0066126 0.000781961 0.0136428 0.0145449 0.0152272 0.0137379 -0.00792525 internal_weight=0 31912 43407.7 4697.31 1347.11 4759.12 3754.97 3350.2 2721.01 38648.6 27214.7 648.742 3135.14 1084.02 1033.95 1004.15 1666.48 233.369 1683.72 1148.88 3700.55 1572.14 698.369 1243.8 882.525 2051.12 24079.5 6069.61 1275.57 543.685 internal_count=734512 148917 585595 23533 7645 42460 34862 15888 24925 543135 125384 2743 13229 4817 9937 7598 8759 1040 7129 8699 44235 16226 4902 6291 6404 8412 112155 26443 5366 4006 is_linear=0 shrinkage=0.01 Tree=109 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 10 1 11 11 11 11 10 1 10 10 11 11 10 10 10 10 1 1 10 11 1 10 1 10 1 split_gain=93204.4 2833.9 2054.57 409.738 858.943 229.931 191.321 164.428 158.496 157.179 152.27 141.573 115.209 342.522 103.929 77.5062 47.3484 46.5229 43.6833 40.6979 37.5393 102.856 178.416 35.0819 36.1544 72.6229 32.8608 44.2736 32.6068 30.4369 threshold=0.063380397856235463 0.85901859402656566 0.0012464885949156502 -380.49999999999994 3.2350000000000008 5.6250000000000009 -380.49999999999994 0.49114476144313818 0.010294413659721552 0.00013046689127800003 0.99641901254653942 2.1050000000000004 -364.49999999999994 3.6950000000000007 3.1250000000000004 0.0061350197065621007 0.1800593510270119 5.7750000000000012 5.5250000000000012 3.9650000000000003 6.1150000000000011 -59.499999999999993 -53.499999999999993 3.1750000000000003 0.99981766939163219 -380.49999999999994 9.0500000000000025 -353.49999999999994 6.5450000000000008 -390.49999999999994 decision_type=2 2 2 10 10 8 10 2 2 2 2 10 10 10 10 2 2 10 8 10 10 10 10 10 2 10 8 10 10 10 left_child=2 3 9 4 11 6 14 16 -8 -1 12 -2 13 -3 -4 -7 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1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 0.96992311171415657 0.94754041967664271 3.5000000000000004 51.500000000000007 0.51835016835016845 0.25018968133535663 0.1800593510270119 15.500000000000002 1.0000000180025095e-35 313.50000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.023589946329593603 1.0000000180025095e-35 9.2114014478283951e-06 0.94469928644240586 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 5 12 11 27 9 18 20 15 17 -4 25 16 -5 19 -2 -6 -7 -3 -19 -12 -9 -8 -10 -13 -1 29 -14 right_child=1 7 4 10 8 14 24 23 13 -11 22 26 28 -15 -16 -17 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010704746039076061 0.0041736553878900951 0.011067781109527296 -0.0078707551221306998 0.0080124129462616558 -0.00025940419184822462 0.0040300453420683393 -0.0096622840947330271 0.014200798853771181 -0.001507104257636747 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374.99136219918728 5964.8773983679712 146.8284200578928 311.57056586444378 leaf_count=417004 2328 4819 7493 2015 1296 3307 13252 82960 6126 7489 4673 143 12465 953 1029 1038 1426 1393 5665 3394 921 31 83 29195 30983 4390 2673 81896 1318 2754 internal_value=0 0.0128833 -0.00959838 0.00573094 -0.00338561 0.00383675 -0.0103727 0.0141314 -0.00134017 0.0120311 0.00877962 0.00053181 -0.00544257 0.000288584 0.0057971 0.00628762 0.00520636 0.00239972 -0.00442795 0.00588778 0.0103079 -0.00106276 0.0102014 0.0144067 -0.00839244 -0.000288394 -0.00261123 -0.0105833 -0.00440244 -0.00477426 internal_weight=0 31654.4 42709.4 4702.93 4732.97 2900.68 37976.4 26951.5 2373.14 3123.46 1802.24 1079.97 2359.84 1553.62 1820.72 654.702 1592.24 677.393 819.512 1355.32 1304.48 229.48 1147.54 23828 3650.25 1395.7 402.575 34326.2 1652.13 1505.31 internal_count=734512 148917 585595 23533 42460 15724 543135 125384 18430 13229 7809 6568 24030 11469 9156 3053 8127 3752 6961 6701 5740 1424 4756 112155 44235 10516 2816 498900 16537 15219 is_linear=0 shrinkage=0.01 Tree=111 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 10 1 11 11 11 11 10 1 10 10 11 5 5 10 10 10 10 1 1 5 10 4 2 10 11 split_gain=90585 2820.09 2055.04 392.752 841.108 226.531 188.881 160.059 159.57 158.503 154.551 139.178 110.362 339.967 103.996 74.9629 58.2941 50.2538 45.537 44.0252 40.2335 36.8725 101.313 174.837 32.7977 32.3513 31.6594 37.2334 30.3906 37.0129 threshold=0.063380397856235463 0.85901859402656566 0.0012464885949156502 -380.49999999999994 3.2350000000000008 5.6250000000000009 -380.49999999999994 0.99641901254653942 0.00013046689127800003 0.36455024778842932 0.010294413659721552 2.1050000000000004 -364.49999999999994 3.6950000000000007 3.1250000000000004 0.0061350197065621007 1.5000000000000002 1.5000000000000002 5.7750000000000012 5.5250000000000012 3.9650000000000003 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 5.7250000000000005 20.500000000000004 0.010811126694717151 3.1550000000000007 0.99981766939163219 decision_type=2 2 2 10 10 8 10 2 2 2 2 10 10 10 10 2 10 10 10 8 10 10 10 10 10 10 8 2 10 2 left_child=2 3 8 4 11 6 14 12 -1 16 -8 -2 13 -3 -4 -7 -5 -11 -15 -10 -6 -14 -23 -24 -17 -22 -12 -28 -9 -30 right_child=1 7 5 9 20 15 10 28 19 17 26 -13 21 18 -16 24 -18 -19 -20 -21 25 22 23 -25 -26 -27 27 -29 29 -31 leaf_value=-0.010572503511639866 0.013296322955432467 0.012495851359166033 -0.0014792845855135398 0.0063989656507189878 -0.0020691344580637274 -0.0022035730899202894 -0.0051715648935197027 0.014127350429285654 -0.0089256545464107256 0.010662386556930546 -0.0052245023043223753 0.0039302720124701753 0.01398537545714031 -0.0023989984460805413 -0.009701914929554566 0.004314498039167408 0.0021136066578674919 0.006709725863604037 0.0095365052870374188 -0.006197368448482502 -0.0084723786496799444 0.013014875457415236 -0.023338139637735737 0.00970301783821635 -0.002496944814109101 0.0019376980461598492 0.0037798435267325983 -0.00078857973245771837 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threshold=0.063380397856235463 0.85901859402656566 0.0012464885949156502 -380.49999999999994 3.2350000000000008 5.6250000000000009 -380.49999999999994 0.99641901254653942 0.00013046689127800003 0.49114476144313818 0.010294413659721552 2.1050000000000004 -364.49999999999994 3.9650000000000003 3.1250000000000004 0.0061350197065621007 1.5000000000000002 5.7750000000000012 5.5250000000000012 3.9650000000000003 1.5000000000000002 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 5.7250000000000005 2.3750000000000004 25.500000000000004 7.705000000000001 2.5000000000000004 decision_type=2 2 2 10 10 8 10 2 2 2 2 10 10 10 10 2 10 10 8 10 10 10 10 10 10 10 10 10 10 10 left_child=2 3 8 4 11 6 14 12 -1 16 -8 -2 13 26 -4 -7 27 -15 -10 -6 -11 -14 -23 -24 -17 -21 -3 28 -5 -12 right_child=1 7 5 9 19 15 10 -9 18 20 29 -13 21 17 -16 24 -18 -19 -20 25 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010561813787363017 0.013183193742353425 0.013667375334449063 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740.59839858114719 503.89256320148706 334.78114019334316 347.23650287091732 22.245106384158134 57.568706974387169 82.924685031175613 31.758627980947495 297.93964403867722 1319.1577868908644 46.543941780924797 118.41863995790482 leaf_count=498900 1529 2500 1150 968 896 3918 16226 112155 35857 3961 7672 1214 6640 886 8787 3036 2930 154 8378 3793 1427 1445 91 236 644 213 1277 6368 234 1027 internal_value=0 0.0127316 -0.00956183 0.00560811 0.00108205 -0.00333608 -0.00446894 0.0139889 -0.0103473 0.00740283 -0.00309228 0.00919385 0.011834 0.00927212 -0.00814318 0.000849012 0.00569973 -0.001326 -0.0083389 -0.00653064 0.0101262 0.0131801 0.0105898 0.000517029 0.00326129 -0.00782103 0.0122244 0.00675915 0.00336755 -0.00033006 internal_weight=0 31395.7 42023.2 4710.21 1337.42 4707.93 3705.02 26685.5 37315.2 3372.79 2695.19 647.483 3112.34 1072.01 1009.83 1002.91 2075.11 233.565 3600.83 689.933 1297.68 2040.33 427.05 79.8138 558.698 535.651 838.446 1551.36 232.207 1147.61 internal_count=734512 148917 585595 23533 7645 42460 34862 125384 543135 15888 24925 2743 13229 4817 9937 7598 10500 1040 44235 4902 5388 8412 1772 327 3680 4006 3777 7570 1202 8699 is_linear=0 shrinkage=0.01 Tree=113 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 11 1 11 1 1 11 5 6 5 6 11 5 6 6 0 1 11 6 1 11 11 6 6 5 split_gain=88058 2469.44 2367.16 334.374 261.531 167.098 161.953 155.167 123.645 115.561 104.36 86.7441 53.6759 51.4854 58.5111 40.5902 39.871 39.616 39.0215 32.7458 32.0642 31.8369 29.5672 28.3683 26.2371 27.0588 24.9936 24.5254 22.3843 20.6933 threshold=0.089183576405048315 0.0012464885949156502 0.85901859402656566 -8.4999999999999982 0.013544866815209352 0.99641901254653942 0.00013046689127800003 -364.49999999999994 0.49114476144313818 -4.4999999999999991 -364.49999999999994 0.49114476144313818 1.5000000000000002 105.50000000000001 2.5000000000000004 3.5000000000000004 0.0048335506580769504 2.5000000000000004 398.50000000000006 3.5000000000000004 1.0000000180025095e-35 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154.553 153.081 196.456 152.012 140.598 153.487 136.503 129.832 127.696 126.944 473.565 123.119 190.526 125.405 threshold=-1.0000000180025095e-35 0.010811126694717151 1.0000000180025095e-35 0.98728813559322048 1.0000000180025095e-35 24.500000000000004 -9.4999999999999982 0.74443344878772899 0.091553836234687255 0.088365434669442952 0.66751700680272119 1.0000000180025095e-35 -69.499999999999986 1.0000000180025095e-35 0.47844667409884806 0.50151515151515158 0.77525510204081638 -71.499999999999986 0.32663164275611234 0.65858556175923211 -60.499999999999993 -61.499999999999993 0.12560679611650488 -72.499999999999986 1.0000000180025095e-35 0.75110619469026563 0.98728813559322048 0.23845060412224586 0.25092592592592594 0.49882629107981225 decision_type=8 2 2 2 2 8 8 2 2 2 2 2 10 2 2 2 2 10 2 2 10 10 2 10 2 2 2 2 2 2 left_child=1 5 3 8 7 -1 11 10 9 -3 13 -4 -11 -2 -15 -16 17 -10 22 -17 21 -20 -19 24 -7 -9 -27 -13 -29 -30 right_child=4 2 6 -5 -6 23 -8 25 16 12 -12 27 -14 14 15 19 -18 18 20 -21 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621.27641221135855 7385.4848944842815 2102.8352755233645 2292.7303160056472 1028.5408187247813 311.65778871998191 1651.4096185937524 734.56372756510973 4832.0690697878599 288.73640513420105 4007.0501216724515 2942.2200409322977 1469.1872461512685 542.59929988533258 761.96943408995867 323.16406486928463 947.31107868999243 2623.5530844628811 leaf_count=21049 9163 34544 4445 12406 54778 10475 6121 8012 227670 687 4850 4311 3441 64367 13427 19848 11689 3447 19487 4914 61395 2540 56983 20691 12765 5029 4144 1926 8881 21027 internal_value=0 -0.00363646 -0.00469592 -0.00561489 0.00628048 0.0017896 0.00137191 0.00452656 -0.00621211 -0.00335849 0.00375402 0.00233086 0.011031 0.00399834 0.00358717 0.00534935 -0.00651782 -0.00665992 -0.00575187 0.00327409 -0.00468905 -0.00241514 -0.00741849 0.00388657 0.00235709 0.00861662 0.00636402 0.00299633 0.00353279 0.00286736 internal_weight=0 46112.2 38579.5 33505.1 26368.8 7532.75 5074.37 17159 31638.1 3061.47 14432.9 4683.04 675.893 13983.9 12515.6 5130.13 28576.7 27548.1 11090.9 3027.29 6772.22 1940.15 4318.71 5771.53 2829.31 2726.15 1304.57 4283.97 3894.03 3570.86 internal_count=734512 545980 481000 434289 188532 64980 46711 133754 421883 38672 116569 40590 4128 111719 102556 38189 383211 371522 143852 24762 83422 22027 60430 43931 23240 17185 9173 36145 31834 29908 is_linear=0 shrinkage=0.01 Tree=115 num_leaves=31 num_cat=0 split_feature=1 6 6 3 3 3 0 4 3 3 0 0 3 4 4 6 3 1 6 6 6 1 1 1 1 3 1 3 1 3 split_gain=16201.4 5299.7 3502.57 1197.93 762.369 1000.1 1010.36 461.559 400.173 351.653 326.807 308.95 268.178 259.625 238.332 228.389 222.515 208.526 192.081 207.206 184.616 243.16 483.929 174.549 172.305 152.39 131.908 131.711 126.69 121.537 threshold=-1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 0.90844616376531284 0.22257107971393683 1.0000000180025095e-35 20.500000000000004 0.90943267259056748 0.51271277741865984 1.0000000180025095e-35 1.0000000180025095e-35 0.48850422832980972 24.500000000000004 20.500000000000004 1.5000000000000002 0.9740215924426453 -29.499999999999996 24.500000000000004 23.500000000000004 33.500000000000007 -66.499999999999986 -60.499999999999993 -31.499999999999996 -147.49999999999997 0.33489096573208726 -41.499999999999993 0.9934852728970377 -30.499999999999996 0.78598691384950936 decision_type=8 2 2 2 2 2 2 8 2 2 2 2 2 8 10 2 2 10 2 2 2 10 10 10 10 2 10 2 10 2 left_child=1 4 9 10 5 7 -7 26 -6 12 -3 16 15 -10 -8 25 20 -13 19 -4 21 -5 -23 -9 -18 -2 -1 -15 -25 -21 right_child=2 3 18 11 8 6 14 23 13 -11 -12 17 -14 27 -16 -17 24 -19 -20 29 -22 22 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=-0.0010097812729762819 0.0095145931954281181 0.0046881576233078733 0.0019589577007177511 -0.0075190647406395616 0.012375277340146689 -0.0042810458679332147 -0.0049106731292451397 0.0034393419555537735 -0.0040251593569431959 0.0064379346167487816 -0.0056079624727761257 -0.00038214995059270826 0.011527885807149143 -0.0032289591374421874 0.0035489089498689764 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35408 5071 10814 24076 1913 22136 5870 5746 4259 48184 355 198999 6664 26588 2535 7737 6819 2971 9450 1547 754 internal_value=0 -0.00361273 0.00622394 -0.00652085 0.000353053 -0.000423853 -0.00229665 0.00274579 0.00540057 0.00863958 0.00193798 -0.00705503 0.00951201 0.00318805 0.00251104 0.00849742 -0.00731973 -0.00237458 0.000719708 0.0026243 -0.00753868 -0.00642215 -0.00393828 0.00418815 -0.00301377 0.00900244 -0.0023682 0.00501633 0.00896406 0.0123816 internal_weight=0 45952.6 26342.5 26511.6 19441 16847.8 10590.4 6257.4 2593.19 18307.8 1574.77 24936.8 13112 1968.69 3094.12 8722.1 23602 1334.81 8034.73 3191.72 22460 8924.67 2733.92 4880.81 1142.04 7947.98 1376.59 1570.6 661.532 203.747 internal_count=734512 545980 188532 360905 185075 165603 116321 49282 19472 113738 13236 347669 78330 15955 26662 54254 332596 15073 74794 26610 319113 120114 33252 35689 13483 48384 13593 11363 4082 1109 is_linear=0 shrinkage=0.01 Tree=116 num_leaves=31 num_cat=0 split_feature=1 2 2 5 4 5 2 2 5 2 2 1 1 2 1 2 2 2 2 5 5 2 2 1 2 5 4 2 4 2 split_gain=15912.9 2570.65 2072.42 1334.67 1049.16 658.688 448.401 393.489 612.916 533.799 452.33 331.998 431.851 840.843 791.065 278.791 209.239 198.036 168.774 153.041 145.635 213.902 133.04 125.483 123.368 106.393 103.84 114.773 102.617 112.295 threshold=-1.0000000180025095e-35 0.010811126694717151 0.96811483739837412 2.5000000000000004 24.500000000000004 2.5000000000000004 1.0000000180025095e-35 0.49184758529020828 1.5000000000000002 0.50151515151515158 0.74443344878772899 -8.4999999999999982 -65.499999999999986 0.091553836234687255 -64.499999999999986 0.71068484464172488 0.022347066167290854 1.0000000180025095e-35 0.66751700680272119 5.5000000000000009 3.5000000000000004 0.35310102301790286 0.3322510822510823 -72.499999999999986 0.33463541666666669 8.5000000000000018 29.500000000000004 0.98728813559322048 19.500000000000004 0.49882629107981225 decision_type=8 2 2 10 8 10 2 2 10 2 2 10 10 2 10 2 2 2 2 8 10 2 2 10 2 10 8 2 8 2 left_child=1 4 5 7 -1 11 25 8 17 -9 18 12 15 14 -14 28 -10 -2 -11 -4 21 -8 -15 -6 -24 -5 27 -12 -3 -30 right_child=3 2 19 6 23 -7 20 9 16 10 26 -13 13 22 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0050276700985215908 0.0082545660708267399 -0.0073600928269694256 0.0032519694212219141 0.0031980263983260844 0.0023047554437260888 -0.0080379207213632526 0.0050281005964573269 0.010793709546588252 0.0063342764792154692 0.0046333783451477989 0.0023133361020627181 -0.010074735284141901 0.01308171383444548 -0.0054855994445592018 -0.0071633914679146591 -0.001286055870465302 -0.0018366873497549366 0.0054176106694455465 -0.0021257277113648659 0.010408578005309877 -0.0064880367919019745 -0.0062951005266503315 0.0014196683524096956 0.0052530125115036273 -0.0033137232689581793 0.013354081090478609 0.0097675119814503025 0.0088803010280601186 -0.0060260259483315391 -0.0040217312133125236 leaf_weight=1751.4051679186523 3920.8462146669626 3185.4012053348124 2093.1413784623146 237.0172717794776 2831.6408470347524 6845.2636800445616 347.98614042252302 4582.5843396112323 409.31149300932884 3039.3697772175074 456.04171697050333 1062.7236819192767 597.84008929878473 2800.0629869438708 285.02337965369225 1530.1884127520025 1337.4253028333187 6606.7599744945765 420.54234471917152 348.56970393657684 953.62084414809942 320.47082649543881 602.37280395999551 2945.0783289968967 6410.0761795826256 182.62745978683233 2856.1885328888893 639.1260153055191 8282.1722576469183 4219.4818460196257 leaf_count=21049 24169 45384 14985 1740 23240 99757 2759 26030 2666 22999 3759 17208 3263 35762 3946 16540 13625 49200 4197 1822 11765 3758 5657 20691 74987 932 16932 4001 109857 51832 internal_value=0 -0.0035894 -0.00464037 0.00616939 0.00175227 -0.00524799 -0.00159571 0.00682268 0.00556396 0.00811083 0.00645194 -0.00458889 -0.00438003 -0.00280187 0.00654579 -0.00536038 7.80083e-05 0.00647419 0.00381183 0.00427362 -0.00397935 -0.000400455 -0.00364291 0.00380783 -0.00290712 0.00761789 0.00876369 0.00614573 -0.00575781 -0.00534955 internal_weight=0 45790.4 38262.3 26309.9 7528.12 35820.6 2041.72 24268.2 12274.3 11993.9 7411.27 28975.3 27912.6 10695.4 882.863 17217.2 1746.74 10527.6 3459.91 2441.71 1622.08 668.457 9812.51 5776.72 7012.45 419.645 3951.36 1095.17 15687.1 12501.7 internal_count=734512 545980 481000 188532 64980 464193 20954 167578 89660 77918 51888 364436 347228 123615 7209 223613 16291 73369 27196 16807 18282 6517 116406 43931 80644 2672 24692 7760 207073 161689 is_linear=0 shrinkage=0.01 Tree=117 num_leaves=31 num_cat=0 split_feature=10 1 10 3 3 3 10 1 3 10 10 1 10 1 10 10 1 10 10 10 1 10 10 10 3 3 1 1 1 1 split_gain=34716.1 4565.15 1516.75 1463.83 671.166 1377.5 603.054 559.501 517.138 406.062 584.552 490.751 494.889 398.929 621.113 367.457 413.599 356.735 353.436 327.254 509.636 565.351 265.851 262.242 245.886 242.079 240.522 195.488 177.451 174.38 threshold=3.3550000000000004 -32.499999999999993 1.635 1.0000000180025095e-35 0.90844616376531284 0.90943267259056748 3.8450000000000002 -361.49999999999994 0.9740215924426453 6.1150000000000011 9.8950000000000014 -90.499999999999986 8.1200000000000028 -40.499999999999993 8.8850000000000016 2.3250000000000006 -32.499999999999993 4.3950000000000005 5.2350000000000012 4.995000000000001 -1.0000000180025095e-35 4.9850000000000012 6.4350000000000014 7.0450000000000008 0.74478940512375169 1.0000000180025095e-35 -143.49999999999997 -147.49999999999997 -293.49999999999994 -118.49999999999999 decision_type=10 8 10 2 2 2 10 10 2 10 10 10 10 8 10 10 10 10 10 10 8 10 10 10 2 2 10 10 10 10 left_child=1 2 -1 13 6 23 7 -5 -7 19 11 12 -11 14 18 -3 -17 -15 -2 20 -8 -22 -19 -6 -23 -4 -12 -10 -14 -20 right_child=3 15 25 4 5 8 9 -9 27 10 26 -13 28 17 -16 16 -18 22 29 -21 21 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.007429261329295671 -0.00082620658965028781 0.01305271421593256 0.0033401427891361388 0.0041884659819272068 -0.0076744304981220448 -0.0081900509827990096 -0.0073027731489337423 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235.3530917391181 3230.7108937650919 1519.2938646748662 1453.8077611327171 163.60126733779907 1212.8652938380837 leaf_count=23449 13900 61197 6309 6763 875 32338 101138 17039 13981 32525 682 9831 1011 3358 7013 29543 2363 15854 6038 238128 26144 565 425 3279 1066 31564 25476 13734 1883 7041 internal_value=0 0.0092277 0.00296755 -0.00524307 -0.00593044 -0.00269623 -0.00644852 -0.0015939 -0.00454012 -0.00680832 -0.00433584 -0.00224086 -0.00449264 -0.000613885 0.00122421 0.0120412 0.0100097 -0.00426288 0.00268 -0.00731926 -0.00589864 -0.0022978 -0.00662601 0.0108118 0.0111985 -0.00126231 -0.00940454 -0.00162855 0.00619495 0.00557246 internal_weight=0 25919.2 8036.88 46003.8 40056 5530.52 34525.5 2382.29 4866.26 32143.2 5504.86 3894.99 2777.31 5947.79 3955.37 17882.3 5944.06 1992.42 3485.02 26638.4 10079.7 2827.84 1518.73 664.26 279.678 4125.64 1609.87 2706.93 374.792 1909.65 internal_count=734512 154425 61322 580087 526458 64207 462251 23802 60053 438449 71408 45250 35419 53629 33992 93103 31906 19637 26979 367041 128913 27775 16279 4154 1631 37873 26158 27715 2894 13079 is_linear=0 shrinkage=0.01 Tree=118 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 10 1 11 11 11 11 1 10 10 10 11 10 10 6 6 6 6 4 6 10 1 10 10 10 4 split_gain=85020.8 2719.4 2056.74 403.858 786.506 219.168 197.031 163.548 160.47 148.927 148.236 116.214 353.967 100.667 99.266 70.7617 69.0983 44.725 44.6462 40.4981 40.0828 39.9538 37.17 36.4216 34.5016 32.435 47.3243 32.1053 31.6436 31.5476 threshold=0.063380397856235463 0.85901859402656566 0.0012464885949156502 -380.49999999999994 3.0450000000000004 5.6250000000000009 -380.49999999999994 0.00013046689127800003 0.99641901254653942 0.010294413659721552 0.36455024778842932 -8.4999999999999982 3.9650000000000003 2.1050000000000004 3.1250000000000004 0.0061350197065621007 3.9650000000000003 5.5250000000000012 32.500000000000007 450.50000000000006 133.50000000000003 3.5000000000000004 23.500000000000004 416.50000000000006 5.7950000000000008 -375.49999999999994 6.1150000000000011 2.3750000000000004 5.7250000000000005 27.500000000000004 decision_type=2 2 2 10 10 8 10 2 2 2 2 8 10 10 10 2 10 8 2 2 2 2 8 2 10 10 8 10 10 10 left_child=2 3 7 4 13 6 14 -1 11 21 20 19 27 -2 -4 -7 -6 -9 22 -3 29 -8 -11 -12 -14 -10 -27 -13 -18 -5 right_child=1 8 5 10 16 15 9 17 25 18 23 12 24 -15 -16 -17 28 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010526966116823569 0.012770655370145031 0.013122887935905863 -0.0016507644785492439 0.0026349153493280039 -0.0011573315503681104 -0.0020855744890033879 -0.0033668944369505335 -0.0088329528387299724 0.013810721967175968 -0.0048304123292088955 0.0095901108014663748 0.01335929721230909 -0.0039511281246594459 0.0041593905813123765 -0.0096636797438194311 0.0032813355716182721 -0.0084368400637167256 -0.0060473160847687394 -0.0038478256450590349 -0.0026160652702294897 -0.00030373663033370107 -0.0066116403967209714 0.0016121118165478409 -0.0050239044479693518 0.0092757890833405528 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0.0116245 0.00888295 0.00958368 -0.00814486 0.000912731 -0.00588772 -0.0082588 -0.000212139 0.0129969 0.00524471 -0.00499854 0.000867947 0.00944113 -0.00258784 0.0140518 0.0146358 0.0118777 -0.00782484 0.00567547 internal_weight=0 30829.8 40793.4 4703.55 1336.4 4657.75 3661.36 36135.6 26126.2 2654.95 3367.15 3088.79 1030.4 582.323 1006.41 996.392 754.074 3522.39 1136.95 2058.39 1677.07 1518 876.544 1690.08 213.321 23037.4 6731.18 817.078 534.992 1556.25 internal_count=734512 148917 585595 23533 7645 42460 34862 543135 125384 24925 15888 13229 4707 2451 9937 7598 5194 44235 8699 8522 8759 16226 6404 7129 955 112155 30983 3752 4006 7975 is_linear=0 shrinkage=0.01 Tree=119 num_leaves=31 num_cat=0 split_feature=1 2 0 2 0 5 1 5 2 1 1 2 47 1 1 2 2 5 2 2 5 2 5 2 5 2 2 5 1 2 split_gain=15160.2 2473.46 2068.47 1888.79 1431.03 1188.25 532.952 434.618 401.147 399.421 716.808 229.832 214.508 197.85 845.9 1086.46 229.048 191.823 182.773 151.705 150.732 147.259 331.511 232.822 225.67 158.701 256.564 126.931 117.624 115.605 threshold=-1.0000000180025095e-35 0.010811126694717151 1.0000000180025095e-35 0.98728813559322048 1.0000000180025095e-35 2.5000000000000004 -9.4999999999999982 2.5000000000000004 0.74443344878772899 -123.49999999999999 -189.49999999999997 0.66751700680272119 1.0000000180025095e-35 -65.499999999999986 -60.499999999999993 0.12560679611650488 0.77525510204081638 1.5000000000000002 0.32663164275611234 0.073574521833273163 5.5000000000000009 0.48581488933601619 1.5000000000000002 0.022347066167290854 1.5000000000000002 0.50151515151515158 0.64126753749395271 8.5000000000000018 -61.499999999999993 0.23845060412224586 decision_type=8 2 2 2 2 10 10 10 2 10 10 2 2 10 10 2 2 10 2 2 10 2 10 2 10 2 2 10 8 2 left_child=1 9 3 7 5 8 12 13 11 10 -1 21 -4 16 15 -15 -3 -6 -17 -16 -5 22 -2 -24 -23 -26 -27 -19 -20 -14 right_child=4 2 6 20 17 -7 -8 -9 -10 -11 -12 -13 29 14 19 18 -18 27 28 -21 -22 24 23 -25 25 26 -28 -29 -30 -31 leaf_value=0.0033306400379231366 0.0047938564135967376 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996.448 4246.49 internal_count=734512 545980 481000 434289 188532 133754 46711 421883 116208 64980 27203 99960 40590 326425 120500 22120 205925 54778 18104 98380 12406 96070 63213 13621 32857 12834 6358 7381 10783 36145 is_linear=0 shrinkage=0.01 Tree=120 num_leaves=31 num_cat=0 split_feature=11 11 11 47 10 10 11 11 28 47 11 18 10 11 10 11 47 10 28 18 28 10 10 13 2 10 2 10 10 47 split_gain=83455.1 2698.38 2056.7 250.106 491.553 216.528 164.837 161.844 146.737 143.559 136.132 128.232 134.756 126.281 82.6253 69.2418 68.7327 128.399 56.9704 81.4083 55.5761 44.9468 44.2579 40.2534 34.2867 33.6344 39.2925 30.5534 30.1154 28.9572 threshold=0.063380397856235463 0.85901859402656566 0.0012464885949156502 1.0000000180025095e-35 2.3750000000000004 5.6250000000000009 0.00013046689127800003 0.99641901254653942 1.0000000180025095e-35 1.0000000180025095e-35 0.36455024778842932 1.0000000180025095e-35 3.2650000000000001 0.010294413659721552 2.4250000000000003 0.0061350197065621007 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432 60 4238 1068 546 1138 9999 29195 internal_value=0 0.0124172 -0.00947614 0.00544844 0.00242373 -0.00321321 -0.0102901 0.0136814 -0.000610331 -0.00434192 0.00720657 -0.00198249 -0.00313588 -0.00286497 -0.00700848 0.000920874 0.0115293 0.00975536 0.00595042 0.00449706 -0.00758903 -0.00822655 0.00795694 -0.00536527 -0.00565835 0.0127875 0.0101688 0.0117948 -0.00839078 0.0139715 internal_weight=0 30629.5 40345 4703.15 1728.84 4640.36 35704.7 25926.3 1306 3645.15 2974.31 1118.56 1002.25 2345.84 1299.31 995.218 3079.41 1277.8 523.523 438.424 1233.91 3492.4 116.304 731.753 720.503 1801.61 385.514 422.84 1079.8 22846.9 internal_count=734512 148917 585595 23533 9621 42460 543135 125384 7853 34862 13912 6911 6298 21957 12905 7598 13229 5740 2222 1877 12527 44235 613 5109 5049 7489 1614 1768 10969 112155 is_linear=0 shrinkage=0.01 Tree=121 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 1 1 2 6 1 10 1 10 1 10 10 1 6 10 1 10 2 10 2 6 2 10 10 1 1 split_gain=32977 4345.52 2391.06 1438.95 1007.41 2067.22 1214.09 810.344 494.071 480.562 454.578 521.08 365.537 390.911 301.877 290.558 285.741 280.804 278.948 220.94 241.569 218.19 210.831 195.552 180.863 164.465 157.514 177.805 147.209 164.671 threshold=3.3550000000000004 -32.499999999999993 30.500000000000004 3.3550000000000004 6.0550000000000006 -71.499999999999986 -11.499999999999998 0.010811126694717151 1.5000000000000002 -37.499999999999993 4.495000000000001 -361.49999999999994 2.3250000000000006 -32.499999999999993 4.3950000000000005 4.2350000000000012 -1.0000000180025095e-35 30.500000000000004 6.9850000000000012 -60.499999999999993 6.2550000000000008 0.010811126694717151 2.6550000000000007 0.025978407557354904 1.5000000000000002 0.98728813559322048 8.8300000000000018 8.3400000000000016 -64.499999999999986 -65.499999999999986 decision_type=10 8 2 8 10 8 10 2 2 8 10 10 10 10 10 10 8 2 10 8 10 2 10 2 2 2 10 10 10 8 left_child=1 3 4 21 7 8 18 9 26 -2 11 -9 -3 -14 -11 16 -4 25 19 -7 -21 -1 -23 -17 -12 -5 27 -6 29 -19 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6206.36 2840.54 23354.4 3365.82 4592.98 18761.4 4139.16 17540.6 5853.8 1787.85 15468.5 1537.75 3351.2 2464.28 786.871 432.346 4593.62 3666.21 13930.8 14622.2 2953.81 944.548 828.678 397.385 303.498 internal_count=734512 154425 580087 61322 344966 66101 21270 278865 44831 40683 238182 44062 93103 31906 17989 235121 18606 19728 14862 5521 3535 41594 35150 216515 194120 16324 9050 7259 3404 2857 is_linear=0 shrinkage=0.01 Tree=122 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 11 11 11 1 11 6 11 2 6 6 1 11 1 2 6 2 6 11 6 11 4 6 2 1 split_gain=81699 2662.33 2057.41 402.333 221.4 184.684 166.173 161.585 143.641 117.37 100.848 46.1689 47.0097 41.2061 39.3515 36.3824 35.2779 33.0997 32.1298 30.4102 29.7911 31.0922 28.7907 28.6112 28.0315 25.6181 24.0062 23.8787 21.1843 52.1465 threshold=0.063380397856235463 0.85901859402656566 0.0012464885949156502 -380.49999999999994 -390.49999999999994 0.007890905253589103 0.00013046689127800003 0.99641901254653942 0.49114476144313818 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153.36818605661392 41.379037573933601 leaf_count=417004 1641 7605 6744 4599 3062 575 10109 4773 5330 3568 1633 1137 4764 9947 69 1139 34126 2091 30983 15652 2217 1366 58 76399 788 81896 2572 1817 674 174 internal_value=0 0.0123226 -0.00944891 0.00540205 -0.0031731 -0.00194718 -0.010272 0.0135887 0.00723992 0.0114352 0.000743449 0.00560736 0.00607142 0.000384853 0.0128134 0.00865948 -0.00819035 -0.00708381 0.0138808 -0.00419962 -0.00139764 2.36936e-05 0.00985098 0.0136378 0.00428651 -0.0104987 0.00283138 -0.00504462 0.0129381 0.00980183 internal_weight=0 30384.2 39831.5 4699.12 4618.09 3515.93 35213.5 25685.1 3369.73 3068 1329.39 2073.37 1890.53 1727.45 2050.05 1017.95 3458.37 1102.16 22617.1 1788.49 828.641 530.528 1296.36 15976.4 500.752 31755.1 492.256 462.192 2033.59 194.747 internal_count=734512 148917 585595 23533 42460 31808 543135 125384 15888 13229 7645 10500 9363 13094 8522 4707 44235 10652 112155 18714 5224 3007 5388 81172 2421 498900 3147 3908 8453 848 is_linear=0 shrinkage=0.01 Tree=123 num_leaves=31 num_cat=0 split_feature=10 10 3 3 3 10 3 5 10 10 10 10 10 10 3 10 10 3 10 10 10 10 5 10 5 10 5 5 10 3 split_gain=32022.9 1888.6 1357.11 631.092 1264.19 572.352 491.794 465.303 392.361 564.632 413.717 358.367 317.49 315.26 357.663 300.337 299.827 262.835 244.175 191.872 169.591 255.85 164.188 163.833 135.667 134.666 131.529 124.111 113.812 123.239 threshold=3.3550000000000004 2.7750000000000004 1.0000000180025095e-35 0.90844616376531284 0.90943267259056748 3.8450000000000002 0.9740215924426453 5.5000000000000009 6.1150000000000011 9.8950000000000014 8.1200000000000028 9.8950000000000014 4.995000000000001 4.9850000000000012 0.73935688405797106 2.7750000000000004 5.3350000000000009 0.22257107971393683 7.0450000000000008 6.2950000000000008 7.035000000000001 6.9850000000000012 2.5000000000000004 4.205000000000001 2.5000000000000004 4.9150000000000009 2.5000000000000004 1.5000000000000002 7.0450000000000008 0.99938118811881205 decision_type=10 10 2 2 2 10 2 8 10 10 10 10 10 10 2 8 10 2 10 10 10 10 10 10 10 10 10 10 10 2 left_child=1 15 7 5 18 -4 -6 11 12 10 17 16 13 -7 -15 -1 23 19 -5 -10 21 -19 27 -2 -12 -9 -3 28 -8 -30 right_child=2 26 3 4 6 8 22 25 9 -11 24 -13 -14 14 -16 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.009021563503302233 0.0016451192635040838 0.0043974257850700679 -0.0015364115388665691 -0.0075500302651965107 -0.008060893198263662 -0.0061959404369725237 0.00013023054411249693 -0.0048941984369427621 -0.0098860205850727564 -0.0093281491438604817 -0.0014198480866976922 -0.010379608514917767 -0.0080621859301047115 -0.0089665855543723978 0.0082608823844177431 0.011557569896279795 0.0027529309577511802 -0.0034841655743386374 0.01270112860522565 0.011001408859576775 -0.0071013544648161602 0.01004997026388306 -0.0073963011372486231 -0.0036988864584932678 0.0092910706042849105 0.010606241518895292 -0.0029904693369450261 0.0047442848988221006 -0.00087526962360306873 -0.010002395980705332 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23533 42460 15724 543135 125384 34862 7598 14023 7352 44235 7809 12999 21863 6653 6671 13229 6495 5479 10244 112155 24922 19687 5235 498900 1701 3680 4554 is_linear=0 shrinkage=0.01 Tree=125 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 11 11 11 1 11 5 5 6 3 11 6 1 3 5 6 11 6 4 4 3 2 1 11 6 split_gain=78955.9 2632.01 2055.25 396.092 219.256 180.064 168.351 166.513 137.881 116.675 96.5198 60.6723 44.3438 43.9399 40.4676 37.735 37.4551 35.3319 35.2349 34.9245 34.5848 32.6057 32.0099 33.1876 31.3342 52.3697 29.7865 29.1063 29.0664 26.9328 threshold=0.063380397856235463 0.85901859402656566 0.0012464885949156502 -380.49999999999994 -390.49999999999994 0.007890905253589103 0.00013046689127800003 0.99641901254653942 0.49114476144313818 -3.4999999999999996 0.49114476144313818 1.5000000000000002 2.5000000000000004 105.50000000000001 0.51623445076955521 0.96394401788711548 450.50000000000006 -351.49999999999994 0.87439320388349528 2.5000000000000004 3.5000000000000004 0.013544866815209352 48.500000000000007 19.500000000000004 26.500000000000004 0.29429808733309276 0.05298245614035086 -375.49999999999994 0.99981766939163219 3.5000000000000004 decision_type=2 2 2 10 10 2 2 2 2 8 2 10 10 2 2 2 2 10 2 10 2 2 2 8 10 2 2 10 2 2 left_child=2 3 6 10 21 26 -1 9 11 16 14 13 18 24 20 -11 -3 -8 22 -10 -2 -4 23 -7 25 -5 -6 28 -9 -12 right_child=1 7 4 8 5 12 17 27 19 15 29 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010474212778857619 0.0020296769445157579 0.012741649389182578 -0.0085061187912311275 -0.0041295307631680342 -0.0015126764041840924 -0.0040243727833840824 -0.0099279517450673212 0.011815025862691333 0.01022511002549307 0.0059215946251854404 0.0056265603426765166 0.0025627346966946552 -0.0040832591932639132 0.00068925242220156744 -0.0040152030544005866 0.0099395321113824615 -0.0022909926815250317 -0.0075545476211987608 0.0045280177680656541 0.004809640334387015 -0.0041660529647771141 -0.0050043261348058999 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35.327 34.4125 32.5999 32.5294 29.4388 27.5614 29.2137 26.4249 24.0786 23.4854 22.5269 22.1003 21.8865 20.4793 threshold=0.063380397856235463 0.85901859402656566 0.0012464885949156502 -380.49999999999994 -390.49999999999994 0.007890905253589103 0.99641901254653942 0.00013046689127800003 0.254873737692833 -8.4999999999999982 0.49114476144313818 1.5000000000000002 2.5000000000000004 1.5000000000000002 0.51623445076955521 0.96394401788711548 -351.49999999999994 0.87439320388349528 0.6303343176841737 0.013544866815209352 0.05298245614035086 -375.49999999999994 0.99981766939163219 9.2114014478283951e-06 1.0000000180025095e-35 1.0000000180025095e-35 0.96190130624092907 0.25018968133535663 0.52316636851520582 0.050179856115107911 decision_type=2 2 2 10 10 2 2 2 2 8 2 10 10 10 2 2 10 2 2 2 2 10 2 2 2 2 2 2 2 2 left_child=2 3 7 10 19 20 9 23 13 -3 14 18 17 26 -2 28 -9 -7 -10 -4 -6 22 -8 -1 -22 -12 -5 -21 -11 -13 right_child=1 6 4 8 5 12 21 16 11 15 25 29 -14 -15 -16 -17 -18 -19 -20 27 24 -23 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194.66128868609667 326.81270907819271 349.33935063332319 634.69140726327896 2561.0216815173626 236.97281494736671 652.26982934772968 100.26281114667654 1217.6490139663219 6520.9962715059519 14668.125688791275 5415.3078516088426 202.47774322330952 161.93351106345654 117.73573662340641 357.39724066853523 122.36517585813999 410.12503501772881 leaf_count=417004 2727 8522 6744 4382 3062 9824 4773 10109 3949 1156 1690 500 1695 1978 2497 2996 34126 1575 2670 694 13725 30983 76399 81896 1927 731 530 3214 555 1879 internal_value=0 0.0120975 -0.00938687 0.00523504 -0.00309443 -0.00188123 0.0133795 -0.0102304 0.00703178 0.0111589 0.000657475 0.00860121 0.000400481 0.00447322 -0.00142084 0.00840246 -0.0081052 0.000967554 0.00949852 -0.00699801 -0.00410583 0.013685 0.013457 -0.0104642 -0.00474457 0.00409005 0.00553464 -0.00497059 0.00594474 0.00595697 internal_weight=0 29888.1 38721.3 4704.49 4577.27 3491.99 25183.6 34144 3378.42 3045.7 1326.07 2093.97 1723.86 1284.45 825.969 1007.75 3383.37 1529.2 1563.43 1085.28 1768.13 22137.9 15616.9 30760.7 1420.13 500.098 957.638 457.66 373.063 530.543 internal_count=734512 148917 585595 23533 42460 31808 125384 543135 15888 13229 7645 8998 13094 6890 5224 4707 44235 11399 6619 10652 18714 112155 81172 498900 15652 2421 4912 3908 1711 2379 is_linear=0 shrinkage=0.01 Tree=127 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 11 11 11 1 11 5 5 11 1 5 2 11 2 11 4 1 11 2 2 2 1 4 2 11 split_gain=76780 2626.84 2055.37 378.099 214.335 175.163 174.483 170.892 133.77 112.188 92.7127 57.9265 42.7652 35.4306 35.3226 33.8206 32.4798 32.4372 29.0955 26.7082 26.345 26.0898 29.3655 25.7939 27.4737 40.6558 28.9419 22.721 21.572 21.2021 threshold=0.063380397856235463 0.85901859402656566 0.0012464885949156502 -380.49999999999994 -390.49999999999994 0.99641901254653942 0.007890905253589103 0.00013046689127800003 0.49114476144313818 -8.4999999999999982 0.49114476144313818 1.5000000000000002 2.5000000000000004 0.96394401788711548 -351.49999999999994 2.5000000000000004 0.12560679611650488 0.013544866815209352 0.05298245614035086 9.2114014478283951e-06 25.500000000000004 -375.49999999999994 0.99981766939163219 0.71480709071949955 1.0000000180025095e-35 0.05298245614035086 -253.49999999999997 20.500000000000004 0.48846085567193326 0.1800593510270119 decision_type=2 2 2 10 10 2 2 2 2 8 2 10 10 2 10 10 2 2 2 2 10 10 2 2 2 2 10 10 2 2 left_child=2 3 7 10 17 9 18 19 11 -3 28 20 16 -11 -9 -10 27 -4 -6 -1 23 22 -7 24 -5 -26 -27 -8 -2 -22 right_child=1 5 4 8 6 21 12 14 15 13 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 29 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.010591085736609782 -0.0028800955331589524 0.01242008045332909 -0.0084467201630436944 -0.0019402314397573481 -0.0014858315552365017 0.011698415288643906 -0.0017163441624815582 -0.0098890183370718837 0.01001665231086343 0.0058909431321294723 0.004048268124502913 0.0025005037882489273 -0.0040254327692799833 0.0097774632647485305 -0.007497800478544917 0.0046920644711684126 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570 8558 3908 15652 81896 3060 30983 76399 121 148 160 537 2304 2190 3308 internal_value=0 0.0120312 -0.00936858 0.00517832 -0.00307092 0.0133195 -0.00186532 -0.0102183 0.00695213 0.0110694 0.000651174 0.0053827 0.000396383 0.0083369 -0.00807821 0.00947169 0.000957303 -0.00696427 -0.00407795 -0.0104542 0.00634686 0.0136303 0.0134077 0.00324228 0.00437796 0.00646465 0.00393715 0.0032076 -0.00140783 0.00689013 internal_weight=0 29753.2 38410.6 4708.43 4566.32 25044.8 3486.65 33844.3 3382.94 3039.68 1325.49 2084.51 1724.21 1005.54 3360.84 1298.43 1530.11 1079.66 1762.45 30483.5 1561.99 22005.1 15518.1 232.625 208.385 156.649 125.707 451.952 825.279 1329.36 internal_count=734512 148917 585595 23533 42460 125384 31808 543135 15888 13229 7645 10500 13094 4707 44235 5388 11399 10652 18714 498900 7570 112155 81172 1202 1081 845 697 2841 5224 6368 is_linear=0 shrinkage=0.01 Tree=128 num_leaves=31 num_cat=0 split_feature=6 47 47 3 2 0 3 3 2 4 6 3 3 6 0 6 6 2 6 4 6 6 2 3 3 0 0 0 0 2 split_gain=11762 4390.74 1466.91 1205.57 580.659 913.346 533.06 527.713 504.172 752.087 331.129 308.667 278.647 214.776 200.504 191.148 182.779 167.263 166.03 162.848 148.868 144.29 143.041 142.592 133.759 121.756 113.155 108.145 101.962 101.101 threshold=3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.091553836234687255 1.0000000180025095e-35 0.22257107971393683 0.51271277741865984 0.088365434669442952 26.500000000000004 24.500000000000004 0.48850422832980972 0.25018968133535663 34.500000000000007 1.0000000180025095e-35 23.500000000000004 1.5000000000000002 0.98728813559322048 332.50000000000006 21.500000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 0.78598691384950936 0.9740215924426453 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.010811126694717151 decision_type=2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 left_child=1 7 10 -4 8 6 -6 11 9 16 15 12 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1384.8956109210849 464.58156613633037 6644.2124391831458 736.31122291833162 574.36985287442803 1394.5022897720337 5572.1450619362295 4223.1377970725298 1641.8852280415595 10636.053250879049 1443.4091540798545 49.393095288425684 494.01204494014382 249.56027293950319 947.9563377276063 3001.8665874041617 604.59543267264962 641.12540062516928 3343.1985738761723 173.99785312265158 482.7483139000833 273.48614072054625 459.19681126624346 289.55804236605763 2201.184647437185 102.41772820055485 leaf_count=43587 37309 9378 7047 109880 10469 5382 85169 4794 3576 8829 66804 25667 12479 170218 9372 629 8053 1473 14032 24686 5833 6532 29838 900 6061 2443 3668 2409 16777 1218 internal_value=0 0.0038298 -0.0045302 -0.00617553 0.000276519 -0.00106117 -0.00291326 0.00721775 0.00271486 0.00181985 -0.00167703 0.00830736 0.00725338 -0.00673991 0.0046238 0.000389614 -0.00457331 -6.89499e-05 -0.00307895 0.0032287 0.00420681 0.00387211 0.00349044 0.00941339 -0.00762941 0.00523894 -0.000785793 -0.00245102 0.00463138 0.00664491 internal_weight=0 36473 31247.9 19818.9 17802.1 11495.6 8029.11 18670.9 6306.54 5732.17 11429 13148 8924.83 18832.8 5522.92 4619.36 1392.94 4395.96 6809.66 3466.45 2246.48 4339.23 4079.51 223.391 11118.8 523.046 3872.92 5861.7 3698.1 1496.92 internal_count=734512 311639 422873 293206 180069 125706 95638 131570 54363 50787 129667 87566 61899 286159 44004 46422 17431 44893 83245 30068 18312 33356 34632 1529 176279 3916 40977 69213 26824 10047 is_linear=0 shrinkage=0.01 Tree=129 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 10 11 11 11 11 1 10 10 10 10 10 10 10 10 10 1 1 10 4 11 11 11 10 11 split_gain=75412.6 2616.09 2054.95 375.928 720.383 214.879 289.713 178.294 172.274 171.727 131.204 112.462 318.563 96.8125 64.5177 49.5401 45.8014 43.7254 42.7489 38.2174 34.1205 100.415 170.365 31.1955 27.6158 27.1861 26.9635 26.7124 26.5122 26.0661 threshold=0.063380397856235463 0.85901859402656566 0.0012464885949156502 -380.49999999999994 3.0450000000000004 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610.09144555032253 880.10976672172546 5314.8225577734411 527.67338877916336 263.11239182949066 750.2997140288353 leaf_count=417004 1529 2500 566 5175 1188 14097 857 112155 35857 848 3507 6640 987 922 3793 4617 8378 3311 154 9229 1445 91 236 213 5173 3622 81896 3762 1176 3584 internal_value=0 0.0119517 -0.00934546 0.00511893 0.000604556 -0.00304119 -0.00694609 0.013247 -0.0102032 -0.00183212 0.00688677 0.0109744 0.00828588 0.00899528 -0.00587236 -0.00403498 -0.00804597 0.000411087 -0.00127173 -0.00873476 0.0123545 0.00981793 -0.000364085 -0.00776582 -0.00058637 0.00885309 -0.010442 -0.000144801 0.0115278 0.00491551 internal_weight=0 29559.2 38001.6 4710.47 1325.55 4551.26 1076.04 24848.7 33450.3 3475.22 3384.93 3031.06 1028.13 577.459 748.088 1753.37 3333 1721.84 260.407 961.752 2002.93 419.296 78.6818 528.421 1237.15 1694.58 30117.3 1137.76 767.723 1690.34 internal_count=734512 148917 585595 23533 7645 42460 10652 125384 543135 31808 15888 13229 4817 2451 5194 18714 44235 13094 1141 10086 8412 1772 327 4006 9783 7129 498900 8935 3676 8759 is_linear=0 shrinkage=0.01 Tree=130 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 10 11 11 11 11 10 10 1 10 5 10 5 10 10 10 10 1 1 5 10 4 1 1 10 split_gain=74377.7 2614.64 2054.3 422.992 829.206 212.7 285.709 194.714 173.62 169.03 104.734 92.7721 91.8297 75.6019 270.756 56.0501 52.4049 51.1932 48.9705 42.7859 38.1887 37.1869 87.9971 207.073 32.8894 32.0027 56.8736 37.1843 32.1677 30.6304 threshold=0.063380397856235463 0.92614999413490307 0.0012464885949156502 -390.49999999999994 2.9850000000000008 -390.49999999999994 2.4250000000000003 0.49114476144313818 5.9105306718265645e-05 0.007890905253589103 0.9982588291168214 1.3650000000000004 3.9650000000000003 -8.4999999999999982 3.6650000000000005 1.5000000000000002 5.8950000000000005 1.5000000000000002 5.4750000000000005 5.4450000000000012 3.1250000000000004 6.0750000000000011 -59.499999999999993 -53.499999999999993 3.5000000000000004 5.1750000000000007 26.500000000000004 -192.49999999999997 -107.49999999999999 5.7950000000000008 decision_type=2 2 2 10 10 10 10 2 2 2 2 10 10 8 10 10 8 10 8 8 10 10 10 10 10 10 10 10 10 10 left_child=2 3 8 4 11 6 -4 15 -1 18 13 -2 -6 21 -15 25 -10 -9 -7 -11 -8 -3 24 -24 -23 26 -5 -27 -28 -14 right_child=1 10 5 7 12 9 20 17 16 19 -12 -13 29 14 -16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 27 28 -29 -30 -31 leaf_value=-0.010484609378232897 0.012883132217228635 0.01350226892568755 0.0080015327586636271 -0.0012384514035251198 -0.00063398531345505054 -0.0050642594624685814 -0.0037878562315646776 0.010793331952633661 -0.0088524825261516414 -0.00058079297471383808 0.013540582841191447 0.0053368511097701965 -0.0083075541837550546 0.01193966749527446 -0.00082262776026576965 0.0024338644320491586 -0.0058961578185522043 0.0069304667732023179 -0.0013562791996204232 0.002922379282884639 -0.0095196263092326358 0.013714687929468504 -0.024716757103148291 0.010245082324382947 0.0062810509233700131 0.013905079951338495 0.0024837446023292182 0.0068663688236880373 0.0069467496015388824 0.0023370170996204784 leaf_weight=28474.351361736655 358.78865498304367 1436.7236398309469 114.62265193462372 116.96989550441504 261.28338374197483 1249.6573436111212 135.44604920595884 1293.1761814653873 3975.9810596816242 1236.5722878202796 21128.731659993529 298.40472263097763 547.41015747189522 812.43164454400539 208.9979622066021 526.51042008399963 706.09198108687997 466.96279706060886 498.15371202677488 485.53236584365368 819.77248846739531 319.17742936313152 22.747590988874435 66.365223899483681 73.161344602704048 100.99012315273285 198.79785560071468 292.24393992125988 860.72626386582851 28.437494345009327 leaf_count=478015 1550 6099 566 604 1363 14097 857 5329 56478 9783 109573 1274 4052 4017 892 2952 8642 1968 4617 3311 9229 1372 95 281 327 535 1001 1463 3987 183 internal_value=0 0.0118889 -0.00932737 0.0055661 0.00104933 -0.00301852 -0.00691675 0.00731632 -0.0101912 -0.00181662 0.0132945 0.00945667 -0.0055509 0.011526 0.00932833 0.00525729 -0.00840665 0.00976852 -0.00400743 0.000406896 -0.00870688 0.0126963 0.010291 0.00132047 0.0123285 0.00620431 0.00537882 0.00867405 0.00610936 -0.00778189 internal_weight=0 29419 37696.2 5350.7 1494.32 4539.76 1069.84 3856.38 33156.4 3469.92 24068.3 657.193 837.131 2939.6 1021.43 2096.24 4682.07 1760.14 1747.81 1722.1 955.219 1918.18 481.452 89.1128 392.339 1569.73 1176.49 393.234 1059.52 575.848 internal_count=734512 148917 585595 26261 8422 42460 10652 17839 543135 31808 122656 2824 5598 13083 4909 10542 65120 7297 18714 13094 10086 8174 2075 376 1699 7590 5592 1998 4988 4235 is_linear=0 shrinkage=0.01 Tree=131 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 11 11 11 11 1 5 5 5 1 3 0 3 11 2 11 3 3 0 5 2 1 1 5 1 split_gain=73358.2 2612.13 2053.66 412.545 210.543 191.752 174.96 166.374 111.783 107.435 73.5695 54.7201 50.325 41.8983 37.4185 36.8754 34.0288 32.7843 32.2624 28.2606 25.9689 24.8246 24.372 23.5923 23.4047 22.9431 70.9803 133.178 29.7266 22.7454 threshold=0.063380397856235463 0.92614999413490307 0.0012464885949156502 -390.49999999999994 -390.49999999999994 0.49114476144313818 5.9105306718265645e-05 0.007890905253589103 0.49114476144313818 0.9982588291168214 -8.4999999999999982 1.5000000000000002 1.5000000000000002 2.5000000000000004 -351.49999999999994 0.51623445076955521 1.0000000180025095e-35 0.87439320388349528 0.013544866815209352 0.05298245614035086 0.00022912561689730003 0.9566262541806021 0.51623445076955521 1.0000000180025095e-35 2.5000000000000004 0.95209409064830763 -57.499999999999993 -56.499999999999993 3.5000000000000004 -32.499999999999993 decision_type=2 2 2 10 10 2 2 2 2 2 8 10 10 10 10 2 2 2 2 2 2 2 2 2 8 2 10 10 10 8 left_child=2 3 6 8 18 11 -1 19 15 10 25 21 -7 17 -8 -2 24 -9 -4 -6 -16 -5 -12 -21 -10 -3 28 -28 -27 -11 right_child=1 9 4 5 7 12 14 13 16 29 22 -13 -14 -15 20 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.010475338095994801 0.00036313635422180631 0.012978374367449039 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450.74698525667191 1196.056920081377 1802.6273013576865 201.73687022924423 310.12634633481503 200.53764812648296 33.864450298249722 144.62483042478561 16.70113967359066 21.970743715763092 19.890187293291092 15789.373372808099 leaf_count=478015 2707 7237 6744 6714 3062 5329 15152 9824 2037 25157 3477 2952 1968 1695 25683 2475 1010 1575 3908 13725 24285 876 1432 1927 193 670 70 97 100 84416 internal_value=0 0.0118268 -0.00930926 0.00551037 -0.00299591 0.00723567 -0.0101792 -0.00180118 0.00104154 0.0132392 0.0114457 0.00519519 0.00967001 0.00040274 -0.0083817 -0.00145133 0.00405024 0.000957119 -0.00688747 -0.00397998 -0.00786335 0.00612964 0.00927275 -0.00461363 0.00248355 0.0126009 0.00942406 -0.00276657 0.0122897 0.0134896 internal_weight=0 29278.7 37393.5 5350.73 4528.43 3860.35 32865.1 3464.74 1490.38 23927.9 2930.69 2100.06 1760.29 1722.44 4649.21 815.06 675.322 1529.23 1063.69 1742.3 3485.56 1572.94 1017.3 1396.59 454.115 1913.39 203.187 38.6719 164.515 20997.2 internal_count=734512 148917 585595 26261 42460 17839 543135 31808 8422 122656 13083 10542 7297 13094 65120 5182 3240 11399 10652 18714 49968 7590 4909 15652 2230 8174 937 167 770 109573 is_linear=0 shrinkage=0.01 Tree=132 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 10 11 11 11 11 10 10 1 10 5 10 5 10 10 10 10 1 1 5 10 4 1 1 10 split_gain=72347.3 2612.49 2053.56 403.295 813.074 208.12 282.998 188.833 176.329 163.753 110.592 91.7169 90.6818 72.0803 269.35 53.4317 52.8342 49.4792 48.5907 41.8193 38.4567 36.4593 85.9851 199.275 32.245 30.8224 55.4679 35.9036 31.4029 30.3607 threshold=0.063380397856235463 0.92614999413490307 0.0012464885949156502 -390.49999999999994 2.9850000000000008 -390.49999999999994 2.4250000000000003 0.49114476144313818 5.9105306718265645e-05 0.007890905253589103 0.9982588291168214 1.3650000000000004 3.9650000000000003 -8.4999999999999982 3.6650000000000005 1.5000000000000002 5.8950000000000005 1.5000000000000002 5.4750000000000005 5.4450000000000012 3.1250000000000004 6.0750000000000011 -59.499999999999993 -53.499999999999993 3.5000000000000004 5.1750000000000007 26.500000000000004 -192.49999999999997 -107.49999999999999 5.7250000000000005 decision_type=2 2 2 10 10 10 10 2 2 2 2 10 10 8 10 10 8 10 8 8 10 10 10 10 10 10 10 10 10 10 left_child=2 3 8 4 11 6 -4 15 -1 18 13 -2 -6 21 -15 25 -10 -9 -7 -11 -8 -3 24 -24 -23 26 -5 -27 -28 -14 right_child=1 10 5 7 12 9 20 17 16 19 -12 -13 29 14 -16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 27 28 -29 -30 -31 leaf_value=-0.010466128959172425 0.012780650328387494 0.013307320177958402 0.007980557371666152 -0.0012826512903528107 -0.00063516819250370197 -0.0050104249578965124 -0.0037068670158247252 0.010581055912093936 -0.0088081979741116406 -0.00057870951768927063 0.013439113801749433 0.0052696974705580399 -0.0083304634831724549 0.011834900493591968 -0.00090137421452896342 0.0023799723833775655 -0.005822370342091922 0.0067848591305789477 -0.0013078564587647378 0.0028823523151161653 -0.009479596093959413 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0.00545219 0.00103166 -0.00297292 -0.00685351 0.00715628 -0.0101672 -0.00178584 0.0131839 0.009364 -0.00551913 0.0113621 0.00920792 0.00513412 -0.00835662 0.00957292 -0.00395262 0.000398619 -0.00865617 0.012507 0.0101201 0.00124681 0.012142 0.0060563 0.00524671 0.00847192 0.00596637 -0.00774555 internal_weight=0 29142.4 37094.2 5353.72 1489.6 4517.93 1058.3 3864.12 32576.3 3459.63 23788.7 655.645 833.953 2922.75 1014.24 2103.76 4616.7 1760.36 1736.85 1722.79 943.63 1908.51 479.264 88.941 390.323 1576.05 1180.43 395.62 1063.24 572.824 internal_count=734512 148917 585595 26261 8422 42460 10652 17839 543135 31808 122656 2824 5598 13083 4909 10542 65120 7297 18714 13094 10086 8174 2075 376 1699 7590 5592 1998 4988 4235 is_linear=0 shrinkage=0.01 Tree=133 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 1 1 2 6 1 10 1 10 1 0 10 10 1 10 0 0 1 10 2 6 0 2 10 10 10 split_gain=28085.7 3849.05 2159.25 1223.89 854.421 1745.95 1034.37 709.715 436.021 435.779 400.927 436.776 342.834 338.728 274.076 273.577 268.054 255.615 250.211 237.222 207.172 197.504 226.553 193.394 173.804 173.028 167.822 139.183 152.118 114.525 threshold=3.3550000000000004 -32.499999999999993 30.500000000000004 3.3550000000000004 6.0550000000000006 -71.499999999999986 -11.499999999999998 0.010811126694717151 1.5000000000000002 -37.499999999999993 4.495000000000001 -361.49999999999994 2.3250000000000006 -32.499999999999993 1.0000000180025095e-35 4.2350000000000012 4.3950000000000005 -1.0000000180025095e-35 6.9850000000000012 1.0000000180025095e-35 1.0000000180025095e-35 -60.499999999999993 6.2550000000000008 0.025978407557354904 1.5000000000000002 1.0000000180025095e-35 0.05298245614035086 8.8300000000000018 8.3400000000000016 6.8650000000000011 decision_type=10 8 2 8 10 8 10 2 2 8 10 10 10 10 2 10 10 8 10 2 2 8 10 2 2 2 2 10 10 10 left_child=1 3 4 14 7 8 18 9 27 20 11 25 -3 -14 -1 17 -11 -4 21 26 -2 -7 -23 -17 -12 -9 -5 28 -6 -10 right_child=2 12 15 19 5 6 -8 10 29 16 24 -13 13 -15 -16 23 -18 -19 -20 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2377.9738801270723 5274.6884549930692 251.39634453132749 1430.3184576109052 569.58105858787894 1280.5756060369313 472.882289852947 1570.2080910205841 1282.059477314353 1410.3631418198347 137.74477597698569 274.7288387157023 12154.257573444396 7135.4516845457256 526.55139587819576 1530.8164581358433 105.4823063313961 109.81830970197916 1880.1739757172763 leaf_count=30698 9567 61197 14465 2064 6740 1986 6408 9003 4397 3016 86262 31620 29543 2363 10896 7336 14973 4141 9341 6879 13127 1491 2044 209179 107858 3439 10785 1791 519 31384 internal_value=0 0.0085998 -0.00497514 0.00271092 -0.00334898 7.18753e-05 0.00602422 -0.00425216 -0.00500617 -0.000656491 -0.00515435 -0.00233031 0.0113253 0.00929734 -0.000711056 -0.00815048 -0.00464457 -0.00401698 0.00841081 0.00742469 0.00183354 0.0036565 -0.000983121 -0.00861781 -0.00596608 0.00184358 0.00519057 0.000896573 0.00234156 -0.00737596 internal_weight=0 23981.3 41816.7 7587.45 27654.3 5776.27 2659.21 21878 3117.06 4388.32 17489.7 3904.79 16393.8 5526.08 4396.09 14162.4 1686.76 1438.55 2319.56 3191.36 2701.55 749.35 412.474 12723.8 13584.9 1526.81 1909.3 892.926 787.443 2224.13 internal_count=734512 154425 580087 61322 344966 66101 21270 278865 44831 40683 238182 44062 93103 31906 41594 235121 17989 18606 14862 19728 22694 5521 3535 216515 194120 12442 12849 9050 7259 35781 is_linear=0 shrinkage=0.01 Tree=134 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 11 11 11 1 11 5 5 6 3 6 5 3 6 6 6 1 6 4 11 11 6 3 4 3 split_gain=70869 2947.27 1700.85 373.531 198.535 188.788 157.809 147.651 143.244 105.364 95.8092 51.9 47.5525 41.9979 41.4086 44.0913 40.1308 37.5217 35.7283 35.391 29.4344 29.0933 27.4745 29.3265 24.6806 23.7713 23.6041 25.1108 22.9654 39.0048 threshold=0.044676627963781308 0.85901859402656566 0.0009053001122083001 -9.4999999999999982 -390.49999999999994 0.99641901254653942 0.254873737692833 0.0048335506580769504 5.9105306718265645e-05 -364.49999999999994 0.49114476144313818 2.5000000000000004 2.5000000000000004 98.500000000000014 0.51623445076955521 3.5000000000000004 1.5000000000000002 0.96992311171415657 3.5000000000000004 398.50000000000006 143.50000000000003 -351.49999999999994 52.500000000000007 19.500000000000004 0.6303343176841737 0.010294413659721552 3.5000000000000004 0.51623445076955521 27.500000000000004 0.59585213840533002 decision_type=2 2 2 8 10 2 2 2 2 10 2 10 10 2 2 2 10 2 2 2 2 10 2 8 2 2 2 2 10 2 left_child=2 3 8 6 25 9 16 -6 -1 18 14 17 13 24 15 -5 20 22 -3 -11 28 -10 23 -9 -8 -4 27 -12 29 -2 right_child=1 5 4 10 7 -7 12 11 21 19 26 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010452732585816756 -0.0016422497202469408 0.0091320511125105308 -0.0087324616689170263 0.001895882383455104 -0.0046874107531620062 0.01333271457512228 0.0080374936683189607 -0.0039419431726735255 -0.00990548822622693 0.012129749853608767 0.0070842481714955031 -0.0051697749660947721 0.0035936242990547347 0.0035206106075924577 -0.0040503154714541193 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8322 1085 2042 954 715 2960 1004 2584 1062 1184 90 453 45988 2892 8195 2997 3780 783 555 4522 536 internal_value=0 0.0115438 -0.00937532 0.00463298 -0.00362226 0.0130004 0.00631919 -0.00247919 -0.0101911 0.0106509 0.000286735 -0.000553494 0.00811508 0.00861643 -0.00160961 0.00021804 0.00392624 5.26682e-05 0.00802292 0.0119891 0.0048706 -0.00846617 -0.000452751 0.000228936 0.00905286 -0.00748137 0.00383301 0.0052322 0.00526335 0.00229838 internal_weight=0 29277.7 36240.7 5096.82 4500.68 24180.9 3672.14 3472.21 31740.1 2996.16 1424.68 1854.75 2097.78 1888.39 928.288 530.808 1574.36 1639.47 1010.89 1985.27 1166.31 4180.27 1474.86 1180.4 1739.42 1028.47 496.395 351.626 1099.13 211.07 internal_count=734512 151625 582887 26241 44900 125384 17723 34058 537987 13229 8518 15422 8989 8035 6095 3135 8734 13380 4817 8412 6150 59972 12318 9426 7320 10842 2423 1640 5697 1175 is_linear=0 shrinkage=0.01 Tree=135 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 11 11 11 1 11 5 5 6 5 11 6 2 1 6 2 6 11 11 2 11 6 4 6 1 split_gain=69898.6 2942 1702.21 365.103 196.571 193.074 154.87 145.598 144.412 103.515 93.942 51.082 46.587 41.1803 39.1848 35.5661 34.8328 31.0343 29.1069 28.9924 32.9858 28.7441 27.7979 24.4431 24.4308 23.7638 23.1503 22.4 23.3997 21.1994 threshold=0.044676627963781308 0.85901859402656566 0.0009053001122083001 -9.4999999999999982 -390.49999999999994 0.99641901254653942 0.254873737692833 0.0048335506580769504 5.9105306718265645e-05 -364.49999999999994 0.49114476144313818 2.5000000000000004 2.5000000000000004 98.500000000000014 1.5000000000000002 0.96394401788711548 398.50000000000006 0.05298245614035086 -351.49999999999994 3.5000000000000004 0.49882629107981225 143.50000000000003 0.017575767822563603 0.6303343176841737 0.010811126694717151 0.010294413659721552 3.5000000000000004 27.500000000000004 18.500000000000004 -375.49999999999994 decision_type=2 2 2 8 10 2 2 2 2 10 2 10 10 2 10 2 2 2 10 2 2 2 2 2 2 2 2 10 2 10 left_child=2 3 8 6 25 9 14 17 -1 15 19 22 13 23 21 -3 -11 -6 -10 20 24 27 -9 -8 -5 -4 -12 28 -2 -7 right_child=1 5 4 10 7 29 12 11 18 16 26 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010443669402269663 0.0003312709243602042 0.0055286971624738399 -0.0087050640149307166 0.00033260021414246652 -0.0017715505603572816 0.01307734782671805 0.0079465187940300878 -0.0010280913505300872 -0.0098874734590063337 0.012035738334231563 0.0051814170291989529 -0.0051377864665133055 0.0035544470394282073 0.0034810510666652135 0.0012139292457758446 0.0094103977702227823 -0.00067435204287202887 -0.0053251176995294369 -0.0079566260826912701 -0.0039700425662465401 0.0021439370574471966 -0.0015410381282287039 0.0016218488469902893 0.010347095508284863 -0.0053102388759436502 -0.0055991478467752173 0.00043014210917809398 0.0058944416977507984 0.0079764372750119987 0.013771611311325324 leaf_weight=27309.129220660776 157.65100087225437 376.80740132927895 609.00677731260657 149.60588646680117 302.57357867062092 14791.386924594641 1008.7591625452042 971.10262913256884 1042.6396918930113 1959.0325841158628 351.52231596410275 214.45708974450827 209.57679961621761 149.15992037951946 408.32980179786682 631.85784511268139 21.802044197916985 1308.8886901661754 3107.9997886195779 330.74225545674562 289.37615089863539 67.11681455373764 668.27139057219028 731.90105429291725 157.50120010972023 413.66805700212717 144.79034776985645 890.14988566935062 53.661881312727928 6259.429788172245 leaf_count=478015 867 1754 7062 816 2902 81172 4323 8569 13984 8322 1640 2042 954 715 2584 3063 90 15734 45988 2583 1563 453 4811 2997 1133 3780 783 4522 308 30983 internal_value=0 0.0114826 -0.00935764 0.0045839 -0.00359629 0.0129461 0.00624888 -0.00245936 -0.0101795 0.010568 0.000284079 -0.00054826 0.0080277 0.00852378 0.00388066 0.00796031 0.0118958 -0.00465789 -0.00844165 -0.00159537 -0.000278643 0.00481248 5.21254e-05 0.0089559 -0.00256135 -0.00744873 0.00379532 0.00519962 0.00227272 0.0132838 internal_weight=0 29140.2 35947.7 5099.84 4487.97 24040.3 3676.31 3465.29 31459.8 2989.5 1423.54 1853.83 2099.4 1889.82 1576.91 1008.67 1980.83 1611.46 4150.64 927.225 596.483 1168.58 1639.37 1740.66 307.107 1022.67 496.313 1101.46 211.313 21050.8 internal_count=734512 151625 582887 26241 44900 125384 17723 34058 537987 13229 8518 15422 8989 8035 8734 4817 8412 18636 59972 6095 3512 6150 13380 7320 1949 10842 2423 5697 1175 112155 is_linear=0 shrinkage=0.01 Tree=136 num_leaves=31 num_cat=0 split_feature=1 6 6 3 2 0 3 2 4 3 6 0 1 1 3 1 6 0 1 2 6 0 3 2 47 2 3 3 2 0 split_gain=11886.2 4224.75 2648.24 930.156 752.335 690.908 483.245 397.172 589.417 279.014 277.496 246.753 241.014 379.905 226.695 191.029 185.308 174.832 170.98 154.162 145.55 136.798 135.58 129.937 127.767 124.575 112.396 178.733 130.111 109.187 threshold=-1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 0.091553836234687255 1.0000000180025095e-35 0.22257107971393683 0.088365434669442952 24.500000000000004 0.51271277741865984 33.500000000000007 1.0000000180025095e-35 -69.499999999999986 -60.499999999999993 0.48850422832980972 -9.4999999999999982 1.5000000000000002 1.0000000180025095e-35 -189.49999999999997 1.0000000180025095e-35 356.50000000000006 1.0000000180025095e-35 0.9740215924426453 0.74443344878772899 1.0000000180025095e-35 0.010811126694717151 0.78598691384950936 0.78956442831215978 0.98728813559322048 1.0000000180025095e-35 decision_type=8 2 2 2 2 2 2 2 8 2 2 2 10 10 2 10 2 2 10 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 9 11 7 6 -6 8 18 14 12 -3 17 -14 16 24 23 -5 -1 -15 26 25 -12 -2 -7 -10 28 -28 -4 -30 right_child=2 3 20 10 5 15 -8 -9 21 -11 22 -13 13 19 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.0039090432147011666 0.0071319256839099485 0.004124438474753577 -0.00010986747568528062 -0.0069618487324554883 0.0027337269001753341 -0.0038135039884744249 -0.0038212333320166744 0.011373713590022403 0.0068060553059415023 0.0057783067389872858 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29381 13384 68846 10215 58631 3825 is_linear=0 shrinkage=0.01 Tree=137 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 10 11 11 11 11 10 1 10 10 5 5 10 6 6 10 10 5 10 6 10 10 4 10 1 split_gain=68638.2 2924.92 1703.8 366.093 737.43 198.315 202.446 195.739 152.716 145.65 143.629 139.547 104.537 331.843 51.3683 50.1725 44.8588 44.5127 42.2951 39.1736 38.3362 38.3121 37.257 37.1848 35.7885 34.6341 33.0788 31.968 30.0935 96.1105 threshold=0.044676627963781308 0.85901859402656566 0.0009053001122083001 -390.49999999999994 3.2350000000000008 -390.49999999999994 2.2150000000000003 0.99641901254653942 0.254873737692833 5.9105306718265645e-05 0.0048335506580769504 1.3650000000000004 -3.4999999999999996 3.9650000000000003 5.8950000000000005 2.5000000000000004 2.5000000000000004 5.4450000000000012 26.500000000000004 98.500000000000014 5.7950000000000008 3.9650000000000003 1.5000000000000002 3.1250000000000004 450.50000000000006 2.3750000000000004 5.4750000000000005 23.500000000000004 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threshold=3.3550000000000004 -32.499999999999993 1.635 0.091553836234687255 0.96811483739837412 0.088365434669442952 8.4000000000000021 3.8450000000000002 -361.49999999999994 5.3350000000000009 2.3250000000000006 6.1150000000000011 9.8950000000000014 -90.499999999999986 8.1200000000000028 -32.499999999999993 -38.499999999999993 0.025978407557354904 4.4250000000000007 4.995000000000001 -1.0000000180025095e-35 4.9850000000000012 -272.49999999999994 7.0450000000000008 -143.49999999999997 0.2573593073593074 0.010811126694717151 -247.49999999999997 -380.49999999999994 -293.49999999999994 decision_type=10 8 10 2 2 2 10 10 10 10 10 10 10 10 10 10 8 2 10 10 8 10 10 10 10 2 2 8 10 10 left_child=1 2 -1 5 7 6 16 8 -5 -6 -3 19 13 14 27 -12 17 -2 -18 20 -9 -22 -8 -7 -14 -23 -4 -13 -21 -16 right_child=3 10 26 4 9 23 22 11 -10 -11 15 12 24 -15 29 -17 18 -19 -20 28 21 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0066996336574636842 0.0014245912610473799 0.012170351442731578 0.0032053698421064349 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internal_count=734512 154425 61322 580087 475827 104260 99988 462111 23799 13716 93103 438312 71302 45144 35413 31906 61973 38707 23266 367010 128902 27772 38015 4272 26158 1631 37873 32519 238108 2894 is_linear=0 shrinkage=0.01 Tree=139 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 1 1 2 6 1 10 1 10 1 10 10 1 10 6 2 1 10 10 6 2 2 10 10 1 1 split_gain=25953.3 3606.26 2053.56 1128.32 793.156 1608.44 956.122 659.95 411.665 411.157 377.042 395.72 341.334 312.472 267.373 251.217 239.666 237.981 220.726 193.142 186.619 222.122 173.377 170.522 150.778 145.755 131.587 141.803 127.682 149.812 threshold=3.3550000000000004 -32.499999999999993 30.500000000000004 3.3550000000000004 6.0550000000000006 -71.499999999999986 -11.499999999999998 0.010811126694717151 1.5000000000000002 -37.499999999999993 4.495000000000001 -361.49999999999994 2.3250000000000006 -32.499999999999993 4.2350000000000012 4.3950000000000005 -1.0000000180025095e-35 6.9850000000000012 30.500000000000004 0.025978407557354904 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0.00837641 -0.00486824 0.00263832 -0.00326657 8.43654e-05 0.00587702 -0.00414704 -0.00487949 -0.000656417 -0.0050351 -0.00226601 0.0110717 0.00902538 -0.00803588 -0.00458522 -0.00389177 0.00817735 0.00720814 -0.00851052 0.00350373 -0.00104405 -0.000674828 -0.00583739 -0.00221689 0.00818455 0.000905958 0.00230919 -9.25177e-06 -0.00329324 internal_weight=0 23318.1 40476.3 7452.31 26883.2 5593.81 2581.4 21289.4 3012.41 4317.83 16971.6 3812.56 15865.8 5385.01 13593.1 1647.41 1396.89 2258.71 3132.14 12196.2 734.99 405.05 4320.17 13159 2712.77 2758.9 873.338 772.396 373.239 283.777 internal_count=734512 154425 580087 61322 344966 66101 21270 278865 44831 40683 238182 44062 93103 31906 235121 17989 18606 14862 19728 216515 5521 3535 41594 194120 28572 16324 9050 7259 3404 2857 is_linear=0 shrinkage=0.01 Tree=140 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 10 11 11 11 11 10 1 10 10 10 10 5 5 6 10 6 5 10 1 1 10 10 10 10 split_gain=66806.8 2860.67 1706.44 372.039 699.18 199.781 193.679 191.953 148.992 146.975 142.52 108.949 107.206 316.286 65.3012 50.5544 44.2882 43.924 40.4654 37.7463 37.4287 37.1211 35.8331 35.448 92.5417 156.021 35.4023 34.6107 30.851 29.889 threshold=0.044676627963781308 0.85901859402656566 0.0009053001122083001 -390.49999999999994 3.0450000000000004 -390.49999999999994 2.2150000000000003 0.99641901254653942 0.254873737692833 5.9105306718265645e-05 0.007890905253589103 1.3650000000000004 -3.4999999999999996 3.9650000000000003 3.9650000000000003 5.8950000000000005 5.4750000000000005 2.5000000000000004 2.5000000000000004 6.5000000000000009 5.7950000000000008 98.500000000000014 1.5000000000000002 6.1150000000000011 -59.499999999999993 -53.499999999999993 3.1250000000000004 2.3750000000000004 5.4450000000000012 5.7250000000000005 decision_type=2 2 2 10 10 10 10 2 2 2 2 10 8 10 10 8 8 10 10 2 10 2 10 10 10 10 10 10 8 10 left_child=2 3 9 4 11 6 -4 12 22 -1 16 -2 23 27 -6 -11 19 21 28 -7 -15 -10 -5 -3 -25 -26 -8 -14 -12 -16 right_child=1 7 5 8 14 10 26 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916.6722239330411 293.89424273371696 473.00551854074001 189.76851980388165 526.97820759564638 616.62607780471444 568.56902088597417 209.0144345164299 160.38856448233128 619.17745564505458 20.774453282356262 149.03224555402994 405.29586358368397 343.55778321623802 22.228023573756218 55.879361838102341 785.02519433945417 277.22571061551571 351.47827120125294 33.491114534437656 leaf_count=478015 1349 6737 442 6181 1294 9059 901 112155 7359 52039 7400 1263 2477 853 4311 7933 5556 953 1477 8189 86 718 2578 1482 91 236 9499 1267 2377 235 internal_value=0 0.011313 -0.0093007 0.00451334 0.000125529 -0.00350646 -0.00741332 0.0127851 0.00618042 -0.0101434 -0.00235407 0.00821514 0.0104054 0.00765961 -0.00604649 -0.00837194 -0.00407849 0.00792116 5.78744e-05 -0.00501742 -0.00317108 0.00840039 0.0038582 0.0117234 0.00914748 -0.000677654 -0.00875973 0.0106991 0.00065642 -0.00789854 internal_weight=0 28579.4 34946.9 5086.09 1400.34 4437.37 1010.74 23493.4 3685.74 30509.5 3426.63 606.027 2962.24 960.774 794.315 4060.2 1998.09 2106.62 1428.54 1429.52 210.543 1897.61 1579.12 2001.47 421.665 78.1074 923.385 750.231 1268.15 560.469 internal_count=734512 151625 582887 26241 8452 44900 10842 125384 17789 537987 34058 2612 13229 4683 5840 59972 22804 9030 11254 17248 939 8077 8759 8546 1809 327 10400 3744 9777 4546 is_linear=0 shrinkage=0.01 Tree=141 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 1 10 11 11 11 10 10 1 10 10 11 6 10 6 10 6 6 10 1 1 10 10 10 10 split_gain=65902 2856.93 1707.13 415.723 790.93 207.522 197.985 191.231 148.132 140.57 115.999 104.216 87.7526 72.4603 252.906 50.5853 47.543 43.0893 38.7304 40.9992 35.409 35.3932 32.9838 32.5936 87.0856 189.457 31.4881 31.267 27.7121 35.2642 threshold=0.044676627963781308 0.92614999413490307 0.0009053001122083001 -390.49999999999994 2.9850000000000008 0.49114476144313818 -390.49999999999994 2.2150000000000003 5.9105306718265645e-05 0.0048335506580769504 0.9982588291168214 1.3650000000000004 3.9650000000000003 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109573 1361 4571 4017 499 7933 4780 66 3284 3621 9499 566 77 1650 94 276 4530 253 100 293 internal_value=0 0.011256 -0.00928316 0.00493651 0.000562106 0.00659914 -0.00348157 -0.00738463 -0.010132 -0.00233511 0.0128457 0.00868668 -0.00562199 0.0109623 0.00875755 -0.00834751 0.00468093 0.012112 -0.000454469 -0.00130171 -0.00873309 0.00613549 0.0092112 0.0122525 0.00993627 0.000905899 -0.00452067 -0.00773267 -0.00101314 -0.00232862 internal_weight=0 28437.8 34664.3 5715.95 1574.21 4141.75 4424.55 1004.56 30239.8 3419.98 22721.9 680.359 893.846 2858.61 979.787 4031.51 2388.04 1878.83 1838.22 1371.1 916.973 1157.71 1753.71 1862.8 458.13 86.6035 1581.76 614.841 208.533 184.506 internal_count=734512 151625 582887 28969 9290 19679 44900 10842 537987 34058 122656 2976 6314 13083 4909 59972 12382 8174 15422 12138 10400 5346 7297 8108 2020 370 18636 4824 892 792 is_linear=0 shrinkage=0.01 Tree=142 num_leaves=31 num_cat=0 split_feature=11 11 11 11 47 11 47 11 11 47 6 47 6 11 11 3 2 0 3 6 6 3 2 6 4 6 47 2 4 4 split_gain=65010.7 2852.98 1707.82 314.945 172.672 149.292 146.152 118.847 118.598 75.3864 43.3281 43.0555 42.6476 39.3879 38.1032 34.4568 30.5299 29.23 28.7264 27.7603 27.293 26.523 26.2089 26.0243 25.6209 24.8038 24.6339 22.1311 21.8939 21.8787 threshold=0.044676627963781308 0.92614999413490307 0.0009053001122083001 0.49114476144313818 1.0000000180025095e-35 5.9105306718265645e-05 1.0000000180025095e-35 0.007890905253589103 0.9982588291168214 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 0.1800593510270119 0.0038593490608036002 0.51835016835016845 0.05298245614035086 1.0000000180025095e-35 0.96992311171415657 3.5000000000000004 105.50000000000001 0.87439320388349528 0.98728813559322048 450.50000000000006 20.500000000000004 303.50000000000006 1.0000000180025095e-35 0.98728813559322048 19.500000000000004 26.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 8 10 left_child=2 3 5 4 10 -1 14 16 11 12 15 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100.15449564903975 1281.7250069417059 359.72990517318249 131.19347193092108 19732.05659212172 1513.5915375947952 423.09476184844971 1433.6920193880796 280.8267969340086 136.12474505603313 478.30112720280886 258.47680649161339 1203.0514219403267 208.83074451237917 132.30231560021639 381.55179737880826 87.746024399995804 173.29460777342319 19.952916346490383 13.149418219923971 807.76214948296547 28.712550178170204 2721.3433463051915 187.78890071809292 1004.4852769523859 796.97018048912287 leaf_count=478015 2656 5912 6379 2726 614 18201 3344 1089 109573 6287 3212 6218 1397 632 4274 1702 14713 2099 802 4227 495 887 101 54 4595 127 41771 899 7973 3538 internal_value=0 0.0111996 -0.0092656 0.00488786 0.00287933 -0.0101206 -0.00345676 -0.00223382 0.012797 0.00763155 -0.000151449 0.0108897 0.00528366 0.00460599 -0.00616555 0.00130613 -0.00390667 -0.00456929 0.000103478 -0.00487918 0.00601474 0.00327589 -0.00263368 0.0119493 0.00259162 0.00896081 -0.00832305 0.0120629 -0.000410258 0.00651616 internal_weight=0 28296.1 34384.2 5715.09 3299.6 29972.4 4411.88 3039.59 22581 2415.49 1197.55 2848.93 873.183 2102.05 1372.29 754.502 1771.61 1411.88 1267.98 859.853 1020.84 1081.21 443.048 1634.63 907.917 1542.3 4003.07 1621.48 1135.68 933.095 internal_count=734512 151625 582887 28969 18432 537987 44900 30020 122656 10537 7671 13083 4123 10761 14880 4358 20156 16812 9864 8501 4665 6096 3313 7171 5209 6414 59972 7117 9062 4170 is_linear=0 shrinkage=0.01 Tree=143 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 11 11 11 1 11 3 3 0 1 2 3 11 3 4 1 3 0 2 1 1 11 11 11 split_gain=64126.4 2851.44 1708.85 400.231 201.016 195.058 150.486 137.172 121.799 109.939 69.7332 45.6662 37.0566 35.7131 30.6225 30.5036 29.1787 24.1951 23.4202 23.3244 22.1245 24.0946 22.8198 21.845 21.2689 67.4315 122.014 20.848 20.8364 19.4539 threshold=0.044676627963781308 0.92614999413490307 0.0009053001122083001 -390.49999999999994 0.49114476144313818 -390.49999999999994 5.9105306718265645e-05 0.0048335506580769504 0.9982588291168214 0.49114476144313818 -8.4999999999999982 0.1800593510270119 0.96992311171415657 0.51623445076955521 1.0000000180025095e-35 -351.49999999999994 0.05298245614035086 0.51623445076955521 0.010294413659721552 0.87439320388349528 20.500000000000004 -234.49999999999997 0.50117370892018787 1.0000000180025095e-35 0.95209409064830763 -57.499999999999993 -56.499999999999993 0.6303343176841737 0.013544866815209352 0.00020295658032405003 decision_type=2 2 2 10 2 10 2 2 2 2 8 2 2 2 2 10 2 2 2 2 10 10 2 2 2 10 10 2 2 2 left_child=2 3 6 9 11 18 -1 16 10 13 24 19 28 -2 -11 -8 -7 -12 -4 20 21 -5 -22 -18 -3 -26 -27 -6 -9 -17 right_child=1 8 5 4 27 7 15 12 -10 14 17 -13 -14 -15 -16 29 23 -19 -20 -21 22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.010389009216649042 -2.1007546744861815e-05 0.012308332303435086 -0.0086012355517212057 0.0061883840094596023 0.007099062875582476 -0.0016550488365194361 -0.0098077031411182534 -0.0020879634819687739 0.013028653131831325 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21.271342054009438 1331.6932935267687 872.66691832989454 1540.2391106262803 leaf_count=478015 3118 7237 7062 199 1771 2902 13984 7524 109573 2230 3477 5346 1160 2932 1010 23687 13896 1432 3780 991 3117 538 2191 1838 770 70 97 5526 6738 22301 internal_value=0 0.011142 -0.00924785 0.00483731 0.00646481 -0.00343163 -0.0101093 -0.0022943 0.0127482 0.00053583 0.010813 0.00458124 -0.000438087 -0.00172489 0.00363461 -0.00829839 -0.00446393 0.00864123 -0.00732959 0.00324175 0.00264992 -0.00141563 0.00317271 -0.0051254 0.0119434 0.00882381 -0.00310567 0.00903781 -0.000904886 -0.00778995 internal_weight=0 28158.5 34107.2 5717.04 4147.72 4399.86 29707.4 3406.05 22441.5 1569.32 2840.51 2394.69 1835.61 907.357 661.965 3974.96 1570.44 972.388 993.804 1233.81 1040.95 118.604 922.341 1271.1 1868.12 195.663 38.1453 1753.04 1656.78 2973.33 internal_count=734512 151625 582887 28969 19679 44900 537987 34058 122656 9290 13083 12382 15422 6050 3240 59972 18636 4909 10842 7036 6045 737 5308 15734 8174 937 167 7297 14262 45988 is_linear=0 shrinkage=0.01 Tree=144 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 1 10 11 11 11 10 10 1 10 10 5 5 5 10 10 10 1 1 10 4 5 1 1 10 split_gain=63254.7 2850.25 1709.88 391.474 774.328 197.923 193.063 190.435 151.677 135.228 124.984 102.949 86.5627 68.4744 253.547 51.3949 49.0918 48.5285 47.329 40.6286 35.9722 35.2673 82.2631 183.02 34.7338 55.5287 33.3305 33.2277 32.2268 31.4536 threshold=0.044676627963781308 0.92614999413490307 0.0009053001122083001 -390.49999999999994 2.9850000000000008 0.49114476144313818 -390.49999999999994 2.2150000000000003 5.9105306718265645e-05 0.0048335506580769504 0.9982588291168214 1.3650000000000004 3.9650000000000003 -8.4999999999999982 3.6650000000000005 5.8950000000000005 1.5000000000000002 2.5000000000000004 1.5000000000000002 5.4450000000000012 3.1250000000000004 6.0750000000000011 -59.499999999999993 -53.499999999999993 5.1750000000000007 25.500000000000004 3.5000000000000004 -251.49999999999997 -107.49999999999999 5.4750000000000005 decision_type=2 2 2 10 10 2 10 10 2 2 2 10 10 8 10 8 10 10 10 8 10 10 10 10 10 10 10 10 10 8 left_child=2 3 8 4 11 16 7 -4 -1 29 13 -2 -6 21 -15 -10 24 19 -7 -11 -9 -3 26 -24 25 -5 -23 -26 -27 -8 right_child=1 10 6 5 12 18 9 20 15 17 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 22 23 -25 27 28 -28 -29 -30 -31 leaf_value=-0.010380328770172552 0.012209266403155871 0.01265550492407699 0.006798061588396455 -0.0020941647466178872 -0.00098182203673962223 0.0099400355370235088 -0.0053291162525686666 -0.0039370580455185241 -0.0087583257700754365 -0.00083369007876492156 0.012985565833859538 0.0043956012918759555 -0.0077054206634393479 0.011261736741065082 -0.0011780122552760104 -0.0055866325920109587 0.0020703241831239593 -0.0049620699764675105 0.0062230792154496766 0.0026909626660853721 -0.0095087642015790827 0.012907336569603968 -0.023411851498052614 0.009395403608701133 0.013487040295591278 0.0018363298904296283 0.0052804868710981737 0.0064747932023904269 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0.00452854 -0.000433883 0.00894958 0.000150177 -0.00866407 0.0118589 0.00948199 0.000745427 0.00536123 0.0045552 0.011496 0.00776664 0.00517755 -0.00443534 internal_weight=0 28021.3 33832.6 5719.3 1568.38 4150.92 4387.99 988.291 29444.6 3399.7 22302 677.981 890.395 2831.99 969.356 3947.07 2398.31 1834.91 1752.62 1625.28 900.911 1862.64 467.533 87.586 1791.47 1341.83 379.947 449.638 1226.99 1564.79 internal_count=734512 151625 582887 28969 9290 19679 44900 10842 537987 34058 122656 2976 6314 13083 4909 59972 12382 15422 7297 13380 10400 8174 2075 376 8845 6517 1699 2328 5903 18636 is_linear=0 shrinkage=0.01 Tree=145 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 1 1 10 2 1 6 10 1 1 6 10 10 1 0 2 1 10 10 0 2 2 1 1 1 10 split_gain=23881.7 2892.85 2079.53 911.12 609.823 1471.61 879.049 817.23 585.934 473.609 384.352 383.213 340.835 306.962 257.274 225.018 222.045 228.589 212.236 192.228 174.77 210.892 168.645 164.566 153.697 147.215 123.527 127.103 128.06 117.326 threshold=3.1750000000000003 -32.499999999999993 30.500000000000004 3.1750000000000003 6.0550000000000006 -71.499999999999986 -11.499999999999998 3.8450000000000002 0.010811126694717151 -37.499999999999993 1.5000000000000002 4.2350000000000012 -361.49999999999994 -1.0000000180025095e-35 1.5000000000000002 6.9850000000000012 2.3250000000000006 -3.4999999999999996 1.0000000180025095e-35 0.025978407557354904 -60.499999999999993 6.2550000000000008 2.7050000000000005 1.0000000180025095e-35 0.010811126694717151 0.05298245614035086 -265.49999999999994 -124.49999999999999 -146.49999999999997 4.9050000000000011 decision_type=10 8 2 8 10 8 10 10 2 8 2 10 10 8 2 10 10 8 2 2 8 10 10 2 2 2 10 10 10 10 left_child=1 3 4 22 7 10 15 12 9 23 26 13 -2 -4 -10 20 -3 -18 25 -13 -7 -22 -1 -9 -14 -5 -6 28 -28 -11 right_child=2 16 11 18 5 6 -8 8 14 29 -12 19 24 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.001767229283208104 0.0048625374715762495 0.011897997129073908 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1216.7455878406763 11096.400777429342 130.32378198206425 264.31142796203494 1753.780286449939 1225.7377301827073 1330.0567043051124 1473.2973460257053 317.16514291241765 145.73209599778056 173.76133311539888 941.01916109025478 leaf_count=13809 9218 61197 17085 2064 1472 1986 6408 8608 101997 4203 35781 7336 3749 4943 120057 9341 1761 25793 6879 209179 1491 2044 19052 11925 16469 10785 3441 1079 3058 12302 internal_value=0 0.00860541 -0.00452977 0.00302824 -0.00293946 7.2927e-05 0.00571049 -0.00368703 -0.00448583 -0.000953314 -0.00477538 -0.00776828 0.00102855 -0.00327746 -0.00537987 0.00793325 0.0110681 0.00923686 0.00700281 -0.00840999 0.0033323 -0.00112214 -0.000524976 0.00178081 -0.00180011 0.00484925 0.000892766 -0.00130027 -0.00373468 -0.00557608 internal_weight=0 21062.2 40377.4 6451.54 27079.6 5384.06 2489.41 21695.5 18552.8 3747.13 2894.66 13297.8 3142.77 1662.58 14805.6 2183.85 14610.6 4556.44 3045.21 11635.2 714.968 394.635 3406.33 2354.54 1808.49 1828.47 846.481 636.659 490.926 1392.59 internal_count=734512 141340 593172 52589 354629 66101 21270 288528 259092 37038 44831 238543 29436 22028 222054 14862 88751 27554 19728 216515 5521 3535 32861 20533 20218 12849 9050 7578 6499 16505 is_linear=0 shrinkage=0.01 Tree=146 num_leaves=31 num_cat=0 split_feature=10 6 10 10 10 10 5 10 5 6 10 0 3 3 3 5 3 6 10 0 10 10 3 10 10 6 3 5 6 6 split_gain=23505.8 1933.13 1483.85 713.232 876.416 537.438 612.912 480.23 420.373 330.788 255.791 215.642 205.54 196.153 236.662 195.944 169.21 166.386 161.436 155.774 131.848 140.451 127.12 119.394 319.223 210.952 112.356 104.586 102.612 101.923 threshold=3.3550000000000004 30.500000000000004 2.6550000000000007 5.5950000000000006 8.4000000000000021 6.9850000000000012 1.5000000000000002 4.495000000000001 5.5000000000000009 16.500000000000004 4.2350000000000012 1.0000000180025095e-35 0.41083659491193741 0.99938118811881205 0.16749174917491746 1.5000000000000002 0.97156334231805941 1.5000000000000002 2.6550000000000007 1.0000000180025095e-35 8.2700000000000014 7.995000000000001 0.72509541984732839 4.995000000000001 4.9850000000000012 17.500000000000004 0.94469928644240586 2.5000000000000004 1.5000000000000002 1.5000000000000002 decision_type=10 2 10 10 10 10 10 10 10 2 10 2 2 2 2 10 2 2 8 2 10 10 2 10 10 2 2 10 2 2 left_child=2 3 9 7 5 12 20 11 -6 18 -3 27 15 14 19 -5 -12 -4 -1 -9 21 -7 -11 24 29 -26 -14 -2 -25 -16 right_child=1 10 17 4 8 6 -8 13 -10 22 16 -13 26 -15 23 -17 -18 -19 -20 -21 -22 -23 -24 28 25 -27 -28 -29 -30 -31 leaf_value=0.0088386957987970135 -0.0023201292497356547 -0.0037759698699033734 0.0054495432079073002 0.0047724995124109664 -0.0076107736762759028 0.0015202514131262476 0.0094940466018890775 0.00030290578144593245 0.0099916791216541588 0.0073208667083654658 -0.0086438289253517892 0.0016008013370489359 -0.0039189736299920803 -0.00046379829953181035 -0.0041522163310270307 -0.0026742428026053874 -0.002732208151421361 0.0021774471706381142 0.011051884999315358 -0.0046312642695896904 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internal_value=0 -0.00474222 0.00812067 -0.00316473 -0.000491983 0.0016147 0.00598294 -0.00419684 -0.00626774 0.00972898 -0.00790437 -0.00141339 -0.000716452 -0.00512182 -0.00542261 0.00203231 -0.00838474 0.00400724 0.0102483 -0.00281367 -0.00352242 -0.00524937 0.00577838 -0.00611239 -0.00470235 0.00390488 -0.00288934 -0.00295114 -0.0069265 -0.00567654 internal_weight=0 38753.5 22429.4 25855.2 7202.83 5277.78 1836.48 18652.4 1925.05 16124.7 12898.3 4652.4 3441.3 14000 13150.8 1519.32 11553.9 6304.62 14251.5 2749.92 495.377 445.462 1873.23 10400.9 3807.05 387.08 1921.98 3080.71 6593.81 3419.97 internal_count=734512 580087 154425 344966 90728 57209 16384 254238 33519 103144 235121 52083 40825 202155 194179 14159 216515 51281 89093 30659 7255 6986 14051 163520 55231 4017 26666 38035 108289 51214 is_linear=0 shrinkage=0.01 Tree=147 num_leaves=31 num_cat=0 split_feature=6 47 47 3 28 28 2 2 4 2 3 3 4 6 6 6 6 6 3 3 3 3 2 6 2 6 3 3 2 6 split_gain=9053.53 3350.07 1132.63 949.1 647.748 569.034 427.43 401.644 596.359 350.098 337.769 257.702 216.843 208.186 191.748 176.413 158.854 155.243 131.159 129.578 119.249 117.969 212.381 107.64 106.471 101.78 92.6518 134.461 114.868 92.3514 threshold=3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.091553836234687255 0.088365434669442952 26.500000000000004 0.71068484464172488 0.51271277741865984 0.48850422832980972 23.500000000000004 24.500000000000004 34.500000000000007 1.5000000000000002 23.500000000000004 1.5000000000000002 0.9740215924426453 0.33489096573208726 0.78598691384950936 0.50117370892018787 0.50151515151515158 332.50000000000006 0.010811126694717151 1.5000000000000002 0.66536458333333337 0.76506899055918665 0.24156877605153468 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 8 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 4 -4 13 10 7 8 17 12 11 15 -8 16 -5 19 -2 -3 -16 -1 -18 22 -14 -15 -7 -10 -23 28 -28 -12 right_child=2 6 3 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2353.1701480560005 4419.0341252312064 3672.202220428735 1459.61419871822 4485.8116326220334 9294.2058120258152 586.46960915252566 36.64529224857688 427.87021972984076 444.42275876551867 897.26343653351068 156.18400144204497 1317.8903885707259 1536.5258578360081 648.12687318772078 621.78173425793648 594.64828993007541 163.38213647529483 834.86928332597017 1300.6396586075425 158.83615285158157 leaf_count=44745 36796 9378 7047 109880 25185 2122 24340 3576 26824 20716 36566 24464 13964 55922 170218 5484 513 8053 6061 7758 769 18383 20082 10482 8675 6532 1297 12080 14844 1756 internal_value=0 0.00350078 -0.00423714 -0.00577967 -0.00159474 0.00663611 0.000279475 0.00245736 0.00165082 -0.000920125 0.00707079 0.00799614 -0.00189622 -0.000573334 -0.00632584 0.00695321 0.00124963 -0.00437135 -0.00722906 0.00738957 0.0100835 -0.00110029 0.000367171 -0.00187226 -0.00115192 0.00351539 -0.00231594 -0.00110409 0.000722215 0.00477804 internal_weight=0 33169.5 27788 17545.5 10242.4 16809.1 16360.4 5810.82 5311 10549.6 15920.5 11342.6 8196.42 8792.05 16628.6 7670.42 3658.11 1255.62 9738.63 7083.95 192.829 6612.92 2996.14 5133.94 888.578 4055.38 3616.78 2298.89 1464.02 4577.87 internal_count=734512 311639 422873 293206 129667 131570 180069 54363 50787 125706 120773 82451 104990 104482 286159 57987 38078 17431 176279 52503 1282 80650 34046 66404 10797 33356 46604 28221 16141 38322 is_linear=0 shrinkage=0.01 Tree=148 num_leaves=31 num_cat=0 split_feature=1 2 0 2 0 5 1 5 2 1 1 2 47 5 1 1 2 2 2 2 1 5 5 2 5 2 5 2 2 2 split_gain=9969.98 1735.75 1536.79 1277.8 999.055 843.938 397.296 387.907 276.526 270.355 528.227 176.023 160.154 145.557 144.547 167.138 310.785 685.215 264.139 110.108 106.615 101.28 98.9897 92.5421 240.671 168.618 161.583 112.541 193.201 88.3374 threshold=-1.0000000180025095e-35 0.010811126694717151 1.0000000180025095e-35 0.98728813559322048 1.0000000180025095e-35 2.5000000000000004 -9.4999999999999982 2.5000000000000004 0.74443344878772899 -123.49999999999999 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431.85456567630172 7550.6647001057863 leaf_count=11344 49100 126021 4445 10619 47397 17546 6121 95458 16248 37777 15859 3890 36145 6357 17188 11113 48929 3563 3924 604 2725 1787 1024 20515 1239 12172 6686 3312 3046 112358 internal_value=0 -0.0031016 -0.00407401 -0.00495604 0.0053046 0.0037623 0.00139275 -0.0055062 0.004513 0.00152659 -0.00129001 0.00386961 0.00219525 0.00821625 -0.00489449 -0.00424424 -0.00400961 -0.000140481 0.00693198 -0.00597159 0.000217843 0.00350699 0.00445087 0.0040868 0.00336895 -0.000769178 0.00528682 0.00762034 0.00465317 -0.00466023 internal_weight=0 38568 31871.6 27443.7 22247.6 14543.8 4427.86 25768.6 13256.4 6696.4 2258.51 11061.3 4131.34 7703.8 20638.3 12869.2 12345.9 1777.18 773.591 7769.09 277.166 1675.16 905.908 10742.9 6721.91 1162.41 4020.99 1707.37 730.996 10568.7 internal_count=734512 545980 481000 434289 188532 133754 46711 421883 116208 64980 27203 99960 40590 54778 326425 197075 185962 24675 7487 129350 3329 12406 7381 96070 62511 13411 33559 13044 6358 161287 is_linear=0 shrinkage=0.01 Tree=149 num_leaves=31 num_cat=0 split_feature=10 6 10 10 10 10 5 10 6 5 10 6 6 10 5 0 10 10 10 10 38 4 10 0 10 6 5 6 10 0 split_gain=22823.5 2003.57 981.826 596.614 1172.66 779.635 412.033 380.688 278.803 254.901 482.662 252.592 221.773 163.324 148.579 141.012 140.395 123.083 167.994 232.438 107.266 92.1055 88.9033 87.9288 89.8192 85.0482 83.6892 83.5886 158.548 82.334 threshold=3.1750000000000003 30.500000000000004 2.2150000000000003 6.0550000000000006 8.4000000000000021 3.8450000000000002 5.5000000000000009 4.2350000000000012 1.5000000000000002 1.5000000000000002 6.9850000000000012 30.500000000000004 11.500000000000002 2.8350000000000004 1.5000000000000002 1.0000000180025095e-35 6.2750000000000012 4.5750000000000011 5.3350000000000009 5.3450000000000006 1.0000000180025095e-35 29.500000000000004 6.6150000000000011 1.0000000180025095e-35 4.4750000000000005 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 8.8300000000000018 1.0000000180025095e-35 decision_type=10 2 10 10 10 10 10 10 2 10 10 2 2 10 10 2 10 10 10 10 2 10 10 2 10 2 10 2 10 2 left_child=2 3 11 5 9 15 27 -3 17 12 16 29 -5 -4 -10 -2 -11 23 20 -20 -19 -13 25 -7 -25 -18 -15 28 -6 -1 right_child=1 7 13 4 6 8 -8 -9 14 10 -12 21 -14 26 -16 -17 22 18 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.009681519920627428 -0.00072962446051916762 -0.0031829854744897914 0.0068800999148963624 0.0029600152434082865 0.012184879984238789 -0.0027969077443421304 0.0099046798801062114 -0.0083291848652850657 -0.0047586448321297846 -0.0063503263997845795 0.0094180278850351674 0.0090217189584179992 -0.0057886787592610536 0.0041677623098772846 -0.0075395436638146978 0.0036164133517918519 0.0087504709880906403 -0.0048396052999513765 0.0094392372343526619 -0.0024468586464817558 0.00895040589340175 0.0031342561171824198 -0.003165010802493875 -0.00065310129031181398 0.0067668998756843617 -0.0044923522187898749 -0.0042657236445361969 -0.008193250109981327 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0.000973078 -0.000686416 -0.00331578 -0.00385711 -0.00144936 -0.00470968 0.00546924 0.0026904 -0.00107883 0.00150534 0.00599194 0.00386056 -0.00754649 -0.000163687 0.010446 internal_weight=0 39850.8 20814.2 26834.5 5309.3 21525.2 1897.21 13016.3 18392.1 3412.08 2061.98 13615.1 1350.1 7199.15 8227.86 3133.04 734.057 10164.3 8183.79 2140.04 6043.75 1110.38 459.878 1980.47 790.887 294.069 3352.34 1750.59 141.005 12504.7 internal_count=734512 593172 141340 354629 66101 288528 33519 238543 259092 32582 17448 87064 15134 54276 128570 29436 8319 130522 108344 26138 82206 8548 4270 22178 7180 2242 27396 32717 1830 78516 is_linear=0 shrinkage=0.01 Tree=150 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 1 1 10 10 6 1 1 6 10 1 10 6 1 10 10 5 1 1 10 1 10 10 10 5 1 split_gain=22443.5 2859.56 1986.4 872.646 585.838 1392.62 833.041 767.749 379.804 369.934 320.873 298.039 276.003 225.148 223.601 216.409 190.178 169.919 207.609 158.513 148 126.336 127.441 121.256 257.708 198.944 188.813 231.755 123.771 118.712 threshold=3.1750000000000003 -32.499999999999993 30.500000000000004 3.1750000000000003 6.0550000000000006 -71.499999999999986 -11.499999999999998 3.8450000000000002 4.2350000000000012 1.5000000000000002 -361.49999999999994 -1.0000000180025095e-35 1.5000000000000002 2.3250000000000006 -3.4999999999999996 6.9850000000000012 36.500000000000007 -60.499999999999993 6.2550000000000008 2.7050000000000005 1.5000000000000002 -64.499999999999986 -65.499999999999986 4.5750000000000011 -380.49999999999994 4.9450000000000012 5.3350000000000009 5.3450000000000006 1.5000000000000002 -265.49999999999994 decision_type=10 8 2 8 10 8 10 10 10 2 10 8 2 10 8 10 2 8 10 10 10 10 10 10 10 10 10 10 10 10 left_child=1 3 4 19 7 9 15 10 11 29 -2 -4 23 -3 -15 17 -5 -7 -19 -1 -14 22 -18 -9 25 -25 -26 -28 -29 -6 right_child=2 13 8 16 5 6 -8 12 -10 -11 -12 -13 20 14 -16 -17 21 18 -20 -21 -22 -23 -24 24 26 -27 27 28 -30 -31 leaf_value=0.0016136762465531627 0.0046881095308469031 0.011739086022339836 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263.91597623378038 1753.279635488987 3039.3757020197809 70.381377167999744 139.68374517560005 612.26874803751707 4454.7133610621095 1397.4091689921916 162.73958290368319 918.67028875276446 616.49695118144155 630.44593434408307 leaf_count=13809 9218 61197 17085 16736 1472 1986 6408 22178 216515 35781 20218 4943 76392 1761 25793 9341 865 1491 2044 19052 52178 432 1695 6502 62557 18787 1062 10345 9091 7578 internal_value=0 0.00840048 -0.00443239 0.00286477 -0.00287695 0.0001041 0.00562814 -0.00361143 -0.00764987 -0.0046623 0.000963345 -0.00315686 -0.00439319 0.0108894 0.00903862 0.00778452 0.00677287 0.00327055 -0.0011276 -0.000603977 -0.00575815 -0.000657877 -0.00412745 -0.00329031 -0.00382866 -0.00693768 -0.00281313 2.43887e-05 -0.0011785 0.000907681 internal_weight=0 20754.5 39691.5 6437.24 26756.5 5289.16 2449.87 21467.3 12935 2839.29 3133.04 1642.51 18334.3 14317.2 4504.71 2155.15 3026.92 711.465 393.088 3410.32 8193.59 309.238 238.857 10140.7 8162.3 2009.68 6152.62 1697.91 1535.17 839.733 internal_count=734512 141340 593172 52589 354629 66101 21270 288528 238543 44831 29436 22028 259092 88751 27554 14862 19728 5521 3535 32861 128570 2992 2560 130522 108344 25289 83055 20498 19436 9050 is_linear=0 shrinkage=0.01 Tree=151 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 1 1 10 2 1 10 6 1 1 6 10 1 10 0 2 1 10 0 10 2 2 10 10 10 10 split_gain=22087.3 2835.79 1969.66 856.715 575.295 1370.34 820.372 755.831 556.821 469.262 377.989 365.471 314.565 293.6 246.843 227.067 220.309 213.747 205.897 194.119 166.912 204.333 160.67 155.518 145.802 143.862 117.974 127.843 113.837 112.741 threshold=3.1750000000000003 -32.499999999999993 30.500000000000004 3.1750000000000003 6.0550000000000006 -71.499999999999986 -11.499999999999998 3.8450000000000002 0.010811126694717151 -37.499999999999993 4.2350000000000012 1.5000000000000002 -361.49999999999994 -1.0000000180025095e-35 1.5000000000000002 2.3250000000000006 -3.4999999999999996 6.9850000000000012 1.0000000180025095e-35 0.025978407557354904 -60.499999999999993 6.2550000000000008 1.0000000180025095e-35 2.7050000000000005 0.010811126694717151 0.05298245614035086 8.8300000000000018 8.3400000000000016 4.9050000000000011 6.8650000000000011 decision_type=10 8 2 8 10 8 10 10 2 8 10 2 10 8 2 10 8 10 2 2 8 10 2 10 2 2 10 10 10 10 left_child=1 3 4 23 7 11 17 12 9 22 13 26 -2 -4 -10 -3 -17 20 25 -12 -7 -22 -9 -1 -14 -5 27 -6 -11 -13 right_child=2 15 10 18 5 6 -8 8 14 28 19 29 24 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0015967866337947413 0.0046418950399594559 0.01169618631182962 -0.0062389366756434583 0.010376330260824174 0.00055487952893748266 0.0086317122620841822 -0.010131367669041689 0.0045229464894462456 -0.0039444254680334415 -0.0014164643384877319 -0.002369395777533246 -0.0015214736172156798 0.0029534435923873467 0.0026402527964279354 -0.006550181842082046 -0.0016437728318605366 0.0094403611183039669 0.009948572670650432 0.009931699343466582 -0.0085704964262003983 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31384 internal_value=0 0.00835019 -0.00440628 0.00283878 -0.00285684 0.000103419 0.00559386 -0.00358535 -0.00436309 -0.000918947 -0.00762219 -0.00463401 0.000954275 -0.00313453 -0.00524768 0.0108393 0.0089784 0.00773171 0.00671455 -0.00827753 0.0032434 -0.00111803 0.00180146 -0.000598265 -0.00177004 0.00459723 0.000898871 0.00222261 -0.00553753 -0.00696962 internal_weight=0 20671.2 39528.7 6431.21 26676.1 5268.4 2440.26 21407.7 18276.5 3734.85 12852.6 2828.14 3131.17 1637.73 14541.7 14240 4489.65 2148.21 3022.69 11214.9 710.243 392.524 2350.42 3408.52 1800.79 1822.94 839.478 746.409 1384.43 1988.66 internal_count=734512 141340 593172 52589 354629 66101 21270 288528 259092 37038 238543 44831 29436 22028 222054 88751 27554 14862 19728 216515 5521 3535 20533 32861 20218 12849 9050 7259 16505 35781 is_linear=0 shrinkage=0.01 Tree=152 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 1 1 2 10 1 10 10 1 10 1 10 1 1 10 0 0 1 1 2 1 1 5 2 0 0 split_gain=21741 3250.08 1835.87 1015.58 682.516 938.653 828.017 466.662 373.76 332.853 326.011 282.346 444.071 414.033 279.612 252.59 228.263 223.488 219.985 219.197 215.478 211.369 203.725 193.494 161.324 160.591 147.936 145.944 143.242 141.625 threshold=3.3550000000000004 -31.499999999999996 30.500000000000004 3.3550000000000004 5.5950000000000006 -71.499999999999986 -59.499999999999993 1.0000000180025095e-35 4.495000000000001 -361.49999999999994 2.3250000000000006 8.4000000000000021 -268.49999999999994 8.1200000000000028 -37.499999999999993 4.2350000000000012 -31.499999999999996 -11.499999999999998 4.3950000000000005 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -123.49999999999999 0.025978407557354904 -56.499999999999993 -239.49999999999997 3.5000000000000004 0.05298245614035086 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=10 8 2 8 10 10 10 2 10 10 10 10 10 10 8 10 10 10 10 2 2 8 10 2 10 8 10 2 2 2 left_child=1 3 4 19 7 11 -7 14 9 28 -3 13 -13 22 29 21 -12 24 -16 -1 27 -4 25 -17 -8 -6 -24 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37919.7 7371.25 25459.1 7063.14 2419.75 18396 14611.1 3652.72 14661.2 4643.38 1447.22 3196.16 3784.84 12460.6 5087.11 888.62 1479.95 4251.9 3119.35 1323.12 2927.28 11137.5 587.787 2336.45 590.829 1845.58 1450.28 2304.89 internal_count=734512 154425 580087 62373 344966 90728 23251 254238 216955 44065 92052 67477 26453 41024 37283 235121 31564 12733 16852 42033 20340 18606 39519 216515 6096 33135 6384 12993 12442 20431 is_linear=0 shrinkage=0.01 Tree=153 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 11 11 11 11 1 11 2 1 2 1 1 11 11 38 1 2 11 11 2 1 11 11 11 2 split_gain=59669.2 2680.73 1711.47 437.831 204.208 190.381 153.074 134.844 113.358 103.564 80.4608 44.5138 32.575 32.3077 22.458 63.5582 113.776 22.246 21.5097 21.1111 21.0242 20.9501 20.1835 19.7832 19.0565 18.9524 16.6106 16.5866 14.8486 14.7104 threshold=0.044676627963781308 0.92614999413490307 0.0009053001122083001 -390.49999999999994 -390.49999999999994 0.49114476144313818 5.9105306718265645e-05 0.007890905253589103 0.9982588291168214 0.49114476144313818 -8.4999999999999982 0.1800593510270119 0.13660287081339714 -351.49999999999994 0.95209409064830763 -57.499999999999993 -56.499999999999993 0.010294413659721552 0.98303884267807018 1.0000000180025095e-35 -32.499999999999993 0.54182569974554717 0.6303343176841737 0.00020295658032405003 0.74443344878772899 -122.49999999999999 0.99991196393966686 6.1522598571173157e-06 0.12629276514053342 0.98728813559322048 decision_type=2 2 2 10 10 2 2 2 2 2 8 2 2 10 2 10 10 2 2 2 8 2 2 2 2 10 2 2 2 2 left_child=2 3 6 9 17 11 27 12 10 24 14 19 -6 -8 -3 -16 -17 -4 -12 -5 -10 25 -7 -15 28 -9 -22 -1 -2 -11 right_child=1 8 4 5 7 22 13 21 20 29 18 -13 -14 23 15 16 -18 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010466665230517331 -0.004295446817823477 0.01223419380418842 -0.0085684311452169214 0.0032307661266171486 -0.0015807740137999144 0.0070988619835078417 -0.0097725109400378461 -0.0012606575715594644 0.013382308717811786 0.0028673589709600016 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477.51406820118427 50.776887789368629 leaf_count=401225 2360 7237 7062 6990 4906 1771 13984 2569 25157 2999 1756 5346 17898 23687 770 70 97 3780 3153 46 5435 2818 5526 22301 688 5867 78981 76790 3002 241 internal_value=0 0.0109181 -0.00915764 0.00479879 -0.00329311 0.00650208 -0.0100543 -0.00211639 0.0125311 0.000261671 0.0106495 0.00466067 -0.00382923 -0.00820031 0.0118593 0.00861969 -0.00295535 -0.00731363 0.00826276 0.0033318 0.0128114 0.000241329 0.00901204 -0.00766609 -0.00193805 0.000937153 0.0126146 -0.0103467 -0.00252739 0.00330624 internal_weight=0 27158.6 32547.4 5665.51 4316.33 4119.14 28231.1 3339.05 21493.1 1546.37 2786.5 2376 1934.02 3846.59 1849.15 191.791 38.0313 977.277 937.346 1223.13 18706.6 1405.03 1743.13 2871.04 897.744 1060.63 13909.8 24384.5 771.509 648.627 internal_count=734512 151625 582887 28969 44900 19679 537987 34058 122656 9290 13083 12382 22804 59972 8174 937 167 10842 4909 7036 109573 11254 7297 45988 6050 8436 84416 478015 5362 3240 is_linear=0 shrinkage=0.01 Tree=154 num_leaves=31 num_cat=0 split_feature=11 11 11 11 47 11 47 11 11 47 28 47 28 5 6 5 5 6 4 6 38 11 2 18 11 6 2 47 2 18 split_gain=58860.3 2681.39 1712.3 288.892 176.938 154.295 147.861 116.551 113.355 78.6806 50.0836 47.648 39.314 36.849 36.0538 35.8716 35.5872 32.7626 35.8234 39.7352 31.7079 29.9458 29.6813 29.4867 28.3901 28.005 27.2656 25.9974 25.4747 25.3752 threshold=0.044676627963781308 0.92614999413490307 0.0009053001122083001 0.49114476144313818 1.0000000180025095e-35 5.9105306718265645e-05 1.0000000180025095e-35 0.9982588291168214 0.007890905253589103 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 2.5000000000000004 2.5000000000000004 161.50000000000003 26.500000000000004 12.500000000000002 1.0000000180025095e-35 0.010294413659721552 0.48846085567193326 1.0000000180025095e-35 0.1800593510270119 31.500000000000004 0.13660287081339714 1.0000000180025095e-35 0.066767983789260368 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 10 10 2 10 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 5 4 10 -1 12 11 26 14 20 -3 21 17 29 -11 -10 18 19 -6 22 -4 -2 -24 -20 -14 -8 -7 -21 -5 right_child=1 7 6 9 13 27 8 -9 16 15 -12 -13 25 -15 -16 -17 -18 -19 24 28 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010338293899897315 -0.0028570197121168019 0.0090412062124470925 -0.0080567264172910352 0.0057735072426233361 -0.00076992015012901502 -0.0093755326822575341 -0.0015525190196620478 0.012771563992668352 0.00087237443862238253 0.009292192813561603 0.0051163928110654075 0.011693397049868002 0.00077254314961597336 0.00058144842553397918 0.002004095093348977 0.0044343508344805533 -0.0044346088431131614 -0.00054965212004645539 0.0045695518377490965 0.013055843403820461 0.012354175023090462 -0.0047731029981131811 -0.00023169170079819182 0.0084328753379540877 0.007307546044100546 -0.0078419650417172887 -0.0044308498833877646 -0.007608330854683815 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threshold=0.044676627963781308 0.92614999413490307 0.0009053001122083001 0.49114476144313818 1.0000000180025095e-35 5.9105306718265645e-05 1.0000000180025095e-35 0.9982588291168214 0.007890905253589103 1.0000000180025095e-35 1.0000000180025095e-35 0.84240094618568906 26.500000000000004 1.5000000000000002 117.50000000000001 0.0038593490608036002 3.5000000000000004 3.5000000000000004 2.5000000000000004 2.5000000000000004 0.51835016835016845 1.0000000180025095e-35 0.13660287081339714 0.19895833333333332 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 450.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 10 10 2 2 2 2 10 10 2 2 2 2 2 2 2 10 2 2 left_child=2 3 5 4 17 -1 15 10 22 16 -3 12 23 14 -14 -4 26 20 -11 -10 -2 -22 -8 -6 -7 -17 -5 -18 -24 -12 right_child=1 7 6 9 11 24 8 -9 19 18 29 -13 13 -15 -16 25 27 -19 -20 -21 21 -23 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01032986755097989 0.0024856276697038829 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internal_count=734512 151625 582887 28969 18432 537987 44900 122656 30020 10537 13083 10761 8957 7668 5242 14880 4123 7671 6414 9864 4358 1702 20156 1289 59972 8501 2726 1397 15671 7171 is_linear=0 shrinkage=0.01 Tree=156 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 1 1 10 2 1 10 6 1 1 6 5 10 1 2 6 10 2 2 1 1 10 10 10 10 5 split_gain=20583.3 2705.89 1879.82 796.12 530.992 1270.39 765.152 703.767 527 443.35 364.16 346.32 288.102 274.186 241.534 238.821 227.241 206.651 192.502 176.663 146.891 136.233 128.831 120.432 123.319 111.753 118.723 110.14 109.003 100.716 threshold=3.1750000000000003 -32.499999999999993 30.500000000000004 3.1750000000000003 6.0550000000000006 -71.499999999999986 -59.499999999999993 3.8450000000000002 0.010811126694717151 -37.499999999999993 4.2350000000000012 1.5000000000000002 -361.49999999999994 -1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 2.3250000000000006 -3.4999999999999996 0.025978407557354904 36.500000000000007 2.7050000000000005 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361.739 246.331 163.706 133.107 131.394 161.463 284.462 608.773 233.699 107.031 105.84 101.58 96.8653 92.2822 89.2679 134.211 88.2151 85.3564 83.6406 79.9584 129.58 109.238 threshold=-1.0000000180025095e-35 0.010811126694717151 1.0000000180025095e-35 0.98728813559322048 1.0000000180025095e-35 2.5000000000000004 24.500000000000004 2.5000000000000004 -9.4999999999999982 0.74443344878772899 0.66751700680272119 1.5000000000000002 -92.499999999999986 -8.4999999999999982 0.12560679611650488 0.088365434669442952 0.091553836234687255 0.79361054766734285 1.0000000180025095e-35 -361.49999999999994 2.5000000000000004 8.5000000000000018 0.23845060412224586 0.25092592592592594 5.5000000000000009 0.32663164275611234 -67.499999999999986 0.35493414773811799 3.5000000000000004 0.24536878216123498 decision_type=8 2 2 2 2 10 8 10 10 2 2 10 10 10 2 2 2 2 2 10 10 10 2 2 10 2 10 2 10 2 left_child=1 6 3 7 5 9 -1 12 22 10 -2 -6 17 14 15 -14 -17 -3 20 -19 -8 -13 -4 -24 -5 -16 -20 28 29 -7 right_child=4 2 8 24 11 27 18 -9 -10 -11 -12 21 13 -15 25 16 -18 19 26 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.004513128265434695 0.0039007560368308175 -0.0059822785598196149 -0.0025467672212074266 0.0022437740851653106 0.0084043746208013591 -0.0085926690329896326 0.0052914462932317895 -0.0078097033345001145 -0.0097098980555647505 0.0074404688198168797 -0.0035168973571322948 0.0027275251451717385 -0.0053003735519498042 -0.0097046514185662267 -0.0059177518149986135 0.011093466249862061 -0.00061947869069981312 0.0096785100115803352 7.8803265379709931e-05 -0.0036519087557011971 -0.0022967098858632448 0.01125936827506306 0.0094048384637782905 0.0020682965400504981 0.0084235173728312573 -0.0038851270435823156 0.003586519200107659 -0.0064525571983039551 -0.0054512376343430358 0.0070558982486168906 leaf_weight=1426.2596556246281 10303.237516894937 7137.5417202785611 369.75158737227321 1356.5708862133324 6471.6959059722722 56.290698118507862 2194.0836561769247 4841.236777741462 275.50220623239875 2092.8508955538273 306.37843775376678 715.95035900175571 953.76233222708106 487.35367114469409 2888.5504121743143 466.02015741169453 268.4795325435698 82.585603807121515 1368.9334376677871 185.701749201864 182.19664850831032 154.0530834197998 269.21703884005547 3378.4179221354425 278.40020813792944 7254.6681873612106 1350.3151899464428 616.14570631086826 341.24982673302293 214.96425320208073 leaf_count=21049 96070 126021 5048 10619 47397 820 17126 95458 6121 16248 3890 6357 17188 11113 48929 3563 3924 604 13394 2725 2235 1024 1995 33547 1787 112358 11176 9524 5327 1875 internal_value=0 -0.00295686 -0.00390752 -0.00477304 0.00507501 0.00358061 0.00148814 -0.00531007 0.001375 0.00430505 0.00368655 0.00791068 -0.00469656 -0.00406373 -0.00383138 -3.07032e-05 0.00681207 -0.0057492 0.00316792 0.00045153 0.00470964 0.00423827 0.00213518 0.00260978 0.00329605 -0.00446397 0.00182065 -0.00390906 -0.00135045 0.00380852 internal_weight=0 37015.5 30493.8 26200.9 21272.8 13931.1 6521.79 24565.9 4292.89 12702.5 10609.6 7341.7 19724.7 12318.8 11831.5 1688.26 734.5 7405.83 5095.53 268.287 2376.28 870.003 4017.39 3647.63 1634.97 10143.2 2719.25 1228.65 612.505 271.255 internal_count=734512 545980 481000 434289 188532 133754 64980 421883 46711 116208 99960 54778 326425 197075 185962 24675 7487 129350 43931 3329 19361 7381 40590 35542 12406 161287 24570 17546 8022 2695 is_linear=0 shrinkage=0.01 Tree=158 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 11 11 11 11 1 11 6 3 1 6 3 6 0 2 2 1 1 3 6 6 11 11 3 11 split_gain=56712.8 2648.28 1714.6 431.458 204.165 181.82 156.918 130.449 120.026 96.602 81.0193 59.4475 39.3919 33.2103 33.2 32.0571 29.1183 30.3972 26.3067 24.892 23.8584 65.5189 109.107 23.2309 22.6623 22.0129 21.8939 20.992 20.8695 20.2115 threshold=0.044676627963781308 0.92614999413490307 0.0009053001122083001 -390.49999999999994 -390.49999999999994 0.6303343176841737 5.9105306718265645e-05 0.0048335506580769504 0.9982588291168214 0.49114476144313818 -8.4999999999999982 0.1800593510270119 450.50000000000006 0.94754041967664271 -351.49999999999994 97.500000000000014 0.51623445076955521 3.5000000000000004 1.0000000180025095e-35 0.05298245614035086 0.98728813559322048 -57.499999999999993 -56.499999999999993 0.51623445076955521 29.500000000000004 423.50000000000006 0.010294413659721552 0.023589946329593603 0.87439320388349528 0.00020295658032405003 decision_type=2 2 2 10 10 2 2 2 2 2 8 2 2 2 10 2 2 2 2 2 2 10 10 2 2 2 2 2 2 2 left_child=2 3 6 9 26 11 -1 19 10 16 12 28 20 27 -8 -13 17 -2 -11 -6 -3 24 -23 -12 -22 -7 -4 -9 -5 -16 right_child=1 8 4 5 7 25 14 13 -10 18 23 15 -14 -15 29 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0103164109756641 0.0009708976533500689 0.012170988972872693 -0.0085072731375615638 0.0026936536990026529 -0.0015878608832706552 0.0095435855425180481 -0.009726002145738679 -0.0013825911080649663 0.012667576847882609 0.0017046742065623865 0.0090813916660476852 0.0066370837709280551 -0.0039991666960126314 0.0036682370420128845 -0.0084495684839863382 0.0015800798556302935 -0.0040817978795811951 -0.0046240882593695061 0.0060197648467319662 -0.0048183649586057671 0.012953731499775094 -0.022053241845882726 0.012404390974981777 0.0056587842484640783 0.0020631512949346419 -0.0031797895175466819 -0.0054442759062587887 0.0011818749663738536 0.0062774992689893514 -0.0067483230039235391 leaf_weight=23534.855575952679 387.32507418096066 1627.6944566518068 567.8105242960155 1032.305344261229 296.84186446666718 1306.7822402864695 953.09680622071028 1156.3883353546262 18180.728285074234 437.58485326170921 633.07009761035442 1435.8900904878974 15.956844538450239 197.89079619944096 1343.0418039038777 137.34415677934885 378.67353547364473 129.59309320896864 208.64732265472412 1213.9169683679938 128.28583955764771 17.088939130306244 19.878550067543983 288.77267217636108 22.451470538973808 13.740895226597784 396.18956116959453 440.89855692535639 192.83827028423548 1454.7632892355323 leaf_count=478015 2115 7176 7062 6045 2902 5464 13984 10763 109573 2230 3477 6360 66 1332 23687 757 2932 1003 1010 15734 648 70 93 1432 121 62 3780 3327 991 22301 internal_value=0 0.010732 -0.00909155 0.00466356 -0.00319905 0.00635268 -0.0100137 -0.00201826 0.0123729 0.000151173 0.0104271 0.0049094 0.0116442 -0.000195978 -0.00811409 0.0061956 -0.00197508 -0.000431784 0.00309788 -0.00418362 0.0117817 0.00840584 -0.00352432 0.00800924 0.0113316 0.00941119 -0.00724843 -0.000674722 0.00325775 -0.00756498 internal_weight=0 26594.7 31555.7 5660.72 4269.94 4118.9 27285.8 3305.94 20933.9 1541.82 2753.2 2798.38 1831.36 1795.18 3750.9 1573.23 895.592 516.918 646.232 1510.76 1815.4 187.705 36.9675 921.843 150.737 1320.52 964 1597.29 1225.14 2797.81 internal_count=734512 151625 582887 28969 44900 19679 537987 34058 122656 9290 13083 14153 8174 15422 59972 7117 6050 3118 3240 18636 8108 932 163 4909 769 5526 10842 14090 7036 45988 is_linear=0 shrinkage=0.01 Tree=159 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 10 11 11 11 10 1 10 10 11 10 6 10 6 10 1 1 6 10 10 10 2 4 10 split_gain=55946.9 2648.52 1715.19 422.097 667.677 201.983 179.236 169.576 158.15 128.516 123.22 103.918 79.6595 233.357 72.9835 58.2396 51.9109 38.7838 33.2448 33.7436 32.4036 84.3922 168.057 31.3556 31.1103 31.0753 29.3221 28.9933 28.3814 27.0298 threshold=0.044676627963781308 0.92614999413490307 0.0009053001122083001 -390.49999999999994 2.9850000000000008 -390.49999999999994 0.6303343176841737 2.2150000000000003 5.9105306718265645e-05 0.0048335506580769504 0.9982588291168214 1.3650000000000004 -8.4999999999999982 3.6650000000000005 3.9650000000000003 0.1800593510270119 5.5250000000000012 450.50000000000006 5.4450000000000012 26.500000000000004 6.1150000000000011 -57.499999999999993 -53.499999999999993 97.500000000000014 5.7250000000000005 3.1250000000000004 5.285000000000001 0.74007874015748043 23.500000000000004 7.995000000000001 decision_type=2 2 2 10 10 10 2 10 2 2 2 10 8 10 10 2 8 2 8 2 10 10 10 2 10 10 8 2 8 10 left_child=2 3 8 4 11 7 15 -4 -1 26 12 -2 17 -14 -6 -5 -10 20 19 28 -3 -22 -23 -17 -16 -9 -7 -20 -11 -25 right_child=1 10 5 6 14 9 -8 25 16 18 -12 -13 13 -15 24 23 -18 -19 27 -21 21 22 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=-0.010308088386147215 0.011460310269374288 0.012464092964522144 0.005873673591229661 0.003220323429927147 -0.0013730989375423397 -0.0051716756989201298 0.0093235630217973209 -0.0042481280251818439 -0.0086929748272819227 -0.0050125137330680391 0.012629924894150019 0.0035321927187664985 0.010683555094903279 -0.0013504116469671465 -0.0081426877714808072 0.0065624296901330061 -0.0057813232866665626 -0.0039608993847389 0.0029554537769739915 -0.0039044116163229371 0.01147477921004225 -0.022655734434561037 0.0089771009995793065 0.00049493825605822247 0.0013280407749137668 -0.0093949064275434552 -0.0022387004585979241 -0.0034104005757085039 0.00047786494466286209 0.019973883151938002 leaf_weight=23319.39827472344 350.40130512416363 1365.7630598694086 89.714698322117329 1226.979180932045 280.9243056550622 984.19779173657298 1319.6092857569456 139.80341874063015 2952.447847340256 105.91582876443863 18053.218231528997 313.02505171298981 710.52962961792946 208.40367007255554 559.27636481076479 1437.6933654248714 772.54388718679547 15.949932143092154 440.18874296545982 315.56553339213133 358.95325589179993 23.054054975509644 61.862060561776161 129.91178180277348 36.977981217205524 729.21043832600117 521.46304478123784 85.431503191590309 847.69944182038307 7.5371147394180289 leaf_count=478015 1615 6088 442 7036 1490 12841 5526 901 48600 992 109573 1361 4017 892 4571 6360 11372 66 3417 3405 1650 94 276 721 253 9499 5795 516 7092 36 internal_value=0 0.010679 -0.00907352 0.0046156 0.000149767 -0.00317513 0.00628482 -0.00721561 -0.0100025 -0.00200144 0.0123298 0.00771958 0.0103557 0.00795439 -0.00557542 0.00485378 -0.00808911 0.0115644 -0.000194069 -0.00106992 0.0117012 0.00935398 0.000389036 0.00612618 -0.00755534 -0.00856691 -0.00415588 0.00192078 -0.000131939 0.00156308 internal_weight=0 26460.1 31303.6 5662.34 1540.61 4259.19 4121.73 958.729 27044.4 3300.46 20797.7 663.426 2744.52 918.933 877.179 2802.12 3724.99 1825.58 1794.8 1269.18 1809.63 443.869 84.9161 1575.14 596.254 869.014 1505.66 525.62 953.615 137.449 internal_count=734512 151625 582887 28969 9290 44900 19679 10842 537987 34058 122656 2976 13083 4909 6314 14153 59972 8174 15422 11489 8108 2020 370 7117 4824 10400 18636 3933 8084 757 is_linear=0 shrinkage=0.01 Tree=160 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 10 11 11 11 10 1 10 10 11 10 10 1 1 10 10 10 10 10 10 11 11 11 10 split_gain=55197.2 2646.23 1715.29 412.274 656.126 200.048 176.671 167.499 159.365 126.607 125.879 102.739 77.876 230.703 72.2673 57.0685 51.9269 35.0283 79.9171 165.173 32.5712 31.0967 30.7839 29.0237 26.4988 32.4754 24.4643 24.4398 24.3159 23.7386 threshold=0.044676627963781308 0.92614999413490307 0.0009053001122083001 -390.49999999999994 2.9850000000000008 -390.49999999999994 0.6303343176841737 2.2150000000000003 5.9105306718265645e-05 0.0048335506580769504 0.9982588291168214 1.3650000000000004 -8.4999999999999982 3.6650000000000005 3.9650000000000003 0.1800593510270119 5.5250000000000012 6.0750000000000011 -59.499999999999993 -53.499999999999993 5.4450000000000012 3.1250000000000004 5.7250000000000005 5.285000000000001 5.7950000000000008 4.9450000000000012 0.6303343176841737 0.023589946329593603 0.36455024778842932 5.4450000000000012 decision_type=2 2 2 10 10 10 2 10 2 2 2 10 8 10 10 2 8 10 10 10 8 10 10 8 10 10 2 2 2 8 left_child=2 3 8 4 11 7 15 -4 -1 23 12 -2 17 -14 26 29 -10 -3 -19 -20 27 -9 -16 -7 25 -15 -6 -11 -13 -5 right_child=1 10 5 6 14 9 -8 21 16 20 -12 28 13 24 22 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010299806661786377 0.011386985217172508 0.012287937331080636 0.0058026638164709885 0.00235074495952616 -0.0031908141990217276 -0.0051418954840731943 0.0092365995658560806 -0.0042162895627374831 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67.34116767346859 78.009577631950378 355.80691742897034 175.16887408494949 324.46342952549458 leaf_count=478015 1615 6099 442 5288 1154 12841 5526 901 48600 8771 109573 597 4017 499 4571 7117 11372 1699 95 281 3933 9499 253 5795 100 293 336 2718 764 1748 internal_value=0 0.0106282 -0.00905567 0.00457071 0.000148662 -0.00315181 0.0062177 -0.00718705 -0.00999129 -0.00198476 0.0122879 0.00765734 0.0102894 0.00790954 -0.00553962 0.00479884 -0.00806424 0.011486 0.00908554 0.000418374 -0.000192196 -0.00854018 -0.00751785 -0.00412829 -0.0013371 -0.00261875 -0.00136003 -0.00106013 0.00349712 0.00318325 internal_weight=0 26321.4 31053 5660.74 1536.18 4247.94 4124.56 952.952 26805.1 3294.99 20660.7 662.14 2734.62 914.929 874.041 2805.84 3699.25 1819.69 455.662 86.2491 1794.39 863.048 593.252 1500.6 208.374 184.538 280.789 1268.11 313.003 1228.85 internal_count=734512 151625 582887 28969 9290 44900 19679 10842 537987 34058 122656 2976 13083 4909 6314 14153 59972 8174 2075 376 15422 10400 4824 18636 892 792 1490 11489 1361 7036 is_linear=0 shrinkage=0.01 Tree=161 num_leaves=31 num_cat=0 split_feature=11 11 11 11 47 11 47 11 11 47 28 47 28 3 3 4 6 6 11 18 11 6 47 3 11 3 18 6 6 6 split_gain=54458.3 2643.67 1715.34 265.982 163.96 160.583 143.249 128.526 105.635 72.8027 48.3493 45.6608 39.4067 36.5475 35.5586 50.0264 33.4339 33.2488 29.5381 28.9488 28.201 27.657 26.8614 26.4185 24.8451 24.5007 23.8303 23.0739 22.8201 22.5912 threshold=0.044676627963781308 0.92614999413490307 0.0009053001122083001 0.49114476144313818 1.0000000180025095e-35 5.9105306718265645e-05 1.0000000180025095e-35 0.9982588291168214 0.007890905253589103 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.51271277741865984 0.84240094618568906 26.500000000000004 3.5000000000000004 117.50000000000001 0.010294413659721552 1.0000000180025095e-35 0.1800593510270119 31.500000000000004 1.0000000180025095e-35 0.19895833333333332 0.0021208993857726004 0.96992311171415657 1.0000000180025095e-35 450.50000000000006 6.5000000000000009 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 5 4 10 -1 12 11 -8 16 13 -3 18 19 15 23 26 20 -4 29 -17 24 -7 -6 -14 -10 -5 -13 -12 -2 right_child=1 7 6 9 14 22 8 -9 25 -11 28 27 21 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010291564819532457 0.0010545861045743044 0.0087033578717620134 -0.0079379997221402186 0.0055046951109348078 -0.0056359716606366574 -0.0092829878448502223 -0.0035314687060394195 0.012556116484262358 -0.00017755553004431451 0.0083789574901898117 0.0078769841576223042 0.011436495852869828 -0.007164885629670578 -0.0032841777875788924 0.0071429380184998012 0.0034610033245347852 0.0018739960853280462 -0.00070403121154119898 -0.0046392367781909836 0.0076936169915598441 0.0063241639832664499 -0.0077184110173124263 -0.0074514113449000675 0.0016744944123089269 0.0033377086220359588 0.0043662334793655817 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140.695 137.165 135.409 threshold=3.1750000000000003 -32.499999999999993 0.21483516483516482 3.1750000000000003 4.0850000000000009 -1.0000000180025095e-35 0.091553836234687255 0.90943267259056748 1.0000000180025095e-35 -37.499999999999993 8.8850000000000016 4.205000000000001 0.97156334231805941 7.2000000000000011 6.0750000000000011 8.8850000000000016 8.1200000000000028 -65.499999999999986 0.35493414773811799 2.3250000000000006 -147.49999999999997 -3.4999999999999996 1.0000000180025095e-35 6.4350000000000014 -16.499999999999996 7.0450000000000008 -182.49999999999997 6.4750000000000005 2.7050000000000005 1.5000000000000002 decision_type=10 8 2 8 10 8 2 2 2 8 10 10 2 10 10 10 10 10 2 10 10 8 2 10 10 10 10 10 10 10 left_child=1 3 9 28 5 -4 7 25 14 10 13 -11 -9 -2 29 16 17 -16 -19 -3 -14 -21 -5 -13 27 -6 -17 -10 -1 -8 right_child=2 19 4 22 6 -7 8 12 24 11 -12 23 20 -15 15 26 -18 18 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0015406363555159229 0.00055798878119873204 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190.52076772227883 351.60067188367248 180.50166185572743 1167.7522616945207 4056.445860888809 1140.1170836612582 68.577338337898254 266.02250918745995 426.29005907103419 803.38922096416354 153.05158184468746 1682.9343553446233 7515.4135779999197 leaf_count=13809 36436 61197 36401 12849 828 12641 169171 30921 22732 4093 7018 19440 13319 2972 32550 660 3897 3217 2693 1761 13146 25793 6879 452 6300 3279 19764 1126 19052 150116 internal_value=0 0.00799555 -0.00422852 0.00269082 -0.0049424 -0.00107027 -0.00553919 -0.00246522 -0.00609039 -0.000751034 0.000709176 -0.00394322 -0.0040651 0.00152796 -0.00646404 -0.00407624 -0.00260218 -0.00385866 0.00262305 0.0104614 -0.0016352 0.00855574 0.00637851 -0.00638879 -0.00253137 0.00957576 -0.00860094 -0.00148837 -0.000552261 -0.00696949 internal_weight=0 19464.4 37143.8 6176.74 30817.4 4115.41 26702 4060.01 22642 6326.39 4340.78 1985.61 3583.83 4002.99 20490.7 3579.71 2700.08 2305.79 542.121 13287.7 2080.43 4236.95 2890.25 1466.52 2151.28 476.183 879.635 1885.26 3286.49 16911 internal_count=734512 141340 593172 52589 522761 49042 473719 61493 412226 70411 46426 23985 57386 39408 382068 62781 42357 38460 5910 88751 26465 27554 19728 19892 30158 4107 20424 23858 32861 319287 is_linear=0 shrinkage=0.01 Tree=163 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 5 5 11 5 2 38 11 2 0 11 11 2 2 0 2 2 2 2 0 11 5 18 2 split_gain=53408.9 2620.64 1716.43 260.481 161.936 129.818 126.54 49.6112 47.9562 43.5898 36.1289 27.1373 25.3153 23.6264 22.3371 22.0153 19.7561 18.1624 17.9441 15.75 15.5094 15.4329 25.043 21.3655 15.2499 15.1892 15.0927 14.977 14.7609 14.3401 threshold=0.044676627963781308 0.92614999413490307 0.0009053001122083001 0.49114476144313818 5.9105306718265645e-05 0.9982588291168214 0.007890905253589103 1.5000000000000002 2.5000000000000004 0.1800593510270119 2.5000000000000004 0.13660287081339714 1.0000000180025095e-35 0.6303343176841737 0.05594679186228476 1.0000000180025095e-35 0.00022912561689730003 6.1522598571173157e-06 0.047905909351692456 0.043668954996186109 1.0000000180025095e-35 0.12560679611650488 0.49882629107981225 0.52016260162601646 0.25092592592592594 1.0000000180025095e-35 0.254873737692833 3.5000000000000004 1.0000000180025095e-35 0.286115569823435 decision_type=2 2 2 2 2 2 2 8 10 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 left_child=2 3 4 8 17 -3 11 13 9 12 18 -4 21 29 -9 -13 -6 -1 -8 20 -11 -2 -23 -24 26 -20 -10 -16 -21 -5 right_child=1 5 6 7 16 -7 10 14 24 19 -12 15 -14 -15 27 -17 -18 -19 25 28 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010411024574583368 0.0033110256258568034 0.010154578361684123 -0.0027445384191186317 0.0079228951937838892 -0.0086941268137172394 0.012505361845348829 0.0012124346908770811 0.0081339265600812016 -0.0009398672395466947 0.0078204563542342998 -0.0051353381480176282 -0.0056953758683236187 0.020725213358004625 0.0085547139825354144 0.004431916197572227 -0.0026006826971423196 -0.0072168866487557996 -0.0096653006609515157 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2423 1338 1558 218 409 160 1070 internal_value=0 0.0105145 -0.00901215 0.00449241 -0.00996469 0.0121914 -0.00309147 0.00701335 0.00266437 0.0030516 -0.00112532 -0.00461734 0.00187125 0.00789095 0.00463401 -0.00522749 -0.00800704 -0.0102802 -0.000636473 0.0042942 0.0059879 0.00178316 0.00111734 0.00251601 -0.00111542 -0.00122726 0.00166725 0.0036371 0.00365191 0.00584021 internal_weight=0 25951.3 30435 5652.34 26217.2 20298.9 4217.89 2375.89 3276.45 2971.97 1843.04 2374.85 1524.16 1735.69 640.198 1791.26 3638.96 22578.2 1642.78 1447.81 398.081 1517.07 1056.62 578.842 304.475 1244.97 119.59 498.271 1049.73 424.421 internal_count=734512 151625 582887 28969 537987 122656 44900 10537 18432 16353 15722 29178 9251 7631 2906 23002 59972 478015 13648 7102 1727 9207 6835 3466 2079 11070 741 2283 5375 1875 is_linear=0 shrinkage=0.01 Tree=164 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 47 10 47 11 10 11 47 10 28 10 10 28 28 47 10 10 10 10 5 5 5 10 10 4 6 split_gain=52689.5 2620.67 1716.73 255.868 163.174 162.676 274.868 142.727 133.021 130.199 102.714 72.8544 108.905 69.8979 94.0338 52.493 46.4836 45.9771 45.8381 89.2727 39.2623 36.4675 33.8611 33.8184 33.413 33.1653 32.0746 30.9314 70.068 41.7964 threshold=0.044676627963781308 0.92614999413490307 0.0009053001122083001 0.49114476144313818 5.9105306718265645e-05 1.0000000180025095e-35 6.2750000000000012 1.0000000180025095e-35 0.9982588291168214 2.2150000000000003 0.007890905253589103 1.0000000180025095e-35 1.3650000000000004 1.0000000180025095e-35 2.9250000000000003 5.5250000000000012 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.2350000000000008 5.3450000000000006 6.0750000000000011 5.285000000000001 2.5000000000000004 2.5000000000000004 2.5000000000000004 2.9850000000000008 7.705000000000001 26.500000000000004 117.50000000000001 decision_type=2 2 2 2 2 2 8 2 2 10 2 2 10 2 10 8 2 2 2 10 10 10 8 10 10 10 10 10 10 2 left_child=2 3 4 5 -1 6 13 9 18 -4 22 12 -5 14 -2 -6 26 -11 19 -3 -21 -20 -9 -13 27 -12 -14 28 -7 -30 right_child=1 8 7 11 15 24 -8 10 -10 17 25 23 16 -15 -16 -17 -18 -19 21 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010272065391779509 0.0027957908988130186 0.010925225814314422 0.0040948230908333027 0.011373104878431017 -0.008600992990150472 -0.00068013643041134385 0.011113912462761914 -0.004508361882331063 0.012469887336416441 -0.0076465299841558722 0.00091974110826309767 0.008784077261168706 0.0056297817283663277 0.0041694661177275648 -0.0052047350114654738 -0.0056354945593502671 0.0094743257982558213 -0.0019023915542175686 0.012081076304747704 0.0031756514763541881 0.0092744304978905068 0.0085764767512006533 -0.0015349185159565712 0.0040636975210767683 0.00050699371780114509 -0.0042539302016253453 0.00027117871301629906 0.010862013441299079 0.0056575933858795044 -0.00064495551470961814 leaf_weight=22371.153311356902 188.15191726386547 661.21945890784264 119.73617635667324 185.68284580111504 2859.6383153758943 231.81438192725182 177.77269602566957 1083.9252554364502 17461.92925080657 1008.996222589165 1101.2968753054738 1353.1890916228294 151.46589566767216 139.99691615253687 670.19441855698824 754.3691526055336 88.16044382750988 161.67236350476742 1171.3168761730194 312.96357293426991 159.28071711957455 397.73314528167248 592.2433467246592 170.94829593598843 208.96547183394432 139.61166915297508 425.4781014546752 78.604252055287361 1469.8823785558343 113.33516334742308 leaf_count=478015 800 3881 641 935 48600 1261 816 13843 109573 12314 8512 5684 671 769 5286 11372 368 1925 5320 1359 672 1851 6313 730 1278 1352 2149 393 7089 740 internal_value=0 0.0104634 -0.00899405 0.00444645 -0.00995356 0.00263588 -0.000342388 -0.00306819 0.0121504 -0.00583738 -0.0018432 0.00694605 0.0046018 -0.00238239 -0.003451 -0.00798199 0.0027114 -0.00685325 0.0100858 0.00855349 0.00523268 0.0111927 -0.00345775 0.00825464 0.0043018 0.000337664 0.00167798 0.00472057 0.0044546 0.00520642 internal_weight=0 25818.1 30192.6 5653.64 25985.2 3278.72 1176.12 4207.48 20164.4 1290.4 2917.08 2374.92 850.787 998.343 858.346 3614.01 665.104 1170.67 2702.51 1133.46 472.244 1569.05 1676.17 1524.14 2102.6 1240.91 576.944 1893.64 1815.03 1583.22 internal_count=734512 151625 582887 28969 537987 18432 7671 44900 122656 14880 30020 10537 4123 6855 6086 59972 3188 14239 13083 5912 2031 7171 20156 6414 10761 9864 2820 9483 9090 7829 is_linear=0 shrinkage=0.01 Tree=165 num_leaves=31 num_cat=0 split_feature=1 6 6 3 3 3 4 6 3 3 1 1 3 4 6 3 4 3 3 6 6 1 1 6 3 3 3 3 3 1 split_gain=7719.92 3028.66 1828.24 661.321 375.887 435.873 251.421 235.737 226.429 224.582 198.587 293.602 190.169 189.653 156.625 142.567 139.549 127.835 126.558 123.836 141.16 117.56 109.012 105.161 94.3723 185.544 95.5959 97.3907 100.232 79.7225 threshold=-1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 0.90844616376531284 0.34514106583072107 20.500000000000004 34.500000000000007 0.90943267259056748 0.51271277741865984 -69.499999999999986 -60.499999999999993 0.48850422832980972 26.500000000000004 4.5000000000000009 0.25018968133535663 24.500000000000004 0.99938118811881205 0.9740215924426453 24.500000000000004 23.500000000000004 -31.499999999999996 -30.499999999999996 4.5000000000000009 0.50117370892018787 0.49441323345817728 0.66536458333333337 0.76506899055918665 0.74478940512375169 -41.499999999999993 decision_type=8 2 2 2 2 2 8 2 2 2 10 10 2 8 2 2 8 2 2 2 2 10 10 2 2 2 2 2 2 10 left_child=1 4 9 14 5 6 29 10 -6 12 23 -12 15 -7 -3 -2 -10 -13 -9 20 -4 -8 -23 -5 25 -15 -26 28 -28 -1 right_child=2 3 19 7 8 13 21 18 16 -11 11 17 -14 24 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 26 -27 27 -29 -30 -31 leaf_value=-0.0011691851845703912 0.0076657884202679461 -0.0036356894092496529 0.0015971897141185271 -0.0026779000869124317 0.010788258121833287 -0.0048236679036225078 0.0022150711787320577 -0.0072186743068606493 -0.0033366069711207418 0.0049539269546248011 0.002231144774360838 -0.0054003816598087008 0.0097861401496467538 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shrinkage=0.01 Tree=166 num_leaves=31 num_cat=0 split_feature=1 3 0 0 3 3 1 1 1 3 3 1 1 3 3 3 1 1 3 3 1 1 3 3 1 3 1 3 3 3 split_gain=7582.2 1704.29 1210.15 814.036 771.728 345.323 310.407 189.857 209.905 807.903 288.717 186.697 188.225 152.186 123.116 113.288 105.19 221.589 103.847 100.498 90.9123 88.5787 87.6513 168.387 84.5128 87.5465 74.2596 74.2205 69.1636 294.239 threshold=-1.0000000180025095e-35 0.21483516483516482 1.0000000180025095e-35 1.0000000180025095e-35 0.98067587752053786 0.25018968133535663 -9.4999999999999982 -71.499999999999986 -60.499999999999993 0.87439320388349528 0.67399355877616751 -90.499999999999986 -147.49999999999997 0.32583417593528818 0.90943267259056748 0.94133291614518144 -144.49999999999997 -189.49999999999997 0.47080136402387041 0.66774891774891787 -144.49999999999997 -143.49999999999997 0.52013513513513521 0.49441323345817728 -61.499999999999993 0.66536458333333337 -313.49999999999994 0.33489096573208726 0.24328334268987087 1.0000000180025095e-35 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2.5000000000000004 3.5000000000000004 0.98728813559322048 1.5000000000000002 0.091553836234687255 1.0000000180025095e-35 0.025978407557354904 0.77525510204081638 0.088365434669442952 24.500000000000004 33.500000000000007 8.5000000000000018 0.48581488933601619 2.5000000000000004 -142.49999999999997 -66.499999999999986 -60.499999999999993 1.5000000000000002 2.5000000000000004 -9.4999999999999982 -189.49999999999997 0.50151515151515158 0.74443344878772899 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 356.50000000000006 5.5000000000000009 1.0000000180025095e-35 decision_type=8 2 2 2 10 2 2 2 2 2 8 2 2 2 10 10 10 10 10 10 10 10 2 2 2 2 2 2 10 2 left_child=1 5 13 7 27 9 8 15 -7 10 21 16 -6 18 22 -3 25 -18 -2 -13 29 -1 -15 -24 -20 -9 -12 -4 -5 -8 right_child=2 3 4 28 12 6 20 11 -10 -11 26 19 -14 14 -16 -17 17 -19 24 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0035192613368736931 0.0063901018659527501 -0.0057722955846203784 0.0025512456210234073 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internal_count=734512 545980 188532 360905 78535 185075 131867 355028 100142 53208 49639 333339 27678 109997 55841 21689 130968 39409 54156 202371 31725 14665 53742 30357 12285 91559 34974 50857 5877 29381 is_linear=0 shrinkage=0.01 Tree=168 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 11 11 11 11 1 11 5 5 1 5 5 0 11 11 11 11 2 2 1 1 5 0 38 0 split_gain=51400.9 2592.54 1718.1 421.712 206.169 166.081 153.647 133.534 133.22 86.505 81.4238 53.0776 42.6849 33.2595 32.4605 29.4546 24.3054 24.0111 23.9341 23.7817 23.2449 22.6572 21.8458 21.6485 61.5512 105.327 34.0598 21.1317 19.6794 18.6282 threshold=0.044676627963781308 0.92614999413490307 0.0006686623964924001 -390.49999999999994 -390.49999999999994 0.6303343176841737 0.0048335506580769504 3.4519272958277731e-05 0.9982588291168214 0.49114476144313818 -8.4999999999999982 0.1800593510270119 2.5000000000000004 1.5000000000000002 -7.4999999999999991 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 0.017575767822563603 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187.843 180.672 156.487 142.733 225.604 192.085 114.711 102.591 101.037 99.62 172.348 96.4233 91.3091 87.4236 86.3809 153.854 97.096 71.8032 64.0027 63.2559 threshold=-1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.5000000000000002 34.500000000000007 5.5000000000000009 20.500000000000004 2.5000000000000004 -143.49999999999997 8.5000000000000018 2.5000000000000004 2.5000000000000004 8.5000000000000018 -43.499999999999993 -65.499999999999986 -60.499999999999993 6.5000000000000009 356.50000000000006 -189.49999999999997 -32.499999999999993 -30.499999999999996 -8.4999999999999982 1.5000000000000002 -142.49999999999997 -69.499999999999986 -60.499999999999993 -61.499999999999993 4.5000000000000009 7.5000000000000009 29.500000000000004 decision_type=8 2 2 10 2 10 8 10 10 2 10 10 10 10 10 10 10 2 10 10 10 10 2 10 10 10 10 10 2 10 left_child=1 6 10 17 5 8 13 19 -3 -5 22 -6 -12 14 18 -16 -7 -4 -1 -8 29 23 -2 -10 28 26 -26 -9 -25 -21 right_child=2 4 3 9 11 16 7 27 21 -11 12 -13 -14 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10058.9 700.028 3174.86 2754.69 975.171 447.978 4804.17 1779.52 11267.7 1258.47 5492.97 12697.5 5290.8 5240.33 2952.51 902.073 1250.83 2287.82 683.741 internal_count=734512 545980 188532 78535 360905 152593 185075 139256 149004 27678 109997 208312 7130 45819 38043 10059 3589 50857 27984 121199 12081 88195 102867 83151 82743 42776 10812 18057 39967 5699 is_linear=0 shrinkage=0.01 Tree=170 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 10 11 11 11 11 10 1 10 10 10 11 5 10 10 1 1 5 10 5 10 10 5 10 4 split_gain=50523 2584.04 1719.01 421.868 615.42 207.371 171.773 163.324 151.567 135.388 134.636 101.74 81.9981 230.863 67.8688 52.8969 51.9589 41.6345 37.1039 33.9502 79.7327 160.806 37.5611 33.9465 32.5161 30.7362 30.3039 28.4392 31.6863 40.663 threshold=0.044676627963781308 0.92614999413490307 0.0006686623964924001 -390.49999999999994 2.9850000000000008 -390.49999999999994 2.0150000000000001 0.6303343176841737 0.0048335506580769504 0.9982588291168214 3.4519272958277731e-05 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6099 437 7036 1490 15682 1017 4035 11065 109573 61259 1361 4017 892 4571 9440 843 2042 2315 1372 95 281 327 10441 1491 7042 253 739 286 5249 internal_value=0 0.0103285 -0.00893935 0.0043623 -0.000128966 -0.00325539 -0.00723535 0.00602708 -0.002099 0.0120386 -0.00996756 0.00722209 0.00994717 0.007456 -0.00561573 -0.00829161 0.00466526 -4.69242e-05 0.000491964 0.0111778 0.00879691 9.75181e-05 0.0108391 -0.00850576 0.00894057 -0.00421454 -0.00753784 0.00586645 0.00629599 0.00597302 internal_weight=0 25327.3 29413.2 5642.23 1525.83 4505.72 1014.42 4116.4 3491.3 19685.1 24907.5 652.125 2674.73 884.406 873.703 4019.75 2805.2 1772.24 1577.27 1790.32 448.79 85.3252 363.464 926.143 1311.2 1719.07 592.096 1576.86 1430.51 1366.18 internal_count=734512 151625 582887 28969 9290 50041 11895 19679 38146 122656 532846 2976 13083 4909 6314 70699 14153 15422 13380 8174 2075 376 1699 11458 5526 22724 4824 7117 6378 6092 is_linear=0 shrinkage=0.01 Tree=171 num_leaves=31 num_cat=0 split_feature=6 47 3 47 3 4 2 3 3 3 3 3 6 6 3 2 6 2 2 6 3 3 2 6 6 3 2 2 2 2 split_gain=6514.36 2357.2 795.536 822.305 334.486 329.539 296.597 229.07 220.71 217.231 311.099 173.28 166.187 158.072 125.442 124.019 98.5201 97.0932 129.441 83.5805 76.0727 101.965 90.6299 75.6165 73.3733 70.4834 70.1823 67.8378 118.058 76.1957 threshold=3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.51271277741865984 24.500000000000004 0.091553836234687255 0.48850422832980972 0.50117370892018787 0.90844616376531284 0.90943267259056748 0.25018968133535663 34.500000000000007 332.50000000000006 0.9740215924426453 0.7003401360544218 1.0000000180025095e-35 0.98728813559322048 0.50151515151515158 2.5000000000000004 0.66536458333333337 0.76506899055918665 0.24156877605153468 31.500000000000004 1.5000000000000002 0.34514106583072107 0.49882629107981225 1.0000000180025095e-35 0.23845060412224586 0.34556677890011228 decision_type=2 2 2 2 2 8 2 2 2 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 23 13 7 9 -7 11 17 15 -11 -1 -5 26 -14 24 -13 18 -8 27 -10 22 -22 -2 -3 -20 -4 -6 -29 -30 right_child=2 5 3 12 19 6 8 -9 20 10 -12 16 14 -15 -16 -17 -18 -19 25 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=0.0068141248742541963 0.0041171452131727824 -0.0038143520953809506 -0.00073434894243587696 -0.0045042749159704618 0.0063207218368739812 0.0032923838155966092 0.0030462847848004887 0.0090930213844172963 -0.0040534964412091493 0.011319497186755663 -0.0036350837421922099 0.0046644809800645542 -0.0069538514048151827 -0.0063601462575479609 -0.0012716752944989648 0.00048841364066788424 -0.00054202441421888673 0.0043534712841563558 0.00082959655179616924 -0.0032233589914040439 0.0082182812988041871 -0.0038413979419526668 -0.00013628361930877135 -0.0033501641200397963 -0.0084643856997567053 -0.0028302080915301041 -0.0027114788531677342 -0.00048803193354101114 0.0058031279528543613 0.0024717998085985265 leaf_weight=5309.3841259218752 1295.9370402991772 1773.8191310688853 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1.0000000180025095e-35 0.9740215924426453 2.5000000000000004 2.5000000000000004 -9.4999999999999982 0.25018968133535663 20.500000000000004 25.500000000000004 -71.499999999999986 -60.499999999999993 0.87439320388349528 0.32583417593528818 0.94133291614518144 1.5000000000000002 -61.499999999999993 2.5000000000000004 0.49441323345817728 2.5000000000000004 -90.499999999999986 0.90943267259056748 0.52013513513513521 1.5000000000000002 1.5000000000000002 0.98067587752053786 0.49441323345817728 0.35743321718931476 8.5000000000000018 decision_type=8 2 2 2 2 10 10 10 2 8 8 10 10 2 2 2 10 10 10 2 10 10 2 2 10 10 2 2 2 10 left_child=1 9 4 5 6 8 11 -4 -2 18 -6 -3 13 17 -10 -14 19 -13 -1 -5 -12 -11 -15 25 -25 -16 -26 28 -27 -18 right_child=3 2 7 16 10 -7 -8 -9 14 21 20 12 15 22 23 -17 29 -19 -20 -21 -22 -23 -24 24 26 27 -28 -29 -30 -31 leaf_value=-0.0029485493132069712 0.0068118743146168914 -0.0054150485996175583 0.0018904655435540935 0.0064805565170273161 -0.0033127914508580768 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3973.9217959716916 31.541709497570992 4576.7265309952199 886.17372540012002 384.62820013985038 127.65225080400705 848.87284925580025 270.50562360882759 140.77328466251493 leaf_count=16628 20118 183378 38982 23923 10382 17546 93258 6138 3870 17214 11245 28081 83746 4040 20552 11141 6357 2910 1714 23474 2218 34353 552 45466 12192 3060 964 6667 3319 1024 internal_value=0 -0.00272668 -0.00379497 0.00467597 -0.00462275 0.00326327 -0.00515763 0.00118281 0.00394818 0.00153681 0.00116365 -0.00457277 -0.00350951 -0.000731215 0.00321971 -0.00481048 0.00739072 -0.00330839 -0.00183135 0.00788458 0.00316114 0.00243981 0.0095029 0.00342931 0.00265464 0.00463337 -0.00109797 0.00692183 0.00406727 0.00378689 internal_weight=0 34453.2 27550.1 19808.3 23621.9 13028.5 21623.1 3928.19 11884.4 6903.14 1998.78 17350.4 7669.17 2445.87 9474.32 5223.31 6779.76 1953.85 1459.45 5962.66 1382.07 5443.69 492.022 9187.38 5590.55 3596.82 1013.83 1504.01 655.134 817.099 internal_count=734512 545980 476071 188532 430951 133754 407106 45120 116208 69909 23845 313848 130470 35583 96090 94887 54778 30991 18342 47397 13463 51567 4592 92220 58622 33598 13156 13046 6379 7381 is_linear=0 shrinkage=0.01 Tree=173 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 11 11 11 11 1 11 5 6 1 5 5 6 3 11 3 6 11 5 11 3 11 6 11 3 split_gain=49520.8 2567.9 1719.82 426.461 210.797 160.378 149.354 136.698 135.84 83.8133 83.4383 50.8079 40.4242 37.0777 34.0148 31.2768 27.1711 29.8451 26.8406 24.1862 23.9436 24.0816 23.4224 23.3934 22.3502 21.4574 19.7985 19.4899 18.4115 17.9097 threshold=0.044676627963781308 0.92614999413490307 0.0006686623964924001 -390.49999999999994 -390.49999999999994 0.6303343176841737 0.0048335506580769504 0.9982588291168214 3.4519272958277731e-05 0.49114476144313818 -8.4999999999999982 0.1800593510270119 2.5000000000000004 450.50000000000006 -7.4999999999999991 1.5000000000000002 2.5000000000000004 97.500000000000014 0.87439320388349528 0.00014531796477960005 0.52649122807017557 3.5000000000000004 0.98303884267807018 3.5000000000000004 0.010294413659721552 1.0000000180025095e-35 0.013544866815209352 393.50000000000006 0.0017540019471198002 0.52316636851520582 decision_type=2 2 2 10 10 2 2 2 2 2 8 2 10 2 8 10 10 2 2 2 2 2 2 10 2 2 2 2 2 2 left_child=2 3 8 9 24 11 28 10 -1 20 13 23 18 -3 19 -7 17 -13 26 -10 21 -2 29 -5 -4 -11 -8 -17 -6 -12 right_child=1 7 4 5 6 15 12 -9 14 25 22 16 -14 -15 -16 27 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010279867940281091 0.00045389225377920675 0.011259540827166365 -0.0084069601731868414 0.0034769955917958633 -0.0052055641881163092 0.0098243904812328892 -0.0013492713866705053 0.012321134501169872 -0.0086171046802339078 0.0059571420788523668 0.0068512824095616123 0.0066866931449309297 -0.0043283692497555802 -0.0040548914547353845 -0.0098786068799828416 0.0066917865919215924 0.0017227525810656569 0.0014442695013623871 0.0035596549355418456 -0.0068208002027932112 -0.0041309683947877342 -0.0045149941784178443 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34.0241 28.2348 25.3169 24.2339 23.5552 23.6662 23.2505 22.9984 62.4869 98.8169 23.3236 22.3412 21.1353 21.5573 21.0376 20.3105 19.2627 threshold=0.044676627963781308 0.92614999413490307 0.0006686623964924001 -390.49999999999994 -390.49999999999994 0.6303343176841737 0.0048335506580769504 0.9982588291168214 3.4519272958277731e-05 0.49114476144313818 -8.4999999999999982 0.1800593510270119 450.50000000000006 -7.4999999999999991 0.94754041967664271 97.500000000000014 0.00014531796477960005 0.52649122807017557 3.5000000000000004 0.98303884267807018 0.98728813559322048 -57.499999999999993 -56.499999999999993 29.500000000000004 0.010294413659721552 1.5000000000000002 0.67576887232059657 0.13660287081339714 423.50000000000006 0.023589946329593603 decision_type=2 2 2 10 10 2 2 2 2 2 8 2 2 8 2 2 2 2 2 2 2 10 10 2 2 2 2 2 2 2 left_child=2 3 8 9 24 11 27 10 -1 17 12 -5 20 16 29 -13 -10 18 -2 -12 -3 23 -23 -22 -4 26 -11 -6 -7 -8 right_child=1 7 4 5 6 28 14 -9 13 25 19 15 -14 -15 -16 -17 -18 -19 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1440.8506680503488 15.945045575499533 972.17646148055792 198.77044981718063 136.64282497018576 1467.4706981442869 368.7949119694531 130.07747712358832 540.87447240948677 121.56969022750854 17.197269648313522 19.008036598563194 21.313508778810501 386.57771594449878 254.35575892776251 68.322465598583221 1280.8416235968471 13.7580469250679 435.86754330992699 leaf_count=462147 2127 7176 8115 7036 4754 5464 10763 109573 30559 1552 1756 6360 66 15240 1332 757 24900 2892 1031 3153 648 70 93 121 3780 1348 340 17970 62 3327 internal_value=0 0.010217 -0.00889477 0.00427722 -0.00319489 0.00593169 -0.00203157 0.0119489 -0.00994215 -0.000200149 0.00981525 0.00459329 0.0110486 -0.00823811 -1.04128e-05 0.00576926 -0.00770796 -0.00216799 -0.000790925 0.00730459 0.0111849 0.00778838 -0.00394613 0.0107618 -0.00720262 0.00254756 0.0040406 -0.00413114 0.00880407 -0.000460584 internal_weight=0 24960.8 28817.4 5634.82 4473.36 4114.46 3467 19326 24344 1520.36 2651.38 2806.68 1777.95 3950.89 1766.49 1577.49 2978.71 885.901 517.106 873.425 1762.01 179.089 36.2053 142.883 1006.36 634.459 380.103 1700.51 1307.78 1567.72 internal_count=734512 151625 582887 28969 50041 19679 38146 122656 532846 9290 13083 14153 8174 70699 15422 7117 55459 6050 3158 4909 8108 932 163 769 11895 3240 1892 22724 5526 14090 is_linear=0 shrinkage=0.01 Tree=175 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 10 10 10 10 10 5 11 5 5 11 6 6 10 6 11 6 5 0 38 11 10 5 6 split_gain=48198.4 2567.41 1720.94 235.166 146.699 143.075 138.063 134.502 90.5993 58.0443 54.1535 53.3223 45.7127 41.2561 35.3228 30.5709 28.0565 27.4684 26.4417 24.8919 24.372 21.9407 18.2044 18.1078 18.7314 16.9427 16.7535 29.0431 16.3737 17.0668 threshold=0.044676627963781308 0.92614999413490307 0.0006686623964924001 0.36455024778842932 0.0048335506580769504 0.9982588291168214 3.4519272958277731e-05 5.4750000000000005 5.6250000000000009 5.4750000000000005 5.8950000000000005 7.5550000000000006 1.5000000000000002 0.6303343176841737 1.5000000000000002 2.5000000000000004 0.023589946329593603 450.50000000000006 35.500000000000007 9.0500000000000025 26.500000000000004 0.1800593510270119 6.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.99991196393966686 3.2950000000000004 2.5000000000000004 15.500000000000002 decision_type=2 2 2 2 2 2 2 8 8 8 8 8 10 2 10 10 2 2 2 8 2 2 2 8 2 2 2 10 10 2 left_child=2 3 6 7 9 17 -1 14 15 22 -8 12 13 -5 18 16 20 19 21 -3 -6 25 -4 -13 -25 -2 -7 -28 29 -10 right_child=1 5 4 11 8 26 10 -9 28 -11 -12 23 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.010264740327052456 0.0010474578097467034 0.0093634535019884255 -0.0051156137874118325 0.004535521750710517 -0.002063678811014648 0.011378229478385687 -0.0087159059034960067 0.006078283950473864 0.0015897940582260497 -0.0022243434393489558 -0.0054605783796902721 0.010196760986904365 0.0032877621094173299 0.0076329927858662895 -0.001397793949567384 -0.0063942276682930968 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4 split_gain=47552.6 2843.79 1454.66 432.487 192.869 178.556 146.284 133.067 112.988 88.4704 82.6253 46.1797 37.2088 32.2919 31.5911 28.0331 26.4256 28.3503 26.4181 22.07 19.92 19.269 19.1491 18.3012 18.1913 21.887 32.537 17.788 17.2331 16.9937 threshold=0.031991988420486402 0.92614999413490307 0.00050369312521065005 -390.49999999999994 -4.4999999999999991 0.36455024778842932 0.99962311983108532 0.0038593490608036002 3.4519272958277731e-05 0.49114476144313818 -8.4999999999999982 450.50000000000006 0.98303884267807018 0.6303343176841737 0.94754041967664271 -351.49999999999994 0.52649122807017557 3.5000000000000004 0.1800593510270119 1.0000000180025095e-35 423.50000000000006 1.0000000180025095e-35 105.50000000000001 1.0000000180025095e-35 0.87439320388349528 20.500000000000004 -234.49999999999997 0.00014531796477960005 -32.499999999999993 19.500000000000004 decision_type=2 2 2 10 8 2 2 2 2 2 8 2 2 2 2 10 2 2 2 2 2 2 2 2 2 8 10 2 8 8 left_child=2 3 8 9 7 18 10 21 -1 16 11 -3 23 -7 -9 -10 17 -2 24 29 -15 -4 -20 -12 25 26 -5 -17 -8 -11 right_child=1 6 4 5 -6 13 28 14 15 19 12 -13 -14 20 -16 27 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010257228526201817 0.00035552725024917019 0.011285121694390167 -0.0050601368151372093 0.0066033147311492573 -0.007640461270528847 0.0061283649038227066 0.012884457228591129 -0.0010731206113801573 -0.009792957694363856 0.0086216282424162391 0.0032699878215112737 -0.0032528740775863104 0.0090143289282935343 0.0087904681568716555 0.0033083478286421225 -0.008529999379783609 -0.0042871662591155262 -0.0047488392021255424 0.0056390125539167906 0.0051840540949664197 -0.0033033732484047361 -0.0024842377710861284 -0.0001100987284382171 0.0081247102570380127 0.0054101716191312784 0.0028692836926414427 -0.0041556095301501193 -0.0068703340604749407 0.012106922533187181 0.00065095675688426604 leaf_weight=20018.528121471405 424.71861801296473 2363.4622944891453 1394.6579474434257 38.363402977585793 974.89719163998961 817.41692946851254 3771.6473549008369 1498.5949854850769 953.78418672457337 28.649600870907307 206.49831360578537 22.053381159901619 904.51926630735397 1291.6768100261688 184.85974859446287 1448.4458257071674 406.91175777465105 146.29020190984011 699.29265110939741 202.07537868618965 13.764605239033697 366.77593906596303 63.169298313558102 124.44983273744583 238.12910851836205 1114.682720862329 105.15480050444603 1165.3410184793174 11671.700529962778 403.09737737476826 leaf_count=462147 2393 11286 20678 267 12072 3519 22112 14355 15629 147 1052 92 5589 5464 1311 29665 3291 1199 3212 1010 62 4119 386 704 1259 6699 687 20202 81821 2083 internal_value=0 0.00998378 -0.00897847 0.00397547 -0.00371366 0.00560469 0.0118727 -0.00260238 -0.00996504 -0.000453691 0.0100636 0.0111507 0.0079646 0.007687 -0.000591993 -0.00832552 -0.00233987 -0.000952191 0.00364769 0.00245648 0.00866295 -0.00452377 0.0051627 0.00509556 0.0028757 0.00239603 -0.00127968 -0.00779005 0.0122968 0.00117987 internal_weight=0 25057.7 28005.9 5993.39 4419.79 4381.65 19064.3 3444.89 23586.1 1611.74 3620.98 2385.52 1235.47 2122.86 1683.45 3567.57 977.921 571.009 2258.79 633.822 1305.44 1761.43 762.462 330.948 1496.33 1258.2 143.518 2613.79 15443.3 431.747 internal_count=734512 154334 580178 31678 52535 21555 122656 40463 527643 10123 18723 11378 7345 9045 15666 65496 6883 3592 12510 3240 5526 24797 3598 1756 8912 7653 954 49867 103933 2230 is_linear=0 shrinkage=0.01 Tree=177 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 11 10 11 11 10 1 10 10 10 10 10 10 10 3 10 1 1 11 10 10 11 11 11 split_gain=46914.7 2841.26 1456.31 423.298 632.447 191.055 175.733 149.654 141.229 131.265 113.924 107.119 81.2493 283.453 65.3785 45.7555 38.071 46.5145 35.7025 35.508 35.1202 33.878 83.8736 267.49 31.9637 30.2244 27.2761 25.8595 23.5286 22.5324 threshold=0.031991988420486402 0.92614999413490307 0.00050369312521065005 -390.49999999999994 2.9850000000000008 -4.4999999999999991 0.36455024778842932 0.99962311983108532 2.2150000000000003 0.0038593490608036002 3.4519272958277731e-05 1.3650000000000004 -8.4999999999999982 3.6650000000000005 3.9650000000000003 5.705000000000001 5.5050000000000008 4.9450000000000012 5.4450000000000012 5.4850000000000012 0.28015151515151521 6.1150000000000011 -59.499999999999993 -53.499999999999993 0.6303343176841737 5.7250000000000005 8.3400000000000016 0.1800593510270119 0.6303343176841737 0.36455024778842932 decision_type=2 2 2 10 10 8 2 2 10 2 2 10 8 10 10 8 10 10 8 8 2 10 10 10 2 10 10 2 2 2 left_child=2 3 10 4 11 9 27 12 -7 19 -1 -2 21 -14 28 -12 17 -15 -11 -4 -20 -3 -23 -24 -8 -16 -10 -5 -6 -13 right_child=1 7 5 6 14 8 24 -9 26 18 15 29 13 16 25 -17 -18 -19 20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010249750290699432 0.010772997176796755 0.011828166931682862 -0.0053852555831953733 0.0028431085593197299 -0.0035952014655186272 0.004819550656494258 0.0060629973150769139 0.012266200249573311 -0.008856131596876704 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11634 12510 1630 1456 is_linear=0 shrinkage=0.01 Tree=178 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 47 10 11 47 47 10 11 47 10 10 11 10 38 38 10 10 10 10 10 10 38 6 11 10 split_gain=46290.7 2836.49 1457.64 258.608 152.532 146.274 131.348 228.838 114.847 111.091 103.109 143.342 74.0814 52.8114 118.241 48.9095 46.8901 45.8103 40.9681 37.1028 36.5632 41.3272 36.3742 34.9952 34.8062 33.3257 29.0188 24.7257 23.6271 20.2209 threshold=0.031991988420486402 0.92614999413490307 0.00050369312521065005 0.36455024778842932 0.99962311983108532 5.4750000000000005 1.0000000180025095e-35 1.3650000000000004 3.4519272958277731e-05 1.0000000180025095e-35 1.0000000180025095e-35 7.1650000000000009 0.0048335506580769504 1.0000000180025095e-35 3.2350000000000008 5.3350000000000009 0.0061350197065621007 5.8950000000000005 1.0000000180025095e-35 1.0000000180025095e-35 5.6250000000000009 2.9250000000000003 2.9850000000000008 2.6550000000000007 6.1150000000000011 4.4750000000000005 1.0000000180025095e-35 299.50000000000006 0.6303343176841737 3.2950000000000004 decision_type=2 2 2 2 2 8 2 10 2 2 2 8 2 2 10 10 2 8 2 2 10 10 10 10 10 10 2 2 2 10 left_child=2 3 8 6 13 9 7 -2 -1 23 11 22 -11 14 -3 18 -7 -10 25 20 21 -9 -5 -4 -15 -16 -24 -17 -12 -6 right_child=1 4 5 10 29 16 -8 19 17 12 28 -13 -14 24 15 27 -18 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010242304689621499 0.010320561301582756 0.010796578042379939 -0.0014241349406712842 0.0051426127421773235 0.012030697882498409 -0.0021728628251181789 0.0034274091766080365 0.00099276354841850746 -0.0087648885396778547 -0.0050334429832401516 0.0060366041431840255 0.011323643342963602 -0.0012984355451774563 0.011797276078614544 0.0050230016579911173 0.0095675098807298155 0.002031548385034017 -0.0055931854309795113 0.014960418777755174 0.012503327952305805 0.0040394606806604515 -0.0045795246463061715 5.8356530103919792e-06 -0.0078142327016211474 0.0089319853824277474 -0.001032108628841541 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internal_count=734512 154334 580178 31678 122656 52535 18579 527643 41467 13099 11068 10911 65496 14634 7987 18723 13987 13117 7515 103933 16679 3292 7864 11356 2188 341 5821 4400 3945 3700 is_linear=0 shrinkage=0.01 Tree=180 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 47 10 11 47 47 10 28 11 47 10 10 10 10 38 28 10 11 28 38 28 10 38 10 10 split_gain=45062.5 2829.04 1460.2 249.308 158.689 142.544 128.235 223.189 116.699 110.684 101.266 141.184 89.4834 72.6719 51.7488 119.678 48.2225 45.9059 45.5214 46.4192 45.2224 65.0829 45.1012 41.7325 40.5971 39.8988 45.342 37.5722 34.4447 34.0957 threshold=0.031991988420486402 0.92614999413490307 0.00050369312521065005 0.36455024778842932 0.99962311983108532 5.4750000000000005 1.0000000180025095e-35 1.3650000000000004 3.4519272958277731e-05 1.0000000180025095e-35 1.0000000180025095e-35 7.1650000000000009 1.0000000180025095e-35 0.0048335506580769504 1.0000000180025095e-35 3.2350000000000008 5.3350000000000009 5.8950000000000005 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567.604 199.907 161.688 160.712 144.471 144.174 129.34 96.167 76.9164 280.444 65.7731 54.6761 44.0719 39.705 36.2067 45.669 35.181 32.8148 83.9311 263.424 34.4449 32.3907 30.564 30.4893 29.1966 26.3145 threshold=0.044676627963781308 0.92614999413490307 0.0006686623964924001 -390.49999999999994 2.9850000000000008 -8.4999999999999982 0.99962311983108532 2.0150000000000001 3.4519272958277731e-05 0.6303343176841737 0.0048335506580769504 1.3650000000000004 -8.4999999999999982 3.6650000000000005 3.9650000000000003 5.8950000000000005 0.1800593510270119 2.5000000000000004 5.5050000000000008 4.9450000000000012 3.1250000000000004 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 5.4450000000000012 5.2250000000000005 1.5000000000000002 5.7250000000000005 2.5000000000000004 decision_type=2 2 2 10 10 8 2 10 2 2 2 10 8 10 10 8 2 10 10 10 10 10 10 10 10 10 8 10 10 10 left_child=2 3 8 4 11 10 12 -7 -1 16 26 -2 21 -14 -6 -10 -5 25 19 -15 -9 -3 24 -24 -23 -12 -4 -11 -16 -18 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num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 11 11 11 11 1 5 3 5 11 1 3 11 5 0 5 2 0 11 11 3 11 5 38 11 split_gain=43289.7 2814.1 1464.09 386.4 190.079 167.649 159.966 135.37 107.171 79.7965 74.2298 43.6298 39.6172 38.1977 37.9856 24.8383 24.5667 23.4885 21.8 20.9778 18.8566 18.528 18.2039 18.0622 17.074 16.5708 15.8561 15.8427 14.9414 14.3414 threshold=0.031991988420486402 0.92614999413490307 0.0004375023563625001 -390.49999999999994 -4.4999999999999991 0.99962311983108532 0.49114476144313818 0.0025646678404882004 3.4519272958277731e-05 0.49114476144313818 -8.4999999999999982 1.5000000000000002 0.94754041967664271 1.5000000000000002 0.98303884267807018 -364.49999999999994 0.52649122807017557 0.1800593510270119 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 0.24536878216123498 1.0000000180025095e-35 0.010294413659721552 0.76014459133148204 0.59103465595178317 0.00014531796477960005 2.5000000000000004 1.0000000180025095e-35 0.007890905253589103 decision_type=2 2 2 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2.5000000000000004 26.500000000000004 0.98726062966569306 1.0000000180025095e-35 0.92342186961021067 0.90844616376531284 1.5000000000000002 1.0000000180025095e-35 0.24328334268987087 0.51271277741865984 0.49441323345817728 1.5000000000000002 2.5000000000000004 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 24.500000000000004 0.96190130624092907 4.5000000000000009 0.49441323345817728 0.50117370892018787 20.500000000000004 2.5000000000000004 0.46688596491228074 2.5000000000000004 20.500000000000004 0.41696642685851326 0.32583417593528818 decision_type=2 2 10 8 2 2 2 2 8 2 2 2 2 10 10 10 10 2 8 2 10 2 2 8 10 2 10 8 2 2 left_child=1 9 4 17 5 6 7 11 -9 27 24 12 23 -13 21 -12 -14 25 -6 -8 -16 -5 -23 -3 -11 26 28 -1 -2 -25 right_child=3 2 -4 14 18 -7 19 8 -10 10 15 13 16 -15 20 -17 -18 -19 -20 -21 -22 22 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=0.0016402235755880324 -0.002380345966813227 -0.0044496884286495501 -0.0066266531726665995 0.0040716291474830303 -0.0011627206801350855 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2649.9212135411799 2431.2953762151301 715.60219897329807 145.23636829853058 631.11048879846931 142.32397997006774 2876.1024264059961 129.38202089071274 4127.180200625211 leaf_count=5518 18566 19898 113043 49925 6265 27100 23953 1870 3851 15863 9671 150809 15808 62517 6690 3631 12640 586 14536 6772 2611 23534 23931 12614 3120 7523 1278 23601 3573 63215 internal_value=0 -0.00138409 -0.00230367 0.00379611 -0.0014641 -0.00186139 -0.00158843 -0.00134453 0.00713104 0.00337307 0.00161349 -0.00154784 -0.000545406 -0.00218686 0.004657 0.00524953 0.00302874 -0.000589696 0.00334358 -0.00535475 0.000881392 0.00495938 0.00585697 -0.0019359 -0.00217731 -0.000992312 -0.00217445 0.00464008 -0.00307179 -0.00141112 internal_weight=0 37082.4 31075.4 13203.6 26021.8 24035.5 22772.5 21387.5 501.023 6006.98 2514.68 20886.5 8131.13 12755.4 11037.1 1283.54 2277.36 2166.48 1986.24 1385.01 818.396 10218.7 5081.22 5853.76 1231.14 2097.16 1466.04 3492.3 1323.72 4842.78 internal_count=734512 596295 534891 138217 421848 401047 373947 343222 5721 61404 32285 337501 124175 213326 106691 13302 28448 31526 20801 30725 9301 97390 47465 95727 18983 30940 23417 29119 22139 75829 is_linear=0 shrinkage=0.01 Tree=185 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 11 10 11 11 10 1 10 10 6 10 5 10 10 1 2 6 5 10 10 6 10 10 5 split_gain=42609.4 2809.92 1464.28 378.901 581.448 188.518 171.007 157.622 139.218 133.369 107.999 100.416 73.3982 278.341 64.4003 46.827 42.2668 41.542 39.7493 38.5986 42.9362 37.7746 37.1008 36.8659 35.1766 44.8737 33.6581 32.0113 37.107 29.655 threshold=0.031991988420486402 0.92614999413490307 0.0004375023563625001 -390.49999999999994 2.9850000000000008 -4.4999999999999991 0.99962311983108532 0.49114476144313818 2.2150000000000003 0.0025646678404882004 3.4519272958277731e-05 1.3650000000000004 -8.4999999999999982 3.6650000000000005 3.9650000000000003 450.50000000000006 5.705000000000001 1.5000000000000002 5.4450000000000012 5.2150000000000007 -67.499999999999986 0.68208556149732635 25.500000000000004 1.5000000000000002 5.5050000000000008 4.9450000000000012 52.500000000000007 2.5250000000000004 2.6150000000000007 1.5000000000000002 decision_type=2 2 2 10 10 8 2 2 10 2 2 10 8 10 10 2 8 10 8 10 10 2 2 10 10 10 2 8 8 10 left_child=2 3 10 4 11 9 12 17 -7 -4 -1 -2 15 -14 -6 -3 -12 19 22 26 -21 -20 29 -9 25 -15 27 -5 -29 -11 right_child=1 6 5 7 14 8 -8 23 -10 18 16 -13 13 24 -16 -17 -18 -19 21 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.010197280859890443 0.010390379556989095 0.010775212724559337 -0.0047869175872492552 -0.0011264302353443053 -0.0018317000973013065 0.0047413549759126742 0.012060264254580384 0.0084431616184312917 -0.0086968132550246172 0.00020371304164470202 -0.0087381675389897953 0.0026310679267287497 0.010196366461894368 4.8831277627415795e-05 -0.0074946574892353207 -0.0038697369510600956 -0.005714255802518455 0.0015175208160456575 0.0025417466922250231 0.0088176758084812408 0.0020880527634661965 -0.0036528626940500585 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37.8168 25.0266 23.9849 23.4749 25.6773 20.6658 19.9784 19.626 18.1373 17.7296 17.6577 17.2648 20.9257 31.4242 17.2057 16.5338 threshold=0.031991988420486402 0.92614999413490307 0.0004375023563625001 -390.49999999999994 -4.4999999999999991 0.99962311983108532 0.6303343176841737 0.0025646678404882004 3.4519272958277731e-05 0.49114476144313818 -8.4999999999999982 0.1800593510270119 450.50000000000006 0.94754041967664271 0.98303884267807018 -364.49999999999994 97.500000000000014 0.52649122807017557 3.5000000000000004 0.007890905253589103 1.0000000180025095e-35 423.50000000000006 0.010294413659721552 1.0000000180025095e-35 98.500000000000014 0.87439320388349528 20.500000000000004 -234.49999999999997 0.69967320261437915 19.500000000000004 decision_type=2 2 2 10 8 2 2 2 2 2 8 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 8 10 2 8 left_child=2 3 8 9 7 10 11 -4 -1 17 12 25 -3 19 23 -10 -13 18 -2 -9 29 -8 -6 -12 -19 26 27 -5 -18 -11 right_child=1 5 4 6 22 -7 21 13 15 20 14 16 -14 -15 -16 -17 28 24 -20 -21 -22 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1450.2976191714406 22.044154182076454 216.13766976445913 861.42327772825956 2365.9983298331499 88.243483670055866 324.35814687982202 143.34434936195612 981.02404935657978 197.74578315019608 13.945402279496191 279.60197574272752 119.150944262743 73.319198280572891 240.82107644528151 1127.1225943043828 106.01644017547369 50.918813206255436 397.59566147625446 leaf_count=462147 2393 11286 22816 267 9695 103933 5464 9547 14326 147 1052 6360 92 1617 5589 48517 482 2608 1199 8572 1010 62 2941 704 683 1259 6699 687 275 2083 internal_value=0 0.00956475 -0.00881556 0.00363513 -0.00359321 0.0115476 0.005129 -0.00251792 -0.00989408 -0.000513436 0.00954325 0.00391347 0.0105722 -0.000835269 0.00753892 -0.00818842 0.00517403 -0.00230122 -0.000984865 -0.00131814 0.00223722 0.00804548 -0.00749635 0.0046066 -0.00416023 0.00258916 0.00212438 -0.00145133 0.0012084 0.00101726 internal_weight=0 23855.8 26017.4 5978.22 4453.38 17877.6 4395.44 3491.49 21564 1582.78 3484.32 3102.41 2302.36 1993.89 1181.96 3188.5 1589.46 959.289 561.612 1777.76 623.49 1293.03 961.884 320.536 397.677 1512.95 1272.13 145.009 139.162 425.744 internal_count=734512 154334 580178 31678 55188 122656 21555 42552 524990 10123 18723 16029 11378 19736 7345 62843 7117 6883 3592 18119 3240 5526 12636 1756 3291 8912 7653 954 757 2230 is_linear=0 shrinkage=0.01 Tree=187 num_leaves=31 num_cat=0 split_feature=1 3 0 3 0 5 5 1 3 4 5 1 1 3 3 3 4 5 1 5 3 1 3 5 1 3 5 5 3 3 split_gain=5578.97 1268.89 951.428 637.187 636.424 526.184 272.88 256.913 207.003 185.541 152.01 128.39 227.312 534.485 115.806 113.094 111.696 105.551 98.5985 95.1324 91.5948 79.1366 77.4927 73.9885 71.3217 70.6309 143.983 119.21 106.412 82.0138 threshold=-2.4999999999999996 0.21483516483516482 1.0000000180025095e-35 0.9740215924426453 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 -9.4999999999999982 0.25018968133535663 20.500000000000004 2.5000000000000004 -71.499999999999986 -60.499999999999993 0.87439320388349528 0.94133291614518144 0.32583417593528818 25.500000000000004 1.5000000000000002 -61.499999999999993 2.5000000000000004 0.49441323345817728 -64.499999999999986 0.90943267259056748 8.5000000000000018 -60.499999999999993 0.52013513513513521 1.5000000000000002 1.5000000000000002 0.98067587752053786 0.49441323345817728 decision_type=8 2 2 2 2 10 10 8 2 8 10 10 10 2 2 2 8 10 10 10 2 10 2 10 10 2 10 10 2 2 left_child=1 9 3 6 5 8 11 -4 -2 19 16 -3 13 18 -14 -10 -5 20 -13 -1 -6 -11 -15 -19 -23 27 -27 -17 -28 -29 right_child=4 2 7 10 17 -7 -8 -9 15 21 -12 12 14 22 -16 25 -18 23 -20 -21 -22 24 -24 -25 -26 26 28 29 -30 -31 leaf_value=-0.0029548900496276262 0.0064735507909545534 -0.0051229084505480986 0.0018171408220558488 -0.0017849893482941716 0.0061674847214633413 -0.0037474375527518033 -0.007297962350067114 -0.0094907591018467494 -0.0034540409875242518 0.0011852195499332668 -0.0063338085643336239 -0.0039776832125508225 -0.0040861924455878624 0.010375954660513702 -0.0098701523602700604 0.0027653779528132956 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4040 11141 20600 11242 6359 2910 1714 23517 3045 552 1024 18215 45517 12195 6379 964 6668 internal_value=0 -0.00255685 -0.00356965 -0.00437054 0.00442178 0.00306957 -0.00490021 0.00115496 0.00372055 0.00141303 0.00122484 -0.00432076 -0.00330888 -0.000674414 -0.00454248 0.00302584 0.00230652 0.00703898 -0.00308814 -0.00189601 0.00752799 0.00228712 0.0092524 0.00351558 0.00370242 0.00322778 0.00249269 0.00437418 -0.00107851 0.00663702 internal_weight=0 31558.9 25144.1 21499.6 17983.2 11857.1 19640.4 3644.49 10823.5 6414.82 1859.21 15817.8 6994.47 2230.68 4763.79 8642.57 1626.45 6126.1 1794.37 1340.4 5379.48 5074.41 436.306 746.615 2221.31 8381.36 5106.78 3274.58 924.572 1360.7 internal_count=734512 545800 475905 430831 188712 133881 406990 45074 116329 69895 23841 313738 130360 35583 94777 96197 19305 54831 30991 18341 47448 51554 4592 7383 21260 92323 58676 33647 13159 13047 is_linear=0 shrinkage=0.01 Tree=188 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 10 47 11 47 47 10 11 28 10 4 47 10 10 11 10 28 10 18 28 10 10 28 2 3 split_gain=41343.8 2792.32 1467.34 226.707 176.345 143.329 119.082 171.511 109.787 109.371 89.8298 133.751 73.6631 59.8598 77.9953 48.1892 47.743 121.906 46.1725 42.8902 42.8106 41.0279 59.9114 73.2663 39.9282 34.7547 32.9167 30.5111 28.9682 28.0399 threshold=0.031991988420486402 0.92614999413490307 0.0004375023563625001 0.36455024778842932 0.99962311983108532 5.4750000000000005 5.4750000000000005 1.0000000180025095e-35 3.4519272958277731e-05 1.0000000180025095e-35 1.0000000180025095e-35 7.1650000000000009 0.0048335506580769504 1.0000000180025095e-35 2.9250000000000003 20.500000000000004 1.0000000180025095e-35 3.2350000000000008 5.3350000000000009 0.0061350197065621007 5.705000000000001 1.0000000180025095e-35 2.9850000000000008 1.0000000180025095e-35 1.0000000180025095e-35 3.1250000000000004 6.1150000000000011 1.0000000180025095e-35 0.94255085211654765 0.94754041967664271 decision_type=2 2 2 2 2 8 8 2 2 2 2 8 2 2 10 10 2 10 10 2 8 2 10 2 2 10 10 2 2 2 left_child=2 3 8 6 16 9 7 13 -1 24 11 21 -11 14 -2 -9 17 -3 27 -7 -10 22 -5 -24 25 -4 -18 -19 -8 -21 right_child=1 4 5 10 -6 19 28 15 20 12 -12 -13 -14 -15 -16 -17 26 18 -20 29 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010181575641440324 0.0020147526851413892 0.010506326393067769 -0.0040767588636186902 0.0051304176364368294 0.011999955978393834 -0.0020298541881266343 0.005796418495854043 -0.0031761895975656517 -0.0086975442591393365 -0.0049038183414756402 0.0069314354627088431 0.010939695899385078 -0.0011919197721284402 0.0038191745288477514 -0.0056248657649679091 0.0032609525056779033 0.011292911773696694 0.0015687010381369465 0.0084173609995403798 0.0008644257544068362 -0.0056323041644659767 0.0072957870506134394 -0.0026950481135895451 0.0082985188993860079 -0.0024056054321535078 -0.0088560042461572272 0.0084613375332260547 0.010468420247483647 -0.0013443706237587555 0.0078102681666113788 leaf_weight=18156.055805597454 172.78848469257355 862.44456376135349 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0.0104835 0.00257034 0.00520434 0.0019651 internal_weight=0 23682.4 25752.8 5975.1 17707.3 4435.63 3100.4 2353.29 21317.2 3298.82 2874.7 1015.87 2183.56 878.481 762.564 1474.81 3467.09 1455.96 593.515 1136.8 3161.15 831.519 724.22 511.531 1115.26 962.967 2011.13 385.68 747.111 435.831 internal_count=734512 154334 580178 31678 122656 55188 18579 14634 524990 43589 13099 5133 28318 6494 5824 8140 18723 8635 2683 11599 62843 4156 3701 2729 15271 13134 10088 1759 3945 3292 is_linear=0 shrinkage=0.01 Tree=189 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 11 5 5 5 6 38 11 2 2 5 6 2 2 2 2 6 2 6 2 11 18 4 6 split_gain=40792.8 2787.77 1468.4 223.231 179.455 133.751 110.651 59.169 36.9692 35.3339 26.739 26.678 23.5384 22.7731 20.625 20.3348 25.8913 19.9633 18.1629 17.2462 19.5001 16.8793 23.3985 25.673 19.3956 18.2085 16.7115 15.9075 17.0065 15.8307 threshold=0.031991988420486402 0.92614999413490307 0.0004375023563625001 0.254873737692833 0.9982588291168214 0.0038593490608036002 3.4519272958277731e-05 0.6303343176841737 1.5000000000000002 2.5000000000000004 1.5000000000000002 450.50000000000006 1.0000000180025095e-35 0.99991196393966686 0.13660287081339714 0.15018796992481201 2.5000000000000004 102.50000000000001 0.12560679611650488 0.17677696078431374 0.16774891774891773 0.13363095238095238 1.5000000000000002 0.49882629107981225 2.5000000000000004 0.51739261947973392 0.98303884267807018 1.0000000180025095e-35 29.500000000000004 48.500000000000007 decision_type=2 2 2 2 2 2 2 2 8 10 10 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 8 2 left_child=2 3 6 9 11 14 -1 15 -9 12 19 26 21 -6 -4 -5 17 -17 -10 20 -7 24 23 -23 -2 -25 -3 28 -27 -21 right_child=1 4 5 7 13 10 -8 8 18 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 29 -22 22 -24 25 -26 27 -28 -29 -30 -31 leaf_value=-0.010174387116188073 0.0018573754378293848 0.0081677337607188056 -0.0035160237191508206 0.0054713507043192043 0.010827825746785679 0.00030597501363645074 -0.0081394787326296621 0.0074053529278123656 0.0074497528876916325 -0.0023307050908335587 -0.003500591155798875 -0.0020477280707924552 0.016083585841202758 0.012030024424601419 -0.005749975344946325 0.0040835725230711209 -0.0016762164446302364 -0.00041851858226996081 0.0030259302670637227 -0.0011204484733749441 0.020766850363060491 -0.00016462715556777666 -0.00011540109352279352 0.0060017691240889315 0.0054991435818544654 -0.0020504602358679324 0.0098171421001531506 0.011230633853647181 0.0032027626011713675 -0.0041417050586908151 leaf_weight=17988.036666490138 501.8175735399127 1085.9636044204235 541.99416843056679 542.04105987399817 1787.9513177275658 492.26240693405271 3138.4089303314686 1276.0772303640842 124.94801063090563 239.38259094953537 614.58555876463652 21.650579571723938 11.330037415027617 13272.545573741198 1740.2806083746254 906.97980888187885 102.59017580747604 110.49117963761091 360.81955386698246 807.78576170280576 4.7023861259222022 271.53052528947592 818.40277744084597 199.03580012917519 206.39274986460805 90.488396249711514 1414.2022487074137 17.964530393481255 193.20810873806477 220.84476503357291 leaf_count=462147 2466 5299 6920 2414 11152 3908 62843 5756 566 1867 6957 93 66 98421 27085 4249 581 639 1644 7610 55 1730 5868 1013 1173 517 7691 106 1023 2653 internal_value=0 0.00946871 -0.00877523 0.00356666 0.0114739 -0.0035354 -0.00987209 0.00523479 0.00651161 0.00132642 -0.00173952 0.009005 0.00170537 0.0118873 -0.00521946 0.00388135 0.00311189 0.00359467 0.00416382 -0.00103008 0.00049958 0.00163451 0.00106274 0.00231133 0.00291869 0.00365406 0.00910071 0.00210504 0.00152718 -0.00176911 internal_weight=0 23555.8 25548.9 5973.5 17582.3 4422.46 21126.4 3423.95 1761.84 2549.55 2140.18 2521.82 2310.17 15060.5 2282.27 1662.1 1120.06 1017.47 485.768 1525.6 496.965 2298.84 1590.63 772.227 708.21 500.697 2500.17 301.661 283.697 1028.63 internal_count=734512 154334 580178 31678 122656 55188 524990 15849 7966 15829 21183 13083 13962 109573 34005 7883 5469 4888 2210 14226 3963 13896 10257 4389 3639 2659 12990 1646 1540 10263 is_linear=0 shrinkage=0.01 Tree=190 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 11 10 11 11 10 1 10 10 11 10 10 10 10 10 1 1 5 5 10 10 5 5 10 split_gain=40247.1 2784.24 1469.6 363.062 560.317 186.987 182.774 149.581 138.095 127.8 111.531 98.957 71.3963 279.148 63.4961 49.213 43.1991 38.4119 34.2236 43.9663 31.5794 85.2569 262.119 34.1565 30.8158 29.6014 29.1409 34.6302 28.0432 26.0334 threshold=0.031991988420486402 0.92614999413490307 0.0004375023563625001 -390.49999999999994 2.9850000000000008 -4.4999999999999991 0.99962311983108532 0.6303343176841737 2.2150000000000003 0.0025646678404882004 3.4519272958277731e-05 1.3650000000000004 -8.4999999999999982 3.6650000000000005 3.9650000000000003 0.1800593510270119 5.705000000000001 5.4450000000000012 5.5050000000000008 4.9450000000000012 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 3.5000000000000004 5.285000000000001 5.7250000000000005 5.5000000000000009 1.5000000000000002 8.3400000000000016 decision_type=2 2 2 10 10 8 2 2 10 2 2 10 8 10 10 2 8 8 10 10 10 10 10 10 10 8 10 8 10 10 left_child=2 3 10 4 11 9 12 15 -7 25 -1 -2 20 -14 -6 24 -12 -11 19 -15 -3 23 -23 -22 -5 -4 -16 -28 -9 -10 right_child=1 6 5 7 14 8 -8 28 29 17 16 -13 13 18 26 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.010167222891732329 0.010227194283870396 0.011141066404486267 -0.0056724043457606274 0.0028969993799213452 -0.0018358735881982 0.004780176742727532 0.011946976556211297 0.0087760832990796296 -0.0087047448677680106 -0.0016974500899666115 -0.008659017850052424 0.0024972354267073305 0.010042281287646726 -0.00016984819705984146 -0.0080335701212099851 0.0050487818623337292 -0.0055607862129839524 0.0013217814874242359 0.006109168473485505 -0.0097211411870232866 0.011875106068930344 -0.025324620261490335 0.0089721387550476903 0.0060085727858174599 -0.0030201258295388216 -0.0026812924238752262 -0.0026127216395409442 0.026215914359567334 0.0054636352034161586 0.030953192070996224 leaf_weight=17821.538876079023 336.43523962795734 1635.5724897831678 975.99596401676536 1421.7619773745537 295.59827946871519 84.279949508607388 14020.050321750343 937.21559338271618 864.24790890514851 1375.5023618191481 2570.3565021753311 326.17223261296749 894.33244151622057 149.75580140948296 580.73548116534948 1590.7971472069621 545.55528430268168 607.47725746408105 47.548267304897308 71.064125120639801 378.46505604684353 28.830797344446182 98.13412219285965 134.52084457874298 93.821922436356544 500.54761993512511 34.86790531873703 4.7323781773447982 351.41302873194218 1.6584510914981354 leaf_count=462147 1664 8061 15942 8248 1630 447 103933 4035 12170 14630 53053 1456 6168 654 5096 7117 9790 5106 214 309 1998 123 479 717 664 6874 248 29 1491 19 internal_value=0 0.00942393 -0.008757 0.00353096 -0.000582677 -0.00351023 0.0114403 0.00500844 -0.00743944 -0.00243104 -0.00986204 0.00642208 0.00937412 0.00735818 -0.00565008 0.00382023 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threshold=3.1750000000000003 30.500000000000004 2.2150000000000003 5.5950000000000006 8.4000000000000021 4.0850000000000009 6.9850000000000012 1.5000000000000002 4.2350000000000012 5.5000000000000009 1.0000000180025095e-35 0.031331806282722509 1.5000000000000002 1.0000000180025095e-35 30.500000000000004 0.74443344878772899 2.8350000000000004 1.0000000180025095e-35 0.25092592592592594 18.500000000000004 0.51739261947973392 0.010811126694717151 21.500000000000004 0.74478940512375169 0.78956442831215978 2.5000000000000004 4.5750000000000011 2.2150000000000003 1.0000000180025095e-35 4.4750000000000005 decision_type=10 2 10 10 10 10 10 10 10 10 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 10 10 8 2 10 left_child=2 3 14 5 6 17 15 20 -3 -6 13 -10 26 -7 27 19 -4 21 -16 -5 -8 -2 -14 -24 -25 -17 28 -1 -12 -30 right_child=1 8 16 4 9 10 7 -9 11 -11 12 -13 22 -15 18 25 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31 leaf_value=0.0078557241304459437 0.0035401990548486893 -0.0026107234784166623 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1281.9645937718451 696.85374470427632 278.86745299771428 219.95814713090658 1819.8866905868053 456.48790673911572 209.11898616328835 105.4250666461885 44.821078576147556 4255.3871870115399 7168.3570899292827 152.89254742488265 144.14969003200531 leaf_count=21573 2538 22028 26880 30138 32717 11223 2185 9129 7971 802 9918 208544 87910 20921 2630 3790 27396 12368 5918 6242 5070 24939 10170 2327 2615 655 75906 56943 1901 1165 internal_value=0 -0.00387322 0.00733669 -0.00249316 -0.000259554 -0.00328017 0.00150446 0.00521961 -0.00694146 -0.00554324 -0.00419524 -0.00762348 -0.00492569 -0.00151049 0.00888234 -0.000346378 0.00455317 0.000159548 0.00497044 -0.00133081 -0.00289891 -0.00116899 -0.00625854 -0.00336797 0.00192761 0.00418153 -0.00366213 0.00925237 -0.00111632 0.00273358 internal_weight=0 31811.7 16639.3 21942.3 5716.99 16225.3 4286.06 1425.22 9869.4 1430.94 12815.9 8526.61 10074.8 2741.08 10698.6 2860.83 5940.76 3409.43 924.546 2349.92 385.884 2127.46 4902.98 771.032 314.544 510.909 5171.85 9774.01 916.467 297.042 internal_count=734512 593172 141340 354629 90728 263901 57209 16384 238543 33519 224056 216515 191912 32144 87064 40825 54276 39845 8548 36380 7255 27477 103022 15112 4942 4445 88890 78516 12984 3066 is_linear=0 shrinkage=0.01 Tree=192 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 11 11 3 3 11 3 38 3 3 4 3 11 11 3 11 3 3 0 0 4 3 4 0 split_gain=39512.8 2764.09 1468.73 215.816 184.132 131.212 112.334 57.5116 30.7112 22.9005 22.8631 20.2003 17.842 15.9201 15.7363 15.1404 22.4309 15.6902 14.7714 14.2843 12.1906 12.0516 10.2887 16.56 15.8412 14.1512 11.2598 10.266 17.4275 9.60282 threshold=0.031991988420486402 0.92614999413490307 0.0004375023563625001 0.254873737692833 0.99962311983108532 0.0038593490608036002 3.4519272958277731e-05 0.6303343176841737 0.99188911914825451 0.96190130624092907 0.94754041967664271 0.0012464885949156502 0.94469928644240586 1.0000000180025095e-35 0.99938118811881205 0.50117370892018787 27.500000000000004 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79520 1220 7026 721 2937 1349 34 651 1102 100 2843 internal_value=0 0.00937182 -0.00873271 0.00350187 0.0113989 -0.00348061 -0.00984867 0.00514494 0.00931981 0.00129908 -0.00170036 -0.00515899 0.00640695 0.000979579 0.00135133 0.000923207 0.00158923 -0.00147561 -0.00808952 -0.0101576 0.00381062 -0.00205193 0.00212503 0.00163004 0.00292489 0.00391274 0.00604393 0.00411261 0.00885453 -0.00424942 internal_weight=0 23229.9 25058.9 5962.85 17267 4391.4 20667.5 3415.32 3416.81 2547.52 2131.03 2260.37 1755.22 2287.73 220.139 2277.33 1365.95 203.263 3087.69 17579.8 1660.1 1910.89 1162.68 910.559 473.778 252.124 139.355 259.794 38.8314 1173.76 internal_count=734512 154334 580178 31678 122656 55188 524990 15849 18723 15829 21183 34005 7966 14521 1673 14458 7879 1258 62843 462147 7883 19510 6621 5215 2278 1406 685 1308 206 15860 is_linear=0 shrinkage=0.01 Tree=193 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 47 11 47 11 47 28 47 11 5 5 11 28 38 3 5 3 47 3 4 11 4 3 5 11 3 split_gain=38983.5 2760.74 1469.84 211.967 187.468 134.539 113.214 109.893 101.057 86.1509 52.0801 46.5183 36.3296 32.2741 32.2632 31.2948 31.0404 29.0929 34.8124 26.8562 23.1055 22.8365 21.2684 38.2865 20.9569 20.9138 30.6133 19.7369 22.1754 17.0312 threshold=0.031991988420486402 0.92614999413490307 0.0004375023563625001 0.36455024778842932 0.99962311983108532 1.0000000180025095e-35 3.4519272958277731e-05 1.0000000180025095e-35 0.0048335506580769504 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.0038593490608036002 3.5000000000000004 2.5000000000000004 0.98303884267807018 1.0000000180025095e-35 1.0000000180025095e-35 0.50117370892018787 2.5000000000000004 0.8577380952380953 1.0000000180025095e-35 0.84240094618568906 21.500000000000004 0.0012464885949156502 19.500000000000004 0.40758719884933481 2.5000000000000004 0.6303343176841737 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 10 10 2 2 2 2 10 2 2 2 10 2 10 2 8 2 2 left_child=2 3 6 7 11 12 -1 10 24 27 17 15 -4 22 25 -3 -14 18 -2 20 -10 -8 23 29 -7 26 -11 28 -5 -9 right_child=1 4 5 9 -6 8 21 13 19 14 -12 -13 16 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010150537171228761 -0.00032803624792348591 0.0055737424771027579 -0.0077820037906786424 0.0014844094055933268 0.011886173408435997 -0.0051522197636960244 -0.0092852005848821691 -0.0064131180913138608 -0.00035748805886022371 -0.0021148020619742264 0.0046559456672217552 0.010257470163031064 -0.0053236586513388893 -0.0018819498255061887 0.002948662034754385 0.0088362006928152294 0.0010509598510673162 0.011534800517929863 -0.0042427045632969177 -0.004243194497442147 0.0033658175352464076 -0.0074552811994860139 0.0056570471982600448 0.0034294582001094553 -0.0029388587329028442 0.0075462160777929714 0.0069518070216656284 -0.0020195530778385254 0.004655551262639248 0.00047908027399365708 leaf_weight=17417.037814322859 536.28184475377202 414.52495540678501 663.5149409621954 353.52064011245966 13741.834347262979 750.21233123168349 1024.0378788933158 51.283528000116348 974.11274457350373 57.272627949714661 146.29901237040758 1976.9430923089385 558.39839617535472 124.74254389107227 203.11054460704327 1011.4454234391451 88.4922103472054 16.190359137952328 394.10948724672198 147.80436184629798 201.07361517101526 2041.5938859805465 334.48162984848022 1377.7271277531981 995.33723249658942 1485.9104467630386 106.47527250647545 70.609543010592461 586.12556015700102 119.16218249499798 leaf_count=462147 3479 2196 10309 1841 103933 12686 19392 259 8724 242 842 10088 6498 809 890 6439 934 89 3320 1648 1534 43451 1652 7375 12855 6388 446 414 2878 754 internal_value=0 0.00932733 -0.00871438 0.00346658 0.0113658 -0.00345568 -0.00983863 0.00165481 -0.00231023 0.00542849 -0.000896802 0.00926448 -0.00613794 0.00304398 0.00670941 0.00788781 -0.00445163 -0.00175501 -0.00198627 -0.000225715 0.000279567 -0.00806654 0.00337037 0.00287633 -0.00389013 0.00717244 0.00378066 0.00307933 0.00346248 -0.00159464 internal_weight=0 23108.1 24861.6 5963.3 17144.7 4378.95 20482.7 3100.28 3068.54 2863.02 1092.88 3402.91 1310.41 2007.4 1852.77 1425.97 646.891 946.582 930.391 1322.99 1175.19 3065.63 1882.65 1548.17 1745.55 1649.66 163.748 1010.26 939.646 170.446 internal_count=734512 154334 580178 31678 122656 55188 524990 18579 37447 13099 7730 18723 17741 10849 7966 8635 7432 6888 6799 11906 10258 62843 10040 8388 25541 7076 688 5133 4719 1013 is_linear=0 shrinkage=0.01 Tree=194 num_leaves=31 num_cat=0 split_feature=10 47 10 10 3 3 3 10 3 5 10 10 10 47 10 10 10 10 3 47 47 10 47 10 10 5 10 47 10 10 split_gain=13160.5 1485.4 685.73 602.054 525.899 328.692 504.939 232.237 220.175 213.161 186.756 304.483 222.897 181.24 161.021 240.361 160.04 193.494 195.678 162.836 136.874 130.152 109.404 94.7476 104.498 93.5963 89.2527 82.7792 78.9398 76.3263 threshold=3.1750000000000003 1.0000000180025095e-35 3.1750000000000003 4.0850000000000009 0.21483516483516482 0.90844616376531284 0.90943267259056748 2.3250000000000006 0.97156334231805941 5.5000000000000009 6.0750000000000011 9.1600000000000019 8.1200000000000028 1.0000000180025095e-35 9.8950000000000014 5.5950000000000006 4.995000000000001 4.9850000000000012 0.73935688405797106 1.0000000180025095e-35 1.0000000180025095e-35 7.0450000000000008 1.0000000180025095e-35 7.035000000000001 6.9850000000000012 2.5000000000000004 2.6550000000000007 1.0000000180025095e-35 3.5950000000000002 7.2000000000000011 decision_type=10 2 8 10 2 2 2 10 2 10 10 10 10 2 10 10 10 10 2 2 2 10 2 10 10 10 10 2 10 10 left_child=1 7 26 13 9 10 21 -1 -8 14 16 12 23 28 15 27 17 -6 -19 -20 -13 -7 -18 24 -12 -10 -3 -5 -2 -17 right_child=3 2 -4 4 5 6 8 -9 25 -11 11 20 -14 -15 -16 29 22 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.010541876583654321 0.0034830978834802045 0.0015886135276334179 0.006614102787833781 -0.0052908644457712994 -0.0051601021484173597 -0.0078382603551485994 -0.0068113632678257407 0.0074159710616793651 -0.00038682466657807976 0.0062968702375489974 -0.0021128247608559166 0.0051938193102877128 0.0052952816771425718 -0.0022969500265229174 -0.0098426076754000724 0.0011740518238143604 -0.0082441916187582752 -0.0080084709834000716 0.012122328936450072 -0.007668519489127802 -0.0096976159102887243 0.011002279303796466 -0.0060197565939094757 -0.0056191141447551841 0.0080350985293169089 -0.0067550904721821962 -0.0019259254514812907 -0.0017453474293355165 -0.00043727595357655479 0.0078374983247825047 leaf_weight=6958.5229023620486 1146.4468066692352 1370.908882714808 2899.4492902643979 1024.5262994468212 5321.9751811195165 41.304374158382416 1218.223332170397 3609.6125029660761 1563.2724252939224 340.02176801115274 1153.3430435154587 66.95808906853199 392.83815164864063 2428.3026368469 242.56912187114358 959.90501669794321 3389.450320713222 119.50131101533771 184.79529995843768 53.641996232792735 789.44238214567304 326.51571151986718 6359.46043635346 798.87979090213776 111.26305693760514 270.76293066889048 1527.9035004228354 1843.249944280833 930.48560260608792 209.39942854270339 leaf_count=58648 10269 12812 22432 14714 106752 813 30921 28428 21121 2944 20515 665 4250 36929 6826 10412 76131 2691 1138 1389 25503 3279 153601 18668 938 5344 19020 24980 10893 1486 internal_value=0 0.00724271 0.00317552 -0.00382419 -0.00439315 -0.00503294 -0.00218207 0.0094742 -0.00351592 -0.00132391 -0.00555319 -0.00339888 -0.00160875 -0.000442015 -0.00192939 -0.00145392 -0.00601574 -0.00468144 0.00243553 0.00766992 -0.00853332 0.00888658 -0.00679314 -0.00292311 -0.00121999 -0.00132699 -0.000263827 -0.003012 0.00172673 0.00236734 internal_weight=0 16366.4 5798.26 31286.5 26781.3 22161.6 3420.08 10568.1 3052.26 4619.67 18741.5 3312.72 2456.32 4505.24 4279.65 4037.08 15428.8 5679.91 357.939 238.437 856.4 367.82 9748.91 2063.49 1264.61 1834.04 2898.81 2867.78 2076.93 1169.3 internal_count=734512 141340 54264 593172 535081 473719 61478 87076 57386 61362 412241 70539 44371 58091 58418 51592 341702 111970 5218 2527 26168 4092 229732 40121 21453 26465 31832 39694 21162 11898 is_linear=0 shrinkage=0.01 Tree=195 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 1 11 10 10 11 11 1 10 11 6 10 11 10 6 3 10 10 10 5 10 10 5 5 5 split_gain=38261.1 2736.82 1471.04 357.569 532.263 188.908 185.27 143.429 133.695 126.57 123.524 114.178 71.4857 273.275 47.0031 45.5326 43.2827 37.5122 36.2027 35.8725 34.3288 33.3554 42.6892 31.1012 29.3971 29.1228 28.7197 33.4921 28.3009 27.6082 threshold=0.031991988420486402 0.92614999413490307 0.0004375023563625001 -390.49999999999994 2.4250000000000003 0.99962311983108532 -4.4999999999999991 0.6303343176841737 2.2150000000000003 3.9650000000000003 0.0025646678404882004 3.4519272958277731e-05 -8.4999999999999982 3.6650000000000005 0.1800593510270119 450.50000000000006 5.705000000000001 0.6303343176841737 5.4450000000000012 25.500000000000004 0.31287650602409645 5.5050000000000008 4.9450000000000012 2.4250000000000003 3.5000000000000004 5.285000000000001 5.7250000000000005 5.5000000000000009 1.5000000000000002 1.5000000000000002 decision_type=2 2 2 10 10 2 8 2 10 10 2 2 8 10 2 2 8 2 8 2 2 10 10 8 10 8 10 8 10 10 left_child=2 3 11 4 23 12 10 14 -8 17 25 -1 15 -14 24 -3 -13 -6 19 28 -20 22 -15 -2 -5 -4 -11 -28 -12 -9 right_child=1 5 6 7 9 -7 8 29 -10 26 18 16 13 21 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.010140969070783871 0.0052603800454762949 0.010386118355419516 -0.0055714766476894998 0.0028423047436620212 -0.002360138912792715 0.011851323059559838 0.0046069399230296666 0.0086191861117376652 -0.0085659405941295036 -0.0079694170246242275 0.00032982249623846564 -0.0085901197207692865 0.0098877417778538406 -0.00026831987702637794 0.0049467770756356265 -0.0040734780351610071 -0.0054582199942139189 0.0036855736789031326 -0.0023143744563438695 -0.0043922300331360091 0.0028772760270778298 0.0059525418742412033 -0.0096863935387006862 0.010652448246031881 -0.0029543392947798527 -0.0025848036824844358 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0.00921022 0.00716765 0.00374575 0.0102445 -0.0080375 -0.000638372 -0.000713097 -0.00161641 0.00131981 -0.0016649 -0.00329993 0.00853963 0.00248586 -0.00455497 -0.00740195 0.000845739 -0.000669612 0.00772 internal_weight=0 22906 24577.2 5955.91 1566.39 16950.1 4358.92 4389.51 933.295 1117.5 3425.63 20218.3 3383.66 1137.44 3106.29 2246.22 3036.63 503.87 1971.44 1364.94 606.503 267.813 220.487 448.891 1516 1454.19 613.634 39.5019 1017.78 1283.22 internal_count=734512 154334 580178 31678 10123 122656 55188 21555 12636 7926 42552 524990 18723 7345 16029 11378 62843 2553 19736 14630 5106 1177 963 2197 8912 22816 5373 277 10102 5526 is_linear=0 shrinkage=0.01 Tree=196 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 11 11 11 1 11 6 0 1 6 6 11 2 2 1 1 0 6 11 6 1 11 2 11 split_gain=37753 2733.53 1471.72 381.508 199.827 183.62 126.178 121.856 115.055 88.7148 47.2026 45.9724 40.6966 26.5657 26.1358 23.2781 22.3128 20.6005 19.7247 19.4411 74.584 144.259 19.0802 18.5609 18.0202 17.7786 21.4946 16.9266 15.1804 15.0207 threshold=0.031991988420486402 0.96394401788711548 0.0004375023563625001 -1.0000000180025095e-35 0.6303343176841737 -4.4999999999999991 0.99962311983108532 0.0025646678404882004 3.4519272958277731e-05 0.49114476144313818 -8.4999999999999982 0.1800593510270119 423.50000000000006 1.0000000180025095e-35 -364.49999999999994 472.50000000000006 97.500000000000014 0.007890905253589103 0.94255085211654765 0.89619252873563238 -57.499999999999993 -56.499999999999993 1.0000000180025095e-35 1.0000000180025095e-35 0.010294413659721552 29.500000000000004 -63.499999999999993 0.00014531796477960005 0.54182569974554717 0.98303884267807018 decision_type=2 2 2 8 2 8 2 2 2 2 8 2 2 2 10 2 2 2 2 2 10 10 2 2 2 2 10 2 2 2 left_child=2 3 8 4 11 7 10 -4 -1 22 12 -2 19 18 -10 -6 -13 -9 23 -3 25 -22 -5 -11 -7 -21 -27 -16 -19 -12 right_child=1 6 5 9 15 24 -8 17 14 13 29 16 -14 -15 27 -17 -18 28 -20 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010133899079066248 0.0024564978050521501 0.01101243312025956 -0.0045270208348033008 -0.0032259052881864103 0.008092633249249883 -0.008240567748141036 0.011826413213022816 -0.001855237076612085 -0.0095930029413766171 0.0026575871378459676 0.0048806166848361148 0.0052554887814942478 -0.0041686348481944973 0.0048976798105099511 -0.0082072670033950506 -0.0040566737770558687 0.0010731111401818198 0.00087196510256086577 0.009269184156807506 0.011729095908095502 -0.025627260966952021 0.011955026308059086 -5.5358379969564846e-05 -0.0012645265165309109 -0.0051798147612152189 -0.0036804109412704438 0.011737830057075493 -0.0064454103176542158 -0.0018626978097817262 0.0082630836232536163 leaf_weight=17022.493760332465 1518.9434520080686 1561.9014928787947 1448.5641044303775 682.94111762940884 1667.9125867038965 655.21086274087429 13459.587436012924 870.92496195062995 778.17378027923405 216.7352986484766 156.2828856408596 1452.6830920502543 18.866413444280624 251.32674989104271 1294.8712349757552 15.920980796217917 139.83672387897968 830.69272582232952 26.902485191822052 177.16109736263752 17.915542915463448 23.757669746875763 262.86569260805845 272.19055384397507 272.29412079975009 18.067891091108322 18.099749259650707 941.97025451809168 268.63583702966571 820.86522191762924 leaf_count=462147 8923 7841 22816 5343 7325 9695 103933 10349 14326 1138 893 6364 79 1359 30081 70 758 7035 132 1130 78 135 1526 1467 2941 124 127 18436 2352 5589 internal_value=0 0.00923315 -0.0086708 0.00375577 0.00520283 -0.0033958 0.0114239 -0.00232522 -0.00981499 -0.000295145 0.00949765 0.00370112 0.0104427 0.00223173 -0.00801447 0.00797776 0.00488824 -0.000706419 0.0009328 0.0105945 0.00803441 -0.00420181 -0.00234472 0.000474102 -0.007342 0.0104247 0.0040355 -0.00746532 0.000203713 0.0077221 internal_weight=0 22780.8 24383.8 6508.26 4795.3 4346.32 16272.5 3418.82 20037.5 1712.96 2812.92 3111.46 1835.77 767.155 3015.02 1683.83 1592.52 1970.25 515.828 1816.9 255.002 41.6732 945.807 488.926 927.505 213.329 36.1676 2236.84 1099.33 977.148 internal_count=734512 154334 580178 34405 23440 55188 119929 42552 524990 10965 15996 16045 9514 4096 62843 7395 7122 19736 2737 9435 1594 213 6869 2605 12636 1381 251 48517 9387 6482 is_linear=0 shrinkage=0.01 Tree=197 num_leaves=31 num_cat=0 split_feature=11 11 11 11 47 10 10 11 28 47 11 11 18 47 10 38 10 18 28 10 38 11 10 10 28 11 10 10 47 10 split_gain=37247.4 2731.76 1472.75 272.528 144.682 242.119 140.796 128.608 109.799 108.619 104.832 75.1969 71.8005 66.3303 94.5818 52.0626 49.8589 41.2687 51.6151 54.6391 67.1053 40.7541 40.49 38.762 38.4565 37.2883 35.0086 30.0657 83.6454 33.0509 threshold=0.031991988420486402 0.96394401788711548 0.00038402208883780005 0.6303343176841737 1.0000000180025095e-35 2.4250000000000003 5.4750000000000005 0.99962311983108532 1.0000000180025095e-35 1.0000000180025095e-35 2.8912609195685949e-05 0.0025646678404882004 1.0000000180025095e-35 1.0000000180025095e-35 2.3250000000000006 1.0000000180025095e-35 3.2350000000000008 1.0000000180025095e-35 1.0000000180025095e-35 3.9650000000000003 1.0000000180025095e-35 0.0061350197065621007 5.705000000000001 4.9050000000000011 1.0000000180025095e-35 0.1800593510270119 3.1250000000000004 2.6550000000000007 1.0000000180025095e-35 6.1150000000000011 decision_type=2 2 2 2 2 10 8 2 2 2 2 2 2 2 10 2 10 2 2 10 2 2 8 10 2 2 10 10 2 10 left_child=2 3 10 4 5 -2 9 27 12 24 -1 -11 15 14 -5 16 -7 18 19 -16 -21 -8 -12 -14 26 -6 -4 -3 -29 -30 right_child=1 7 6 13 25 8 21 -9 -10 11 22 -13 23 -15 17 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.01014097707630339 0.0075873218490779626 0.011000892818770779 -0.0040094203136427095 0.009535668463977541 0.0023677273477701118 -0.0010252329112531795 -0.0019246200518892058 0.011801790050416646 0.0047982844208912705 -0.0052963569711595515 -0.0086623055589210296 -0.0015796229610541503 -0.0054818749630036832 0.0077727528283139703 0.0035549790821710358 0.01001258849115 -0.0064983521122295267 0.0090881396106577226 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2254 6227 12215 3208 3870 2735 internal_value=0 0.00918956 -0.00865228 0.00371898 0.00220567 -0.000329762 -0.00347105 0.0113932 -0.00241553 -0.0045187 -0.00982721 -0.00323327 -0.0037271 0.0064866 0.0042445 -0.00464868 -0.00505231 0.00211265 0.00112278 -0.000263306 -0.00352994 -0.000465848 -0.00813304 0.00420716 -0.00706695 0.00356217 -0.00781423 0.00944478 0.00875485 0.0101964 internal_weight=0 22660.7 24192.7 6506.93 4206.73 1466.22 4471.99 16153.8 1160.48 3315.99 19720.7 2204.14 981.951 2300.2 838.49 879.765 856.194 597.68 523.405 438.061 236.085 1156 3081.66 102.186 1111.85 2740.51 957.291 2800.45 1940.22 1309.16 internal_count=734512 154334 580178 34405 23712 9749 57773 119929 8376 45643 522405 29715 7396 10693 4227 6789 6668 2814 2506 2149 1227 12130 65701 607 15928 13963 13674 15996 9813 6605 is_linear=0 shrinkage=0.01 Tree=198 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 1 10 10 11 11 11 1 10 11 10 11 6 10 10 2 6 10 1 10 10 1 1 10 10 split_gain=36751.7 2727.66 1473.6 365.893 586.953 194.626 183.725 145.275 135.122 130.929 129.847 105.653 46.1809 166.852 44.3112 40.5243 40.0712 39.1189 37.4651 34.9841 37.3973 35.424 33.5695 29.5703 28.5851 27.4426 82.6772 230.257 25.9275 24.0392 threshold=0.031991988420486402 0.96394401788711548 0.00038402208883780005 -1.0000000180025095e-35 2.4250000000000003 0.6303343176841737 -4.4999999999999991 3.9650000000000003 2.2150000000000003 0.99962311983108532 0.0025646678404882004 2.8912609195685949e-05 -344.49999999999994 3.2950000000000004 0.1800593510270119 5.705000000000001 0.6303343176841737 369.50000000000006 5.7250000000000005 5.4450000000000012 0.68208556149732635 25.500000000000004 5.285000000000001 -353.49999999999994 2.4250000000000003 6.1150000000000011 -57.499999999999993 -53.499999999999993 8.2700000000000014 3.6950000000000007 decision_type=2 2 2 8 10 2 8 10 10 2 2 2 10 10 2 8 2 2 10 8 2 2 8 8 8 10 10 10 8 10 left_child=2 3 11 5 24 14 10 16 -8 12 22 -1 13 -3 -2 -13 -6 25 -9 21 -21 -12 -4 -15 -5 -14 -27 -28 29 -10 right_child=1 9 6 4 7 -7 8 18 28 -11 19 15 17 23 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.010134088189281708 0.0024009438268157105 0.010412219055695339 -0.0056224691982884392 0.0056517994483388824 -0.0022740721490397825 0.0078446811436601038 0.0045845788443936017 -0.0079736873609044974 -0.0058632474593641607 0.011777448501225481 -0.00063822144081700997 -0.0086428202885121957 0.011367645033001795 0.0097209957651900741 0.0047861007400025633 -0.0056216421556807639 0.0034589969659904922 -0.0028666268321282024 0.0016567976362941901 0.0025589104490254372 -0.0036181513256473286 -0.0043467981321198982 -0.0025121079832441185 0.00052174382449544129 0.010504752437365459 0.010667901224451498 -0.025995908080130282 0.0086909017739884107 0.030951646048360048 -0.0096383029939867328 leaf_weight=16484.656687226146 1522.5044696778059 705.04070606827736 1018.0875557512045 196.74054616689682 358.52160102128983 1678.584601521492 86.167168498039246 606.317108605057 230.50915022194386 13247.6445646137 1015.160805683583 2520.4698351696134 1214.7321497499943 39.978481769561768 1594.7537058070302 538.90802187658846 184.7343028485775 22.039559677243233 43.278685733675957 484.01620361208916 122.89777963235974 345.12738402560353 526.411541223526 277.37813168764114 316.84415018558502 418.3698735460639 24.651198387145996 85.561181962490082 1.6584498360753048 628.92180845141411 leaf_count=456704 8923 5285 17390 946 1917 7395 461 5267 2089 103933 10102 55446 6267 182 7122 10255 844 93 292 4260 846 4528 7505 1276 1699 2354 106 433 19 10573 internal_value=0 0.00914763 -0.00863385 0.00368443 -0.000292352 0.00509943 -0.00344647 -0.00414066 -0.00735482 0.0113629 -0.00239222 -0.00981734 0.00939315 0.00770189 0.00362116 -0.00811064 -0.000324541 0.0103726 -0.00733207 -0.000688391 0.00130808 -0.00157915 -0.00456236 0.0016806 0.00864572 0.01054 0.00863802 0.000932505 -0.00854956 -0.00862579 internal_weight=0 22537.7 24003 6502.28 1706.44 4795.84 4458.96 1192.85 947.257 16035.4 3511.7 19544 2787.75 1022.4 3117.26 3059.38 543.256 1765.35 649.596 1967.2 606.914 1360.29 1544.5 317.357 513.585 1743.31 528.582 110.212 861.089 859.431 internal_count=734512 154334 580178 34405 10965 23440 57773 8320 13142 119929 44631 522405 15996 6743 16045 65701 2761 9253 5559 19736 5106 14630 24895 1458 2645 9160 2893 539 12681 12662 is_linear=0 shrinkage=0.01 Tree=199 num_leaves=31 num_cat=0 split_feature=11 11 11 11 47 11 11 11 47 47 47 11 47 3 3 3 38 11 18 47 2 18 3 3 0 2 3 13 18 2 split_gain=36263.6 2723.53 1474.24 264.447 138.324 134.877 132.97 106.477 68.2335 65.853 63.3628 35.8236 28.7572 26.5212 26.2697 22.2646 21.9392 22.5755 24.1708 21.4962 21.1528 19.1987 21.9614 19.0906 19.0645 16.7277 16.043 15.3233 15.1932 22.2695 threshold=0.031991988420486402 0.96394401788711548 0.00038402208883780005 0.6303343176841737 1.0000000180025095e-35 0.0038593490608036002 0.99962311983108532 2.8912609195685949e-05 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.1800593510270119 1.0000000180025095e-35 1.0000000180025095e-35 0.94754041967664271 0.87439320388349528 1.0000000180025095e-35 0.12629276514053342 1.0000000180025095e-35 1.0000000180025095e-35 0.13660287081339714 1.0000000180025095e-35 1.0000000180025095e-35 0.86984754376058737 1.0000000180025095e-35 0.89619252873563238 0.26365441906653431 1.0000000180025095e-35 1.0000000180025095e-35 0.53873431533006011 decision_type=2 2 2 2 2 2 2 2 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 7 4 13 8 12 -1 -4 26 21 23 -3 -2 -11 -12 17 -15 27 -9 -10 22 -5 -6 -22 -14 -7 -19 -28 -30 right_child=1 6 5 10 11 9 -8 19 20 14 15 -13 25 16 -16 -17 -18 18 -20 -21 24 -23 -24 -25 -26 -27 28 -29 29 -31 leaf_value=-0.010127218855301313 0.0024812509933550822 0.0081612265456693454 -0.0077306380711750031 0.0067416667962031523 0.0017843154910686249 -0.001430385202437486 0.011753383612357456 -0.0092678170795962352 -0.0020072626402367257 -0.00091661347260759264 0.007077776485512147 0.0046001255445706117 0.010654209578750908 -0.0029215908400731174 0.003231004320603068 0.010349423984043499 0.01018007937796033 -0.00072195650878192962 0.0063303805862437801 -0.0074882247044760087 -0.005159761686454694 0.009001488837382908 0.0027548421565238013 0.0049985929541237033 -0.001750560953786113 0.0078011674118894673 -0.0057170331705415746 0.014977423175691174 -0.0039106236359105311 0.01248929439763472 leaf_weight=16331.646559683606 273.6830697581172 1180.6109206527472 684.74613260105252 181.61930067837238 1119.4222552031279 150.07956603169441 13142.54808665812 1024.0004632771015 410.09316563606262 1302.0798390209675 1205.4492251127958 1404.6345717981458 1351.4599358439445 441.58273968845606 172.99539881944656 251.38716340065002 17.382101148366928 666.86589323729277 54.80691684037447 2013.3005839977413 1048.466857932508 75.333997532725334 577.50581504404545 221.3101095482707 194.4497445859015 242.35736198723316 441.46428612619638 6.2755847275257102 29.996250070631504 11.436872877180575 leaf_count=456704 1438 7522 11051 962 6598 1415 103933 20457 5378 12540 5336 6227 6927 3772 1211 1130 94 4133 282 45244 17680 313 2952 1138 2481 1547 5528 30 351 138 internal_value=0 0.00910634 -0.00861545 0.0036504 0.00216134 -0.00342221 0.0113334 -0.00980747 -0.0050762 -0.00158799 0.00638376 0.0034841 0.00934414 -0.000324938 -0.000430185 0.00764232 -0.000972001 -0.00113775 -5.5646e-05 -0.0080882 -0.00397662 0.00418651 0.00370868 0.00231489 -0.0046264 0.0102204 -0.0042861 -0.000575594 -0.00517363 0.000616281 internal_weight=0 22414.2 23814.8 6497.26 4205.96 4445.81 15917 19368.9 2337.76 2108.05 2291.3 2745.37 2774.43 1460.6 1475.08 1456.84 1186.91 1169.53 727.948 3037.3 1653.01 834.459 759.125 1340.73 1242.92 1593.82 632.977 673.141 482.897 41.4331 internal_count=734512 154334 580178 34405 23712 57773 119929 522405 36590 21183 10693 13963 15996 9749 13751 6466 8311 8217 4445 65701 25539 4227 3914 7736 20161 8474 7432 4163 6017 489 is_linear=0 shrinkage=0.01 Tree=200 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 1 1 10 10 2 1 10 10 1 10 2 1 1 6 1 1 1 1 1 1 6 2 1 1 1 split_gain=12125.7 1827.51 1241.77 514.386 339.556 479.219 453.766 453.587 270.203 215.47 298.211 201.771 185.292 292.462 231.385 180.11 163.266 159.816 159.254 144.068 170.993 134.916 148.436 111.674 109.923 98.1896 107.181 95.0925 94.5783 108.189 threshold=3.1750000000000003 -31.499999999999996 30.500000000000004 3.1750000000000003 5.5950000000000006 -71.499999999999986 -59.499999999999993 4.2350000000000012 4.2350000000000012 1.0000000180025095e-35 -37.499999999999993 2.3250000000000006 8.4000000000000021 -268.49999999999994 8.1200000000000028 0.031331806282722509 -12.499999999999998 -64.499999999999986 1.5000000000000002 -11.499999999999998 -56.499999999999993 -123.49999999999999 -239.49999999999997 -63.499999999999993 -3.4999999999999996 36.500000000000007 0.98728813559322048 -86.499999999999986 -64.499999999999986 -65.499999999999986 decision_type=10 8 2 8 10 10 10 10 10 2 8 10 10 10 10 2 8 8 2 10 10 10 8 8 8 2 2 10 10 10 left_child=1 3 4 -1 7 12 -7 17 16 10 -9 -3 14 -14 21 -10 -4 -2 -11 20 -8 22 -6 -19 -13 26 -5 -23 29 -27 right_child=2 11 8 25 5 6 19 9 15 18 -12 24 13 -15 -16 -17 -18 23 -20 -21 -22 27 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.00048269147021563617 -0.0029604638132541528 0.010538935351703624 -0.0052547477091939403 0.0073818397975274411 0.00056345163943411164 0.0076989214392040465 -0.014767899687881376 0.001087205206396195 -0.0013753693839233508 -0.0035325748464081754 -0.0060542592649358608 -0.0011996950818475491 0.0082380291794511666 -0.0078869334055085664 0.0089043323789051703 -0.0078358482621606711 0.0021330221296814058 0.010743918794816369 -0.0061634191893157617 -0.0097033061748585427 0.0026655882036389572 0.0061965035405172047 -0.0053118534965053412 0.0009079855997101916 0.0079347343657897324 0.0050848272519542501 0.0018088228334094889 -0.0031121691582762655 0.010633773087701708 -0.010049059045634079 leaf_weight=2901.2737531885505 1283.7317712418735 6911.9958314783871 809.00376070104539 1853.1105094067752 693.10840201936662 1164.5680698230863 64.772296585142612 1603.3017210029066 457.74610732123256 4718.7880973555148 920.38434110954404 137.26093400642276 128.17189259082079 918.69251315295696 219.40368638187647 7533.9097564481199 474.6378121227026 121.45945705100894 4490.5284659378231 199.14214938133955 428.18131913430989 308.27501712553203 1132.8249843195081 2325.4286356978118 3276.4760805405676 82.01134030893445 424.06680770218372 170.40229109115899 61.170704036951065 111.40351626649499 leaf_count=33193 19752 60488 16931 13941 11214 10518 573 16713 7971 85905 14274 1526 1095 25358 1505 208544 5097 876 100509 6637 5523 3401 21921 25872 25793 865 3400 2983 439 1695 internal_value=0 0.00708636 -0.00373684 0.00239166 -0.00238495 -0.000233018 0.00388783 -0.00314025 -0.00678176 -0.00410599 -0.00151728 0.00955655 -0.00237563 -0.00591269 -0.000908599 -0.0074658 -0.00252305 -0.000102941 -0.00481539 -0.00252499 0.000374892 -0.00184281 -0.00308164 0.00139622 0.00756745 0.00568553 0.00634401 0.00288275 -0.000204299 -0.00363202 internal_weight=0 15758.8 30166.5 5433.04 20891.2 5427.54 1856.66 15463.6 9275.3 11733 2523.69 10325.7 3570.88 1046.86 2524.01 7991.66 1283.64 3730.62 9209.32 692.096 492.954 2304.61 1825.93 2446.89 3413.74 2531.76 2277.18 478.677 254.586 193.415 internal_count=734512 141340 593172 53533 354629 90728 23251 263901 238543 217401 30987 87807 67477 26453 41024 216515 22028 46500 186414 12733 6096 39519 33135 26748 27319 20340 17341 6384 2999 2560 is_linear=0 shrinkage=0.01 Tree=201 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 1 11 10 10 11 11 1 10 5 10 10 1 11 10 10 10 1 10 5 10 10 10 1 1 split_gain=35578.3 2703.03 1476.04 358.645 568.761 188.783 187.668 159.978 140.058 138.364 134.574 76.1441 48.7612 219.089 45.0399 40.7882 39.5141 46.8324 38.6929 37.1472 33.6094 33.1806 30.7989 30.3125 29.9352 29.1479 28.6893 28.4503 72.3898 253.055 threshold=0.031991988420486402 0.96394401788711548 0.00025899744650810004 -1.0000000180025095e-35 2.4250000000000003 0.6303343176841737 -4.4999999999999991 0.0025646678404882004 3.9650000000000003 2.2150000000000003 0.99981766939163219 9.9121775747335067e-06 -8.4999999999999982 3.9350000000000005 1.5000000000000002 5.285000000000001 5.1950000000000012 -251.49999999999997 0.6303343176841737 5.7250000000000005 5.4450000000000012 5.8950000000000005 -89.499999999999986 8.2700000000000014 5.5000000000000009 6.4350000000000014 2.4250000000000003 6.1150000000000011 -59.499999999999993 -53.499999999999993 decision_type=2 2 2 8 10 2 8 2 10 10 2 2 8 10 10 8 10 10 2 10 8 8 10 8 8 10 8 10 10 10 left_child=2 3 11 5 26 14 7 15 18 -8 12 -1 27 -14 16 -4 22 -18 -6 -10 -9 -13 -2 -11 -21 -15 -5 -3 -29 -30 right_child=1 10 6 4 8 -7 9 20 19 23 -12 21 13 25 -16 -17 17 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.010197865758928993 0.0012347775856559001 0.011154723778971372 -0.0058104344707381366 0.0055080913722907378 -0.0022928973141037746 0.0077321550558677836 0.00436544986450931 -0.0015279734447128795 -0.0079180757398501916 -0.008687600953900974 0.011758301803483329 -0.009036560161885936 0.0099581498213279149 -0.0024206054635462757 0.0015011147333459686 -0.0026688262556941946 0.012636087394495225 0.0052040396622044854 0.0033461589795648321 -0.0015119696434911388 0.0013045259578132252 -0.0065355611962154012 0.0042894758064891507 0.031674507969524916 0.023373885355954142 0.0097665362185442271 0.010387363055928116 0.010314869065630656 -0.026010290450994317 0.0089467932477608047 leaf_weight=14651.17002783902 439.96899621188641 1414.4061595648527 1226.1026073992252 195.75126497447491 358.50572514533997 1672.8456877619028 90.160812638700008 1353.8026561029255 601.05393638834357 931.6851631551981 12567.115835212171 3427.2357497233897 895.45983532071114 196.91567860543728 787.81170824542642 623.3832615762949 103.64516657590866 465.99325358867645 184.19823031127453 37.641720682382584 606.61751867085695 627.60557492636144 1321.309256657958 1.8644165396690358 5.5458326786756507 21.797032475471497 313.49981191754341 503.54513970762491 25.922070801258087 102.95942690968513 leaf_count=419718 2257 7423 21908 946 1917 7395 491 14630 5267 14195 101199 81514 6792 860 4597 9327 548 2363 844 260 5106 13267 6280 22 32 113 1699 2900 112 530 internal_value=0 0.00905411 -0.00858932 0.00362305 -0.000328667 0.00502194 -0.00366322 -0.00264183 -0.00412162 -0.00746448 0.0112944 -0.00986222 0.00945002 0.00776662 0.00356822 -0.00475153 0.00426686 0.00655629 -0.000378955 -0.00727441 -0.000651506 -0.00864946 0.00352641 -0.00860699 0.00168369 -0.00120603 0.00851182 0.0103664 0.00860324 0.00191584 internal_weight=0 22215.9 23539.6 6487.77 1696.2 4791.57 4833.62 3809.91 1186.95 1023.71 15728.1 18706 3161.01 1114.17 3118.73 1849.49 2330.92 569.638 542.704 644.241 1960.42 4054.84 1761.28 933.55 43.1876 218.713 509.251 2046.83 632.427 128.881 internal_count=734512 154334 580178 34405 10965 23440 65679 50971 8320 14708 119929 514499 18730 7765 16045 31235 11448 2911 2761 5559 19736 94781 8537 14217 292 973 2645 10965 3542 642 is_linear=0 shrinkage=0.01 Tree=202 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 1 11 10 10 11 11 1 10 11 10 11 10 10 10 2 10 10 10 10 1 1 10 10 1 split_gain=35105.2 2699.11 1477.17 350.763 559.306 186.329 186.119 157.893 138.32 136.887 136.689 76.8094 47.8371 216.995 42.582 40.4557 37.9506 36.7262 33.275 32.9637 36.8055 29.3821 28.6493 28.5197 28.1175 71.5572 247.515 22.4552 22.0573 22.9183 threshold=0.031991988420486402 0.96394401788711548 0.00025899744650810004 -1.0000000180025095e-35 2.4250000000000003 0.6303343176841737 -4.4999999999999991 0.0025646678404882004 3.9650000000000003 2.2150000000000003 0.99981766939163219 9.9121775747335067e-06 -8.4999999999999982 3.9350000000000005 0.1800593510270119 5.285000000000001 0.6303343176841737 5.7250000000000005 5.8950000000000005 5.4450000000000012 0.68208556149732635 8.2700000000000014 6.4350000000000014 2.4250000000000003 6.1150000000000011 -59.499999999999993 -53.499999999999993 3.6950000000000007 3.4550000000000005 -85.499999999999986 decision_type=2 2 2 8 10 2 8 2 10 10 2 2 8 10 2 8 2 10 8 8 2 8 10 8 10 10 10 10 10 10 left_child=2 3 11 5 23 14 7 15 16 -8 12 -1 24 -14 -2 -4 -6 -10 -13 -9 -21 27 -15 -5 -3 -26 -27 -11 29 -16 right_child=1 10 6 4 8 -7 9 19 17 21 -12 18 13 22 28 -17 -18 -19 -20 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.010191854989202439 0.0023342481090066047 0.011098058310642308 -0.0057816670665264266 0.0054609315361235982 -0.0022718557148500365 0.0076669862045602314 0.0043138126718050432 -0.0015144599764550795 -0.0078805335386284391 -0.0060696982084437849 0.011735527546196787 -0.0090199851763251536 0.0099245835539262892 -0.0023957823742253616 -0.00062008447317588034 -0.0026479486635070915 0.0033147850303752576 0.0016656962049729745 -0.0065077411999777662 0.0025295081212877665 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0.00901315 -0.00857076 0.00358941 -0.00032643 0.00497109 -0.00363806 -0.00262139 -0.00409274 -0.00743731 0.0112655 -0.00985294 0.00940264 0.00773061 0.00352883 -0.00472341 -0.000375453 -0.00723708 -0.00863035 -0.000645348 0.00129039 -0.00858247 -0.00119416 0.00845604 0.0103123 0.00855568 0.00190123 -0.0086634 0.0046706 0.00284551 internal_weight=0 22094.4 23355.8 6483.08 1690.89 4792.18 4818.51 3801.29 1183.4 1017.22 15611.4 18537.2 3145.26 1108.21 3121.97 1841.93 542.292 641.108 4023.34 1959.36 607.127 926.889 218.674 507.494 2037.05 629.602 128.591 924.978 1596.28 468.031 internal_count=734512 154334 580178 34405 10965 23440 65679 50971 8320 14708 119929 514499 18730 7765 16045 31235 2761 5559 94781 19736 5106 14217 973 2645 10965 3542 642 14195 7122 1995 is_linear=0 shrinkage=0.01 Tree=203 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 11 11 10 10 11 1 10 5 10 10 4 1 11 6 10 1 3 10 5 10 10 10 10 split_gain=34638.5 2694.97 1478.21 343.085 550.005 184.617 183.879 155.832 138.794 136.597 135.444 77.4774 46.9384 214.921 44.0854 40.1235 38.2447 54.5882 45.3484 37.2223 37.0206 36.3166 35.5453 33.3823 33.3682 29.0184 28.7735 28.5078 28.3511 28.1596 threshold=0.031991988420486402 0.96394401788711548 0.00025899744650810004 -1.0000000180025095e-35 2.4250000000000003 -4.4999999999999991 0.6303343176841737 0.0025646678404882004 0.99981766939163219 3.9650000000000003 2.2150000000000003 9.9121775747335067e-06 -8.4999999999999982 3.9350000000000005 1.5000000000000002 5.285000000000001 5.1950000000000012 20.500000000000004 -251.49999999999997 0.6303343176841737 780.50000000000011 5.7250000000000005 -89.499999999999986 0.94754041967664271 5.8950000000000005 5.5000000000000009 8.8300000000000018 8.3400000000000016 2.4250000000000003 6.4350000000000014 decision_type=2 2 2 8 10 8 2 2 2 10 10 2 8 10 10 8 10 8 10 2 2 10 10 2 8 8 8 10 8 10 left_child=2 3 11 6 28 7 14 15 12 19 -7 -1 20 -14 16 -4 17 -2 -18 -6 -3 -11 -19 -9 -13 -23 -25 -12 -5 -15 right_child=1 8 5 4 9 10 -8 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1663 7097 101199 12401 892 81514 4759 13555 8028 1122 873 5102 7813 217 458 368 121 1504 98 988 97 21259 13267 3710 4302 102 3222 internal_value=0 0.00893192 -0.00853348 0.00352329 -0.00358809 0.0112084 0.00179151 -0.00071473 -0.00983438 -0.00181358 -0.00280668 0.00574481 0.00370365 -0.00239238 -0.00341111 -0.0054931 -0.00543617 0.00168382 0.000614776 -0.00066727 -0.00135966 -0.00642286 -0.00569239 0.00281008 -0.00642773 -0.00859198 0.00930834 0.00860665 0.0107147 0.0100361 internal_weight=0 21853.2 22993 6473.3 4788.68 15379.9 3637.6 1254.46 18204.3 2479.25 1880.98 2835.7 1020.27 1070.47 913.933 2309.43 612.011 739.23 630.316 542.121 514.197 546.608 617.757 65.403 1748.97 3961.2 3114.07 2132.85 32.1886 1430.89 internal_count=734512 154334 580178 34405 65679 119929 21141 8740 514499 26399 21640 13264 5236 7848 6975 39280 5616 3573 3115 2747 2626 5200 8085 416 31467 94781 18730 11234 199 7524 is_linear=0 shrinkage=0.01 Tree=205 num_leaves=31 num_cat=0 split_feature=1 6 6 2 5 2 2 2 2 6 2 5 1 6 5 1 1 6 5 2 2 5 5 1 6 1 6 2 2 2 split_gain=4286.19 1891.34 1122.25 347.234 292.435 281.624 251.902 188.077 174.03 168.097 149.967 142.547 133.124 132.157 131.399 124.303 282.192 112.554 105.444 103.922 110.558 99.3952 87.2045 83.2884 76.9215 64.787 64.499 62.6329 93.2838 66.8171 threshold=-2.4999999999999996 2.5000000000000004 3.5000000000000004 0.98728813559322048 1.5000000000000002 0.031331806282722509 0.091553836234687255 0.088365434669442952 0.49882629107981225 33.500000000000007 0.48581488933601619 2.5000000000000004 -142.49999999999997 8.5000000000000018 2.5000000000000004 -66.499999999999986 -60.499999999999993 1.5000000000000002 2.5000000000000004 0.50151515151515158 0.74443344878772899 1.5000000000000002 8.5000000000000018 -97.499999999999986 1.5000000000000002 -67.499999999999986 356.50000000000006 0.33463541666666669 0.23132664437012262 0.24156877605153468 decision_type=8 2 2 2 10 2 2 2 2 2 2 10 10 2 10 10 10 2 10 2 2 10 10 10 2 10 2 2 2 2 left_child=1 6 10 5 26 12 7 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511828 13264 5236 6532 3573 3115 2747 2626 6042 13181 490 17925 18730 11234 92110 7524 13972 15292 is_linear=0 shrinkage=0.01 Tree=207 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 47 10 47 28 11 11 47 10 18 10 28 18 38 10 38 11 28 10 10 47 10 10 11 10 split_gain=33161.3 2864.66 1300.53 264.748 145.2 141.819 129.432 201.923 97.1054 82.4768 79.449 71.5065 64.9955 106.335 55.8697 50.7181 47.5811 61.8686 46.4488 65.5871 41.0878 37.9556 35.0192 34.3232 33.3958 79.6268 30.9001 30.4983 28.2243 27.2628 threshold=0.023589946329593603 0.96394401788711548 0.00022912561689730003 0.49114476144313818 0.99962311983108532 5.5050000000000008 1.0000000180025095e-35 2.2150000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.0017540019471198002 9.9121775747335067e-06 1.0000000180025095e-35 2.3750000000000004 1.0000000180025095e-35 3.2350000000000008 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.9950000000000006 1.0000000180025095e-35 0.0014690008247270501 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284.283 6.75494 735.824 28.7483 3732.8 1034.11 internal_count=734512 156891 577621 36962 119929 65793 511828 23698 20950 13264 18730 29214 19603 4701 104 11938 18561 169 14902 13509 1174 7228 2748 951 1326 67 9611 276 92110 4710 is_linear=0 shrinkage=0.01 Tree=209 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 47 10 47 11 11 28 10 47 10 18 28 18 10 11 10 10 47 5 28 3 10 10 10 10 split_gain=32281.8 2854.38 1303.59 255.939 150.062 140.51 126.663 198.661 96.7747 78.0256 72.7496 69.6471 78.6045 63.8654 105.846 52.7599 40.7968 52.9329 58.8433 36.9855 36.8544 35.5089 87.9914 35.4609 34.964 32.365 30.8602 29.237 27.3521 27.3448 threshold=0.023589946329593603 0.96394401788711548 0.00022912561689730003 0.49114476144313818 0.99981766939163219 5.5050000000000008 1.0000000180025095e-35 6.4350000000000014 1.0000000180025095e-35 0.0017540019471198002 9.9121775747335067e-06 1.0000000180025095e-35 3.1250000000000004 1.0000000180025095e-35 1.3650000000000004 1.0000000180025095e-35 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split_gain=10646 1295.58 1121.88 556.834 296.46 417.649 399.263 249.074 222.509 266.824 219.689 211.88 182.484 158.636 150.837 143.336 140.756 93.132 92.803 190.082 119.919 108.85 88.9342 74.4172 73.9947 73.2515 95.9844 89.7236 70.7844 142.934 threshold=3.1750000000000003 1.0000000180025095e-35 30.500000000000004 3.1750000000000003 5.5950000000000006 8.4000000000000021 4.2350000000000012 4.1150000000000011 6.9850000000000012 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 2.3250000000000006 0.97156334231805941 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 18.500000000000004 0.78598691384950936 0.78956442831215978 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.99938118811881205 2.6550000000000007 1.5000000000000002 6.2750000000000012 1.0000000180025095e-35 1.0000000180025095e-35 4.9050000000000011 decision_type=10 2 2 8 10 10 10 10 10 10 2 10 10 2 2 2 2 2 2 2 2 2 2 2 10 10 10 2 2 10 left_child=1 10 4 24 6 8 22 -4 17 -10 12 14 -1 -9 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92110 2070 152 2737 7645 7765 2605 2404 9374 1302 1060 935 is_linear=0 shrinkage=0.01 Tree=212 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 47 10 28 47 11 11 47 10 38 10 47 11 11 28 10 10 10 10 28 38 10 10 13 10 split_gain=31259.7 2825.23 1306.69 247.702 153.989 137.484 129.545 211.816 97.5714 95.911 76.5859 74.0837 55.3519 82.7146 38.2075 35.9505 87.143 35.9314 35.5824 34.8826 34.2623 36.3397 31.0399 29.2063 27.5421 28.9059 34.1387 44.2036 27.079 27.0636 threshold=0.023589946329593603 0.96394401788711548 0.00022912561689730003 0.6303343176841737 0.99981766939163219 5.5050000000000008 1.0000000180025095e-35 2.4250000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.0017540019471198002 9.9121775747335067e-06 1.0000000180025095e-35 1.3650000000000004 1.0000000180025095e-35 2.6550000000000007 1.0000000180025095e-35 0.0061350197065621007 0.1800593510270119 1.0000000180025095e-35 5.7250000000000005 3.2350000000000008 5.8950000000000005 6.1150000000000011 1.0000000180025095e-35 1.0000000180025095e-35 3.9650000000000003 5.5050000000000008 1.0000000180025095e-35 6.4350000000000014 decision_type=2 2 2 2 2 8 2 10 2 2 2 2 2 10 2 10 2 2 2 2 10 10 8 10 2 2 10 10 2 10 left_child=2 3 11 6 15 9 7 -2 14 19 -11 -1 13 -5 20 -3 29 -7 -8 -4 21 -9 -13 -18 25 26 -15 -28 -23 -17 right_child=1 4 5 12 -6 17 18 8 -10 10 -12 22 -14 24 -16 16 23 -19 -20 -21 -22 28 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.010141449514511257 0.0068126457933512805 0.010645095520293637 -0.0079188198148521967 0.0098712761582258387 0.011550503417980409 -0.0019345595646130932 0.0020193270854914239 -0.001125475113300276 0.0041863052647717561 -0.0056374709900109832 -0.0019394058622576047 -0.0089297503173911118 0.0070932670918843763 0.0035171059023088791 0.0086556924987489445 0.0046278544808519805 0.01087361847628864 0.0019039426610495602 0.0042145626323837485 -0.0028728606245849563 0.0031973828531350109 -0.0058236158630744521 -0.006387783665183222 0.0079022572495098427 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58.7755 57.9217 55.9353 55.4234 60.1171 54.9805 52.6967 51.6308 70.5197 threshold=-2.4999999999999996 2.5000000000000004 3.5000000000000004 0.20087719298245613 20.500000000000004 0.97156334231805941 33.500000000000007 0.69268849961919277 0.18237250554323722 0.90844616376531284 0.90844616376531284 0.90943267259056748 -147.49999999999997 -66.499999999999986 -60.499999999999993 0.50117370892018787 0.49441323345817728 24.500000000000004 23.500000000000004 0.66536458333333337 -43.499999999999993 1.5000000000000002 0.99147117657755979 -31.499999999999996 0.76506899055918665 0.74478940512375169 -30.499999999999996 4.5000000000000009 -126.49999999999999 54.500000000000007 decision_type=8 2 2 2 8 2 2 2 2 2 2 2 10 10 10 2 2 2 2 2 10 2 2 10 2 2 10 2 10 2 left_child=1 4 7 28 10 6 13 21 23 15 20 -12 -7 27 -15 16 -10 18 -4 -17 -1 -2 -9 -6 25 -21 -25 -5 -3 -30 right_child=2 3 17 5 8 12 -8 22 9 -11 11 -13 -14 14 -16 19 -18 -19 -20 24 -22 -23 -24 26 -26 -27 -28 -29 29 -31 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2819.59 2077.56 8712.43 1369.08 3296.16 1761.99 1121.76 382.791 3590.68 1381.64 1014.68 internal_count=734512 545800 188712 360816 184984 340774 325805 110094 139176 105171 45808 6281 14969 127427 38361 91986 42602 78618 30379 49384 39527 93952 16142 34005 28818 16309 3984 89066 20042 12460 is_linear=0 shrinkage=0.01 Tree=214 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 1 11 10 11 10 11 5 1 10 10 4 1 1 10 10 10 10 10 11 10 2 10 10 5 split_gain=30743.5 2812.32 1308.43 328.737 513.398 181.282 174.507 155.891 133.385 128.731 115.849 74.7214 46.3616 46.151 217.993 39.0566 73.3542 60.2184 38.011 36.17 35.2874 33.3602 32.7677 41.6331 32.2632 32.1902 31.3519 31.236 29.2707 28.9811 threshold=0.023589946329593603 0.96394401788711548 0.00022912561689730003 -1.0000000180025095e-35 2.4250000000000003 0.6303343176841737 -4.4999999999999991 0.99981766939163219 3.9650000000000003 0.0017540019471198002 7.2950000000000008 9.9121775747335067e-06 2.5000000000000004 -8.4999999999999982 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1093 2907 160 7790 1079 8659 12908 281 125 2545 844 7722 177 12897 1721 33 internal_value=0 0.00850865 -0.00850327 0.00316849 -0.000598512 0.00446534 -0.00371684 0.0109946 -0.0040987 -0.00271427 -0.00758141 -0.00978619 0.0031334 0.00896535 0.00727052 0.00351685 0.00287363 0.00338067 0.00551661 -0.00486492 -0.00842499 -0.00714908 0.000553775 0.00151917 -0.000517872 -0.00104053 -0.00554694 -0.00851 0.00791266 0.00117015 internal_weight=0 21184.4 21307.9 6729.2 1723.35 5005.86 4503.97 14455.2 1221.15 3576.21 927.76 16804 3359.91 2999.99 1046.32 3036.37 2297.41 2126.21 738.959 1565.13 877.739 659.418 556.365 480.353 561.734 2011.09 76.0124 3603.95 502.194 44.9183 internal_count=734512 156891 577621 36962 11741 25221 65793 119929 9044 51311 14482 511828 17826 18730 7765 15756 11770 10797 3986 29150 14197 6097 3007 2670 2947 22161 337 92110 2697 314 is_linear=0 shrinkage=0.01 Tree=215 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 1 11 10 11 10 11 5 1 10 11 10 10 10 11 10 10 10 10 5 2 5 10 1 1 split_gain=30334.1 2805.94 1309.51 321.663 504.825 178.833 173.174 158.1 131.766 127.141 114.396 75.3532 45.3537 45.3166 216.012 38.7031 35.8913 35.3358 32.9947 31.644 31.6125 31.316 29.8478 29.0814 28.1435 27.8922 34.6617 27.323 74.5626 248.118 threshold=0.023589946329593603 0.96394401788711548 0.00022912561689730003 -1.0000000180025095e-35 2.4250000000000003 0.6303343176841737 -4.4999999999999991 0.99981766939163219 3.9650000000000003 0.0017540019471198002 7.2950000000000008 9.9121775747335067e-06 2.5000000000000004 -8.4999999999999982 3.6650000000000005 0.1800593510270119 5.285000000000001 3.1250000000000004 5.7250000000000005 0.6303343176841737 5.2250000000000005 5.8950000000000005 3.4550000000000005 2.4250000000000003 5.5000000000000009 0.66751700680272119 1.5000000000000002 6.1150000000000011 -59.499999999999993 -53.499999999999993 decision_type=2 2 2 8 10 2 8 2 10 2 8 2 10 8 10 2 8 10 10 2 8 8 10 8 8 2 10 10 10 10 left_child=2 3 11 5 23 12 9 13 19 16 17 -1 15 27 -15 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26748 107722 19299 88423 7024 1728 72583 is_linear=0 shrinkage=0.01 Tree=217 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 10 10 1 10 10 1 10 2 1 2 6 10 1 1 1 6 0 1 1 3 0 1 1 2 3 split_gain=9713.36 1579.12 1040.95 411.559 270.8 382.229 364.791 342.911 237.65 223.035 221.993 194.109 182.258 261.55 173.542 144.369 144.187 138.069 133.947 126.632 116.175 114.064 97.7764 95.4003 77.2879 75.9603 70.6224 137.853 84.5448 70.2266 threshold=3.1750000000000003 -31.499999999999996 30.500000000000004 1.635 5.5950000000000006 8.4000000000000021 4.2350000000000012 -123.49999999999999 4.2350000000000012 8.1200000000000028 -268.49999999999994 2.2150000000000003 1.0000000180025095e-35 -37.499999999999993 0.031331806282722509 1.5000000000000002 6.9850000000000012 -239.49999999999997 -12.499999999999998 -64.499999999999986 20.500000000000004 1.0000000180025095e-35 -3.4999999999999996 -63.499999999999993 0.86391694725028068 1.0000000180025095e-35 -60.499999999999993 -56.499999999999993 0.76024883359253514 0.72509541984732839 decision_type=10 8 2 10 10 10 10 10 10 10 10 10 2 8 2 2 10 8 8 8 2 2 8 8 2 2 10 10 2 2 left_child=1 3 4 21 6 7 19 9 18 17 -7 -3 13 25 -10 -14 26 -6 -4 -2 -12 24 -13 -21 29 -8 28 -28 -9 -1 right_child=2 11 8 -5 5 10 12 16 14 -11 20 22 15 -15 -16 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.003209565193583141 -0.0027319836446694497 0.010214497090209652 -0.0048970169806952148 -0.0008747496866393081 0.00077274060989842035 0.0078790215668896133 0.0034208619922646093 0.0014060284137502846 -0.00098048594127176682 0.0083333078252146517 -0.0080082850074541505 -0.0011666903562958903 -0.0032526182326493491 -0.0058290404759146573 -0.0075435263747087502 -0.005875306716391423 0.0079529949629006929 -0.0051118056350914877 0.0020713381399136365 0.01029874444966568 0.00088178234301486955 0.0073602649693153641 0.0075326733097186441 0.0008149779096302724 0.008237991158854539 -0.0010538387401256629 -0.014285857606132733 0.0014282073641828435 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19.5176 19.0519 21.0377 19.0382 threshold=0.023589946329593603 0.96394401788711548 0.00022912561689730003 0.49114476144313818 0.99981766939163219 0.0017540019471198002 5.4750000000000005 9.9121775747335067e-06 5.5050000000000008 5.5450000000000008 2.5000000000000004 8.2700000000000014 0.80104166666666676 2.6550000000000007 3.5000000000000004 0.12629276514053342 369.50000000000006 5.8950000000000005 2.5000000000000004 5.0150000000000006 4.4250000000000007 5.535000000000001 5.6250000000000009 102.50000000000001 3.9650000000000003 0.76014459133148204 7.995000000000001 0.7062745098039217 1.5000000000000002 0.99188911914825451 decision_type=2 2 2 2 2 2 8 2 8 8 10 8 2 10 2 2 2 8 10 10 10 8 8 2 10 2 8 2 10 2 left_child=2 3 7 6 13 9 10 -1 14 -4 15 18 21 -3 -7 -2 29 -9 23 -20 -18 -8 -23 25 -25 -5 -26 28 -10 -15 right_child=1 4 5 11 -6 8 12 17 27 -11 -12 -13 -14 16 -16 -17 20 -19 19 -21 -22 22 -24 24 26 -27 -28 -29 -30 -31 leaf_value=-0.010118977782235314 -0.00014229562813562497 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557.66206126101315 71.858176678419113 176.58181307464838 20.79360294342041 51.951256651431322 771.38965418189764 71.120568886399269 114.26460961252451 1156.021629832685 5.0570366382598868 143.75070837140083 176.1929923966527 1343.0208105221391 leaf_count=419718 9304 7496 29774 3644 101199 11336 299 79213 3159 6805 1908 2179 412 3340 11823 7387 52 12897 343 810 87 368 4020 307 555 5405 21 992 1904 7755 internal_value=0 0.00841473 -0.00845174 0.00312757 0.0109263 -0.00364445 0.00154591 -0.00976134 -0.00212711 -0.00558304 0.000621638 0.00535179 0.00441918 0.00887 -0.00313463 0.000992317 0.00814488 -0.00846034 0.00487645 0.00158633 -0.00175565 0.00507685 0.00471941 0.00525413 0.0021698 0.00555171 -0.000424676 0.000598448 0.00147227 0.00829797 internal_weight=0 20811.2 20827 6702.22 14109 4458.99 3916.89 16368 2501.25 1957.74 2963.57 2785.32 953.323 2957.95 1826.18 2736.81 2056.44 3529.24 2412.75 248.44 31.3127 865.572 823.341 2164.31 190.442 1973.87 119.322 675.066 531.315 2025.13 internal_count=734512 156891 577621 36962 119929 65793 23698 511828 29214 36579 18599 13264 5099 18730 23159 16691 11234 92110 11085 1153 139 4687 4388 9932 883 9049 576 6055 5063 11095 is_linear=0 shrinkage=0.01 Tree=219 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 47 11 47 47 47 5 6 47 5 6 18 4 6 6 18 2 5 2 2 11 4 11 2 2 split_gain=29215.8 2758.73 1312.24 231.811 160.557 130.015 120.757 76.7955 60.7815 59.9264 58.8855 32.2988 31.903 32.1526 26.7521 25.3607 26.6612 25.2219 31.0767 24.0068 23.8374 23.2411 21.8269 21.545 21.4166 21.0288 20.0142 19.5343 19.158 18.4686 threshold=0.023589946329593603 0.96394401788711548 0.00022912561689730003 0.49114476144313818 0.99981766939163219 0.0025646678404882004 1.0000000180025095e-35 9.9121775747335067e-06 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 369.50000000000006 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 20.500000000000004 6.5000000000000009 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46.0001 43.0623 37.2287 35.733 28.2954 23.3674 22.768 21.1172 21.0436 30.562 20.0445 19.4392 19.4976 19.2221 19.0862 18.7147 17.2214 23.3213 16.5693 15.9623 threshold=0.023589946329593603 0.96394401788711548 0.00022912561689730003 -1.0000000180025095e-35 -4.4999999999999991 0.6303343176841737 0.99981766939163219 0.0017540019471198002 9.9121775747335067e-06 0.36455024778842932 -8.4999999999999982 2.5000000000000004 0.1800593510270119 780.50000000000011 1.5000000000000002 98.500000000000014 2.5000000000000004 -348.49999999999994 3.5000000000000004 37.500000000000007 1.0000000180025095e-35 -341.49999999999994 -361.49999999999994 1.0000000180025095e-35 0.98303884267807018 19.500000000000004 107.50000000000001 -80.499999999999986 20.500000000000004 5.5000000000000009 decision_type=2 2 2 8 8 2 2 2 2 2 8 10 2 2 10 2 10 10 10 2 2 10 10 2 2 8 2 10 8 2 left_child=2 3 8 5 7 11 10 -4 -1 23 13 12 28 18 -9 -14 26 -10 -3 -20 25 22 -13 -5 -12 -11 -7 -28 29 -2 right_child=1 6 4 9 -6 16 -8 14 17 20 24 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143.73525662720203 10.993620701134207 1327.7506608515978 7.9272862970829001 567.31378323957324 121.94622613489628 185.65620832145214 2453.4482121877372 151.82768087089062 12.812600657343863 273.94246958196163 297.24619488045573 13.975489921867846 232.0960764400661 871.42349130660295 547.29623308032751 48.475962221622467 60.51186603307724 1389.8752482160926 86.098330594599247 leaf_count=419718 707 9919 29150 5364 14482 6117 101199 14926 23658 229 893 87 5742 33 7235 640 823 68452 958 55 1565 1892 91 1468 6872 3115 202 253 8072 595 internal_value=0 0.00833425 -0.00841407 0.00306714 -0.00359417 0.00434635 0.0108729 -0.00259345 -0.00974292 -0.000685288 0.00877689 0.00305649 0.00342509 0.00968922 -0.000956103 0.00458391 0.00699852 -0.00842133 0.00977729 0.00635998 0.0013377 -0.000419593 0.00805509 -0.00275254 0.00705603 0.000294942 0.007421 0.00359835 0.00236782 -0.000330576 internal_weight=0 20595.5 20505.7 6698.3 4431.61 4995.36 13897.2 3526.74 16074.1 1702.94 2929.99 3360.84 3038.62 1914.83 1995.06 1449.7 1634.52 3475.31 1906.9 164.64 860.683 322.215 24.9691 842.253 1015.16 586.741 1448.86 108.988 1588.93 199.052 internal_count=734512 156891 577621 36962 65793 25221 119929 51311 511828 11741 18730 17826 15756 10965 22161 6382 7395 92110 10932 1013 4909 2070 178 6832 7765 3344 6572 455 9374 1302 is_linear=0 shrinkage=0.01 Tree=221 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 11 11 11 5 11 5 1 3 3 3 5 1 5 3 4 3 1 1 1 11 3 4 3 split_gain=28435 2749.43 1314.5 331.123 217.226 171.414 121.589 110.281 89.6274 78.0984 42.1466 36.5369 27.8213 27.1847 25.4148 25.1843 24.5301 24.2913 21.1544 21.1296 19.4779 20.7018 19.211 19.0617 25.3825 18.5865 18.1271 16.506 14.7954 16.8409 threshold=0.023589946329593603 0.98303884267807018 0.00022912561689730003 -1.0000000180025095e-35 0.6303343176841737 -4.4999999999999991 0.0017540019471198002 0.99991196393966686 0.49114476144313818 9.9121775747335067e-06 2.5000000000000004 0.1800593510270119 1.5000000000000002 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0.019895661850482377 0.0068789645874860099 0.0022304948812609756 0.0062649769815310294 -0.0078965474633050509 0.0041392875283087528 0.004853046440745825 0.0022438409338029403 0.012421079617003894 -0.0010639125283849167 0.019912977771245545 -0.0011031579186475452 0.0078215250472458576 -0.003204963063740557 -0.0094165977976114722 0.00094876556512191288 leaf_weight=12480.45924914442 53.354146763682365 1606.8553978726268 1525.3877208363265 255.3638719394803 1409.2572194263339 899.37309079244733 1200.5180545374751 10528.046393252909 198.03387200087309 1013.0662498679012 10.980784349143507 1450.2843608632684 566.03708628937602 1012.7026481330395 8.1535986512899381 41.068057201802731 218.86506566405296 161.50900406390429 2435.6822412498295 344.88682715594769 258.60796259343624 1213.386614818126 12.589766576886175 300.78120844066143 10.39099834859371 52.692583195865154 218.32144384086132 718.95891489461064 16.084834516048431 614.57320019602776 leaf_count=419718 330 9547 29150 1559 6559 14482 12862 98421 1188 23658 87 6382 7235 8276 80 240 1984 1071 68452 1491 1337 7223 92 1918 65 392 1070 6086 88 3469 internal_value=0 0.00829418 -0.00839505 0.00330663 0.00456917 -0.003569 -0.00257324 0.0109847 -0.000346309 -0.00973366 0.0030239 0.00338827 -0.000947259 0.00921362 -0.000203382 0.00198705 0.00286496 0.00996181 -0.00840165 0.00720387 0.00234161 0.00185403 -0.00213291 -0.000415509 0.00870996 0.001505 0.00556667 -0.00242926 0.00106312 0.000684399 internal_weight=0 20488.7 20347.5 7179.62 5335.53 4418.33 3518.96 13309.1 1844.08 15929.2 3363.07 3040.92 1993.57 2781.07 1427.54 869.76 227.019 1768.36 3448.75 1972.47 1590.63 1332.02 118.636 322.153 21.3718 65.2823 563.208 974.323 671.726 630.658 internal_count=734512 156891 577621 39576 26946 65793 51311 117315 12630 511828 17826 15756 22161 18894 14926 4985 2064 10618 92110 9120 9374 8037 814 2070 152 484 2561 7645 3797 3557 is_linear=0 shrinkage=0.01 Tree=222 num_leaves=31 num_cat=0 split_feature=6 1 1 3 5 4 2 0 2 3 3 6 1 1 5 0 3 5 1 6 2 5 2 1 2 3 3 5 3 6 split_gain=3318.95 1580.45 824.414 402.161 241.571 234.184 184.269 252.408 154.575 149.454 143.46 118.417 129.748 250.592 126.898 114.967 108.504 204.859 106.876 106.304 67.8739 66.8828 100.552 65.6454 61.4991 98.0065 102.77 76.6997 52.0962 51.1431 threshold=3.5000000000000004 -1.0000000180025095e-35 -2.4999999999999996 1.0000000180025095e-35 1.5000000000000002 20.500000000000004 0.091553836234687255 1.0000000180025095e-35 0.031331806282722509 0.69268849961919277 0.16749174917491746 33.500000000000007 -66.499999999999986 -60.499999999999993 2.5000000000000004 1.0000000180025095e-35 0.90844616376531284 1.5000000000000002 -147.49999999999997 8.5000000000000018 0.65017482517482528 2.5000000000000004 0.34556677890011228 -173.49999999999997 0.48581488933601619 0.48850422832980972 0.25018968133535663 1.5000000000000002 0.99147117657755979 356.50000000000006 decision_type=2 8 8 2 10 8 2 2 2 2 2 2 10 10 10 2 2 10 10 2 2 10 2 10 2 2 2 10 2 2 left_child=1 5 3 -2 29 16 15 10 18 21 -8 12 -10 -14 -13 -7 20 -18 -5 -6 23 24 -23 -1 27 26 -26 -3 -11 -4 right_child=2 9 4 8 19 6 7 -9 11 28 -12 14 13 -15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.00076891893808837483 0.0025251559302538079 0.0057364341520984964 0.0019302713349151704 -0.0064314424118608257 0.0016196199820013367 0.0046901754271643902 0.0031374618326082977 0.0027233050091379401 -0.005273130288231123 0.00073029506068647792 -0.0020511966204251504 -0.0053747380613795616 0.0040639685417256204 -0.0043379668391989095 -0.00865247097716439 0.0011464305806373101 -0.0062823960004481441 0.0084781930826854385 0.0017286047446917333 -0.0050102470976775507 -0.00027810416649044111 0.0065848321937035468 -0.0032707189212413195 -0.0055218430092003465 0.0073893023926085632 0.0086137586560513166 0.0033719644272422384 0.00033749851612794847 0.0047704531157624483 -0.0035523927528187632 leaf_weight=382.0215612873435 759.67113068327308 2709.1918979845941 3353.3265920355916 226.651486704126 320.56630550324917 1649.7340306844562 613.79237999394536 2231.7855513989925 3146.2928765825927 738.20848279073834 4041.6761583313346 5189.0196285955608 504.73099143989384 1196.4840124193579 1529.2482758071274 2056.9049310721457 159.86869395896792 228.29877620190382 550.00479784049094 984.84364611469209 538.3105961997062 234.7067454867065 185.21120746061206 1214.1707315668464 1552.0854944437742 2164.2496592327952 1079.7968502379954 291.44085632264614 562.24478533118963 179.23281078971922 leaf_count=6867 7977 30700 46833 6102 4566 16604 5961 27407 83378 9999 76952 145202 6992 29231 56621 24740 3758 2830 8752 23115 7115 2575 2991 29408 17069 23503 13170 3857 6133 4104 internal_value=0 0.00252477 -0.00323404 -0.00453667 0.00029372 0.000273871 0.000925906 -4.16261e-05 -0.00497133 0.00562697 -0.00136711 -0.00526133 -0.00407011 -0.00184521 -0.00612083 0.00272366 -0.00246434 0.00239897 -0.000652741 -0.00338217 -0.00334875 0.00612551 0.00223789 -0.00438431 0.00633489 0.00703738 0.00574109 0.00521205 0.00247704 0.0016521 internal_weight=0 22633.7 17940.1 13102.1 4837.97 13116.6 10593.9 6887.25 12342.4 9517.14 4655.47 11565.8 4847.51 1701.22 6718.27 3706.64 2522.67 388.167 776.656 1305.41 2134.5 8216.68 419.918 1596.19 7796.76 4796.13 2631.88 3000.63 1300.45 3532.56 internal_count=734512 311639 422873 344255 78618 201642 151664 110320 336278 109997 82913 321424 119601 36223 201823 41344 49978 6588 14854 27681 43390 93865 5566 36275 88299 53742 30239 34557 16132 50937 is_linear=0 shrinkage=0.01 Tree=223 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 1 10 11 11 10 11 5 10 1 1 10 10 10 10 10 10 10 11 3 5 10 1 10 10 split_gain=27958.5 2739.12 1315.6 330.903 527.047 213.948 171.833 133.294 119.979 111.879 111.634 78.7577 40.8402 38.4663 48.6822 37.1171 35.6981 35.4711 34.8567 32.3182 41.1864 32.1457 29.8036 29.1088 28.4448 28.0381 27.7552 111.678 74.1776 30.8031 threshold=0.023589946329593603 0.98303884267807018 0.00022912561689730003 -1.0000000180025095e-35 2.3750000000000004 0.6303343176841737 -4.4999999999999991 3.9650000000000003 0.0017540019471198002 0.99991196393966686 7.2950000000000008 9.9121775747335067e-06 2.5000000000000004 5.2150000000000007 -89.499999999999986 -67.499999999999986 5.7250000000000005 5.285000000000001 3.1250000000000004 2.5250000000000004 2.6550000000000007 5.8950000000000005 5.2250000000000005 0.6303343176841737 0.54514106583072108 5.5000000000000009 2.7750000000000004 -8.4999999999999982 3.9350000000000005 6.4350000000000014 decision_type=2 2 2 8 10 2 8 10 2 2 8 2 10 10 10 10 10 8 10 10 10 8 8 2 2 8 10 8 10 10 left_child=2 3 11 5 -5 12 8 23 17 26 18 -1 13 14 19 -15 -9 -4 -8 24 -21 -13 -10 -6 -2 -18 -3 -28 -29 -30 right_child=1 9 6 4 7 -7 10 16 22 -11 -12 21 -14 15 -16 -17 25 -19 -20 20 -22 -23 -24 -25 -26 -27 27 28 29 -31 leaf_value=-0.010094976805111714 -0.010157548574153087 0.010541904854548079 -0.0057564583040876959 0.0079806710569822852 -0.0020997547600123453 0.0071568273599476994 -0.0041283487566125855 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27.972404256463051 6.2397221475839606 1395.3495532795787 217.13874694705009 168.48293906450272 23.566419497132301 leaf_count=419718 222 8429 20491 3098 2144 9120 1289 5938 14439 98421 285 79213 2070 2907 8416 1079 293 8659 12908 127 2879 12897 7722 1122 126 35 7978 1581 769 137 internal_value=0 0.00824794 -0.00837158 0.00327539 -0.000378389 0.0045381 -0.00353803 -0.00380124 -0.00253921 0.0109557 -0.00744707 -0.00972258 0.00300533 0.00336368 0.00272504 0.0053445 -0.00682876 -0.00465832 -0.0083079 0.000315964 0.00119332 -0.0083794 -0.000924018 -0.000432417 -0.00567741 0.00148278 0.00916705 0.00843651 0.00384263 -0.000684647 internal_weight=0 20343.4 20146.5 7172.21 1842.06 5330.15 4400.97 1306.91 3505.31 13171.2 895.66 15745.5 3362.21 3040.74 2299.38 741.354 688.323 1516.14 845.399 614.61 536.128 3417.83 1989.17 618.585 78.4825 48.0667 2763.4 1804.54 409.188 192.049 internal_count=734512 156891 577621 39576 12630 26946 65793 9532 51311 117315 14482 511828 17826 15756 11770 3986 6266 29150 14197 3354 3006 92110 22161 3266 348 328 18894 10465 2487 906 is_linear=0 shrinkage=0.01 Tree=224 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 1 10 11 11 10 11 11 10 10 10 10 10 11 10 1 10 10 5 5 10 5 10 10 5 split_gain=27584.8 2734.17 1316.28 323.833 518.273 211.198 170.46 131.578 118.447 113.475 110.231 79.4044 40.5008 35.2728 35.1796 34.8969 32.2163 29.2615 28.5502 28.1546 110.479 73.2058 30.3063 27.2627 27.1131 26.7393 23.8832 23.4234 23.3705 26.454 threshold=0.023589946329593603 0.98303884267807018 0.00022912561689730003 -1.0000000180025095e-35 2.3750000000000004 0.6303343176841737 -4.4999999999999991 3.9650000000000003 0.0017540019471198002 0.99991196393966686 7.2950000000000008 9.9121775747335067e-06 0.1800593510270119 5.7250000000000005 5.285000000000001 3.1250000000000004 5.8950000000000005 5.2250000000000005 0.6303343176841737 2.7750000000000004 -8.4999999999999982 3.9350000000000005 6.4350000000000014 5.5000000000000009 3.5000000000000004 2.3750000000000004 3.5000000000000004 4.9450000000000012 3.4550000000000005 1.5000000000000002 decision_type=2 2 2 8 10 2 8 10 2 2 8 2 2 10 8 10 8 8 2 10 8 10 10 8 10 8 10 10 10 10 left_child=2 3 11 5 25 12 8 18 14 19 15 -1 24 27 -4 -8 -13 -10 -6 -3 26 -22 -23 -15 -2 -5 -21 -9 -14 -30 right_child=1 9 6 4 7 -7 10 13 17 -11 -12 16 28 23 -16 -17 -18 -19 -20 20 21 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010089271655764157 0.0022437642358670708 0.010516624400678645 -0.0057282715465511195 0.005024031387166489 -0.0020803661368082459 0.0070991677843506651 -0.0040984327462173127 -0.0055232627616979722 -0.001888800014289414 0.011412471172020933 0.0069418864121341562 -0.0087830715377370076 0.0022362512884763815 -0.0014535365404307408 -0.0025078965981308273 -0.0092772775614726605 -0.0061160665828423472 0.00059700625136164664 0.002367504124202135 0.010184860150960895 0.0078079711935607555 -0.0021595089211529079 0.0099746946437146919 0.020878683687153867 -0.0029414141476206157 0.009655262582379984 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0.00297258 -0.0067915 -0.00463077 -0.00828401 -0.00835973 -0.000915468 -0.000428404 0.00912586 0.00838923 0.00381486 -0.000677879 0.00146729 0.00192845 0.00792924 0.00973353 -0.00741482 0.00412523 0.00489873 internal_weight=0 20234.7 19991.1 7165.92 1836.58 5329.34 4387.43 1303.33 3497.63 13068.7 889.795 15603.6 3365.23 685.195 1509.94 839.391 3391.75 1987.69 618.138 2748.2 1796.61 408.059 192.017 48.0847 1765.73 533.245 1388.55 637.11 1599.49 1134.81 internal_count=734512 156891 577621 39576 12630 26946 65793 9532 51311 117315 14482 511828 17826 6266 29150 14197 92110 22161 3266 18894 10465 2487 906 328 10704 3098 7978 5938 7122 5127 is_linear=0 shrinkage=0.01 Tree=225 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 10 10 1 10 1 10 10 5 1 10 1 10 10 6 1 1 0 6 10 5 1 6 4 1 1 split_gain=8777.22 1478.94 954.154 373.254 244.912 345.061 328.055 304.078 222.067 204.427 200.749 191.181 186.123 133.561 131.451 130.964 266.418 253.168 138.908 116.777 112.15 112.116 103.971 94.3483 218.738 242.746 124.527 92.2807 90.0293 88.764 threshold=3.1750000000000003 -31.499999999999996 30.500000000000004 3.1750000000000003 5.5950000000000006 8.4000000000000021 4.2350000000000012 -123.49999999999999 4.3150000000000004 -268.49999999999994 8.1200000000000028 2.2150000000000003 5.5000000000000009 -239.49999999999997 6.9850000000000012 -335.49999999999994 4.995000000000001 4.9850000000000012 4.5000000000000009 -21.499999999999996 -64.499999999999986 1.0000000180025095e-35 17.500000000000004 5.9350000000000014 2.5000000000000004 -17.499999999999996 152.50000000000003 23.500000000000004 -3.4999999999999996 -63.499999999999993 decision_type=10 8 2 8 10 10 10 10 10 10 10 10 10 8 10 10 10 10 2 8 8 2 2 10 10 8 2 8 8 8 left_child=1 3 4 -1 6 7 20 10 19 -7 13 -3 -11 -6 -9 16 17 -8 27 -4 -2 -5 -19 -10 25 26 -25 -17 -13 -22 right_child=2 11 8 21 5 9 15 14 23 12 -12 28 -14 -15 -16 18 -18 22 -20 -21 29 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.00042031834254914252 -0.0026274827636084412 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1512.2410530261695 29.592995742335916 2079.6988403685391 455.26256947219372 106.81572696566582 890.97280269861221 149.94362789019942 614.57086533494294 798.47333669476211 351.27572840452194 345.65379676222801 4142.8261975478381 2940.8145783320069 2098.628748331219 leaf_count=33193 19752 59257 18290 12993 11214 1095 23287 15357 147754 31708 1483 1570 716 21921 7234 25650 33258 617 56747 5754 876 7347 1014 12177 31513 13447 9608 76828 26980 25872 internal_value=0 0.00649558 -0.00339153 0.00212014 -0.00214975 -0.000193683 -0.00282743 0.00131383 -0.00630857 -0.00500854 -0.0015846 0.00897691 -0.00642335 -0.00273167 0.00421162 -0.00370973 -0.00544842 -0.00252329 -0.00298206 -0.00236837 -0.000117746 0.00510059 0.00863877 -0.00702515 -0.00527763 -0.00276535 -0.000163212 -0.00211101 0.00697097 0.00120805 internal_weight=0 13622.2 26340.9 4929.59 18475.8 4753.92 13721.9 3620.39 7865.12 1133.53 1810 8692.58 1020.28 1618.05 1810.39 10351.4 3054.02 1541.78 7297.34 1210.26 3370.5 2268.36 179.537 6654.86 2109.97 1311.5 960.225 5217.64 3072.09 2205.44 internal_count=734512 141340 593172 53533 354629 90728 263901 57209 238543 33519 34618 87807 32424 33135 22591 217401 58176 24918 159225 24044 46500 20340 1631 214499 66745 35232 21785 102478 28550 26748 is_linear=0 shrinkage=0.01 Tree=226 num_leaves=31 num_cat=0 split_feature=10 6 10 10 10 10 10 10 2 2 6 0 2 2 6 10 6 6 0 6 2 2 2 0 2 10 6 3 3 10 split_gain=8634.8 944.375 542.199 240.44 339.988 322.973 220.647 177.128 171.32 166.841 138.01 134.518 118.251 134.765 110.646 86.6969 80.1597 77.8068 74.5686 72.9167 70.9361 66.2787 64.1021 62.837 79.1505 76.1816 54.8782 106.991 115.828 52.5244 threshold=3.1750000000000003 30.500000000000004 2.1050000000000004 5.5950000000000006 8.4000000000000021 4.2350000000000012 4.3150000000000004 6.9850000000000012 0.031331806282722509 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 0.52404068423485917 0.69261053906723202 30.500000000000004 2.8350000000000004 18.500000000000004 20.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.2730095990965557 0.010811126694717151 0.16774891774891773 1.0000000180025095e-35 0.76024883359253514 1.5450000000000002 21.500000000000004 0.74478940512375169 0.79187293729372954 8.7300000000000022 decision_type=10 2 10 10 10 10 10 10 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 8 2 2 2 10 left_child=2 3 14 5 7 18 -3 16 29 11 -11 -7 -9 -14 23 -4 -5 19 21 22 -16 -2 -6 24 25 -1 -12 -28 -29 -8 right_child=1 6 15 4 17 9 8 12 -10 10 26 -13 13 -15 20 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.0042628004616227025 0.0029564114552079975 -0.0023495998902302731 0.0050996688513738168 0.00039117431570360301 0.0092047765109071044 0.0014696347391107123 -0.0042146319453366509 0.0068435155066100366 -0.0074131739476728225 -0.0031019751806420242 -0.00624151078448003 -0.0034200870771576865 -0.0066949164624095468 0.0051767626157630375 -0.00061433141159028298 0.0025094598293790862 -0.0056287455139933489 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13977 28169 5302 29521 1450 35465 6036 30780 9945 2331 2563 3466 internal_value=0 -0.00336864 0.00645603 -0.0021332 -0.000192301 -0.00280525 -0.00628004 0.0013029 -0.00699772 -0.00368257 -0.00436159 -0.00130252 0.00454467 6.95568e-05 0.00803531 0.00392583 -0.000208862 -0.00498841 -0.00011663 -0.00609589 0.00434255 -0.00124962 0.00127031 0.00839395 0.00755786 0.00814532 -0.00572569 -0.00296672 0.00204579 -0.000763266 internal_weight=0 26255.5 13568.9 18433.4 4741.06 13692.3 7822.13 3614.29 6614.37 10323.6 8032.08 2291.53 1149.45 390.085 8354.38 5214.57 2464.84 1126.77 3368.71 956.819 739.569 2132.22 117.833 7614.81 4122.48 3494.38 3856.13 607.393 250.329 413.232 internal_count=734512 593172 141340 354629 90728 263901 238543 57209 214499 217401 186414 30987 16384 7351 84885 56455 40825 33519 46500 30207 8072 32523 2038 76813 41348 35312 100509 14839 4894 7946 is_linear=0 shrinkage=0.01 Tree=227 num_leaves=31 num_cat=0 split_feature=6 47 5 2 47 2 6 5 2 2 5 2 2 6 5 5 2 2 0 0 2 5 2 5 6 6 2 2 6 5 split_gain=3084.9 1127.68 391.993 311.23 252.58 190.075 163.719 158.429 158.025 137.185 114.1 113.329 109.857 95.4021 94.8351 91.8422 137.238 73.0408 221.595 113.814 113.682 65.0314 63.5251 63.5177 63.4586 62.3831 69.0664 59.8347 56.9632 52.0191 threshold=3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 0.98728813559322048 1.0000000180025095e-35 0.031331806282722509 28.500000000000004 2.5000000000000004 0.48581488933601619 0.50151515151515158 1.5000000000000002 0.74443344878772899 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.5000000000000002 0.091553836234687255 0.12560679611650488 1.0000000180025095e-35 1.0000000180025095e-35 0.77525510204081638 5.5000000000000009 0.066767983789260368 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 0.26944684528954194 0.088365434669442952 128.50000000000003 1.5000000000000002 decision_type=2 2 10 2 2 2 2 10 2 2 10 2 2 2 10 8 2 2 2 2 2 10 2 8 2 2 2 2 2 10 left_child=1 8 4 6 -2 -6 21 13 10 -10 -1 24 -12 17 -8 -15 -17 19 20 23 -19 25 -7 -3 -11 26 -4 -9 -24 -13 right_child=2 7 3 -5 5 22 14 27 9 11 12 29 -14 15 -16 16 -18 18 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0043578246923605506 -0.00028922041163287587 0.0030052389843669603 0.0047789284278970121 0.0066391272693043868 0.0014745604853169312 -0.0070746193515969407 -0.0053121459669523939 0.000288188600108354 0.0079410369060284626 0.0038404226715708424 0.0042067019839641048 0.0070783621542731736 -0.0020872434172531733 -0.0028852078773237036 -0.0084878435964658976 0.0091519262157994125 -0.0022025648026458441 -0.0019034011869835505 0.0031870466451511914 0.00067538898678561759 0.0023438132617498715 0.0031472662350937133 -0.0029674098102426857 0.0076215286243207329 -0.0010166679792875345 -0.0045551039159507003 -0.0048656824725323809 -0.0046543334130112711 -0.0054100957050608987 0.0019737535824194794 leaf_weight=4184.8731001019478 4789.455185778439 898.16434847004712 161.43946560099721 217.25541664659977 727.03288314305246 586.53037394396961 1949.2818523924798 348.7847531940788 2212.4196677841246 983.30049058236182 506.88554104045033 1474.2499620709568 612.33579768612981 1237.2778414338827 1816.788518531248 179.84093363396823 260.84075824916363 2922.797877650708 1930.1036264803261 1765.3845642060041 803.44778866507113 138.13296112790704 3710.9800624549389 446.10793054290116 370.28638894483447 1997.4232708141208 137.48146830871701 822.65763850137591 1285.3505264837295 230.90357894822955 leaf_count=51266 86845 8967 1738 2164 11241 20219 55731 4252 25563 12576 5800 16858 10776 26644 67012 2270 5056 55793 22688 22483 7944 1808 87089 4835 5856 49784 3069 19137 36173 2875 internal_value=0 0.00245539 -0.00315821 -0.00512547 -0.0020207 -0.00333497 -0.00553768 0.000304416 0.00481794 0.00604416 0.00359933 0.00467214 0.000763229 0.000695552 -0.00684413 -0.00148897 0.00243117 0.00111371 0.00043689 0.00234481 -0.000987623 -0.00351663 -0.00396129 0.00453719 0.00251172 -0.00391749 0.000343122 -0.00318275 -0.00359581 0.00638712 internal_weight=0 22190.7 17517.2 6417.8 11099.3 6309.89 6200.55 11615.4 10575.3 5271.16 5304.09 3058.74 1119.22 10444 3766.07 1677.96 440.682 8766.01 5656.35 3109.66 3726.25 2434.48 5582.86 1344.27 1353.59 2296.34 298.921 1171.44 4996.33 1705.15 internal_count=734512 311639 422873 181306 241567 154722 179142 180069 131570 63728 67842 38165 16576 156680 122743 33970 7326 122710 86425 36285 63737 56399 143481 13802 18432 54591 4807 23389 123262 19733 is_linear=0 shrinkage=0.01 Tree=228 num_leaves=31 num_cat=0 split_feature=10 6 10 10 10 10 10 5 10 5 2 2 6 6 5 10 6 38 2 2 6 2 3 5 10 2 3 6 10 3 split_gain=8441.62 920.929 537.584 237.437 332.061 315.677 219.725 175.947 172.679 214.759 162.396 161.394 107.949 98.8759 89.8139 85.0429 78.3586 71.9844 69.5367 68.437 59.093 106.079 109.812 58.5386 79.9763 69.242 65.0224 58.3652 55.7761 54.4877 threshold=3.1750000000000003 30.500000000000004 2.1050000000000004 5.5950000000000006 8.4000000000000021 4.495000000000001 4.1150000000000011 5.5000000000000009 6.9850000000000012 1.5000000000000002 0.031331806282722509 1.0000000180025095e-35 30.500000000000004 1.5000000000000002 1.5000000000000002 2.8350000000000004 18.500000000000004 1.0000000180025095e-35 0.2730095990965557 0.51739261947973392 21.500000000000004 0.25092592592592594 0.79187293729372954 1.5000000000000002 6.2750000000000012 0.41696642685851326 0.88847429519071319 1.5000000000000002 1.925 0.98907071189679896 decision_type=10 2 10 10 10 10 10 10 10 10 2 2 2 2 10 10 2 2 2 2 2 2 2 10 10 2 2 2 8 2 left_child=2 3 12 5 8 14 -3 -6 16 19 -8 17 28 -13 27 -4 23 -7 -14 -10 -15 22 -22 25 26 -5 -25 -2 -1 -16 right_child=1 6 15 4 7 11 10 -9 9 -11 -12 13 18 20 29 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0066679077458922974 0.0012760160542535229 -0.0018467968830915185 0.005044273379182309 -0.00046208765801008156 -0.0062287942928756224 -0.001673600316058608 -0.00085996641257942298 0.0073262084883821401 0.0025978878593996956 0.0071697175817455917 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34329 17892 16437 14096 42954 76813 18792 is_linear=0 shrinkage=0.01 Tree=229 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 47 10 11 11 28 47 10 10 10 10 47 28 47 3 28 10 11 6 10 47 10 10 28 10 6 split_gain=26752.2 2682.7 1313.87 274.584 124.265 121.61 175.482 113.51 80.1541 74.0902 64.002 94.6256 61.5528 60.6275 55.7269 52.6077 40.5618 40.1236 34.7859 32.6074 31.8385 27.8702 27.0391 24.2958 67.4503 29.2738 39.3452 34.3205 26.9075 24.0961 threshold=0.023589946329593603 0.98303884267807018 0.00022912561689730003 0.6303343176841737 0.0025646678404882004 1.0000000180025095e-35 6.3350000000000009 0.99991196393966686 9.9121775747335067e-06 1.0000000180025095e-35 1.0000000180025095e-35 1.3650000000000004 5.495000000000001 2.9250000000000003 5.5050000000000008 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.84654631083202525 1.0000000180025095e-35 5.8950000000000005 0.1800593510270119 854.00000000000011 2.7750000000000004 1.0000000180025095e-35 6.4350000000000014 3.9350000000000005 1.0000000180025095e-35 6.1150000000000011 6.5000000000000009 decision_type=2 2 2 2 2 2 8 2 2 2 2 10 8 10 8 2 2 2 2 2 8 2 2 10 2 10 10 2 10 2 left_child=2 3 8 5 12 6 9 22 -1 13 11 -5 17 -2 15 16 -6 -4 21 -13 -10 -7 23 -3 25 26 -25 -28 -26 -11 right_child=1 7 4 10 14 18 -8 -9 20 29 -12 19 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 28 -27 27 -29 -30 -31 leaf_value=-0.010077186136477938 0.0012484962925515548 0.010436383360991584 -0.0082475840931255616 0.0096223519081833717 -0.0066223153632095581 0.0013675181720558013 0.007737780470404073 0.011375254030153492 -0.0087503647946444874 0.0064269670419055446 0.0069341263740511369 0.0012540926843493528 -0.0022423892938860609 -0.004304500653442702 0.00094304375902989684 -0.0014459294828890795 0.0016234706363080745 -0.0049698538459750788 0.0052088327826131436 0.0073511366393656588 -0.0060868129870573781 0.0035146160586289792 -0.010041029979979252 0.0077989208689793321 0.011091015361943705 0.011037481284404913 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21.7253 21.9044 14.8119 14.5221 threshold=0.023589946329593603 0.98303884267807018 0.00022912561689730003 -1.0000000180025095e-35 0.6303343176841737 -4.4999999999999991 0.0017540019471198002 0.99991196393966686 0.49114476144313818 9.9121775747335067e-06 0.1800593510270119 1.0000000180025095e-35 -8.4999999999999982 3.5000000000000004 1.5000000000000002 0.87439320388349528 3.5000000000000004 0.87577160493827166 0.94255085211654765 -348.49999999999994 0.85901859402656566 19.500000000000004 2.5000000000000004 1.0000000180025095e-35 0.87439320388349528 19.500000000000004 0.42689778021375718 -266.49999999999994 0.0048335506580769504 1.5000000000000002 decision_type=2 2 2 8 2 8 2 2 2 2 2 2 8 10 10 2 10 2 2 10 2 8 10 2 2 8 2 10 2 10 left_child=2 3 9 4 10 6 -4 12 23 -1 13 18 16 24 15 28 -3 -17 21 -11 29 -10 -12 -5 25 26 -2 -28 -8 -6 right_child=1 7 5 8 20 -7 14 -9 11 19 22 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.010071502392421793 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157.4671056419611 218.02039320021868 30.116665564477444 2339.092548487708 1120.2128690108657 507.44937089085579 148.37546847015619 267.98606390878558 265.92178786545992 1265.1187757998705 14.666502065956591 54.434280067682266 724.74905896931887 225.5533896535635 leaf_count=419718 345 9547 29150 5971 2679 14482 6054 98421 225 23658 6382 1710 8276 807 7235 80 1071 1984 165 68452 5483 2885 740 1674 1382 7655 106 409 6808 958 internal_value=0 0.00810593 -0.00829159 0.00320012 0.00445124 -0.0034411 -0.00244713 0.0108623 -0.000463401 -0.00968417 0.00295524 0.00181025 0.00902944 0.0019261 -0.000861471 -0.000142998 0.00978631 0.00289892 0.000529831 -0.00830437 0.00702211 6.99792e-05 0.00409128 -0.00248134 0.00223476 0.00181138 -0.00170111 0.00203127 -0.000720405 0.00582548 internal_weight=0 19806.1 19460.8 7124.98 5311.18 4340.92 3465.52 12681.1 1813.8 15119.9 3357.46 852.862 2698.62 1761.61 1975.46 1418.26 1726.18 226.261 575.115 3314.08 1953.72 544.998 1595.85 960.939 1655.12 1389.2 124.078 69.1008 1192 833.503 internal_count=734512 156891 577621 39576 26946 65793 51311 117315 12630 511828 17826 4985 18894 10704 22161 14926 10618 2064 3275 92110 9120 3110 7122 7645 9897 8515 860 515 12862 3637 is_linear=0 shrinkage=0.01 Tree=231 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 11 11 11 11 1 3 3 1 11 11 3 4 3 1 3 2 11 3 3 11 4 3 4 split_gain=26036.6 2674.2 1315.23 320.098 201.636 168.191 117.104 114.005 81.6434 81.4759 38.4868 27.1015 24.3781 23.1134 21.9948 20.6844 18.0829 17.0419 17.6563 23.4845 18.7924 14.4517 14.2177 14.0868 13.2931 13.0122 12.9146 12.9054 12.8256 20.3892 threshold=0.023589946329593603 0.98303884267807018 0.00022912561689730003 -1.0000000180025095e-35 0.6303343176841737 -4.4999999999999991 0.99991196393966686 0.0017540019471198002 0.49114476144313818 9.9121775747335067e-06 0.1800593510270119 -8.4999999999999982 0.94754041967664271 0.11180555555555556 -348.49999999999994 0.85901859402656566 0.007890905253589103 0.87439320388349528 19.500000000000004 0.42689778021375718 -266.49999999999994 0.52649122807017557 0.75110619469026563 0.0048335506580769504 0.25018968133535663 0.99548530430883397 0.9982588291168214 19.500000000000004 0.84654631083202525 26.500000000000004 decision_type=2 2 2 8 2 8 2 2 2 2 2 8 2 2 10 2 2 2 8 2 10 2 2 2 2 2 2 10 2 10 left_child=2 3 9 4 10 7 11 -4 21 -1 17 -3 16 -10 -11 -6 -9 18 19 -2 -21 -5 -15 -7 -25 -14 -13 -27 29 -12 right_child=1 6 5 8 15 23 -8 12 13 14 28 26 25 22 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 27 -28 -29 -30 -31 leaf_value=-0.010065829754759448 -0.0065667153995742555 0.0097399327175215697 -0.0045218314209729696 -0.0014278614145777774 0.0057734992181279953 -0.0082844030737798738 0.011340490014834621 -0.0021121001730039974 0.0048389762973842804 -0.0095518470100265391 0.000676804951067982 0.0063248757668331167 0.0062542216703833312 0.0011383036475168693 -0.0077567094367264828 0.0078558150919797835 -5.8576745131182175e-05 0.004158323402722596 0.0018218803848033787 0.01139257414132276 -0.00083801857631006168 -0.0039190178972719715 -0.0082548760076235263 -0.0019553617185738793 -0.0068042597221404499 -0.0078556284741200869 0.0086565721746306688 0.0017424840854133566 0.005970802304005378 0.0041569377797953371 leaf_weight=11694.864806527272 60.979213371872902 1717.0988555252552 1484.1652854047716 562.41282657161355 832.60255821049213 563.76875767111778 9898.1756268069148 1014.2566182427108 192.80126141011715 966.61765374243259 198.34581151604652 418.83728934824467 60.356148734688759 643.01740825176239 2322.3969440218061 1117.0238874480128 742.90188353508711 282.01242234557867 1346.1434335634112 16.045425646007061 57.88070061057806 397.43132697790861 16.528260558843613 74.798457939177752 231.59081050381064 15.554554581642149 548.76815210282803 140.95953817665577 285.10467322915792 1113.1343172118068 leaf_count=419718 386 10618 29150 3954 3637 10326 98421 13434 1188 23658 913 3153 582 3705 68452 5483 6947 1483 8276 119 440 3691 92 785 3371 135 5123 1063 1239 4970 internal_value=0 0.0080666 -0.00827218 0.0031697 0.00440833 -0.00341666 0.0108381 -0.00242785 -0.000459177 -0.00967477 0.00292377 0.00898571 -0.000853492 0.00179325 -0.00828429 0.00696655 -0.0012439 0.00190525 0.00147623 -0.00197279 0.00181659 -0.00245935 0.00090291 -0.00734642 -0.0056205 0.00230972 0.00764728 0.000788612 0.0040485 0.00363061 internal_weight=0 19704.3 19312.2 7121.46 5309.27 4328.35 12582.9 3458.19 1812.19 14983.9 3359.65 2684.7 1974.03 852.347 3289.01 1949.63 1757.16 1763.06 1481.05 134.905 73.9261 959.844 659.546 870.158 306.389 216.87 967.605 156.514 1596.58 1311.48 internal_count=734512 156891 577621 39576 26946 65793 117315 51311 12630 511828 17826 18894 22161 4985 92110 9120 20381 10704 9221 945 559 7645 3797 14482 4156 1780 8276 1198 7122 5883 is_linear=0 shrinkage=0.01 Tree=232 num_leaves=31 num_cat=0 split_feature=10 1 10 10 3 1 2 3 10 10 1 3 1 10 10 10 1 10 1 10 1 3 10 1 1 1 1 10 1 2 split_gain=7984.12 1448.47 387.048 345.341 327.308 296.873 229.612 306.802 189.792 171.703 163.424 162.419 139.869 131.432 228.917 134.856 135.569 114.757 189.402 129.69 170.207 111.865 108.25 106.987 101.756 95.8001 91.4203 87.3831 86.5568 85.7699 threshold=3.1750000000000003 -31.499999999999996 4.0850000000000009 3.1750000000000003 0.21483516483516482 -37.499999999999993 0.091553836234687255 0.90943267259056748 2.2150000000000003 9.8950000000000014 -64.499999999999986 0.96190130624092907 -147.49999999999997 6.0750000000000011 9.1600000000000019 8.1200000000000028 -114.49999999999999 4.995000000000001 -4.4999999999999991 4.9850000000000012 -7.4999999999999991 0.64308462238398556 5.2350000000000012 -143.49999999999997 -63.499999999999993 -247.49999999999997 -68.499999999999986 3.5950000000000002 -3.4999999999999996 0.2573593073593074 decision_type=10 8 10 8 2 8 2 2 10 10 8 2 10 10 10 10 10 10 8 10 8 2 10 10 10 8 10 10 8 2 left_child=1 3 10 -1 5 9 7 26 -3 22 -2 -9 -13 17 15 16 25 19 -19 -8 -21 -18 -4 -16 27 -15 -6 -12 -10 -22 right_child=2 8 4 -5 6 -7 13 11 28 -11 24 12 -14 14 23 -17 21 18 -20 20 29 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00050142322209940774 -0.0032002479258121143 0.0099445976996065128 -0.0011794378611582712 0.0048561041134175288 -0.0082084183942963632 -0.005594303011042019 -0.0044854447265906669 -0.0063642128059825803 -0.001186080355811109 -0.0087026262289044472 0.004647426883729289 -0.0045803928726553238 0.0013172612726857547 -0.00046923041399442002 0.0048867691590639599 0.0046945351631411877 0.0050664963865259486 -0.0052442713136745265 -0.0091062370036040455 -0.0067974243005859475 0.011547584984636183 -0.0042849494963214628 0.0029353590129226788 -0.0094285113241194887 -0.0014190725833101798 -0.0065256209443628633 0.010387580277670819 -0.00017567634911232102 0.0071615438280227149 -0.0097932938691931634 leaf_weight=2630.8449418991804 1330.7806170824915 5367.5695613138378 1103.9033883027732 2217.0724586136639 29.683046342805028 1095.3465238828212 4343.7322956807911 860.85529208555818 129.87261820957065 187.47012043371797 933.78030859492719 666.57447240501642 1013.6125323008746 410.31104847416282 57.476847667247057 325.78725729882717 356.26371427811682 6120.6170380078256 1602.3446260038763 117.74518193677068 148.56273150071502 199.58114941976964 1519.2204213757068 569.43180739320815 967.95688711293042 718.58970496617258 241.70622774958611 628.45924722589552 2851.6333131454885 21.566477945074439 leaf_count=33193 25097 59257 16204 20340 736 20349 106749 28112 1570 6873 8743 13963 15311 8910 680 4250 4165 186820 42900 3624 1066 4807 17936 25488 16547 22239 3371 7704 26980 528 internal_value=0 0.0062964 -0.00328078 0.00194871 -0.00379961 -0.00117813 -0.00437471 -0.00175277 0.0088209 0.000542942 -0.000363421 -0.00283216 -0.00102249 -0.00486657 -0.00284009 -0.00119498 -0.00233386 -0.00529918 -0.00604554 -0.00405466 0.00244541 0.00170877 0.00120371 -0.00811604 0.00112864 -0.00432436 0.00835365 0.00270718 0.00679793 0.0088423 internal_weight=0 13197 25571.4 4847.92 21710.4 3905.94 17804.4 2812.43 8349.08 2810.59 3860.98 2541.04 1680.19 14992 2637.44 2010.53 1684.75 12354.6 7722.96 4631.61 287.874 555.845 2623.12 626.909 2530.2 1128.9 271.389 1562.24 2981.51 170.129 internal_count=734512 141340 593172 53533 535081 61362 473719 61493 87807 41013 58091 57386 29274 412226 70539 44371 40121 341687 229720 111967 5218 8972 34140 26168 32994 31149 4107 16447 28550 1594 is_linear=0 shrinkage=0.01 Tree=233 num_leaves=31 num_cat=0 split_feature=47 28 3 18 2 3 2 2 4 3 2 4 4 2 2 2 2 3 2 4 2 3 2 3 3 3 3 3 2 3 split_gain=1655.61 594.263 520.88 432.637 288.032 212.385 231.474 190.648 146.121 119.918 114.149 91.5971 89.4656 67.2497 253.01 54.3367 53.6722 50.6782 50.6777 48.2807 66.7329 43.1866 38.7436 38.6041 111.754 90.9313 49.974 72.9957 38.3368 45.6501 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.21483516483516482 1.0000000180025095e-35 0.025978407557354904 0.51271277741865984 0.50151515151515158 0.74443344878772899 20.500000000000004 0.45848997493734339 1.0000000180025095e-35 18.500000000000004 26.500000000000004 0.49882629107981225 0.50151515151515158 0.66751700680272119 1.0000000180025095e-35 0.24328334268987087 0.49882629107981225 29.500000000000004 0.98728813559322048 0.45495129870129869 0.77842377260981921 0.87439320388349528 0.90943267259056748 0.90844616376531284 0.76506899055918665 0.74478940512375169 1.0000000180025095e-35 0.8238526179702651 decision_type=2 2 2 2 2 2 2 2 10 2 2 8 8 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 left_child=1 3 8 5 12 6 18 15 22 21 -3 -6 16 23 -15 -8 -4 -12 -1 20 -9 -5 -2 26 25 -25 27 -13 -7 -30 right_child=2 10 4 9 11 28 7 19 -10 -11 17 13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=0.0049048421007556568 -0.0042366620196510538 0.0027775165720383866 -0.0049620821374499174 0.00018944433453374246 -0.0048656669085409797 0.0040957221525912352 0.0013171735382810426 -0.00098310030466464225 0.0020008048310254565 -0.0064066825194762055 0.0020401371181012042 -0.0035327178677298393 0.0026482067108096786 0.0016358008782338376 -0.0033024420903731721 -0.0033798024476602039 0.0017716314389606036 -0.0054394862189251049 0.0071261252737959083 0.0059080314100754408 0.0056128231445464862 0.02359021011497861 -0.0002782006015844469 -0.0010640736140028674 -0.0045892431099256474 0.0078006390370489688 -0.005205764393163944 8.0437772593368773e-05 0.0019519778499454139 -0.0010676459531816058 leaf_weight=1901.6130508314818 509.19447442516685 232.20136358216405 306.21190113201737 409.99603815190494 2376.3483320381492 709.35392204858363 1882.5985375847667 283.88984508067369 3785.6108774412423 572.02432124689221 98.27370878495276 5021.1589133255184 1251.2242916822433 1488.3831773977727 3424.9360109940171 283.36813156120479 192.96084613166749 1157.9902629218996 2233.3682268410921 1484.1392314620316 333.67134218849242 8.0412532612681371 480.65270398370922 365.28907469660044 581.80634620040655 169.3629471231252 1460.0140341650695 629.21210362575948 4443.8311634603888 564.21790851838887 leaf_count=23235 11082 2600 7533 7426 72562 8207 28980 4750 45489 16898 1562 123574 14849 22894 83414 5627 3654 31820 27246 18360 4327 83 5988 8578 17336 2564 41362 12396 70119 9997 internal_value=0 0.00236483 -0.00181673 0.0029587 -0.00262516 0.00340676 0.00441842 0.00278468 0.00110634 -0.00343152 -0.0036638 -0.00305895 0.00122024 -0.00273222 -0.00180651 0.00070268 -0.00235909 -0.00485438 0.00610459 0.00493034 0.00258071 0.000639575 -0.0023145 -0.00328508 -0.00155636 0.00174402 -0.00355652 -0.00313037 0.00191996 0.00161178 internal_weight=0 16598.6 22042.4 15110.1 17266.9 14120.1 8402.65 4267.67 4775.46 990.062 1488.47 15516.5 1750.4 13140.2 4913.32 2165.97 499.173 1256.26 4134.98 2101.7 617.561 418.037 989.847 8226.84 1116.46 534.652 7110.39 5650.37 5717.4 5008.05 internal_count=734512 261237 473275 225255 410716 200848 112525 62044 62559 24407 35982 384680 26036 312118 106308 34607 11187 33382 50481 27437 9077 7509 17070 205810 28478 11142 177332 135970 88323 80116 is_linear=0 shrinkage=0.01 Tree=234 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 1 11 10 11 10 11 11 10 10 10 10 10 1 10 10 10 10 11 5 5 5 5 10 10 split_gain=25499.4 2647.96 1316.45 324.816 474.393 197.891 169.106 118.253 118.12 112.585 104.121 82.2483 37.7296 34.8952 34.225 33.2805 32.3294 29.2731 27.806 165.139 29.2002 27.0621 26.9183 26.5781 26.4806 25.4373 25.1495 24.355 23.3144 33.0473 threshold=0.023589946329593603 0.98303884267807018 0.00022912561689730003 -1.0000000180025095e-35 2.3750000000000004 0.6303343176841737 -4.4999999999999991 0.99991196393966686 3.9650000000000003 0.0017540019471198002 7.2950000000000008 9.9121775747335067e-06 0.1800593510270119 5.7250000000000005 5.285000000000001 3.1250000000000004 5.8950000000000005 5.4650000000000007 -8.4999999999999982 3.9350000000000005 6.4350000000000014 3.4550000000000005 2.3750000000000004 0.6303343176841737 5.5000000000000009 3.5000000000000004 1.5000000000000002 3.5000000000000004 5.4450000000000012 5.535000000000001 decision_type=2 2 2 8 10 2 8 2 10 2 8 2 2 10 8 10 8 10 8 10 10 10 8 2 8 10 10 10 10 10 left_child=2 3 11 5 22 12 9 18 23 14 15 -1 25 -10 -4 -8 -13 -11 27 -20 -21 -14 -5 -6 -15 28 -23 -3 -2 -30 right_child=1 7 6 4 8 -7 10 -9 13 17 -12 16 21 24 -16 -17 -18 -19 19 20 -22 26 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010057652147852881 0.0016885225571289172 0.010080826151501609 -0.0055752298224653989 0.0046380548329686497 -0.0021872893486264396 0.0069352222401571975 -0.0041293058355562819 0.011315724404107629 -0.0072909038430803907 -0.0014006783835544571 0.0065419451841196739 -0.0086931977461859253 0.0020029788989499265 -0.0013210397169496346 -0.0023650133559319688 -0.009201948209456981 -0.0059789427639415291 0.0017343797959470503 0.0096513787654880241 -0.0021838808162567801 0.0098297490400860495 0.0058081426917722234 0.0093433747413497695 0.0021179692432009749 0.020694242429086487 -0.0028298163642977688 0.002497711620418429 0.0059350122445237154 0.015161991335380801 0.0037091311550073933 leaf_weight=11515.395994652063 1376.7896050438285 1551.6867729276419 967.59173354133964 195.06672386080027 388.75713954120874 1945.4878019690514 161.29177398607135 9742.2861499637365 624.47004007175565 1601.2054217234254 50.928608410060406 2730.068677213043 462.72011056542397 41.329810503870249 505.66185111925006 652.81724719144404 522.8769016880542 365.89625529199839 764.28290687501431 168.2338702082634 22.99765557795763 812.58587291091681 322.74104705452919 227.19069593399763 6.2958971560001364 106.07643094658852 319.80748380720615 155.94004563242197 28.022023312747478 249.70491617918015 leaf_count=419718 8181 9547 20491 1051 2144 9120 1289 98421 5938 18058 285 79213 1995 293 8659 12908 12897 4103 7370 769 137 3572 2047 1122 35 807 1555 1071 196 1520 internal_value=0 0.00801697 -0.00824253 0.00314998 -0.000512878 0.00439773 -0.00337685 0.0108053 -0.00376261 -0.00238307 -0.00732921 -0.00966101 0.00292661 -0.00666164 -0.00447339 -0.00819695 -0.00825691 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threshold=0.023589946329593603 0.98303884267807018 0.00022912561689730003 0.6303343176841737 0.99991196393966686 0.0025646678404882004 5.4450000000000012 9.9121775747335067e-06 5.495000000000001 5.5050000000000008 0.1800593510270119 0.80104166666666676 7.6350000000000007 5.8950000000000005 3.5000000000000004 2.7750000000000004 854.00000000000011 6.1150000000000011 6.1250000000000009 0.94754041967664271 3.5000000000000004 23.500000000000004 5.2550000000000008 9.0500000000000025 340.50000000000006 8.2000000000000011 1.0000000180025095e-35 0.062895569620253167 1.0000000180025095e-35 16.500000000000004 decision_type=2 2 2 2 2 2 8 2 8 8 2 2 8 8 2 10 2 10 10 2 2 2 10 10 2 10 2 2 2 10 left_child=2 3 7 6 15 8 10 -1 -4 14 28 23 17 -9 26 -3 -17 21 -19 29 -12 22 -5 24 -8 -13 -7 -25 -2 -11 right_child=1 4 5 12 -6 9 11 13 -10 19 20 25 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=-0.010051996708817115 -0.00035283683557188998 0.010330882166259969 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156891 577621 39576 117315 65793 26269 511828 41951 23842 20316 5953 13307 92110 18904 18894 10465 10495 790 4938 7920 9705 8054 5482 5017 471 9360 465 12396 4239 is_linear=0 shrinkage=0.01 Tree=236 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 10 10 1 10 1 2 10 1 10 10 10 2 6 1 1 10 1 6 6 1 1 4 1 1 2 split_gain=7606.48 1397.91 858.127 328.613 214.959 301.169 285.474 266.781 206.399 190.702 192.113 190.054 189.09 180.983 261.39 175.249 164.051 142.922 130.444 128.818 116.084 104.928 101.802 96.2275 94.3684 82.6033 74.076 66.6358 145.694 67.8748 threshold=3.1750000000000003 -31.499999999999996 30.500000000000004 1.635 5.5950000000000006 8.4000000000000021 4.495000000000001 -123.49999999999999 4.3150000000000004 -335.49999999999994 1.0000000180025095e-35 2.2150000000000003 -268.49999999999994 4.995000000000001 4.9850000000000012 8.1200000000000028 0.031331806282722509 1.5000000000000002 -64.499999999999986 -239.49999999999997 6.9850000000000012 -21.499999999999996 20.500000000000004 17.500000000000004 -63.499999999999993 -3.4999999999999996 24.500000000000004 -60.499999999999993 -56.499999999999993 0.76024883359253514 decision_type=10 8 2 10 10 10 10 10 10 10 2 10 10 10 10 10 2 2 8 8 10 8 2 2 8 8 10 10 10 2 left_child=1 3 4 -1 6 7 18 15 21 13 26 -3 -7 14 -8 19 -10 -12 -2 -6 27 -4 -14 -16 -20 -13 -11 29 -29 -9 right_child=2 11 8 -5 5 12 9 20 16 10 17 25 22 -15 23 -17 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0043656441324022447 -0.002875793716479075 0.0098700017014009753 -0.0045626346528513627 -0.00088293265197905528 0.00099740355688618517 0.0076556561306745357 -0.0049951926451460658 0.0014843316760889582 -0.00063686262577096811 -0.004329038598632433 -0.0020747117254957866 -0.0011493864327049832 -0.0077088695604899731 -0.0083271060606221244 -0.0084143482297404266 0.0077336133942232065 -0.0072333326633578004 -0.0054865098027070212 0.010034358255799314 -0.0048953336627069492 0.0074566815293038227 0.0016280545747555733 0.00098394021520399936 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22.8314 22.5737 22.0829 21.5187 20.5027 18.3598 17.8317 16.0004 14.6623 13.8634 13.85 13.747 13.4538 18.1687 18.926 13.1859 12.9172 threshold=0.023589946329593603 0.98303884267807018 0.00022912561689730003 -1.0000000180025095e-35 0.6303343176841737 -4.4999999999999991 0.99991196393966686 0.0017540019471198002 9.9121775747335067e-06 0.49114476144313818 0.1800593510270119 -8.4999999999999982 780.50000000000011 0.94754041967664271 -348.49999999999994 0.11180555555555556 472.50000000000006 0.85901859402656566 313.50000000000006 0.007890905253589103 0.87439320388349528 2.5000000000000004 0.75110619469026563 0.0048335506580769504 1.5000000000000002 0.25018968133535663 191.50000000000003 0.97156334231805941 0.9982588291168214 0.25018968133535663 decision_type=2 2 2 8 2 8 2 2 2 2 2 8 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 8 4 10 7 11 -4 -1 25 20 12 -3 19 -10 -11 17 -6 -12 -9 -2 -22 -17 -7 -15 -5 -27 -28 -13 -25 right_child=1 6 5 9 16 23 -8 13 14 15 18 28 -14 24 -16 22 -18 -19 -20 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5.9225848317146292 94.028910778462887 2256.1963999737054 635.83511302620173 19.631801977753639 1097.2049085646868 31.811025701463223 737.79634975269437 144.85005799680948 137.49607836455107 16.388407409191132 74.353197328746319 123.0800938308239 657.73460390791297 42.970191929489374 1.6963572315871704 531.2222586274147 228.06497496366501 leaf_count=419718 9221 10593 29150 1559 3601 10326 98421 13434 23658 1188 6944 3153 25 686 68452 3705 84 5435 178 6947 686 797 92 785 1094 5588 481 17 5123 3371 internal_value=0 0.00793392 -0.0081965 0.00310006 0.00434282 -0.00331928 0.0107525 -0.00232632 -0.00963899 -0.000565469 0.00289486 0.00885253 0.00961949 -0.000777587 -0.00821113 0.0016401 0.00684983 0.00695642 0.00398921 -0.00115857 0.00190337 0.00408469 0.000767094 -0.00728927 0.00228037 -0.00251322 -0.00322302 0.00294866 0.00747374 -0.00556885 internal_weight=0 19245.4 18722.2 7088.53 5293.75 4273.39 12156.9 3418.4 14448.8 1794.78 3355.64 2628.51 1688.99 1959.72 3195.91 841.687 1938.11 1918.47 1595.08 1742.61 1760.56 282.346 652.224 854.991 217.109 953.097 702.401 44.6665 939.52 302.418 internal_count=734512 156891 577621 39576 26946 65793 117315 51311 511828 12630 17826 18894 10618 22161 92110 4985 9120 9036 7122 20381 10704 1483 3797 14482 1780 7645 6086 498 8276 4156 is_linear=0 shrinkage=0.01 Tree=238 num_leaves=31 num_cat=0 split_feature=6 1 1 3 5 3 3 2 3 6 0 3 6 5 1 1 1 6 0 6 6 1 1 5 1 1 1 1 0 1 split_gain=2670.12 1283.55 650.871 331.177 200.721 163.613 184.83 141.483 133.821 114.694 109.983 108.343 104.996 122.483 115.879 219.068 96.7072 87.6846 58.8934 70.4791 68.3939 55.7476 63.6924 53.5122 52.6873 118.32 51.0676 47.7948 45.1546 44.5329 threshold=3.5000000000000004 -1.0000000180025095e-35 -2.4999999999999996 1.0000000180025095e-35 1.5000000000000002 0.90844616376531284 0.50117370892018787 0.031331806282722509 0.69268849961919277 1.5000000000000002 1.0000000180025095e-35 0.90943267259056748 33.500000000000007 2.5000000000000004 -66.499999999999986 -60.499999999999993 -147.49999999999997 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -31.499999999999996 -37.499999999999993 2.5000000000000004 -64.499999999999986 -60.499999999999993 -67.499999999999986 -367.49999999999994 1.0000000180025095e-35 -9.4999999999999982 decision_type=2 8 8 2 10 2 2 2 2 2 2 2 2 10 10 10 10 2 2 2 2 10 10 8 10 10 10 10 2 10 left_child=1 5 3 -2 -4 6 9 16 18 21 -8 26 14 27 -9 -16 -5 -6 20 -20 23 22 24 -3 -1 -26 -7 -14 -27 -29 right_child=2 8 4 7 17 11 10 12 -10 -11 -12 -13 13 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 25 28 -28 29 -30 -31 leaf_value=0.00052828992867445692 0.0023318142323800598 0.0059965462253993157 0.0015225380522385476 -0.0061767553753491944 0.0014605690215278835 -0.0093604090373153332 -0.0030707122562959465 -0.0049619077885441603 0.0021867638462431168 -0.0022965657082672608 0.0013401908884665852 0.0021688785911246934 0.0022054301017811881 -0.0084311019937021864 0.0040554809402432983 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23492 10441 17030 1854 56621 6992 29231 8752 23115 26149 17948 13126 7371 6253 2112 3981 9970 3261 133581 7685 9767 internal_value=0 0.00233696 -0.00302271 -0.00422526 0.000239381 0.000275105 -0.000163718 -0.00464189 0.00528227 0.000707575 -0.00211965 0.00327403 -0.00493575 -0.00578641 -0.00377757 -0.00160949 -0.000417951 -0.00326089 0.00577898 0.00670036 0.00492673 0.0012164 0.000930915 0.00569616 0.00119922 0.00262665 0.00945137 -0.00503265 0.00118222 -0.00517075 internal_weight=0 21136.1 16591.8 12122.8 4469.02 12432.6 10845.6 11398.5 8703.44 7503.23 3342.4 1587.01 10657.1 6144.26 4512.88 1594.3 741.414 1198.82 7499.98 3603.81 3896.17 6416.44 5866.14 2913.56 5501.39 1759.01 240.835 4781.5 1342.58 4691.98 internal_count=734512 311639 422873 344255 78618 201642 181064 336278 109997 112342 68722 20578 321424 201823 119601 36223 14854 27681 93865 44097 49768 88850 81479 36642 75226 21636 3548 145202 17655 143348 is_linear=0 shrinkage=0.01 Tree=239 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 47 10 11 28 47 47 10 10 10 47 28 38 5 28 38 10 10 10 10 10 47 10 2 10 split_gain=24282.8 2610.98 1317.9 248.458 127.092 122.682 116.232 163.422 76.5674 72.1532 71.8916 62.0651 90.8692 59.7154 54.7524 43.0003 38.5112 38.286 33.8939 31.6588 35.7852 30.8751 29.8562 29.7126 29.684 28.1125 66.7252 28.3994 27.5867 27.4225 threshold=0.023589946329593603 0.98303884267807018 0.00020295658032405003 0.6303343176841737 0.0014690008247270501 0.99991196393966686 1.0000000180025095e-35 6.3350000000000009 9.2114014478283951e-06 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3650000000000004 2.0150000000000001 2.9250000000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5.745000000000001 5.4450000000000012 8.2700000000000014 8.3400000000000016 2.7750000000000004 1.0000000180025095e-35 6.1150000000000011 0.25092592592592594 6.4350000000000014 decision_type=2 2 2 2 2 2 2 8 2 2 2 2 10 10 10 2 2 2 10 2 2 8 10 10 8 10 2 10 2 10 left_child=2 3 8 6 15 25 7 9 -1 14 13 12 -5 -6 -2 24 -15 -16 23 20 -14 -10 -12 -8 -4 -3 29 -28 -20 -27 right_child=1 5 4 11 10 -7 18 -9 21 -11 22 -13 19 16 17 -17 -18 -19 28 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.010044608540899216 0.0010492348413085927 0.01026799335657261 -0.0083369737914679096 0.0093992830198333707 0.0039014984762309689 0.011257100842474228 0.0028460787643786161 0.0074647102330957288 -0.0087346721192488527 0.0036903579572781326 -0.0015339429865524939 0.006662895665082995 0.00054225990701508274 -0.0066686591162192534 -0.0046125283809062331 -0.0044216705088747634 4.952478637113876e-05 0.0080461598146710622 0.0028561203670976558 0.007094391751558014 0.011540888060744442 -0.0061369729433845364 0.0017023452286845189 0.0083298461073423678 0.0032384521873860439 0.0043880351592290043 0.010783708062405929 0.0076086775707585423 -0.0050672323523217443 0.010523649234587529 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33.500000000000007 3.1750000000000003 5.5950000000000006 4.495000000000001 8.4000000000000021 -123.49999999999999 4.1150000000000011 2.2150000000000003 -335.49999999999994 1.0000000180025095e-35 -268.49999999999994 4.995000000000001 4.9850000000000012 8.1200000000000028 1.5000000000000002 0.025978407557354904 -64.499999999999986 -239.49999999999997 6.9850000000000012 20.500000000000004 17.500000000000004 -23.499999999999996 -63.499999999999993 -3.4999999999999996 24.500000000000004 0.98728813559322048 30.500000000000004 -64.499999999999986 decision_type=10 8 2 8 10 10 10 10 10 10 10 2 10 10 10 10 2 2 8 8 10 2 2 8 8 8 10 2 2 10 left_child=1 3 4 -1 5 18 7 15 23 -3 13 26 -8 14 -7 19 -13 -10 -2 -6 -9 -14 -16 -4 -20 -11 -12 28 -5 -30 right_child=2 9 8 27 6 10 12 20 17 25 11 16 21 -15 22 -17 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.00046323244840942314 -0.0028407256825594084 0.009798896931116987 -0.0042196870781882837 0.0064106643822668752 0.00087284377142222329 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267832 92605 58688 232735 87807 205333 151413 33917 53920 20164 35645 130102 214254 62499 34058 23043 32814 1638 18481 34870 28550 21311 20340 16913 3367 is_linear=0 shrinkage=0.01 Tree=241 num_leaves=31 num_cat=0 split_feature=10 47 6 10 10 10 10 10 10 5 10 5 2 2 0 0 47 28 6 0 2 47 6 2 2 28 5 10 10 5 split_gain=7127.63 1051.31 809.781 383.36 214.095 208.589 269.882 268.424 206.352 155.255 146.258 182.505 141.569 140.243 119.919 115.684 109.788 107.009 98.733 91.9874 87.0826 81.4304 72.1209 71.607 64.4043 61.7665 60.0075 53.6138 67.9323 49.9436 threshold=3.1750000000000003 1.0000000180025095e-35 33.500000000000007 3.1750000000000003 2.3250000000000006 5.5950000000000006 4.495000000000001 8.4000000000000021 4.1150000000000011 5.5000000000000009 6.9850000000000012 1.5000000000000002 0.025978407557354904 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 0.010811126694717151 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265.662 264.255 247.787 187.141 180.871 176.941 171.13 249.066 167.955 160.754 159.39 140.845 140.446 133.689 120.397 117.965 113.529 106.458 91.6997 90.8725 88.6801 83.2434 70.4118 66.2334 threshold=3.1750000000000003 -361.49999999999994 33.500000000000007 3.1750000000000003 4.1150000000000011 5.5950000000000006 4.495000000000001 8.4000000000000021 -123.49999999999999 -335.49999999999994 1.0000000180025095e-35 -268.49999999999994 4.995000000000001 4.9850000000000012 2.3250000000000006 8.1200000000000028 5.5000000000000009 1.5000000000000002 0.025978407557354904 1.0000000180025095e-35 -64.499999999999986 -239.49999999999997 6.9850000000000012 1.0000000180025095e-35 17.500000000000004 -23.499999999999996 -63.499999999999993 0.13660287081339714 2.7050000000000005 -64.499999999999986 decision_type=10 10 2 8 10 10 10 10 10 10 2 10 10 10 10 10 10 2 2 2 8 8 10 2 2 8 8 2 10 10 left_child=1 14 5 28 25 6 20 8 15 12 23 -9 13 -8 -1 21 -13 -12 -6 27 -2 -7 -10 -11 -15 -4 -22 -5 -3 -29 right_child=2 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1108.9556562099606 739.25565914995968 2479.436910700053 851.98295832984149 1415.0456688385457 27.443228533491492 2633.332776311785 184.1499751675874 91.342176351696253 2398.2300271708518 5671.8268839735538 1062.3559741713107 104.9483372811228 943.47316000238061 617.29927612654865 857.84057521633804 138.01538076810539 370.22257552109659 2509.9086880199611 797.08654765039682 1380.8165720682591 293.52483545988798 leaf_count=56375 27629 14860 13801 3431 7074 11758 18526 1103 15771 7571 57245 32095 33756 617 26011 1587 719 72857 207180 9837 942 22300 7272 13740 1021 4680 33928 8149 20139 2538 internal_value=0 0.00604374 -0.00312918 0.00217939 -0.00599958 -0.00199427 -0.0026283 -0.000160438 0.00116901 -0.00358613 -0.00268384 -0.00455322 -0.00588716 -0.00297398 0.0087784 -0.00148561 -0.00594107 -0.00364023 -0.00667058 0.00513598 -0.000509047 -0.00252662 0.00385615 0.000237033 0.00835604 -0.00161599 0.000775088 0.00313373 -0.000507877 0.00179612 internal_weight=0 12603.7 24576.3 5223.04 6963.77 17612.5 13087.6 4524.94 3473.66 9013.68 6474.76 1051.28 2538.91 1123.87 7380.7 1747.41 943.325 4877.67 6039.32 2486.9 4073.88 1563.26 1726.25 1597.1 165.459 924.456 2614.86 1424.54 2736.14 1090.61 internal_count=734512 141340 593172 58954 232735 360437 267832 92605 58688 205333 151413 33917 53920 20164 82386 35645 32814 130102 214254 23955 62499 34058 23043 21311 1638 18481 34870 14118 34999 10687 is_linear=0 shrinkage=0.01 Tree=243 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 11 11 11 11 1 6 3 11 1 3 6 11 3 11 11 3 11 6 1 6 3 6 6 split_gain=23603.5 2710.34 1169.67 344.471 200.713 160.287 122.855 97.2738 80.5478 77.4491 41.1858 29.2179 34.4327 20.9795 20.7605 20.5568 19.0419 17.2925 14.9807 13.4891 13.3321 12.9152 12.6106 14.4251 12.3666 19.0879 11.8436 11.7951 11.4264 11.3773 threshold=0.017575767822563603 0.98303884267807018 0.00020295658032405003 -1.0000000180025095e-35 0.6303343176841737 -4.4999999999999991 0.99991196393966686 0.0014690008247270501 0.49114476144313818 9.2114014478283951e-06 0.1800593510270119 -8.4999999999999982 780.50000000000011 0.11180555555555556 0.85901859402656566 -348.49999999999994 0.87439320388349528 313.50000000000006 0.0048335506580769504 0.24328334268987087 0.9982588291168214 0.12629276514053342 0.50952467343976793 0.0048335506580769504 64.500000000000014 -80.499999999999986 1.5000000000000002 0.84654631083202525 565.50000000000011 1.5000000000000002 decision_type=2 2 2 8 2 8 2 2 2 2 2 8 2 2 2 10 2 2 2 2 2 2 2 2 2 10 2 2 2 2 left_child=2 3 9 4 10 7 11 -4 21 -1 16 12 -3 -10 28 -11 -2 27 -9 -15 -13 -5 23 -7 -16 -26 -18 -12 -6 -21 right_child=1 6 5 8 14 22 -8 18 13 15 17 20 -14 19 24 -17 26 -19 -20 29 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.010033846234457269 0.0013936666638909032 0.0096310981297841689 -0.0045445338776438082 -0.0038304927295982434 0.0056993068716635585 -0.0075386600096794152 0.011226456286083928 -0.0019869291112111242 0.0044547556753062696 -0.0094964783249344275 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is_linear=0 shrinkage=0.01 Tree=244 num_leaves=31 num_cat=0 split_feature=6 1 1 4 6 1 1 0 6 1 6 1 1 1 1 1 1 1 1 1 1 0 6 6 1 0 6 0 6 6 split_gain=2445.69 1182.37 586.893 203.234 202.693 187.036 199.365 93.7354 90.783 78.5493 75.1824 65.8373 97.9383 64.0627 58.1546 57.2252 54.6973 47.0215 51.2126 49.0637 47.9234 43.0429 40.5988 40.1325 35.8081 40.5381 35.3404 33.4611 32.3154 32.1665 threshold=3.5000000000000004 -1.0000000180025095e-35 -2.4999999999999996 20.500000000000004 34.500000000000007 -66.499999999999986 -59.499999999999993 1.0000000180025095e-35 1.0000000180025095e-35 -43.499999999999993 1.0000000180025095e-35 -65.499999999999986 -60.499999999999993 -72.499999999999986 -192.49999999999997 -8.4999999999999982 -55.499999999999993 -120.49999999999999 -9.4999999999999982 -371.49999999999994 -375.49999999999994 1.0000000180025095e-35 356.50000000000006 1.5000000000000002 -127.49999999999999 1.0000000180025095e-35 46.500000000000007 1.0000000180025095e-35 2.5000000000000004 11.500000000000002 decision_type=2 8 8 8 2 10 10 2 2 10 2 8 10 10 10 10 10 10 10 10 10 2 2 2 10 2 2 2 2 2 left_child=1 3 4 9 5 24 29 8 -3 11 -9 14 -13 23 -1 27 -14 19 -19 20 -6 -15 -4 -5 25 -2 -21 -8 -10 -7 right_child=2 7 22 13 17 6 15 10 28 -11 -12 12 16 21 -16 -17 -18 18 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00018637812108577746 -0.005446230752465875 0.0049866857993970679 0.00042761903816016563 0.00049821596472951425 -0.0067590357319504057 0.00058390965406447508 -0.0026799840290975502 0.0051392579585787827 0.00049444081689626305 -0.0072070446719487927 0.0080134134334556711 0.0040805075516794822 -0.010726389114701695 0.0008973679425219607 -0.0045490087248364827 -0.0096476335967540135 -0.00094411219540020143 -0.0044162546866371531 -0.0096304025017644526 -0.0033597325544736153 0.0070478923372780874 0.0028005005889451713 -0.0039815041293849137 -0.0019275656287838941 -0.0029493622646688152 0.00016544238709123577 -0.0072665974856780426 0.0024958149519245048 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43.3879 41.7426 39.1334 threshold=-2.4999999999999996 0.21483516483516482 1.0000000180025095e-35 0.97156334231805941 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 -9.4999999999999982 20.500000000000004 0.25018968133535663 2.5000000000000004 -8.4999999999999982 -71.499999999999986 0.87439320388349528 -64.499999999999986 0.32583417593528818 1.5000000000000002 0.49441323345817728 0.67576887232059657 0.66536458333333337 20.500000000000004 2.5000000000000004 8.5000000000000018 0.19895833333333332 20.500000000000004 -64.499999999999986 -60.499999999999993 17.500000000000004 -313.49999999999994 0.67879188712522065 decision_type=8 2 2 2 2 10 10 10 8 2 10 10 10 2 10 2 10 2 2 2 8 10 10 2 10 10 10 8 10 2 left_child=1 8 3 6 5 9 11 24 21 -2 20 12 -3 18 -15 -11 17 -6 19 -14 -5 23 -18 -1 -4 -10 -27 -17 -26 -19 right_child=4 2 7 10 16 -7 -8 -9 25 15 -12 -13 13 14 -16 27 22 29 -20 -21 -22 -23 -24 -25 28 26 -28 -29 -30 -31 leaf_value=-0.0036081781674890908 0.0051878736351026059 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463.28294395469129 1595.4757299944758 1309.7496816590428 252.25833099149168 1027.3184101693332 137.21423194371164 85.367270218208432 64.429945243522525 113.24305457249284 313.23096456378698 1466.0792454704642 5590.4408050570637 2350.3241655267775 320.54450136050582 leaf_count=15734 20132 182840 5542 7197 23931 17552 93184 6092 30294 3874 4604 10951 70513 4145 5025 7122 6359 19587 34958 4704 12710 1714 1024 893 1936 3045 18215 85201 31504 3930 internal_value=0 -0.00185488 -0.00265554 -0.00335477 0.00342866 0.00225186 -0.00385924 0.00119429 0.00107718 0.0028072 0.00141787 -0.00328607 -0.00316432 -0.0021693 0.00445017 0.00222689 0.005782 0.00625628 -0.0028484 -0.0021366 0.0023448 -0.00210494 0.00257546 -0.00297358 0.0017051 0.00187783 0.00309095 0.0024178 0.00215388 0.00752808 internal_weight=0 23992.9 18846.4 15949.6 12772.9 8514.93 14424.9 2896.83 5146.45 7774.72 1524.72 11773.6 11537.5 5004.97 465.691 6250.98 4257.94 3709.29 4539.28 3229.53 1351.89 1034.58 548.65 897.369 2759.91 4111.87 1779.31 6057.93 2463.57 1916.02 internal_count=734512 545800 475905 430831 188712 133881 406320 45074 69895 116329 24511 313136 302185 119345 9170 96197 54831 47448 110175 75217 19907 18341 7383 16627 38982 51554 21260 92323 33440 23517 is_linear=0 shrinkage=0.01 Tree=246 num_leaves=31 num_cat=0 split_feature=10 1 10 10 2 1 10 10 10 10 10 1 1 1 1 1 10 1 1 10 10 1 2 1 2 1 10 2 1 10 split_gain=6729.69 1291.91 400.271 330.359 252.694 292.843 291.242 296.229 198.543 200.755 170.403 157.063 134.226 113.995 216.017 107.316 102.747 101.879 85.0812 150.707 185.773 145.271 143.588 134.625 109.615 84.6544 108.418 81.344 80.5438 82.3346 threshold=3.1750000000000003 -361.49999999999994 3.1750000000000003 4.0850000000000009 0.091553836234687255 -38.499999999999993 6.0750000000000011 9.1600000000000019 8.4000000000000021 6.9850000000000012 2.3250000000000006 -65.499999999999986 -64.499999999999986 -59.499999999999993 -55.499999999999993 -75.499999999999986 8.1200000000000028 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25635 1224 70446 1225 57723 1592 170598 4113 13326 17862 9260 15262 8397 internal_value=0 0.00596646 0.00215556 -0.00308224 -0.00357908 -0.00160093 -0.00420065 -0.00141478 -0.000120084 0.001229 0.00869483 0.000121442 -0.000343724 0.00364645 -0.00125149 -0.00421719 -0.00170581 -0.00778639 -0.00486918 -0.00565327 -0.00371531 -0.00683184 0.00553242 -0.00400878 -0.0041977 -0.00277594 -0.00397567 0.000157888 0.00102844 0.00236656 internal_weight=0 12425.1 5184.11 24280.2 20551.6 4913.72 15637.8 3026.38 3592.01 2702.23 7240.99 2438.45 3728.64 832.483 302.508 889.785 1605.97 587.923 12611.5 6598.33 2495.26 4103.06 199.83 6013.15 5918.79 1362.15 1106 2340.75 2448.18 1585.34 internal_count=734512 141340 58954 593172 535081 97845 437236 76451 67095 38886 82386 50129 58091 10242 4861 28209 39887 26322 360785 184850 56681 128169 2817 175935 174711 36307 31188 33920 32994 17732 is_linear=0 shrinkage=0.01 Tree=247 num_leaves=31 num_cat=0 split_feature=11 11 11 11 47 10 11 47 11 47 10 11 10 10 4 10 11 11 3 10 10 10 47 10 10 10 10 10 4 10 split_gain=23053.8 2811.81 1036.2 275.923 125.013 161.723 123.697 115.922 81.526 70.8286 98.6999 59.9185 57.6779 34.9824 62.9501 33.4404 32.2888 31.913 30.788 30.7815 28.5048 26.3213 67.1207 29.4384 27.5611 36.5894 27.0985 24.4833 24.2181 24.1295 threshold=0.013544866815209352 0.98303884267807018 0.00014531796477960005 0.49114476144313818 1.0000000180025095e-35 6.4350000000000014 0.99991196393966686 1.0000000180025095e-35 0.0012464885949156502 1.0000000180025095e-35 1.3650000000000004 6.1522598571173157e-06 2.2150000000000003 5.4450000000000012 20.500000000000004 5.535000000000001 0.85901859402656566 0.089183576405048315 0.45495129870129869 2.9250000000000003 4.745000000000001 2.7750000000000004 1.0000000180025095e-35 6.1150000000000011 6.4350000000000014 3.9350000000000005 5.8750000000000009 5.285000000000001 19.500000000000004 5.8950000000000005 decision_type=2 2 2 2 2 8 2 2 2 2 10 2 10 10 8 10 2 2 2 10 8 10 2 10 10 10 10 8 10 8 left_child=2 3 11 4 5 19 21 12 27 10 -5 -1 -4 14 -6 -15 -11 -16 -17 -2 -10 -3 24 -24 25 -23 -27 -9 -12 -13 right_child=1 6 7 9 13 -7 -8 8 20 16 28 29 -14 15 17 18 -18 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010062566764160497 0.00046767273370233546 0.010158652645536934 0.00061079603416009146 0.0090023949533667973 -0.003510373567914915 0.007250019540004724 0.011200766422236209 -0.0056757235297076282 -0.0029745211602431186 0.0050031356289991372 0.0070701303628706424 -0.0088744151818726334 -0.0072804655403478219 0.012252970773875327 0.001022999092854703 9.4070967601197258e-05 0.0075286212285039017 0.0034365269903111175 0.0055228938913013991 -0.003340894033892958 -0.00024073939660721141 0.0073492489819503874 0.010748867892308795 0.0074957428053505706 0.010462584671122778 0.0024907274447308644 -0.013390985841564484 -0.0028100259411113987 0.001098578636698622 -0.0065144927916513011 leaf_weight=10155.143436560407 270.37174213677645 841.38944482803345 101.45721802487969 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0.00158703 -0.00849348 internal_weight=0 19155.8 17434.1 7570.76 4408.83 1452.61 11585 4078.13 2913.01 3161.93 1128.21 13355.9 1165.12 2956.22 2412.37 543.846 2033.72 2212.3 491.323 1256.86 1589.18 2558.34 1716.95 1145.25 571.694 486.899 270.459 1323.83 904.267 3200.79 internal_count=734512 161983 572529 44668 28790 11618 117315 71071 49229 15878 6319 501458 21842 17172 13935 3237 9559 12613 2879 10600 19990 18894 10465 7027 3438 2982 1307 29239 4600 100233 is_linear=0 shrinkage=0.01 Tree=248 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 11 11 11 11 1 5 5 0 4 5 5 1 11 0 5 11 1 5 5 28 4 1 1 split_gain=22743.5 2804.62 1037.41 358.885 209.703 159.704 125.401 97.109 82.1458 60.4251 45.7255 30.1763 26.254 25.3337 22.2534 22.2631 20.7618 20.4001 17.3753 16.803 16.0053 15.8387 13.5393 13.3962 12.2502 14.9051 12.2237 11.2721 15.6795 12.2711 threshold=0.013544866815209352 0.98303884267807018 0.00014531796477960005 -1.0000000180025095e-35 0.6303343176841737 -4.4999999999999991 0.99991196393966686 0.0014690008247270501 0.36455024778842932 6.1522598571173157e-06 0.1800593510270119 -8.4999999999999982 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 19.500000000000004 2.5000000000000004 1.5000000000000002 -348.49999999999994 0.85901859402656566 1.0000000180025095e-35 2.5000000000000004 0.9982588291168214 -353.49999999999994 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 19.500000000000004 -287.49999999999994 -296.49999999999994 decision_type=2 2 2 8 2 8 2 2 2 2 2 8 10 10 2 8 10 10 10 2 2 10 2 10 8 10 2 8 10 10 left_child=2 3 9 4 10 7 11 -4 20 -1 12 13 27 -3 15 -10 19 -9 -11 -6 -5 -12 -13 -23 -17 -26 -14 28 29 -2 right_child=1 6 5 8 16 -7 -8 17 14 18 21 22 26 -15 -16 24 -18 -19 -20 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.010057375954061433 0.0049627553818537354 0.0098625953234819201 -0.0046593965114081169 -0.0039185144430511814 0.0059727072738750778 -0.0078399451337950107 0.011185161312601501 -0.00049681427260575149 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6.6666565462946883 4.7158303409814826 1828.8669383749366 191.54123650118709 2.8016576841473571 leaf_count=401225 144 9547 35157 6534 3260 15282 98421 13839 268 26099 6382 3153 1077 1071 1916 3324 1061 6793 74134 4799 1721 50 5123 690 249 41 41 11727 1360 24 internal_value=0 0.00751595 -0.0083207 0.00278784 0.00404043 -0.00390158 0.0106282 -0.00290383 -0.000999165 -0.00967772 0.00266864 0.00866935 0.00172693 0.00947136 0.00106403 2.1602e-05 0.00672928 -0.00119801 -0.00847517 0.00710903 -0.00311646 0.00395842 0.00719071 0.000837286 -0.000469418 -0.00558714 -0.00257311 0.00200752 -0.000165265 0.00778341 internal_weight=0 19059.6 17299.2 7565.73 5685.27 4064.23 11493.9 3242.71 1880.46 13235 3764.65 2544.62 2175.93 1649.78 952.397 650.071 1920.63 1644.66 3175.76 1694.56 928.063 1588.71 894.841 147.495 607.316 43.4278 133.29 2042.64 213.777 22.2354 internal_count=734512 161983 572529 44668 30615 71071 117315 55789 14053 501458 21495 18894 14373 10618 5798 3882 9120 20632 100233 8059 8255 7122 8276 740 3614 290 1118 13255 1528 168 is_linear=0 shrinkage=0.01 Tree=249 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 47 10 47 11 47 10 11 10 5 10 11 18 10 18 10 6 10 10 47 10 10 10 6 10 6 split_gain=22435.7 2797.78 1038.7 267.189 127.332 126.211 166.254 114.045 79.9196 62.2357 83.6356 60.943 57.5834 38.5767 43.3856 36.7564 35.0739 30.2792 33.5364 44.7855 36.2896 28.0486 27.3423 66.6467 29.0924 27.2566 36.5313 27.1339 41.299 32.1616 threshold=0.013544866815209352 0.98303884267807018 0.00014531796477960005 0.6303343176841737 0.99991196393966686 1.0000000180025095e-35 5.9150000000000009 1.0000000180025095e-35 0.0009053001122083001 1.0000000180025095e-35 1.3650000000000004 6.1522598571173157e-06 2.2150000000000003 2.5000000000000004 5.4450000000000012 0.089183576405048315 1.0000000180025095e-35 2.4250000000000003 1.0000000180025095e-35 4.9050000000000011 1.0000000180025095e-35 4.0250000000000012 2.7750000000000004 1.0000000180025095e-35 6.1150000000000011 6.4350000000000014 3.9350000000000005 12.500000000000002 6.0450000000000008 280.50000000000006 decision_type=2 2 2 2 2 2 8 2 2 2 10 2 10 10 10 2 2 10 2 10 2 8 10 2 10 10 10 2 10 2 left_child=2 3 11 5 22 6 17 12 -9 10 -5 -1 -4 14 15 -7 -12 -2 -19 -20 -21 -10 -3 25 -25 26 -24 28 -16 -29 right_child=1 4 7 9 -6 13 -8 8 21 -11 16 -13 -14 -15 27 -17 -18 18 19 20 -22 -23 23 24 -26 -27 -28 29 -30 -31 leaf_value=-0.010052193963533558 0.00220072503801558 0.010115387349620206 0.00066979826127073875 0.0091450113729275757 0.011169709886153085 0.00086960216185687873 0.0066190883722257602 -0.0049046177919824302 -0.0033805027686386957 0.0065174895500433715 0.00099988253061418291 -0.0084566702848111134 -0.0072302851068241879 -0.00072697699818200976 0.0067155935924840121 0.0033394690127990134 0.0078087762770606486 -0.0031910808477918192 -0.0057311553211742885 0.015643889054189154 -0.00047322893783538109 -0.00065765794905512645 0.0072736316626636714 0.010653183962583399 0.0074031091575476587 0.010362665797002915 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28.0807 27.7074 66.0858 28.8018 27.6137 26.9475 threshold=0.013544866815209352 0.98303884267807018 0.00014531796477960005 0.49114476144313818 0.99991196393966686 1.0000000180025095e-35 6.4350000000000014 1.0000000180025095e-35 0.0009053001122083001 1.0000000180025095e-35 1.3650000000000004 6.1522598571173157e-06 2.2150000000000003 1.0000000180025095e-35 1.0000000180025095e-35 5.4450000000000012 0.8257418909592823 0.85901859402656566 0.089183576405048315 2.9250000000000003 1.0000000180025095e-35 1.0000000180025095e-35 4.9050000000000011 1.0000000180025095e-35 5.535000000000001 2.7750000000000004 1.0000000180025095e-35 6.1150000000000011 4.0250000000000012 6.4350000000000014 decision_type=2 2 2 2 2 2 8 2 2 2 10 2 10 2 2 10 2 2 2 10 2 2 10 2 10 10 2 10 8 10 left_child=2 3 11 5 25 6 19 12 -9 10 -5 -1 -4 14 -12 18 24 -11 -7 -2 21 -21 -23 -24 -17 -3 29 -28 -10 -27 right_child=1 4 7 9 -6 15 -8 8 28 17 13 -13 -14 -15 -16 16 -18 -19 -20 20 -22 22 23 -25 -26 26 27 -29 -30 -31 leaf_value=-0.010047020305568156 0.00048796910002781344 0.010091915782451222 0.00066284336289589311 0.0089246006220474391 0.011154409791468596 0.00056015551449924139 0.0071355343523661083 -0.0048769274802252984 -0.0033558101907521236 0.0048603992307452958 0.00031642695814220817 -0.0084381725252302021 -0.0072034758411942158 0.0075680545562235562 0.011152826242913201 0.012233468336679407 -0.0043154304767062572 0.0073764432743528017 0.002822222372267928 -0.0041383752798901463 0.008445954331618535 -0.0073503629911897336 0.016213290695416386 -0.00053334652237764578 0.0044564697242347774 0.0041606524653459761 0.010603399704692236 0.0073618088742055101 -0.00065141597345004358 0.010309954255796587 leaf_weight=9870.1866005882621 270.17059270292521 823.44072120636702 101.18153567239642 220.98895343393087 8796.1219160556793 1099.0298957265913 195.40321181342006 1118.6973005607724 545.27774725854397 1080.715575620532 769.13386308401823 3126.4572705700994 1044.4852561764419 99.631497755646706 34.840827807784081 51.717502847313881 40.740181006491184 942.27537386119366 1317.3049831688404 875.69131957739592 21.968348864465952 29.460781250149012 27.191870473325253 27.394288264214993 453.99014384299517 482.71160268038511 658.92675062268972 469.32297550886869 1227.4926769807935 83.606494948267937 leaf_count=401225 1220 8429 764 1719 98421 7755 1018 25620 6943 4756 4014 100233 21078 424 162 351 195 4803 6180 8633 128 219 164 236 2691 2982 3694 3333 16666 456 internal_value=0 0.00744023 -0.00828293 0.0027353 0.010583 0.00115891 -0.00117637 -0.00384979 -0.00279625 0.00494396 0.00298614 -0.00966 -0.00650875 0.00153382 0.00078603 0.00229967 0.00453852 0.00603233 0.00179336 -0.00247376 -0.00328885 -0.00355746 0.00249517 0.00780892 0.0052518 0.0085871 0.00785587 0.00925498 -0.00148325 0.00506848 internal_weight=0 18871.8 17033.8 7557.65 11314.1 4410.06 1447.28 4037.13 2891.47 3147.59 1124.6 12996.6 1145.67 903.606 803.975 2962.78 546.448 2022.99 2416.33 1251.88 981.707 959.738 84.0469 54.5862 505.708 2518.01 1694.57 1128.25 1772.77 566.318 internal_count=734512 161983 572529 44668 117315 28790 11618 71071 49229 15878 6319 501458 21842 4600 4176 17172 3237 9559 13935 10600 9380 9252 619 400 3042 18894 10465 7027 23609 3438 is_linear=0 shrinkage=0.01 Tree=251 num_leaves=31 num_cat=0 split_feature=10 47 6 10 10 10 10 10 10 2 10 2 0 0 47 6 10 10 28 6 47 0 2 2 6 10 28 10 10 2 split_gain=6270.37 972.672 733.048 339.443 211.637 191.032 188.489 237.756 236.995 137.401 126.499 124.617 111.906 108.22 101.911 100.577 99.7043 99.6112 94.9208 94.7819 80.3378 80.2521 81.8131 66.0608 65.4719 61.8709 58.7383 48.1324 67.443 47.6102 threshold=3.1750000000000003 1.0000000180025095e-35 33.500000000000007 3.1750000000000003 2.3250000000000006 4.1150000000000011 5.5950000000000006 4.495000000000001 8.4000000000000021 0.025978407557354904 6.9850000000000012 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 7.0550000000000006 8.1200000000000028 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.010811126694717151 0.13660287081339714 18.500000000000004 7.995000000000001 1.0000000180025095e-35 2.6550000000000007 2.5250000000000004 0.2730095990965557 decision_type=10 2 2 8 10 10 10 10 10 2 10 2 2 2 2 2 10 10 2 2 2 2 2 2 2 10 2 10 8 2 left_child=1 4 6 27 26 -4 7 21 10 -7 24 13 23 -9 -10 -16 -12 25 -6 20 -13 22 -2 -5 -8 -18 -1 28 -3 -25 right_child=2 3 5 12 18 9 8 11 14 -11 16 19 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=0.0096155263026708095 0.0028374042267648369 -4.4222685229559303e-05 -0.0015311501414927914 0.0074202485897615633 0.0062775413332577914 -0.00050098469898565245 0.00045925546664899261 0.0013300344629378952 0.0063556028908686914 -0.0069024894074465829 0.0088368277942382032 -0.0049802491501053456 0.0076352687979015076 -0.0033361955629110963 -0.0069368442978998699 0.0015488447163061539 0.0017410907306363674 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3396 3401 1740 97605 51531 17517 41363 1939 7667 5433 1640 19020 2480 7961 internal_value=0 0.00585039 -0.00301307 0.00231966 0.00813597 -0.00583363 -0.00191309 -0.00253048 -0.000117008 -0.00650342 0.00115694 -0.00345532 0.00510341 -0.00127612 -0.0043953 -0.00534542 0.00407781 0.00203955 0.00589144 -0.00411311 -0.00294674 -0.000498207 -0.00155811 0.0031612 -0.000135632 -0.00151681 0.00942464 -0.000254772 0.00121947 0.00195679 internal_weight=0 12053.3 23627.1 4736.47 7316.82 6629.04 16998.1 12649.8 4348.29 5736.07 3350.59 8693.54 2275.72 2015.69 997.703 916.69 1027.87 719.649 2668.68 6677.85 3409.71 3956.23 2546.15 1287.82 2322.72 376.042 4648.14 2460.75 1165.6 1003.92 internal_count=734512 141340 593172 54264 87076 232735 360437 267832 92605 214254 58688 205333 22432 29333 33917 32982 16692 12230 28428 176000 78395 62499 44982 12869 41996 8829 58648 31832 12812 9900 is_linear=0 shrinkage=0.01 Tree=252 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 10 11 11 10 10 10 10 5 5 10 5 10 10 5 10 10 10 10 4 11 5 5 10 5 split_gain=21737.6 2768.88 1040.9 258.5 130.316 106.627 91.7836 62.0349 53.1154 50.3288 45.1244 34.8566 27.4412 26.4109 25.2108 24.756 24.6148 24.4181 29.7034 20.1273 20.8606 18.8909 18.2823 20.0629 17.6274 17.0778 15.5734 15.0443 14.7791 14.5979 threshold=0.013544866815209352 0.98303884267807018 0.00014531796477960005 0.6303343176841737 0.99991196393966686 0.0012464885949156502 5.4450000000000012 6.1522598571173157e-06 0.12629276514053342 5.6050000000000013 5.5250000000000012 7.6350000000000007 2.7750000000000004 1.5000000000000002 2.5000000000000004 5.8950000000000005 2.5000000000000004 6.1150000000000011 6.1250000000000009 1.5000000000000002 5.2550000000000008 9.0500000000000025 5.535000000000001 5.5050000000000008 29.500000000000004 0.92614999413490307 3.5000000000000004 2.5000000000000004 7.6350000000000007 1.5000000000000002 decision_type=2 2 2 2 2 2 8 2 2 8 8 8 10 10 8 8 10 10 10 10 10 10 8 10 8 2 10 10 10 10 left_child=2 3 7 6 12 10 8 -1 13 29 -4 17 -3 24 28 -9 -10 19 -19 20 -5 22 23 -8 -2 -21 -14 -12 -13 -7 right_child=1 4 5 11 -6 9 21 15 16 -11 27 14 26 -15 -16 -17 -18 18 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010040431451974734 -0.001472144143444975 0.010054538969119738 -0.0064455738905121861 0.0050745275413637148 0.011135876719803695 -0.0026052614439303506 0.0044262707003194252 -0.0088085584849586958 0.0020382042955151055 0.00025619623184987799 -0.0019492609149167079 0.0078101915447806852 0.0081236161808848038 -0.0027666251977244982 0.0027831784541054411 -0.0063816676994023812 -0.0024730521031890614 -0.008496971345490956 0.002938990818023663 0.0019594278765721266 0.0080707123633263281 0.007543579144970074 0.0029626063723711699 0.014847428361943162 0.0009205325932599318 0.0057687711156172647 0.0048003063353069912 -0.0067772286064780871 0.012488250085103214 -0.004719595237630274 leaf_weight=9739.6703668218106 485.90891975164413 812.59814560413361 1413.951284179464 1199.3468090221286 8679.0158406943083 1132.7454326562583 57.054201327264309 2593.2450205627829 1795.6323306150734 566.41996338218451 367.57333479262888 256.95488277822733 1532.2549633607268 446.98380511254072 79.003361381590366 501.62467792071402 129.68358813971281 27.037669375538826 141.97176905721426 322.55024662613869 288.21734051406384 116.90128297358751 1051.7233462519944 27.320318900048733 840.52824573218822 185.29595218598843 155.29891112446785 78.288839746266603 91.609746471047401 458.8116526696831 leaf_count=401225 3840 8429 33783 5936 98421 16039 448 85723 9059 5427 6274 1982 9389 4494 429 14510 856 143 647 1506 1347 610 5824 186 6044 916 1076 1620 401 7928 internal_value=0 0.00739736 -0.00825801 0.00271594 0.0105564 -0.00381608 0.00137665 -0.00964853 0.000584232 -0.00230373 -0.00557088 0.00527452 0.00854477 -0.000664383 0.00788364 -0.0084152 0.00173434 0.0047591 0.0011095 0.00506822 0.00565504 0.00371578 0.00332191 0.00780062 4.4032e-05 0.00334933 0.00781779 -0.002797 0.00903968 -0.00321478 internal_weight=0 18722.9 16852.3 7543.72 11179.2 4017.79 4951.74 12834.5 3698.74 2157.98 1859.81 2591.99 2500.15 1773.42 427.568 3094.87 1925.32 2164.42 169.009 1995.41 1487.56 1253 1136.1 84.3745 1326.44 507.846 1687.55 445.862 348.565 1591.56 internal_count=734512 161983 572529 44668 117315 71071 31361 501458 24293 29394 41677 13307 18894 14378 2812 100233 9915 10495 790 9705 7283 7068 6458 634 9884 2422 10465 7894 2383 23967 is_linear=0 shrinkage=0.01 Tree=253 num_leaves=31 num_cat=0 split_feature=6 6 5 5 4 3 3 2 3 2 2 5 3 8 6 5 3 2 3 4 28 3 2 5 3 2 6 3 3 4 split_gain=2168.48 345.877 325.722 248.025 180.732 149.117 115.235 114.034 113.78 111.524 108.098 73.8428 67.0261 60.6231 60.1746 72.8448 63.3175 85.0856 72.6252 65.6037 55.9623 53.5528 82.1246 50.1801 46.7397 60.4574 43.8138 40.5471 80.0093 49.6992 threshold=1.5000000000000002 31.500000000000004 2.5000000000000004 2.5000000000000004 20.500000000000004 0.51271277741865984 0.48492424242424242 0.98728813559322048 0.34514106583072107 0.50151515151515158 0.088365434669442952 1.5000000000000002 0.9934852728970377 1.0000000180025095e-35 7.5000000000000009 1.5000000000000002 0.90045045045045058 0.48846085567193326 0.90943267259056748 27.500000000000004 1.0000000180025095e-35 0.78956442831215978 0.21455026455026452 5.5000000000000009 0.55022935779816529 0.45022522522522529 3.5000000000000004 0.9740215924426453 0.94133291614518144 28.500000000000004 decision_type=2 2 10 10 8 2 2 2 2 2 2 10 2 2 2 10 2 2 2 10 2 2 2 10 2 2 2 2 2 10 left_child=3 7 11 4 13 6 8 9 -6 14 -5 20 -7 -1 16 21 17 -2 -18 -20 27 22 -16 24 25 -17 -19 28 29 -3 right_child=1 2 -4 10 5 12 -8 -9 -10 -11 -12 -13 -14 -15 15 23 18 26 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-6.3278301372939557e-05 -0.0014419437447893957 -0.00062709193325295178 -0.0081628265297243006 0.0022995213406288924 0.0039149430535874649 0.0011732906951669798 0.0059318362656390466 0.0024293426806277795 0.00018698342522566856 -0.0032257710351701174 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25656 29767 28961 4340 8259 128755 122782 112070 is_linear=0 shrinkage=0.01 Tree=254 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 1 11 10 11 10 11 11 6 10 10 10 10 10 1 10 6 4 10 10 10 2 10 10 10 split_gain=21395.2 2761.19 1041.14 348.221 425.137 198.331 158.341 132.043 100.595 93.441 69.5446 62.5479 43.1581 38.3981 34.18 33.121 32.1898 31.1312 30.1298 29.9651 159.266 33.8821 29.65 27.5163 25.6318 25.0309 24.9156 24.8867 22.9904 22.9287 threshold=0.013544866815209352 0.98303884267807018 0.00014531796477960005 -1.0000000180025095e-35 2.4250000000000003 0.6303343176841737 -4.4999999999999991 0.99991196393966686 3.9650000000000003 0.0014690008247270501 2.1050000000000004 6.1522598571173157e-06 0.1800593510270119 98.500000000000014 2.4250000000000003 5.7250000000000005 5.4450000000000012 3.4550000000000005 5.2250000000000005 -8.4999999999999982 3.9350000000000005 780.50000000000011 20.500000000000004 6.4350000000000014 4.8050000000000006 5.535000000000001 0.69261053906723202 5.8950000000000005 4.9450000000000012 8.3400000000000016 decision_type=2 2 2 8 10 2 8 2 10 2 10 2 2 2 8 10 10 10 8 8 10 2 8 10 8 10 2 8 10 10 left_child=2 3 11 5 14 12 9 19 13 18 -8 -1 16 -6 -5 28 22 -14 -4 21 -21 -3 -2 -22 -11 -18 -26 -13 -10 -12 right_child=1 7 6 4 8 -7 10 -9 15 24 29 27 17 -15 -16 -17 25 -19 -20 20 23 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.010034646590117742 -0.0031804759258683064 0.0093958550670860085 -0.0055813943013136849 0.0035026886377119999 -0.0020585306059676184 0.0065482614570558026 0.0019879141363389947 0.011119671192434247 -0.0053894962274152573 -0.0026281420921472317 -0.0087379707253906081 -0.0087914663219386627 0.0016460865777936412 0.0054360094267689001 0.0087107984838997021 0.0010744296434809994 0.011801643831310034 0.0047346502671638197 -0.0026973852537239247 0.0092554683444000443 -0.0025178042034882287 -0.014566698252350126 0.0014839294006794585 0.0094268484546332944 0.00066551154620799347 0.0034009525108658735 -0.0035453579311678913 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35.5824 threshold=-2.4999999999999996 0.025978407557354904 0.77842377260981921 2.5000000000000004 2.5000000000000004 24.500000000000004 -8.4999999999999982 -71.499999999999986 0.12560679611650488 -63.499999999999993 0.35310102301790286 0.48581488933601619 0.50151515151515158 1.5000000000000002 0.74443344878772899 0.32173123486682814 8.5000000000000018 3.5000000000000004 0.49882629107981225 0.50151515151515158 1.0000000180025095e-35 -282.49999999999994 -261.49999999999994 1.0000000180025095e-35 0.66751700680272119 0.50151515151515158 0.49882629107981225 0.33463541666666669 0.022347066167290854 0.088365434669442952 decision_type=8 2 2 10 10 8 10 10 2 10 2 2 2 10 2 2 10 10 2 2 2 10 10 2 2 2 2 2 2 2 left_child=1 5 3 6 11 23 7 18 9 29 16 13 -13 -2 24 -10 17 -6 -3 -20 -21 -22 -23 -1 -14 26 27 -17 -15 -9 right_child=4 2 -4 -5 10 -7 -8 8 15 -11 -12 12 14 28 -16 25 -18 -19 19 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0040491714190000689 0.0034478218255316051 -0.0037760603973892781 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264.068 internal_count=734512 545800 476620 447572 188712 69180 350354 333355 134515 9869 20960 167752 78464 89288 51934 124646 10735 9710 198840 71303 56599 3697 2488 23451 27229 87703 54195 41755 16201 4356 is_linear=0 shrinkage=0.01 Tree=256 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 11 11 11 11 1 6 11 2 1 4 6 2 11 38 2 2 1 6 2 4 2 2 2 split_gain=21054.1 2747.98 1042.27 346.667 195.212 158.693 133.445 92.2468 75.9531 63.0649 42.1953 30.0034 33.2607 20.5871 18.7226 18.0891 16.6592 16.0942 14.1893 14.0186 13.7233 13.1518 16.2647 13.4117 13.1396 16.4023 12.8523 20.6728 23.2617 18.3738 threshold=0.013544866815209352 0.98303884267807018 0.00014531796477960005 -1.0000000180025095e-35 0.6303343176841737 -4.4999999999999991 0.99991196393966686 0.0014690008247270501 0.254873737692833 6.1522598571173157e-06 0.1800593510270119 -8.4999999999999982 780.50000000000011 0.85901859402656566 0.87596153846153857 -348.49999999999994 16.500000000000004 313.50000000000006 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177 1035 internal_value=0 0.00731394 -0.00821401 0.00266171 0.00389123 -0.00375926 0.0105082 -0.00276046 -0.00108369 -0.00962823 0.00257277 0.00846211 0.00926966 0.00650371 0.000658067 -0.00837463 0.000277885 0.00381215 -0.00109609 0.00695765 0.00166888 -0.000542887 -0.000957536 -0.000244454 3.56797e-06 -0.00138659 0.0016107 -0.000626584 0.000494588 0.00233056 internal_weight=0 18491.9 16544 7527.94 5667.45 3986.55 10964 3187.69 1860.49 12557.5 3766.55 2469.55 1606.97 1900.9 1067.33 3041.13 986.082 1588.48 1628.66 862.58 2178.07 1205.28 1041.22 785.519 944.033 395.249 2166.43 229.558 201.44 155.925 internal_count=734512 161983 572529 44668 30615 71071 117315 55789 14053 501458 21495 18894 10618 9120 6672 100233 6161 7122 20632 8276 14373 15381 13282 9276 5881 2485 14292 1662 1479 1212 is_linear=0 shrinkage=0.01 Tree=257 num_leaves=31 num_cat=0 split_feature=10 1 10 10 1 2 2 10 10 10 2 5 10 4 0 1 5 10 10 0 10 28 2 2 1 10 1 1 2 2 split_gain=5863.52 1195.67 349.797 290.146 252.506 303.304 281.29 252.224 180.085 167.645 164.277 148.097 239.021 120.888 120.707 117.311 116.508 194.309 86.4643 80.7114 77.5989 77.5837 75.0385 74.008 66.7173 74.7089 65.5056 197.521 64.5042 68.755 threshold=3.1750000000000003 -361.49999999999994 3.1750000000000003 4.0850000000000009 -8.4999999999999982 0.091553836234687255 0.77842377260981921 4.995000000000001 4.9850000000000012 2.3250000000000006 0.088365434669442952 2.5000000000000004 6.4750000000000005 27.500000000000004 1.0000000180025095e-35 -64.499999999999986 2.5000000000000004 5.8550000000000013 7.0450000000000008 1.0000000180025095e-35 5.5950000000000006 1.0000000180025095e-35 0.2573593073593074 0.13660287081339714 -60.499999999999993 3.5950000000000002 -57.499999999999993 -56.499999999999993 0.6401754385964914 0.31835016835016838 decision_type=10 10 8 10 8 2 2 10 10 10 2 10 10 10 2 8 10 10 10 2 10 2 2 2 10 10 10 10 2 2 left_child=1 9 -3 15 5 10 16 8 -6 -1 13 -9 -13 -5 23 -2 17 19 -12 -7 -8 28 -10 -4 25 -17 -22 -28 29 -19 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4990.66 23081.5 19498.1 15245.7 11411.7 4252.34 1700.6 6748.27 3834.05 2551.74 524.886 3609.54 2354.59 3583.46 10207.8 7921.64 224.507 6535.5 1203.83 1386.14 157.193 1359.06 2350.83 1515.95 641.476 76.8681 1279.32 1078.58 internal_count=734512 141340 58954 593172 535081 427006 351592 108075 31253 82386 75414 76822 13954 71332 23955 58091 332239 244007 4082 208809 19353 35198 1760 14118 32994 17732 7543 778 31125 24267 is_linear=0 shrinkage=0.01 Tree=258 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 11 11 11 11 1 6 11 2 1 3 3 6 1 6 3 6 3 11 3 6 6 3 2 split_gain=20676.7 2724.23 1043.53 344.719 192.221 157.735 134.757 91.1236 74.2056 63.6863 41.4231 30.1947 31.1159 20.3735 18.8306 18.1418 17.0794 15.7525 15.7254 15.6285 15.3078 19.9945 17.8579 17.057 13.4697 12.6029 13.8828 19.1683 12.822 12.3725 threshold=0.013544866815209352 0.98303884267807018 0.00014531796477960005 -1.0000000180025095e-35 0.6303343176841737 -4.4999999999999991 0.99991196393966686 0.0014690008247270501 0.36455024778842932 6.1522598571173157e-06 0.1800593510270119 -380.49999999999994 780.50000000000011 0.85901859402656566 0.87596153846153857 -348.49999999999994 0.38119783996072654 0.8622844827586208 313.50000000000006 -135.49999999999997 3.5000000000000004 0.50117370892018787 193.50000000000003 0.9773751023751025 0.9982588291168214 0.88029850746268667 10.500000000000002 8.5000000000000018 0.87439320388349528 0.71480709071949955 decision_type=2 2 2 8 2 8 2 2 2 2 2 10 2 2 2 10 2 2 2 10 2 2 2 2 2 2 2 2 2 2 left_child=2 3 9 4 10 7 11 -4 20 -1 16 24 -13 -6 -10 -11 -2 -9 -12 -19 21 -5 -22 -24 29 26 27 -21 -28 -3 right_child=1 6 5 8 13 -7 -8 17 14 15 18 12 -14 -15 -16 -17 -18 19 -20 25 22 -23 23 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.01002223880632426 0.00042983874106297768 0.0046589842157578601 -0.0044629476619249837 -0.00082722829172053927 0.0052760440277672604 -0.0077167867292709741 0.011084629754074838 -0.0014956601506969846 0.00047456686314162181 -0.0095280231661917826 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shrinkage=0.01 Tree=259 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 11 11 11 11 1 6 5 5 6 11 3 5 3 1 3 6 3 6 3 11 5 3 6 split_gain=20395.2 2716.98 1044.49 337.873 189.647 156.439 136.643 89.98 73.0261 64.2158 40.6246 29.8707 32.1577 24.5088 22.2939 30.0458 20.2327 19.4447 19.1295 19.2474 18.1777 16.8307 25.2641 15.5516 15.4037 14.3122 13.9753 13.8083 12.7591 13.9707 threshold=0.013544866815209352 0.98303884267807018 0.00014531796477960005 -1.0000000180025095e-35 0.6303343176841737 -4.4999999999999991 0.99991196393966686 0.0014690008247270501 0.254873737692833 6.1522598571173157e-06 0.1800593510270119 -8.4999999999999982 780.50000000000011 3.5000000000000004 3.5000000000000004 37.500000000000007 0.85901859402656566 0.11180555555555556 1.5000000000000002 0.8622844827586208 -348.49999999999994 0.89504283965728282 10.500000000000002 0.87439320388349528 313.50000000000006 0.38119783996072654 0.9982588291168214 4.5000000000000009 0.25018968133535663 193.50000000000003 decision_type=2 2 2 8 2 8 2 2 2 2 2 8 2 10 10 2 2 2 10 2 10 2 2 2 2 2 2 10 2 2 left_child=2 3 9 4 10 7 11 -4 28 -1 13 12 14 25 -3 -16 27 -10 19 -9 -11 22 23 -21 -12 -2 -13 -6 -5 -30 right_child=1 6 5 8 16 -7 -8 18 17 20 24 26 -14 -15 15 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010017086769482368 0.00074257046722189584 0.0096486955858829312 -0.0044359401155861979 -0.0012448754941400521 0.0054190000099351814 -0.0076895207690100952 0.011070162678263711 -0.00095045692221020644 0.0032114922027817643 -0.0095156220543375723 0.0038911878316627746 0.0054235472355936174 -0.014028883271867165 -0.0025196745212929649 0.006796748635499064 -0.01080288842664542 0.0073159469129480247 -8.3267743801473254e-05 -0.0027963767862847905 0.0035331397058120059 -0.0078177053253443707 0.0014635499161611664 -0.0027526221920643858 0.026849428256198953 -0.0032138549985361183 0.0025134289586751404 0.00800520572300693 -0.0036528128079833743 -0.0045465365145497694 0.0018136696731254798 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0.00253048 0.0108452 0.0194563 0.00375198 0.00191901 0.00686571 0.00522866 -0.00339205 -0.00414517 internal_weight=0 18259.2 16245 7512.98 5660.81 3954.76 10746.2 3167.81 1852.17 12290.2 3767.64 2439.71 1589.29 2179.09 1583.34 142.922 1893.17 1063.15 1623.6 1165.82 2986.83 189.723 21.5762 13.2104 1588.54 2046.64 850.42 816.826 789.023 584.138 internal_count=734512 161983 572529 44668 30615 71071 117315 55789 14053 501458 21495 18894 10618 14373 10593 1064 9120 6672 20632 13839 100233 1991 281 160 7122 13255 8276 3637 7381 5949 is_linear=0 shrinkage=0.01 Tree=260 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 11 11 11 11 1 6 5 0 5 6 4 11 5 3 2 1 3 6 4 6 6 3 4 split_gain=20117.4 2709.64 1045.38 331.179 187.093 155.145 138.513 88.8448 71.8598 64.7468 39.8386 29.5652 31.6484 24.0095 23.0754 22.1105 29.5124 20.5843 20.0916 18.8141 18.8473 18.3327 18.2137 16.3224 24.2788 26.5297 15.0887 14.9958 13.9865 33.87 threshold=0.013544866815209352 0.98303884267807018 0.00014531796477960005 -1.0000000180025095e-35 0.6303343176841737 -4.4999999999999991 0.99991196393966686 0.0014690008247270501 0.49114476144313818 6.1522598571173157e-06 0.1800593510270119 -8.4999999999999982 780.50000000000011 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 37.500000000000007 19.500000000000004 0.85901859402656566 1.5000000000000002 0.8622844827586208 0.94255085211654765 -348.49999999999994 0.89504283965728282 10.500000000000002 29.500000000000004 313.50000000000006 1.0000000180025095e-35 0.38119783996072654 19.500000000000004 decision_type=2 2 2 8 2 8 2 2 2 2 2 8 2 10 2 10 2 8 2 10 2 2 10 2 2 10 2 2 2 8 left_child=2 3 9 4 10 7 11 -4 -5 -1 13 12 15 28 17 -3 -17 -10 -6 20 -9 27 -11 24 25 -22 -12 -19 29 -2 right_child=1 6 5 8 18 -7 -8 19 14 22 26 -13 -14 -15 -16 16 -18 21 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010011939507267363 -0.0062106382543422531 0.0096057213125946526 -0.0044089985864781784 -0.0028159807772471378 0.0051817091354455537 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2067.3313697818667 168.32683449238539 8.3471491225063783 6.2822112403810024 31.073064230382442 273.45396964251995 1361.4819682762027 623.50867268815637 leaf_count=401225 428 9529 35157 9068 3637 15282 98421 11848 235 26099 6944 8276 25 1118 1710 1018 46 1294 5483 6793 98 155 74134 1710 121 62 178 1591 9314 3513 internal_value=0 0.0071961 -0.00814971 0.00259509 0.00379594 -0.00367387 0.010437 -0.00268713 -0.00107722 -0.00959845 0.00250882 0.00833759 0.00914519 0.00163134 0.001156 0.00923215 0.00547377 -2.86728e-07 0.00636441 -0.00105446 -0.000380281 -0.000521159 -0.00831278 0.00250051 0.0106548 0.0189977 0.00371307 -0.0009625 0.0018979 0.000734912 internal_weight=0 18171.6 16121.6 7509.94 5659.33 3942.21 10661.6 3160.33 1850.61 12179.4 3770.07 2427.19 1580.76 2180.93 810.116 1574.82 142.378 551.329 1889.27 1622.19 1165.46 513.98 2963.84 190.067 21.74 13.3928 1589.14 487.365 2048.69 687.211 internal_count=734512 161983 572529 44668 30615 71071 117315 55789 14053 501458 21495 18894 10618 14373 4985 10593 1064 3275 9120 20632 13839 3040 100233 1991 281 160 7122 2885 13255 3941 is_linear=0 shrinkage=0.01 Tree=261 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 10 10 10 1 1 10 1 10 10 2 2 10 6 0 1 6 0 1 1 6 1 6 1 2 0 split_gain=5550.22 1165.84 661.73 332.597 176.104 170.161 209.418 209.075 196.578 189.33 166.966 151.058 148.421 210.741 139.968 139.474 128.656 127.357 116.706 112.531 100.226 94.2781 94.0746 97.9349 129.72 93.4036 80.7875 79.7805 70.8459 65.4539 threshold=3.1750000000000003 -361.49999999999994 33.500000000000007 3.1750000000000003 4.3150000000000004 5.5950000000000006 4.495000000000001 8.4000000000000021 -335.49999999999994 -123.49999999999999 2.3250000000000006 -268.49999999999994 4.995000000000001 4.9850000000000012 1.0000000180025095e-35 0.025978407557354904 8.1200000000000028 1.5000000000000002 1.0000000180025095e-35 -239.49999999999997 20.500000000000004 1.0000000180025095e-35 -60.499999999999993 -56.499999999999993 8.5000000000000018 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295.8324896954 450.40683487430215 87.850986059755087 300.40182089246809 127.51194866746664 262.41192984953523 543.25289019756019 59.114832065999508 100.25663534365594 212.61568997055292 492.28588882647455 2371.8344710785896 170.47415136732161 44.113903265446424 1886.7292473465204 1595.3063381332904 778.5140295997262 leaf_count=46886 24398 29803 48681 65496 55088 21541 53600 15017 2588 21806 9062 112401 19227 5705 9422 2188 3609 1516 7043 8615 944 1489 11017 14933 60750 2768 875 38411 30326 9307 internal_value=0 0.00243874 -0.00232676 -0.00377501 0.000636576 0.00447137 -0.00110522 0.00120902 -0.00194936 0.00532248 -0.00223884 -0.00287971 -0.00139819 -0.00380225 0.00256241 0.00352937 -0.000754764 -0.000462453 0.000244436 0.00447002 -0.00203878 0.00313244 -0.00420889 -0.00145328 -0.00118841 0.00396709 0.00391587 0.000594969 0.00160424 0.000629007 internal_weight=0 16463.1 17517.7 8015.11 8726.29 7736.86 9502.63 7188.23 5846.15 5351.08 5571.19 6621.47 3934.74 4020.95 2385.79 1807.87 3301.1 577.919 3656.47 3840.85 1538.06 159.371 3725.12 2600.52 3000.69 1720.02 274.966 3394.06 6496.57 2373.82 internal_count=734512 256716 477796 258233 141974 114742 219563 109738 149711 77307 146248 192737 92648 129123 37435 26497 73421 10938 69852 55501 32236 2433 123418 63614 69812 24309 3463 62809 94721 39633 is_linear=0 shrinkage=0.01 Tree=263 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 10 10 1 1 10 2 1 10 2 1 10 1 6 1 1 1 6 1 0 6 0 2 10 10 1 split_gain=5429.67 930.582 634.55 279.145 207.322 238.74 217.143 183.362 160.897 158.577 154.422 149.376 148.162 128.636 179.468 127.81 124.153 118.561 117.377 93.8213 98.3552 125.194 86.7953 86.0416 85.3545 60.2104 58.4627 57.318 136.401 109.73 threshold=2.9850000000000008 -31.499999999999996 30.500000000000004 3.5950000000000002 3.7850000000000006 5.5950000000000006 8.4000000000000021 -123.49999999999999 -361.49999999999994 2.9850000000000008 0.031331806282722509 -268.49999999999994 2.9850000000000008 1.0000000180025095e-35 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25110 2637 187059 29126 40986 95199 15483 1483 3275 107540 21921 692 5825 503 1637 7347 3298 10786 10356 26670 1696 6747 internal_value=0 0.00606735 -0.00264729 -0.00525539 -0.00162049 -0.00211454 -7.29613e-05 0.00117226 0.000847754 0.00223182 -0.00595998 -0.00434839 0.00843696 -0.00294003 -0.000893139 -0.00123423 0.000663506 -0.00356304 -0.00220873 0.00358446 -0.000176778 -0.00885513 0.00700312 0.00419101 -0.00574699 0.00114138 0.00256376 -0.00639591 -0.00609539 0.0005966 internal_weight=0 10238.9 23694.9 6693.46 17001.4 14165.9 4078.69 3158.71 2835.5 3910 5981.42 919.974 6328.86 10087.3 2353.82 1581.23 712.037 7733.44 1414.99 1577.48 466.902 102.05 3369.65 2008.8 821.061 1525.6 1241.37 5571.33 5121.74 287.487 internal_count=734512 125499 609013 242896 366117 327417 90728 57209 38700 44510 230621 33519 80989 236689 33950 34618 12275 202739 33135 22591 7020 1195 40003 20340 32424 18467 12993 222172 195502 8443 is_linear=0 shrinkage=0.01 Tree=264 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 10 11 11 10 10 2 10 10 10 5 10 10 5 5 2 10 10 10 5 2 2 2 11 5 split_gain=19614.9 2670.32 1046.15 234.223 139.459 101.467 84.474 65.4277 47.6577 46.7312 44.6619 42.7257 32.7352 28.6063 25.6788 24.9847 24.1839 28.8666 23.8467 22.134 22.1011 20.3622 20.571 19.8905 23.7155 17.8174 23.9391 15.9361 15.9218 14.7008 threshold=0.013544866815209352 0.98303884267807018 0.00014531796477960005 0.6303343176841737 0.99991196393966686 0.0012464885949156502 5.4450000000000012 6.1522598571173157e-06 0.12629276514053342 5.4750000000000005 5.5250000000000012 0.80104166666666676 7.6350000000000007 2.7750000000000004 5.8950000000000005 2.5000000000000004 6.1150000000000011 6.1250000000000009 1.5000000000000002 2.5000000000000004 0.7062745098039217 7.705000000000001 6.0550000000000006 5.2150000000000007 2.5000000000000004 0.66751700680272119 0.05298245614035086 0.073574521833273163 0.9982588291168214 2.5000000000000004 decision_type=2 2 2 2 2 2 8 2 2 8 8 2 8 10 8 8 10 10 10 10 2 10 10 10 10 2 2 2 2 10 left_child=2 3 7 6 13 10 8 -1 18 -7 -4 21 16 -3 -9 -14 23 -18 -2 -10 -11 22 -8 24 -5 26 -23 -24 -15 -12 right_child=1 4 5 12 -6 9 11 14 19 20 29 -13 15 28 -16 -17 17 -19 -20 -21 -22 25 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010003236795974899 3.2449302423799599e-05 0.009885595098886259 -0.006268606038968263 0.004593293095468483 0.011033367394224206 -0.0030941689793314619 0.0043178983075707663 -0.0086965480705432068 0.0019253767582301539 0.0012172287859157907 -0.0017460169123928986 -0.002313724882374761 0.0087888857001238961 0.0065427706819320601 -0.0061620110130787414 0.002498457683625097 -0.0086152114425809678 0.0027057820815555517 -0.0026520765892702621 -0.0023736040850455046 -0.0032870851756022015 0.0099021676261545084 -0.0038226833573120401 0.0066308852515440195 -0.00085108988835538152 0.027263709376936222 0.0020856202902005674 0.0024919435553419299 0.0085148653075476036 -0.0066053256200209326 leaf_weight=9039.4675633609295 1323.557766970247 764.72950353100896 1360.4218238666654 1410.4281470179558 8066.8398415744305 1505.8860022984445 770.47905267775059 2446.3252188637853 1791.3075284026563 472.54221978597343 359.61559498123825 112.72099615260959 337.14971644431353 807.07829858362675 477.81740593537688 77.691489547491074 26.813540920615196 140.75579477846622 441.20070599392056 128.34591068699956 141.56657636910677 99.331708028912544 55.940117601305246 476.36330894380808 84.819631330668926 4.3763770163059226 64.703255102038383 139.95317385718226 830.81948340684175 75.292333103716373 leaf_count=401225 9884 8429 33783 7058 98421 23083 4448 85723 9059 5274 6274 559 2383 4636 14510 429 143 647 4494 856 1037 482 280 2229 418 27 373 899 5829 1620 internal_value=0 0.00714254 -0.00811425 0.00258193 0.0104035 -0.00362749 0.00130902 -0.00958263 0.000547482 -0.00214605 -0.00537682 0.00355816 0.00503996 0.0082887 -0.00828239 0.00761081 0.0045414 0.000894258 -0.000638699 0.00163795 0.000178878 0.00414143 0.00358223 0.00485138 0.00428445 0.00735023 0.00681895 0.000688712 0.00754311 -0.00258727 internal_weight=0 17955.4 15878.9 7485.94 10469.5 3915.32 4931.92 11963.6 3684.41 2119.99 1795.33 1247.5 2554.02 2402.63 2924.14 414.841 2139.18 167.569 1764.76 1919.65 614.109 1134.78 966.372 1971.61 1495.25 168.411 164.035 195.893 1637.9 434.908 internal_count=734512 161983 572529 44668 117315 71071 31361 501458 24293 29394 41677 7068 13307 18894 100233 2812 10495 790 14378 9915 6311 6509 5627 9705 7476 882 855 1179 10465 7894 is_linear=0 shrinkage=0.01 Tree=265 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 1 10 11 11 10 11 10 5 10 6 10 1 10 1 5 6 10 10 1 1 1 10 10 1 split_gain=19347.4 2663.84 1046.82 326.947 437.164 210.417 156.211 101.334 96.3635 86.8021 67.5293 65.9529 43.4612 45.8766 42.0906 36.2225 33.3269 58.5335 38.5921 32.2307 30.8285 30.085 29.8316 29.2978 28.7875 25.8601 193.453 64.8555 41.5942 82.7193 threshold=0.013544866815209352 0.99188911914825451 0.00014531796477960005 -1.0000000180025095e-35 2.3750000000000004 0.6303343176841737 -4.4999999999999991 3.9650000000000003 0.99991196393966686 0.0014690008247270501 2.1050000000000004 6.1522598571173157e-06 2.5250000000000004 1.5000000000000002 5.7950000000000008 158.50000000000003 5.245000000000001 -253.49999999999997 2.6150000000000007 -89.499999999999986 5.5000000000000009 105.50000000000001 5.2250000000000005 2.3750000000000004 -146.49999999999997 -57.499999999999993 -56.499999999999993 5.8150000000000004 3.0150000000000001 -8.4999999999999982 decision_type=2 2 2 8 10 2 8 10 2 2 10 2 10 10 10 2 10 10 10 10 8 2 8 8 10 8 8 10 10 8 left_child=2 3 11 5 23 12 9 15 25 22 -8 -1 19 16 -9 -6 18 -18 -14 24 -16 -20 -4 -5 -2 -3 27 -27 -28 -30 right_child=1 8 6 4 7 -7 10 14 -10 -11 -12 -13 13 -15 20 -17 17 -19 21 -21 -22 -23 -24 -25 -26 26 28 -29 29 -31 leaf_value=-0.0099980859679861672 -0.00095412220970195086 0.0097704970509383589 -0.0053859970577644746 0.0038984948792852117 -0.0016256846036025192 0.0064364694764762935 0.0019560768011386556 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38.930586472153664 4.1191255450248745 552.93865955993533 16.023041158914566 240.40031328052282 249.06873327493668 leaf_count=401225 274 6758 23864 1289 3502 10591 406 7132 98421 20632 14876 100233 273 5919 290 328 670 2891 8315 1914 41 1060 11293 2485 179 31 6579 76 1404 1561 internal_value=0 0.0071054 -0.00809471 0.00274888 -0.000782703 0.00392656 -0.00360267 -0.00371153 0.0105272 -0.00260874 -0.00762948 -0.0095735 0.00250448 0.00293349 -0.00627984 -0.000930291 0.00364554 0.00560009 0.00293178 -0.000187605 0.00282932 0.00265138 -0.00432464 0.00681 -0.00534656 0.00857087 0.00749929 -0.0231965 0.00809242 0.0059693 internal_weight=0 17869.4 15758.8 7861.05 1965.87 5895.19 3902.96 1418.64 10008.3 3130.31 772.653 11855.8 3763.08 3245.82 737.553 681.086 2388.89 639.014 1749.88 517.256 47.4617 1689.64 1518.24 547.229 98.1269 2011.68 1062.55 20.1422 1042.41 489.469 internal_count=734512 161983 572529 47153 15067 32086 71071 11293 114830 55789 15282 501458 21495 19128 7463 3830 13209 3561 9648 2367 331 9375 35157 3774 453 16409 9651 107 9544 2965 is_linear=0 shrinkage=0.01 Tree=266 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 1 10 11 11 10 11 10 5 10 6 10 1 10 1 5 10 6 10 3 10 1 1 10 10 split_gain=19084.5 2656.82 1047.41 320.209 429.792 207.688 155 100.103 97.5731 85.6965 66.9902 66.4848 42.5225 44.8688 41.5196 35.4661 32.4856 56.8448 37.8216 31.6011 29.9915 29.5726 29.4719 29.0997 28.6214 25.9639 25.5884 189.467 62.5916 41.8028 threshold=0.013544866815209352 0.99188911914825451 0.00014531796477960005 -1.0000000180025095e-35 2.3750000000000004 0.6303343176841737 -4.4999999999999991 3.9650000000000003 0.99991196393966686 0.0014690008247270501 2.1050000000000004 6.1522598571173157e-06 2.5250000000000004 1.5000000000000002 5.7950000000000008 158.50000000000003 5.245000000000001 -253.49999999999997 2.6150000000000007 -89.499999999999986 5.5000000000000009 5.2250000000000005 52.500000000000007 2.3750000000000004 0.54514106583072108 5.8950000000000005 -57.499999999999993 -56.499999999999993 5.8150000000000004 3.0150000000000001 decision_type=2 2 2 8 10 2 8 10 2 2 10 2 10 10 10 2 10 10 10 10 8 8 2 8 2 8 8 8 10 10 left_child=2 3 11 5 23 12 9 15 26 21 -8 -1 19 16 -9 -6 18 -18 -14 24 -16 -4 -20 -5 -2 -13 -3 28 -28 -29 right_child=1 8 6 4 7 -7 10 14 -10 -11 -12 25 13 -15 20 -17 17 -19 22 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31 leaf_value=-0.0099929380169473062 -0.009308849208208337 0.009730926774428281 -0.0053583658149734667 0.0038652621198337488 -0.0016096644996848545 0.0063858649750417416 0.0019346380672652832 -0.0068685006373592752 0.011005533728801002 -0.00098353294850412492 -0.0085195085433735183 -0.0086643092680270851 0.010685206264481002 0.00093855800784880834 -0.00057325818592383567 0.0066405222676863222 0.011844438759865603 0.0041259610501985025 0.003128525325522265 0.0010099719563806387 0.021524011294396326 -0.0024538570308051148 -0.00082325087071740387 0.0086063748156093647 0.0019751938813756882 -0.0060983696965256299 0.012168904374717649 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23.253 22.5525 50.5916 threshold=0.013544866815209352 0.99188911914825451 0.00014531796477960005 0.6303343176841737 1.0000000180025095e-35 5.6550000000000011 1.0000000180025095e-35 0.99991196393966686 0.0009053001122083001 6.1522598571173157e-06 1.0000000180025095e-35 1.3650000000000004 2.3750000000000004 2.5250000000000004 2.5000000000000004 2.6150000000000007 5.4450000000000012 20.500000000000004 1.0000000180025095e-35 4.0250000000000012 12.500000000000002 6.1150000000000011 280.50000000000006 5.8950000000000005 2.4250000000000003 5.285000000000001 0.254873737692833 1.0000000180025095e-35 2.5000000000000004 63.500000000000007 decision_type=2 2 2 2 2 8 2 2 2 2 2 10 10 10 10 10 10 8 2 8 2 10 2 8 10 8 2 2 8 2 left_child=2 3 9 4 5 24 12 28 25 -1 11 -5 -4 -6 15 -15 17 -17 -13 -10 21 -18 -22 -11 -2 -8 -19 -26 -3 -30 right_child=1 7 6 10 13 -7 8 -9 19 23 -12 18 -14 14 -16 16 20 26 -20 -21 22 -23 -24 -25 27 -27 -28 -29 29 -31 leaf_value=-0.0099877924813375606 0.0017527269910757488 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163.47834654897451 1203.735177423805 99.207418739795685 1200.8839109577239 216.39253485202789 99.124325253069401 15.950283385813234 468.95865266025066 1168.6210600137711 368.13303947262466 597.24189467728138 13.304947350174187 185.54116123169661 15.826497942209242 leaf_count=401225 620 14936 857 2024 2192 1735 18026 98421 6943 85723 9284 4051 20985 269 2247 1171 858 7569 433 16666 1260 487 119 14510 10185 7594 2562 87 1402 71 internal_value=0 0.00703325 -0.00805547 0.0026987 0.0012643 -0.000925505 -0.00355345 0.0104879 -0.00251107 -0.00955514 0.00512545 0.00331145 -0.00624401 0.00232278 0.00275157 0.00315545 0.00298155 0.00242275 0.00186192 -0.00125954 0.00521891 0.00301789 0.00770658 -0.00822486 -0.00232004 -0.00455306 0.00302067 -0.00279384 0.00849696 0.0053243 internal_weight=0 17694.7 15521.8 7847.9 4932.43 1607.28 3878.49 9846.82 2795.46 11643.3 2915.47 1078.3 1083.02 3325.15 2846.18 2535.56 2476.63 1981.68 855.664 1733.2 494.945 262.603 232.343 2857.47 1319.43 1062.27 1800.98 1181.93 1988.94 201.368 internal_count=734512 161983 572529 47153 31361 12627 71071 114830 49229 501458 15792 6508 21842 18734 16542 14295 14026 11302 4484 23609 2724 1345 1379 100233 10892 25620 10131 10272 16409 1473 is_linear=0 shrinkage=0.01 Tree=268 num_leaves=31 num_cat=0 split_feature=1 2 0 0 3 5 4 5 1 2 1 1 3 3 0 2 3 2 47 2 2 2 2 4 5 1 1 2 2 5 split_gain=1622.68 420.174 426.471 282.11 249.946 209.54 188.515 182.098 128.4 90.4622 76.2541 65.0722 96.4914 154.492 60.7053 58.9394 54.4783 55.5141 53.8768 50.9534 45.0306 93.6162 63.2823 44.471 38.7657 36.9728 32.8819 32.4725 54.9799 32.5971 threshold=-2.4999999999999996 0.025978407557354904 1.0000000180025095e-35 1.0000000180025095e-35 0.21483516483516482 2.5000000000000004 24.500000000000004 2.5000000000000004 -9.4999999999999982 0.98728813559322048 -8.4999999999999982 -122.49999999999999 0.87439320388349528 0.90943267259056748 1.0000000180025095e-35 0.091553836234687255 0.47080136402387041 0.49184758529020828 1.0000000180025095e-35 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34948 7660 8446 522 1084 internal_value=0 -0.00160778 -0.00231802 0.00307321 -0.00299907 0.00195943 0.00110609 -0.00345489 0.00130636 0.00247368 -0.00290252 -0.00278647 -0.00221741 0.0010242 0.0021503 0.00572106 0.00533153 0.00656119 0.00175814 -0.0028866 0.00223062 0.00238494 0.00201046 0.00219365 0.0034792 0.00218803 -0.00387955 -0.00346519 -0.00122091 -0.00568976 internal_weight=0 21798.8 17277.2 11215.8 14544.2 7511.32 4521.61 12975.5 2732.99 6860.9 10658.3 10461.4 6879.79 810.13 3584.23 375.614 3704.53 1826.51 2619.2 937.384 6566.67 6346.28 5795.35 5622.55 1754.66 2403.28 3581.61 650.419 323.775 326.644 internal_count=734512 545800 476620 188712 429978 133881 69180 406975 46642 116329 313734 302782 188688 22194 45729 7837 54831 26141 40564 23451 112370 108026 100068 96174 21142 36121 114094 17552 8022 9530 is_linear=0 shrinkage=0.01 Tree=269 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 1 11 10 11 11 10 10 5 10 6 10 4 1 6 1 10 5 10 1 10 10 1 1 10 split_gain=18522.5 2637.02 1048.54 315.207 417.51 201.945 154.499 99.9625 98.5569 83.8615 67.5444 65.9194 41.2364 42.7636 40.6175 34.8272 31.299 57.5306 55.6145 36.2979 30.9392 29.1791 29.1608 28.7923 28.1259 26.497 26.1746 25.7093 186.381 60.5764 threshold=0.013544866815209352 0.99188911914825451 0.00014531796477960005 -1.0000000180025095e-35 2.3750000000000004 0.6303343176841737 -4.4999999999999991 0.99991196393966686 3.9650000000000003 0.0014690008247270501 6.1522598571173157e-06 2.1050000000000004 2.5250000000000004 1.5000000000000002 5.7950000000000008 158.50000000000003 5.245000000000001 20.500000000000004 -253.49999999999997 52.500000000000007 -89.499999999999986 5.2250000000000005 5.5000000000000009 2.3750000000000004 -146.49999999999997 2.5650000000000004 5.8950000000000005 -57.499999999999993 -56.499999999999993 5.8150000000000004 decision_type=2 2 2 8 10 2 8 2 10 2 2 10 10 10 10 2 10 8 10 2 10 8 8 8 10 10 8 8 8 10 left_child=2 3 10 5 23 12 9 27 15 21 -1 -8 20 16 -10 -6 17 -14 -18 25 24 -4 -16 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7769.8926863707602 683.80432392284274 1605.493505820632 2367.4403177257627 692.13191360794008 141.91509676352143 856.87478817999363 40.350273016840219 56.901769530028105 117.23915625736117 38.228007420897484 524.89641191810369 206.59948324412107 419.02431036531925 548.76598751172423 7.3089589625596991 329.70692517608404 38.8680190294981 1365.4667508900166 465.508076896891 4.0304742828011539 1022.8753283657134 16.317095473408699 leaf_count=401225 274 6758 23864 1289 3502 10591 406 98421 7132 20632 85723 14876 888 5919 290 328 670 172 2891 1507 1914 11293 41 2485 179 7081 14510 31 9544 76 internal_value=0 0.00699278 -0.00803235 0.00267492 -0.000807221 0.00382966 -0.00352438 0.0104657 -0.00366794 -0.00253527 -0.0095446 -0.00756721 0.00244088 0.00285804 -0.00621619 -0.000928673 0.00354412 0.00285199 0.00543277 0.00338991 -0.000182384 -0.00423649 0.00270972 0.00666875 -0.00524091 0.0039659 -0.00820379 0.00845768 0.00737897 -0.0225897 internal_weight=0 17585.4 15380.9 7839.08 1952.2 5886.88 3863.62 9746.32 1411.92 3104.15 11517.2 759.463 3768.24 3251.22 731.464 680.457 2394.34 1752.21 642.136 1610.29 517.018 1498.66 47.6592 540.279 97.9932 1403.69 2832.95 1976.42 1043.22 20.3476 internal_count=734512 161983 572529 47153 15067 32086 71071 114830 11293 55789 501458 15282 21495 19128 7463 3830 13209 9648 3561 8760 2367 35157 331 3774 453 7253 100233 16409 9651 107 is_linear=0 shrinkage=0.01 Tree=270 num_leaves=31 num_cat=0 split_feature=11 11 11 11 47 47 11 11 11 47 5 3 11 11 5 6 11 47 18 5 3 11 13 3 6 11 47 18 6 6 split_gain=18270.1 2629.41 1048.98 265.416 111.664 107.681 101.29 69.8174 68.0755 54.652 31.1073 27.4996 26.2374 24.4694 22.4256 49.6474 21.3215 21.0537 18.2788 18.2184 18.0121 16.725 16.6155 16.2138 14.8429 14.5802 14.5145 14.1998 14.1792 13.7174 threshold=0.013544866815209352 0.99188911914825451 0.00014531796477960005 0.6303343176841737 1.0000000180025095e-35 1.0000000180025095e-35 0.99991196393966686 0.0009053001122083001 6.1522598571173157e-06 1.0000000180025095e-35 2.5000000000000004 0.38480769230769235 0.0021208993857726004 0.12629276514053342 2.5000000000000004 63.500000000000007 0.85901859402656566 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.8622844827586208 0.36455024778842932 1.0000000180025095e-35 0.55298573975044574 16.500000000000004 0.1800593510270119 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 130.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 10 2 2 2 8 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 left_child=2 3 8 4 13 12 14 -7 -1 19 11 25 -4 -2 17 -16 -11 23 22 24 -9 29 -15 -3 27 -6 -10 -5 -20 -13 right_child=1 6 5 9 10 7 -8 20 26 16 -12 21 -14 18 15 -17 -18 -19 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0099768520728832771 -0.0022406928429050256 0.0085037298431804957 -0.0074619165997431959 0.0042406670433328469 0.00025501359026607973 -0.0044922749034699829 0.010962995066328203 -0.0016657250223267336 -0.0091223843364878626 0.0047379913539306413 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34.49900820851326 152.46728083491325 leaf_count=401225 7273 5648 14848 3777 3279 25620 98421 20370 33134 3194 2329 8164 6994 4980 1402 71 6090 7191 143 1607 3239 1778 47 2097 879 1943 67099 245 184 1241 internal_value=0 0.00695691 -0.00801255 0.00265043 0.00123801 -0.00350004 0.0104459 -0.00246179 -0.00953535 0.00504965 0.00228262 0.00260171 -0.00619273 -0.00093024 0.00841969 0.00524404 0.00610093 0.00877897 0.00023466 0.00325846 -0.00122486 0.00329988 -0.000192698 0.00753868 0.00400383 0.00128893 -0.00818442 0.00470209 0.005275 0.0028221 internal_weight=0 17499.9 15265.3 7832.39 4930.05 3851.68 9667.53 2779.83 11413.7 2902.34 3327.13 3000.37 1071.85 1602.92 1965.55 199.771 1828.91 1765.78 848.589 1073.43 1727.48 1958.7 782.262 771.018 808.701 1041.67 2811.37 638.964 66.3261 1545.53 internal_count=734512 161983 572529 47153 31361 71071 114830 49229 501458 15792 18734 16405 21842 12627 16409 1473 9284 14936 5354 6508 23609 11183 5027 7745 4901 5222 100233 4022 327 9405 is_linear=0 shrinkage=0.01 Tree=271 num_leaves=31 num_cat=0 split_feature=11 11 11 11 47 47 11 11 11 28 47 5 18 3 4 11 28 6 5 6 11 47 11 5 3 6 3 3 4 11 split_gain=18019.6 2622.6 1049.48 261.134 109.373 106.652 102.64 68.9434 68.6167 59.5527 53.905 30.4542 26.9922 26.8771 54.9181 26.1567 28.0785 22.6502 22.2893 48.7428 21.1655 20.879 18.6985 17.9048 17.6782 17.5052 17.2276 22.1846 18.0655 16.4362 threshold=0.013544866815209352 0.99188911914825451 0.00014531796477960005 0.6303343176841737 1.0000000180025095e-35 1.0000000180025095e-35 0.99991196393966686 0.0009053001122083001 6.1522598571173157e-06 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 0.38480769230769235 26.500000000000004 0.0021208993857726004 1.0000000180025095e-35 15.500000000000002 2.5000000000000004 63.500000000000007 0.85901859402656566 1.0000000180025095e-35 0.12629276514053342 1.5000000000000002 0.8622844827586208 1.0000000180025095e-35 0.61781229345670863 0.28015151515151521 26.500000000000004 0.36455024778842932 decision_type=2 2 2 2 2 2 2 2 2 2 2 10 2 2 10 2 2 2 8 2 2 2 2 8 2 2 2 2 10 2 left_child=2 3 8 4 9 15 18 -7 -1 12 23 13 22 14 -6 -4 -17 -11 21 -20 -12 -3 -2 -5 -9 26 27 -14 -29 -15 right_child=1 6 5 10 11 7 -8 24 -10 17 20 -13 25 29 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0099717064418435933 -0.0034565703590617425 0.0075029204923342972 -0.0074363384087290062 0.0039685794076677649 -0.004551629009863503 -0.0044653641245545415 0.010949646657574688 -0.0016512527227389349 -0.0081648806829890085 0.0057642084790596841 0.0046957464675235604 -0.00064116173972695038 0.0015007956136162152 0.0027905906434795374 0.0021806855834459976 -0.0053858563682787743 0.0015235916307247445 -0.0013850478388585104 0.0066681973262148388 -0.01158518725200075 0.0069079580389515031 0.0097015323253372594 -0.0010015581083785603 0.00097175008178818805 0.0011278404716606317 -0.00080135574124266058 -0.0026782846716611039 0.025797399692451876 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threshold=0.013544866815209352 0.99188911914825451 0.00014531796477960005 0.6303343176841737 1.0000000180025095e-35 5.6550000000000011 1.0000000180025095e-35 0.99991196393966686 6.1522598571173157e-06 0.0009053001122083001 1.0000000180025095e-35 1.3650000000000004 2.3750000000000004 2.5250000000000004 2.5000000000000004 2.6150000000000007 5.4450000000000012 20.500000000000004 1.0000000180025095e-35 4.0250000000000012 5.8950000000000005 2.4250000000000003 5.2250000000000005 3.0150000000000001 1.0000000180025095e-35 6.4350000000000014 5.8750000000000009 6.1150000000000011 0.254873737692833 5.535000000000001 decision_type=2 2 2 2 2 8 2 2 2 2 2 10 10 10 10 10 10 8 2 8 8 10 8 10 2 10 10 10 2 10 left_child=2 3 8 4 5 21 12 23 -1 22 11 -5 -4 -6 15 -15 17 -17 -13 -11 -10 -2 -8 -3 25 26 -25 -26 -19 -18 right_child=1 7 6 10 13 -7 9 -9 20 19 -12 18 -14 14 -16 16 29 28 -20 -21 -22 -23 -24 24 27 -27 -28 -29 -30 -31 leaf_value=-0.009966561117949347 0.0017092552316435208 0.0097782461504631081 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161983 572529 47153 31361 12627 71071 114830 501458 49229 15792 6508 21842 18734 16542 14295 14026 11302 4484 23609 100233 10892 25620 16409 8200 2333 1922 5867 10131 2724 is_linear=0 shrinkage=0.01 Tree=273 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 1 11 10 11 11 10 11 10 6 10 10 10 1 5 10 6 10 1 1 10 10 1 10 6 split_gain=17529 2608.35 1050.24 296.989 405.559 193.243 150.978 105.28 97.3894 80.43 69.6908 65.9182 49.227 39.7591 34.1977 29.1293 28.8992 28.7297 37.1119 28.3965 28.3714 26.9519 26.7145 25.4814 185.331 58.7531 44.6655 83.1589 38.506 29.9415 threshold=0.013544866815209352 0.99188911914825451 0.00014531796477960005 -1.0000000180025095e-35 2.3750000000000004 0.76014459133148204 -4.4999999999999991 0.99991196393966686 3.9650000000000003 0.0014690008247270501 6.1522598571173157e-06 2.1050000000000004 0.1800593510270119 5.7950000000000008 158.50000000000003 5.4450000000000012 5.2250000000000005 2.5250000000000004 -79.499999999999986 5.5000000000000009 2.3750000000000004 450.50000000000006 5.8950000000000005 -57.499999999999993 -56.499999999999993 5.8150000000000004 3.0150000000000001 -8.4999999999999982 4.0250000000000012 317.50000000000006 decision_type=2 2 2 8 10 2 8 2 10 2 2 10 2 10 2 10 8 10 10 8 8 2 8 8 8 10 10 8 10 2 left_child=2 3 10 5 20 12 9 23 14 16 -1 -8 15 -10 -6 -2 -4 18 -14 -15 -5 -7 -12 29 25 -25 -26 -28 -29 -3 right_child=1 7 6 4 8 21 11 -9 13 -11 22 -13 17 19 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 26 -27 27 28 -30 -31 leaf_value=-0.0099614156581531235 0.00095234425436612575 0.0097398678112198215 -0.0051993015197245611 0.0037201563389211547 -0.0015912675755630739 0.0066821730474274765 0.0019869187563063863 0.010923299312480197 -0.0068003497808623347 -0.00089563490085272106 -0.0085642226804608871 -0.0084138512106304263 -0.0057194788301276117 -0.00065129537791032953 0.0065112455453201238 0.0039045644847948732 -0.0022974967002635455 0.0041003445563909668 0.0030913109719468363 0.020708047632510603 0.0084367199961926844 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0.0025763 -0.000815321 0.00369627 -0.00342716 0.010387 -0.00363668 -0.00245005 -0.00950734 -0.00747521 0.0025433 -0.00618028 -0.000912487 0.00150753 -0.00413283 0.00367885 0.000264902 0.00264162 0.00659083 0.00654784 -0.00812574 0.00830627 0.00722095 -0.0227177 0.00782729 0.00560982 0.00152253 0.00952063 internal_weight=0 17253.3 14925.8 7818.55 1940.9 5877.66 3817.04 9434.77 1405.48 3074.84 11108.8 742.193 4185.39 726.833 678.648 2188.85 1476.46 1996.54 219.411 47.7322 535.416 1692.27 2747.88 1933.38 1020.94 20.2664 1000.68 476.142 243.36 912.443 internal_count=734512 161983 572529 47153 15067 32086 71071 114830 11293 55789 501458 15282 23318 7463 3830 14373 35157 8945 1045 331 3774 8768 100233 16409 9651 107 9544 2965 1561 6758 is_linear=0 shrinkage=0.01 Tree=274 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 47 47 10 28 11 11 10 47 10 10 10 10 28 10 10 10 28 10 11 3 10 47 10 10 10 split_gain=17289.8 2600.45 1050.48 250.082 106.385 103.716 103.01 133.159 79.1263 70.2271 66.5387 51.307 50.8476 83.9046 40.2536 33.8486 32.5535 30.4136 28.0064 26.7634 26.5 25.2226 23.7984 23.6891 23.6503 23.6332 62.4982 31.0444 34.1056 24.8411 threshold=0.013544866815209352 0.99188911914825451 0.00014531796477960005 0.6303343176841737 0.99991196393966686 1.0000000180025095e-35 1.0000000180025095e-35 5.9150000000000009 1.0000000180025095e-35 6.1522598571173157e-06 0.0009053001122083001 2.3750000000000004 1.0000000180025095e-35 7.995000000000001 2.9250000000000003 2.5250000000000004 2.6150000000000007 1.0000000180025095e-35 3.2950000000000004 5.8950000000000005 4.0250000000000012 1.0000000180025095e-35 5.285000000000001 0.1800593510270119 0.54186137071651097 3.0150000000000001 1.0000000180025095e-35 6.4350000000000014 5.8750000000000009 6.1150000000000011 decision_type=2 2 2 2 2 2 2 8 2 2 2 10 2 8 10 10 10 2 10 8 8 2 8 2 2 10 2 10 10 10 left_child=2 3 9 6 25 11 7 8 14 -1 22 -4 13 17 -2 24 -17 18 -5 -11 -12 -13 -7 -18 -8 -3 27 28 -27 -28 right_child=1 4 5 12 -6 10 15 -9 -10 19 20 21 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526.54050695151091 792.02675868757069 1812.3579278662801 188.88845004886389 874.36190050840378 59.770801655948162 1596.7412711009383 112.01811330020428 488.98414774239063 451.25855612009764 1193.9248301256448 147.38334729149938 361.68782803975046 1199.611986361444 193.63965338468552 299.83072353154421 465.6722322627902 68.709254905581474 9.065069377422331 376.97294665127993 leaf_count=401225 1253 8209 857 1833 98421 18026 1294 1401 1213 85723 6943 17741 9284 1756 8760 274 10934 502 2417 14510 16666 3244 7594 5334 898 1877 2854 411 45 3013 internal_value=0 0.00681244 -0.00793236 0.00255285 0.0103682 -0.00340323 0.00118551 -0.000903251 -0.0021275 -0.00949796 -0.0023847 -0.00607906 0.00489422 0.00316299 -0.0031413 0.00218553 0.00259802 0.00186324 0.00115213 -0.00810611 -0.0011791 -0.00683497 -0.00438703 0.00244193 -0.000275139 0.00827113 0.00743013 0.00404938 0.00269707 0.0089451 internal_weight=0 17169.3 14814.6 7811.51 9357.8 3805.54 4931.53 1596.63 1353.41 11009.1 2756.36 1049.18 2879.98 1067.62 1151.06 3334.9 2856.12 878.729 766.711 2727.1 1720.47 939.41 1035.89 2796.35 478.771 1922.25 1220.25 377.605 308.896 842.645 internal_count=734512 161983 572529 47153 114830 71071 31361 12627 11226 501458 49229 21842 15792 6508 10013 18734 16542 4752 4250 100233 23609 20985 25620 16268 2192 16409 8200 2333 1922 5867 is_linear=0 shrinkage=0.01 Tree=275 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 11 1 10 11 11 10 11 10 1 5 1 10 1 10 10 10 5 10 10 10 10 10 10 5 split_gain=17055.8 2808.73 826.428 312.625 371.739 184.498 154.838 125.626 94.1785 70.7648 52.2146 49.5696 42.4522 33.3617 34.3369 38.4934 32.5735 32.1381 110.722 60.4242 29.0425 28.7704 37.5346 26.8109 26.6171 26.5937 25.8152 25.5958 24.7281 25.589 threshold=0.007890905253589103 0.98303884267807018 0.00014531796477960005 -1.0000000180025095e-35 2.3750000000000004 0.36455024778842932 0.99991196393966686 -9.4999999999999982 3.9650000000000003 6.1522598571173157e-06 0.0009053001122083001 2.2150000000000003 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850 98421 388 3764 85723 5535 13827 5483 697 1712 1836 2054 7978 1581 769 2126 401 42 14510 137 6035 17154 4182 5593 716 internal_value=0 0.00657012 -0.0081614 0.00215894 -0.00137969 0.00327364 0.0101929 -0.00378101 -0.00400899 -0.00948854 -0.00281138 -0.00770051 0.00524367 0.00171975 0.00335402 0.00458881 0.00633065 0.00791554 0.00711574 0.00226391 0.0060672 -0.00648255 0.000456116 -0.0080864 -0.00175857 -0.00441756 -0.00158463 -0.00704744 0.00422732 0.00463928 internal_weight=0 17575.9 14215.9 7925.53 1898.56 6026.97 9650.38 3305.55 1403.14 10910.3 2649.98 655.568 2657.63 3369.34 911.279 648.759 429.26 2280.15 1568.36 361.837 495.412 734.022 55.259 2706.51 183.774 1147.52 1502.46 678.763 1613.94 1452.99 internal_count=734512 167347 567165 50032 15471 34561 117315 65707 12228 501458 51492 14215 12642 21919 6299 4587 2751 18894 10465 2487 3243 8389 443 100233 906 28803 22689 7946 7159 6309 is_linear=0 shrinkage=0.01 Tree=276 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 10 1 10 10 1 10 1 0 1 1 10 1 6 5 10 1 6 6 10 10 10 10 1 6 10 split_gain=4574.06 847.051 548.681 240.779 192.331 167.909 197.623 166.284 173.197 131.238 127.526 105.534 104.054 103.472 93.5435 100.5 93.0497 112.315 83.0498 190.766 212.417 105.584 80.6653 78.8015 133.165 119.948 127.061 98.3661 90.5215 77.8778 threshold=2.9850000000000008 -361.49999999999994 30.500000000000004 3.5950000000000002 2.9850000000000008 3.7850000000000006 -105.49999999999999 5.5050000000000008 8.8850000000000016 -361.49999999999994 2.9850000000000008 -14.499999999999998 1.0000000180025095e-35 -60.499999999999993 -239.49999999999997 5.4850000000000012 -56.499999999999993 8.5000000000000018 2.5000000000000004 5.9350000000000014 -17.499999999999996 152.50000000000003 3.5000000000000004 4.995000000000001 4.9850000000000012 5.3350000000000009 5.3450000000000006 -239.49999999999997 17.500000000000004 4.5950000000000006 decision_type=10 10 2 10 8 10 10 10 10 10 8 8 2 10 8 10 10 2 10 10 8 2 2 10 10 10 10 10 2 10 left_child=1 10 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0.025978407557354904 1.0000000180025095e-35 0.51271277741865984 0.49441323345817728 5.5000000000000009 0.21483516483516482 0.25018968133535663 3.5000000000000004 1.0000000180025095e-35 0.073574521833273163 0.90844616376531284 0.35310102301790286 1.5000000000000002 1.5000000000000002 0.98067587752053786 1.5000000000000002 0.24328334268987087 0.49882629107981225 0.50151515151515158 0.54186137071651097 0.68772163120567387 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 0.34387500000000004 0.20091743119266059 decision_type=2 2 10 10 2 2 2 2 10 2 2 10 2 2 2 2 10 10 2 10 2 2 2 2 2 2 10 2 2 2 left_child=1 3 4 6 -2 -4 7 10 11 -6 19 15 -3 -11 21 28 -16 27 -19 -1 -14 23 -23 -15 -12 -10 -27 -8 -5 -13 right_child=2 12 5 8 9 -7 17 -9 25 13 24 29 20 14 16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.00438257852908174 0.0011721644723891183 0.0027538696140967638 0.0016677522834205565 0.0016565324509103718 0.00099914063343475141 -0.0053201074629579941 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2767.994766054675 5254.6233911765739 178.76845492050052 24.688915100879967 49.928572680801153 22.659828828647733 33.791599787771702 342.24226738233119 leaf_count=44519 55856 2600 5325 3315 20889 95380 69033 29272 1340 25617 28648 3395 1562 12988 1494 3985 3849 14989 1296 4923 31820 22478 81798 147601 4353 441 1247 996 355 13148 internal_value=0 0.00188451 -0.00137277 0.00237041 -0.000843163 -0.00433741 0.00281344 0.00378673 -0.00251699 -0.00143949 0.00293061 -0.00396955 -0.00281795 -0.00177763 -0.00157798 -0.000258822 0.00653433 0.00137233 -0.000939011 0.00400042 -0.00393528 -0.00178502 -0.00104373 -0.00232174 0.00103297 0.00457879 -0.000430292 0.00183008 0.00336011 -0.00659284 internal_weight=0 13116.6 18396.5 11888.2 15608.2 2788.27 10900.1 6506.11 988.076 12044.3 4755.77 820.179 1228.39 10577.6 9977.01 339.684 248.294 4394.03 726.363 3041.25 1023.21 9728.72 4085.74 5642.97 1714.52 167.897 74.6175 3667.67 200.977 480.495 internal_count=734512 261237 473275 225255 372570 100705 198029 111715 27226 316714 82443 24198 35982 295825 270208 7655 5343 86314 16285 49442 33382 264865 104276 160589 33001 3028 1688 70029 3670 16543 is_linear=0 shrinkage=0.01 Tree=278 num_leaves=31 num_cat=0 split_feature=10 47 10 2 10 10 10 10 47 5 2 4 2 47 2 3 10 3 10 2 47 38 47 3 10 47 10 10 3 10 split_gain=4478.75 665.637 374.999 204.885 220.589 345.625 175.318 138.119 133.561 117.316 66.3232 64.2637 65.2685 64.0563 61.768 118.964 77.0745 64.713 66.9859 75.2951 53.9515 63.9889 52.9492 70.0989 49.8103 62.7991 75.8561 173.372 74.4848 69.865 threshold=2.9850000000000008 1.0000000180025095e-35 3.7850000000000006 0.031331806282722509 6.0750000000000011 9.0500000000000025 2.9850000000000008 2.9850000000000008 1.0000000180025095e-35 1.5000000000000002 0.98728813559322048 27.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.091553836234687255 0.92705099778270517 8.1200000000000028 0.68203058623619384 7.995000000000001 0.51739261947973392 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.16749174917491746 4.5150000000000006 1.0000000180025095e-35 4.995000000000001 4.9850000000000012 0.74478940512375169 5.5950000000000006 decision_type=10 2 10 2 10 10 8 8 2 10 2 10 2 2 2 2 10 2 10 2 2 2 2 2 10 2 10 10 2 10 left_child=1 7 8 11 9 14 -3 -1 -2 24 -8 12 -4 -7 15 -6 17 18 -16 -20 21 -13 -11 -24 -5 26 27 -26 -29 -27 right_child=2 6 3 4 5 13 10 -9 -10 22 -12 20 -14 -15 16 -17 -18 -19 19 -21 -22 -23 23 -25 25 29 -28 28 -30 -31 leaf_value=0.0065472755445063844 0.0025594846156063488 0.00024940178840034995 -0.0041927037902424009 -0.001713181213180696 0.0096171029693965619 0.0043345027738605855 0.0053708165946259583 0.0097093534961687177 -0.0013644219152292457 -0.0071512806253472569 0.00062754435013522361 -0.0030295561064112853 0.0019371040437198917 -0.0074701078947734144 0.0012287537413696969 -0.006675214652596094 0.0041091782626948656 -0.0041952891062206213 0.0085005176796214867 -0.0088662216987418965 0.00093133223388754854 0.0093496335692019681 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93.7607 71.4681 51.6088 47.6225 44.4117 36.2834 33.3037 32.4484 27.6636 27.6578 26.6546 25.906 25.8295 25.7884 25.5688 181.513 56.1232 43.7701 81.041 36.3246 29.5733 24.9367 threshold=0.007890905253589103 0.99188911914825451 0.00014531796477960005 -1.0000000180025095e-35 2.3750000000000004 0.6303343176841737 -9.4999999999999982 0.99991196393966686 3.9650000000000003 6.1522598571173157e-06 0.0009053001122083001 2.2150000000000003 0.1800593510270119 5.7950000000000008 158.50000000000003 3.4550000000000005 5.4450000000000012 2.3750000000000004 5.8950000000000005 0.22257107971393683 3.6950000000000007 5.5250000000000012 -57.499999999999993 -56.499999999999993 5.8150000000000004 3.0150000000000001 -8.4999999999999982 4.0250000000000012 317.50000000000006 450.50000000000006 decision_type=2 2 2 8 10 2 8 2 10 2 2 10 2 10 2 10 10 8 8 2 8 8 8 8 10 10 8 10 2 2 left_child=2 3 9 5 17 12 10 22 14 -1 21 -8 16 -10 -6 -14 -2 -5 -11 -18 -12 -4 28 24 -24 -25 -27 -28 -3 -7 right_child=1 7 6 4 8 29 11 -9 13 18 20 -13 15 -15 -16 -17 19 -19 -20 -21 -22 -23 23 25 -26 26 27 -29 -30 -31 leaf_value=-0.0099426885753013308 0.00082196251661024924 0.0096395412334840391 -0.0053045359191395422 0.0034363175059895657 -0.0017687290142931584 0.0061214308029289601 0.00089067247214169945 0.010877433356464317 -0.0067563363624574147 -0.008502359082103535 -0.0037303078854913486 -0.0085355351126264658 0.0011954715024214894 0.0019877867454028099 0.0061274588063486169 0.0043563612833044307 -0.0012582253990043003 0.0080736737623266878 -0.0058233655968119545 0.0045740724279066712 -0.00075293587716779872 -0.0019492432004234897 0.011987477819036307 0.0097510913910682437 -0.030499814097862506 0.0097708670450117833 0.0058449425543052533 -0.0019608297375055816 -0.0054681640405543118 -0.0044147821742646131 leaf_weight=8056.7481374349445 2092.5638084933162 882.83978720754385 820.6612147744745 212.55341953784227 646.86200385540724 2064.577226690948 58.945874501019716 7224.0846625976264 712.70510279387236 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649.563 4171.36 763.544 705.084 1586.85 2584.51 538.21 2672.28 491.949 1495.48 1138.43 1892.8 996.815 20.3223 976.493 471.44 241.92 895.99 2087.29 internal_count=734512 167347 567165 52517 16485 36032 65707 114830 12648 501458 51492 14215 25441 8544 4104 7122 18319 3837 100233 3516 22689 28803 16409 9651 107 9544 2965 1561 6758 10591 is_linear=0 shrinkage=0.01 Tree=280 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 1 11 10 11 11 11 10 10 6 10 1 10 10 3 10 6 10 1 1 10 10 1 10 6 split_gain=16426.8 2754.85 827.905 300.372 386.237 206.064 125.031 109.264 92.6566 72.0088 57.5314 51.0777 47.3089 35.8195 32.6142 28.4586 36.5556 27.4384 27.1135 35.1016 26.6989 25.9406 25.7519 25.302 177.862 54.2777 43.8759 80.1396 35.7348 29.2248 threshold=0.007890905253589103 0.99188911914825451 0.00014531796477960005 -1.0000000180025095e-35 2.3750000000000004 0.76014459133148204 -9.4999999999999982 0.99991196393966686 3.9650000000000003 6.1522598571173157e-06 0.1800593510270119 0.0012464885949156502 2.2150000000000003 5.7950000000000008 158.50000000000003 2.5250000000000004 -79.499999999999986 2.3750000000000004 5.245000000000001 0.22257107971393683 5.8950000000000005 450.50000000000006 4.7250000000000005 -57.499999999999993 -56.499999999999993 5.8150000000000004 3.0150000000000001 -8.4999999999999982 4.0250000000000012 317.50000000000006 decision_type=2 2 2 8 10 2 8 2 10 2 2 2 10 10 2 10 10 8 10 2 8 2 8 8 8 10 10 8 10 2 left_child=2 3 9 5 17 10 11 23 14 -1 18 -4 -8 -10 -6 16 -12 -5 -2 -20 -11 -7 -13 29 25 -25 -26 -28 -29 -3 right_child=1 7 6 4 8 21 12 -9 13 20 15 22 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 24 26 -27 27 28 -30 -31 leaf_value=-0.0099375234172031906 0.00070564987366247888 0.009602376166417112 -0.0041208422761960881 0.0034063023364735399 -0.0017513998166293345 0.0065246323419812669 0.00088131465841354592 0.010864822426623491 -0.0067196520583959109 -0.0084851070442754483 -0.0057800186512864359 -0.0030705505121412214 -0.0085148792947989001 0.0019661806890536775 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8688 388 98421 8166 85723 329 7575 13827 378 344 7900 716 2522 756 4261 14510 80 11050 31 6579 76 1404 875 686 63 internal_value=0 0.00648776 -0.00810943 0.00231235 -0.00105936 0.00339105 -0.00371124 0.0103013 -0.00371695 -0.00946312 0.00229347 -0.00274271 -0.0076559 -0.00613837 -0.00110562 0.00356956 0.000163852 0.00620094 0.00130935 0.00304577 -0.00803559 0.00639165 -0.00133213 0.00815708 0.00705808 -0.0221336 0.00767269 0.00547751 0.00146308 0.00938043 internal_weight=0 17301.1 13905.6 8258.66 2001.75 6256.91 3272.63 9042.41 1465.36 10632.9 4581.18 2627.5 645.128 760.33 705.033 1994.7 218.483 536.39 2586.48 667.258 2652.21 1675.73 1298.46 1881.94 991.351 20.4418 970.909 469.871 241.593 890.593 internal_count=734512 167347 567165 52517 16485 36032 65707 114830 12648 501458 27264 51492 14215 8544 4104 8945 1045 3837 18319 5017 100233 8768 18625 16409 9651 107 9544 2965 1561 6758 is_linear=0 shrinkage=0.01 Tree=281 num_leaves=31 num_cat=0 split_feature=10 6 10 10 10 10 10 2 2 6 0 10 0 10 10 6 6 2 6 10 10 10 10 10 2 2 6 6 6 2 split_gain=4281.96 525.782 229.35 226.139 154.678 184.103 170.933 142.856 104.337 110.695 91.5792 82.5371 77.7839 76.5803 62.8638 57.2303 65.7483 56.2318 57.6503 57.7088 55.7301 125.29 51.1897 51.1335 50.9374 49.6254 48.0698 42.0015 40.4855 38.8021 threshold=2.9850000000000008 30.500000000000004 3.5950000000000002 1.3650000000000004 3.7850000000000006 5.5950000000000006 8.4000000000000021 0.031331806282722509 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 6.9850000000000012 1.0000000180025095e-35 7.0550000000000006 8.1200000000000028 15.500000000000002 1.0000000180025095e-35 0.98728813559322048 31.500000000000004 1.0000000180025095e-35 9.0500000000000025 7.5550000000000006 4.5150000000000006 7.995000000000001 0.16774891774891773 0.2730095990965557 18.500000000000004 273.50000000000006 1.5000000000000002 0.7003401360544218 decision_type=10 2 10 10 10 10 10 2 2 2 2 10 2 10 10 2 2 2 2 8 10 10 10 10 2 2 2 2 2 2 left_child=3 4 -3 12 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2372.8579543195665 982.69979704171419 1862.0569793172181 44.091933332383633 721.26703812833875 3856.7599523607641 3245.12204625085 1231.9825528226793 246.29364920407534 2189.3565679974854 204.56248595379293 294.40900614671409 329.80038270168006 405.09413216263056 423.92742468416691 121.64464144781232 2005.6720843296498 384.03501488827169 265.16999815311283 3633.7204012339935 118.62107371725142 48.830290336161852 272.42218387685716 191.80738542973995 54.217804736457765 1711.2673580422997 44.992043655365705 leaf_count=1581 38700 12275 6663 31178 11966 34329 588 22178 95199 107540 21984 4442 31048 3334 3296 11441 20040 5084 2046 27500 26670 8443 164881 5312 1450 3385 6496 1786 23151 526 internal_value=0 -0.00244112 -0.00494584 0.00567691 -0.00147625 -0.00192269 -5.03103e-05 -0.00562646 -0.00267544 -0.00326641 -0.00078039 0.00108757 0.00706419 0.0036809 0.0018007 -0.00406093 -0.00620061 0.00601574 0.00657299 0.00721124 -0.00607923 -0.00577498 -0.00618133 -0.00124439 0.00138584 0.00305396 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0.48581488933601619 2.5000000000000004 0.98728813559322048 0.50151515151515158 0.48850422832980972 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.9740215924426453 1.0000000180025095e-35 0.66510903426791279 27.500000000000004 0.12560679611650488 1.0000000180025095e-35 0.010811126694717151 2.5000000000000004 0.091553836234687255 0.94133291614518144 4.5000000000000009 5.5000000000000009 0.90844616376531284 1.5000000000000002 1.5000000000000002 0.50117370892018787 decision_type=2 2 2 10 8 2 10 2 2 2 10 2 2 2 2 2 2 8 2 2 2 2 2 2 2 10 2 8 10 2 left_child=1 5 7 12 26 10 29 8 11 16 19 24 13 -4 23 -12 -7 20 -19 -1 -13 22 -22 -15 -2 -23 -3 -28 -26 -6 right_child=2 4 3 -5 6 9 -8 -9 -10 -11 15 17 -14 14 -16 -17 -18 18 -20 -21 21 25 -24 -25 28 -27 27 -29 -30 -31 leaf_value=0.003957480937073197 0.0024414970223749781 -0.0025829427509290997 -0.00054073283490156307 -0.0077216228079456375 0.0020442059430126019 0.0012980291565333002 -0.0023363995745036728 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192737 179133 129123 14571 32947 99721 61575 45386 38146 26826 2518 123418 44468 24308 32236 2433 29422 94721 is_linear=0 shrinkage=0.01 Tree=283 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 11 10 11 2 10 11 11 10 6 10 6 5 6 6 10 10 6 11 5 10 5 5 6 2 split_gain=16105.2 2732.27 827.285 267.897 110.111 81.0361 72.5488 68.7916 45.5789 44.1317 42.8246 34.4157 28.0541 26.7004 23.0216 22.8963 23.296 22.708 20.0601 24.8007 21.0411 19.6767 17.9165 19.4583 16.9588 16.565 16.2286 15.9649 18.2705 15.932 threshold=0.007890905253589103 0.99188911914825451 0.00014531796477960005 0.49114476144313818 0.99991196393966686 5.4750000000000005 6.1522598571173157e-06 5.4450000000000012 0.0009053001122083001 0.80104166666666676 9.0500000000000025 0.089183576405048315 0.85901859402656566 5.8950000000000005 6.5000000000000009 3.0150000000000001 854.00000000000011 3.5000000000000004 23.500000000000004 340.50000000000006 6.0550000000000006 7.6350000000000007 1.5000000000000002 0.0012464885949156502 2.5000000000000004 5.8550000000000013 1.5000000000000002 1.5000000000000002 32.500000000000007 0.77525510204081638 decision_type=2 2 2 2 2 8 2 8 2 2 8 2 2 8 2 10 2 10 2 2 8 8 2 2 10 10 10 10 2 2 left_child=2 3 6 7 15 8 -1 11 -4 18 12 27 17 -8 26 -3 -17 -5 20 25 -9 -22 -7 -24 -13 -20 -10 28 -2 -23 right_child=1 4 5 10 -6 22 13 9 14 -11 -12 24 -14 -15 -16 16 -18 -19 19 -21 21 29 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0099303159548117595 0.00020260104062058064 0.0096006658605148395 -0.0061804886078798199 0.0033331229707917773 0.010849154930474045 -0.0027030096248010431 -0.008463115468644403 0.0049565993769115834 -0.0014831420998319645 -0.0028042049587423453 0.0075517742839358859 0.0013080811144290207 0.0049739830697714104 -0.0057638867296341701 -0.0050966452477126459 0.0073857547248888031 -0.01315171562704261 -0.0022729378613543416 0.0036458335935825766 -0.0041942841138303301 -0.001876107111571688 0.0023733768291903457 -0.0017530557516939453 0.0021962211539836066 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-0.00465725 0.00280819 0.00445279 8.67533e-05 0.0040442 -0.00801049 -0.00338652 0.00811793 0.00729064 0.00303443 0.0034368 0.00561853 0.00261943 0.00151928 -0.00113366 0.000130653 0.00105108 0.00644291 -0.0023379 -0.000902486 -0.000349141 0.0025608 internal_weight=0 17163.4 13745.7 8240.65 8922.72 3257.72 10488 4858.6 2354.74 1250.89 3382.05 3607.71 2988.07 2625.74 1283.78 1866.56 1198.09 1432.43 1124.9 306.577 818.322 556.409 902.982 500.093 1826.86 282.818 795.806 1780.85 1327.46 425.797 internal_count=734512 167347 567165 52517 114830 65707 501458 34154 52053 7531 18363 26623 15144 100233 22938 16409 8200 6718 6902 2215 4687 2862 13654 9471 10067 1996 12422 16556 11303 2103 is_linear=0 shrinkage=0.01 Tree=284 num_leaves=31 num_cat=0 split_feature=10 1 10 1 10 1 10 10 10 1 10 1 10 10 1 1 0 10 10 10 1 1 10 1 10 1 1 1 0 1 split_gain=4128.2 813.215 344.733 258.496 211.253 182.49 175.111 149.809 238.693 175.318 140.393 139.896 129.396 119.922 176.907 116.604 99.6464 94.1953 71.7338 56.1872 56.1587 91.4779 72.1398 58.1871 55.7268 49.8237 65.3638 45.8554 75.0245 57.2209 threshold=2.9850000000000008 -361.49999999999994 4.0850000000000009 -8.4999999999999982 4.995000000000001 -2.4999999999999996 2.9850000000000008 9.8950000000000014 5.5950000000000006 -71.499999999999986 4.9850000000000012 -60.499999999999993 2.9850000000000008 6.4350000000000014 -8.4999999999999982 -52.499999999999993 1.0000000180025095e-35 8.1200000000000028 3.5950000000000002 8.2000000000000011 -287.49999999999994 -123.49999999999999 6.3350000000000009 -87.499999999999986 6.7350000000000012 -64.499999999999986 -65.499999999999986 -189.49999999999997 1.0000000180025095e-35 -208.49999999999997 decision_type=10 10 10 8 10 8 8 10 10 10 10 10 8 10 10 10 2 10 10 10 10 10 10 10 10 10 10 10 2 10 left_child=1 12 5 7 10 -2 -3 8 -4 20 -5 -11 -1 -6 17 19 25 24 -7 -13 22 27 -10 -23 -15 26 -8 28 29 -22 right_child=2 6 3 4 13 18 16 -9 9 11 -12 15 -14 14 -16 -17 -18 -19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 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60.163349650800228 228.32637256942689 510.67882985807955 874.66581293195486 128.10454943217337 519.48145906813443 33.056388601660728 563.08891276177019 306.65612691268325 316.30607663467526 667.42358159739524 86.281354054808617 383.16879624128342 378.11597951501608 484.69116211589426 125.75703312270343 126.5929361609742 leaf_count=38634 52112 25539 281441 29493 55176 14309 5260 26827 10318 11809 1760 4561 37371 1051 15534 11376 9837 1662 7511 443 22501 6801 5340 20237 3399 4181 4677 20792 1728 2832 internal_value=0 0.00560622 -0.0024058 -0.00304087 -0.00538881 0.000111533 0.00223589 -0.00240151 -0.00220976 -0.00031073 -0.00250762 0.00250329 0.00823922 -0.00737829 -0.00309503 -0.000732421 0.00421772 0.00231389 0.00262158 -0.00742388 -0.00172764 -0.00246863 0.0008639 -0.000151565 -0.00316447 0.00239348 0.00105177 -0.00420462 -0.00275672 -0.00405195 internal_weight=0 9163.96 21563.6 17219.5 3685.44 4344.1 4019.22 13534.1 13099 4396.99 1505.36 1472.53 5144.74 2180.08 502.876 700.523 2113.72 274.549 1737.8 189.844 2924.46 2274.21 650.255 974.08 146.445 1239.06 855.888 1300.13 815.439 689.682 internal_count=734512 125499 609013 535081 108075 73932 49494 427006 400179 118738 31253 28189 76005 76822 21646 16380 23955 6112 21820 5004 90549 74891 15658 27038 4450 14118 9937 47853 27061 25333 is_linear=0 shrinkage=0.01 Tree=285 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 11 10 11 2 10 11 11 10 10 3 10 10 10 10 11 2 10 3 38 0 2 10 11 38 split_gain=15819.8 2707.22 828.038 262.77 111.186 79.4411 73.1785 66.0275 45.3834 43.3972 41.4242 33.7765 27.5941 26.6469 22.7153 16.2282 16.2072 18.1704 16.0201 15.5391 14.4846 14.3918 14.0466 13.7778 13.2279 12.4147 12.1877 17.8002 12.2768 12.0038 threshold=0.007890905253589103 0.99188911914825451 0.00014531796477960005 0.49114476144313818 0.99991196393966686 5.4750000000000005 6.1522598571173157e-06 5.4450000000000012 0.00077296534436750014 0.80104166666666676 9.0500000000000025 0.12629276514053342 0.85901859402656566 5.8950000000000005 3.0150000000000001 0.94469928644240586 5.535000000000001 5.6250000000000009 5.5050000000000008 6.0550000000000006 0.0012464885949156502 0.7003401360544218 6.1150000000000011 0.99147117657755979 1.0000000180025095e-35 1.0000000180025095e-35 0.31296641791044782 6.4350000000000014 0.023589946329593603 1.0000000180025095e-35 decision_type=2 2 2 2 2 8 2 8 2 2 8 2 2 8 10 2 8 8 10 8 2 2 10 2 2 2 2 8 2 2 left_child=2 3 6 7 14 8 -1 11 -4 15 12 29 -5 -8 -3 16 18 -18 -9 25 -7 -22 -11 -17 -14 -19 28 -28 -21 -2 right_child=1 4 5 10 -6 20 13 9 -10 22 -12 -13 24 -15 -16 23 17 19 -20 26 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0099237155106790646 -0.00076736593382936496 0.0095658856642574473 -0.0062658739215172045 0.0030193771856682982 0.010833895068048816 -0.0024333753431670627 -0.0084408345786840498 0.0039359634339632124 -0.0034415571302200201 -0.0008503510878228028 0.0074853619067942146 0.0012413420135436177 0.0048250690415935892 -0.0057352479070548147 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85723 431 25102 476 3219 8047 8293 14510 8200 505 511 1175 188 437 4302 886 153 531 133 208 293 1563 1060 66 internal_value=0 0.00640345 -0.00805727 0.00227817 0.0102545 -0.00364706 -0.00943731 0.000788139 -0.00461872 0.00276781 0.0044216 0.000100953 0.00402087 -0.00798544 0.00807728 0.00339088 0.00283506 0.00246179 0.00752182 0.00285658 -0.00112568 0.000102317 -0.00280135 0.00598664 0.00494431 0.00537709 0.00208524 0.00334663 0.000506425 -0.000721119 internal_weight=0 17041.1 13605 8227.55 8813.51 3242.59 10362.4 4853.54 2340.6 1250.65 3374.01 3602.9 2983.74 2600.4 1852.58 1124.8 926.432 858.091 68.3413 799.264 901.995 465.173 125.842 198.371 1552.37 187.282 611.982 340.188 271.794 2093.65 internal_count=734512 167347 567165 52517 114830 65707 501458 34154 52053 7531 18363 26623 15144 100233 16409 6902 5866 5247 619 4736 13654 5188 629 1036 8426 1383 3353 1856 1497 18576 is_linear=0 shrinkage=0.01 Tree=286 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 47 10 47 11 47 10 10 11 10 10 11 4 10 10 10 10 10 47 10 10 10 10 5 6 6 split_gain=15602.9 2697.52 828.551 258.277 112.491 109.686 112.651 88.9496 68.6898 53.3979 84.6705 49.974 46.8972 34.9201 38.7869 33.7479 29.6528 54.0845 25.9006 23.8606 23.8135 22.9566 61.4631 30.1232 32.8906 25.2039 22.2559 21.5551 26.9028 22.9699 threshold=0.007890905253589103 0.99188911914825451 0.00013046689127800003 0.49114476144313818 0.99991196393966686 1.0000000180025095e-35 5.6550000000000011 1.0000000180025095e-35 6.1522598571173157e-06 1.0000000180025095e-35 1.3650000000000004 7.2950000000000008 0.0009053001122083001 2.5250000000000004 2.5650000000000004 0.85901859402656566 20.500000000000004 5.2150000000000007 5.8950000000000005 3.6950000000000007 2.9250000000000003 3.0150000000000001 1.0000000180025095e-35 6.4350000000000014 5.8750000000000009 6.1150000000000011 5.5250000000000012 2.5000000000000004 107.50000000000001 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 8 2 2 2 10 8 2 10 10 2 8 10 8 8 10 10 2 10 10 10 8 10 2 2 left_child=2 3 8 5 21 6 20 11 -1 10 -5 -4 26 -7 -15 -11 17 -16 -10 -14 -2 -3 23 24 -23 -24 -9 28 29 -18 right_child=1 4 7 9 -6 13 -8 12 18 15 -12 -13 19 14 16 -17 27 -19 -20 -21 -22 22 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0099185243644519111 -0.00018317162049746524 0.0095435103772381451 -0.0069761952857640202 0.0082266017618342711 0.01082164233319052 -0.00061962665833142894 0.0043998331063310461 -0.0051851230034128618 -0.0084681228742558515 0.0040579726653081115 0.0014573005359133299 0.0023619340815986605 -0.0036477599977774782 0.012576831705645258 -0.0050245987298737195 0.0065656002597199179 0.0019419293213709863 0.0025004672286863391 -0.005746780927092905 -0.00063640500486672924 -0.0034526791275471891 0.0030735302354900095 0.010315719772843009 0.0099112895592248194 -0.016235355318579954 0.0067818086956398481 -0.0019829333365487677 -0.00018848771607471817 -0.00054498053178206091 0.004163549379909373 leaf_weight=7688.7527871439233 289.42817233502865 654.88407783955336 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3.7850000000000006 -8.4999999999999982 4.995000000000001 6.4350000000000014 -8.4999999999999982 4.9850000000000012 2.9850000000000008 0.025978407557354904 -10.499999999999998 5.4850000000000012 -71.499999999999986 -60.499999999999993 1.0000000180025095e-35 1.5000000000000002 8.4000000000000021 -12.499999999999998 -56.499999999999993 5.5000000000000009 17.500000000000004 23.500000000000004 -64.499999999999986 -65.499999999999986 0.14226190476190473 0.3322510822510823 0.34794619264953158 decision_type=10 8 2 10 8 10 8 10 10 10 10 8 2 8 10 10 10 2 2 10 8 10 10 2 10 10 10 2 2 2 left_child=1 4 5 20 -1 13 14 10 -9 -10 -8 -3 -5 -2 17 19 -17 24 -19 -16 -4 22 -18 -12 -7 26 -6 -28 -29 -30 right_child=2 11 3 12 25 6 7 8 9 -11 23 -13 -14 -15 15 16 21 18 -20 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31 leaf_value=3.9761790729841265e-05 -0.0011026433008960964 0.0067952881566292625 -0.0030473806524362341 -4.6953264772678013e-06 0.0047679612927217377 -0.0043507903592390085 -0.0027961866292126854 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263110 88319 19645 174791 150567 68674 22722 9062 1469 1539 24224 24131 14671 4901 4582 3045 is_linear=0 shrinkage=0.01 Tree=288 num_leaves=31 num_cat=0 split_feature=6 1 1 6 5 1 3 3 1 1 1 5 2 3 3 6 1 2 5 1 5 2 5 5 2 3 3 5 2 3 split_gain=1361.06 548.078 369.295 208.14 176.654 114.074 92.8344 81.2218 79.345 72.9146 93.6551 67.913 57.3095 56.3397 75.1754 55.4566 54.8929 76.4036 47.3562 46.2871 43.2353 42.9718 39.7786 57.5743 42.3549 52.7095 57.4292 40.7917 39.4434 39.1611 threshold=1.5000000000000002 -1.0000000180025095e-35 -126.49999999999999 31.500000000000004 2.5000000000000004 -111.49999999999999 0.69268849961919277 0.974521259331386 -8.4999999999999982 -66.499999999999986 -59.499999999999993 3.5000000000000004 0.035929432013769351 0.90844616376531284 0.50117370892018787 160.50000000000003 -10.499999999999998 1.0000000180025095e-35 3.5000000000000004 -9.4999999999999982 1.5000000000000002 0.71068484464172488 2.5000000000000004 5.5000000000000009 0.48581488933601619 0.48850422832980972 0.25018968133535663 1.5000000000000002 0.20091743119266059 0.87439320388349528 decision_type=2 8 8 2 10 10 2 2 10 8 8 10 2 2 2 2 8 2 10 10 8 2 10 10 2 2 2 10 2 2 left_child=1 11 15 8 5 -5 22 19 9 12 29 13 -4 14 -1 21 17 -12 -18 -7 -15 -2 24 -24 27 26 -26 -3 -20 -11 right_child=2 6 3 4 -6 7 -8 -9 -10 10 16 -13 -14 20 -16 -17 18 -19 28 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0011878332726364472 -0.0045738492313228303 0.0046089905664241293 0.0020265033282863502 0.00010042368920336843 -0.0075271116830569786 -0.0033584443857501314 0.0013869990864615403 0.0024499551944419553 -0.0083953895384539633 0.0027186672304877102 0.0030562106948842662 -0.0027799486053200666 -0.0027190465612287468 0.0015441846313119026 -0.0010249234570882586 -0.0073504420711706757 0.0014235030227752121 -0.0026405326249551537 0.0024512760718663033 -0.0092496644502875723 0.0060688113069449628 -0.00069774340835628435 -0.0020907211550563816 0.0083349355846094823 0.0064092483798692292 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3.06469e-05 0.000178765 0.000793864 0.000602771 -0.00171859 0.000828748 0.000539113 -0.00473686 0.000135107 -0.00143626 0.00103738 -0.00367013 0.0031645 -0.00419516 0.00505703 0.00114726 0.00526 0.00604059 0.00487542 0.00412133 -0.00394919 0.00380711 internal_weight=0 14696 15510.7 11593.7 5236.15 4582.97 5811.74 2897.68 6357.53 6247.71 4718.14 8884.28 1529.56 8327.94 7409.2 3917 3871.71 1412.22 2459.49 2661.6 918.747 3244.52 5012.62 247.381 4765.24 2827.16 1635.92 1938.08 176.76 846.434 internal_count=734512 256716 477796 323009 177708 140632 97365 100934 145301 138399 95953 159351 42446 146102 134195 154787 81658 34630 47028 96417 11907 122375 83752 4542 79210 47186 27182 32024 5292 14295 is_linear=0 shrinkage=0.01 Tree=289 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 11 11 11 11 1 1 5 3 4 1 2 1 0 4 4 2 3 2 1 5 3 3 5 split_gain=15286.4 2668.2 829.297 310.936 195.224 126.926 113.306 88.6907 69.2935 54.0856 53.0149 26.0447 173.109 27.4983 23.457 46.9322 23.3687 21.6038 20.1666 19.0328 20.7652 17.689 21.2041 17.6197 17.2821 16.8837 16.3593 17.5548 15.917 15.4643 threshold=0.007890905253589103 0.99188911914825451 0.00013046689127800003 -1.0000000180025095e-35 0.76014459133148204 -4.4999999999999991 0.99991196393966686 0.49114476144313818 6.1522598571173157e-06 0.1800593510270119 0.0009053001122083001 -57.499999999999993 -56.499999999999993 3.5000000000000004 0.38119783996072654 21.500000000000004 -8.4999999999999982 0.87596153846153857 -348.49999999999994 1.0000000180025095e-35 16.500000000000004 19.500000000000004 0.71480709071949955 0.93763888888888902 0.55500550055005515 -70.499999999999986 1.5000000000000002 0.8185736677115989 0.19895833333333332 2.5000000000000004 decision_type=2 2 2 8 2 8 2 2 2 2 2 8 8 10 2 8 8 2 10 2 8 10 2 2 2 10 10 2 2 10 left_child=2 3 8 4 9 10 11 -5 -1 14 -4 13 28 -3 15 -2 -14 19 -10 20 -9 22 25 29 -21 -11 27 -12 -13 -6 right_child=1 6 5 7 23 -7 -8 17 18 21 26 12 16 -15 -16 -17 -18 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 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96.096293903887272 1710.4442338757217 757.27525178343058 622.26617795228958 67.829952582716942 1721.849080032669 234.55949948728085 537.84423817694187 1774.5570911765099 21.220817618072033 221.18726829439402 17.910920262336731 60.862661421298981 424.11118947155774 183.65938047133386 5.8378932103514662 192.08262751996517 leaf_count=401225 785 5915 31013 10486 6516 14432 98421 198 25468 594 12703 72 2285 843 12935 4599 7259 506 72207 1739 3443 7987 95 1247 113 269 7617 2500 35 1005 internal_value=0 0.00632401 -0.00800919 0.00224265 0.0033391 -0.00365495 0.0102103 -0.00121355 -0.00943664 0.00227189 -0.00269247 0.00799988 0.00686283 0.00925342 0.00131646 -2.12878e-05 0.00749102 0.00113729 -0.00798374 0.000687477 -0.000332038 0.00351093 0.000799131 0.00627585 0.00297029 0.00184047 -0.00143541 -0.000770338 -0.0218974 0.00587197 internal_weight=0 16822 13342.5 8205.09 6228.99 3294.15 8616.95 1976.1 10048.3 4568.73 2655.67 1827.27 958.153 869.112 2579.58 869.134 937.673 885.611 2474.31 817.781 565.311 1989.15 214.591 1660.27 252.47 193.37 1482.31 1058.2 20.481 1439.08 internal_count=734512 167347 567165 52517 36032 68265 114830 16485 498900 27264 53833 16409 9651 6758 18319 5384 9544 5999 97675 5493 3641 8945 958 8768 1852 863 22820 15203 107 7521 is_linear=0 shrinkage=0.01 Tree=290 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 1 11 10 11 11 11 10 10 10 5 10 3 5 1 10 11 10 1 1 10 1 10 10 5 split_gain=15076.1 2658.4 829.841 304.811 355.653 192.642 125.909 114.658 83.4904 69.8184 53.055 52.4338 51.3998 34.8629 30.8111 30.6328 26.6405 31.9193 30.0036 40.1605 26.5847 26.3455 26.1506 25.8636 169.466 43.6102 80.0258 41.7415 34.331 27.3542 threshold=0.007890905253589103 0.99188911914825451 0.00013046689127800003 -1.0000000180025095e-35 2.3750000000000004 0.76014459133148204 -4.4999999999999991 0.99991196393966686 3.9650000000000003 6.1522598571173157e-06 0.1800593510270119 0.0012464885949156502 8.2700000000000014 5.7950000000000008 3.4550000000000005 5.5000000000000009 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2174 2522 1387 14159 34 6579 1404 875 73 686 843 internal_value=0 0.00628866 -0.00798953 0.00222136 -0.00120264 0.00330687 -0.00363004 0.0101912 -0.0037442 -0.00942701 0.00224815 -0.00267192 -0.00763206 -0.00606343 0.00347541 0.00193551 0.00130235 0.00297196 0.00404443 0.00572136 0.00588591 -0.00126679 -0.00796352 0.00796255 0.00682709 0.00745391 0.00526609 -0.0215249 0.00122684 0.00921579 internal_weight=0 16748 13242.1 8200.94 1974.1 6226.84 3283.66 8547.11 1453.1 9958.48 4570.79 2649.38 634.286 750.507 1989.38 50.7996 2581.41 697.467 557.382 366.119 521.001 702.589 2455.89 1817.53 953.568 932.942 460.945 20.6262 237.629 863.962 internal_count=734512 167347 567165 52517 16485 36032 68265 114830 12648 498900 27264 53833 14432 8544 8945 378 18319 5279 4490 2660 3837 4104 97675 16409 9651 9544 2965 107 1561 6758 is_linear=0 shrinkage=0.01 Tree=291 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 1 11 10 11 11 11 10 10 10 1 5 10 10 10 10 11 10 1 1 10 1 10 10 5 split_gain=14870 2647.89 830.288 298.661 349.607 190.093 124.965 115.764 82.4636 70.3339 52.0257 51.827 50.8824 34.4051 30.3963 36.1401 29.8409 26.3592 26.1871 26.0265 25.8929 25.8486 25.7159 25.5849 166.114 43.6841 79.1253 40.3955 33.7612 27.2111 threshold=0.007890905253589103 0.99188911914825451 0.00013046689127800003 -1.0000000180025095e-35 2.3750000000000004 0.76014459133148204 -4.4999999999999991 0.99991196393966686 3.9650000000000003 6.1522598571173157e-06 0.1800593510270119 0.0009053001122083001 8.2700000000000014 5.7950000000000008 2.5250000000000004 -79.499999999999986 5.5000000000000009 2.3750000000000004 5.8950000000000005 5.2150000000000007 5.1250000000000009 0.6303343176841737 3.6950000000000007 -57.499999999999993 -56.499999999999993 3.0150000000000001 -8.4999999999999982 5.8750000000000009 4.0250000000000012 3.5000000000000004 decision_type=2 2 2 8 10 2 8 2 10 2 2 2 8 10 10 10 8 8 8 10 8 2 8 8 8 10 8 10 10 10 left_child=2 3 9 5 17 10 11 23 21 -1 19 20 -8 -10 15 -12 -15 -5 -11 -2 -4 -6 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1968.66 6225.2 3273.15 8477.22 1449.36 9869.43 4573.29 2643.17 629.978 747.371 1989.93 216.153 50.8178 519.299 2437.59 2583.35 1164.58 701.992 1478.59 1807.27 948.427 927.693 459.438 20.7337 237.336 858.842 internal_count=734512 167347 567165 52517 16485 36032 68265 114830 12648 498900 27264 53833 14432 8544 8945 1045 378 3837 97675 18319 31013 4104 22820 16409 9651 9544 2965 107 1561 6758 is_linear=0 shrinkage=0.01 Tree=292 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 2 10 10 3 3 3 10 3 10 3 38 2 2 10 3 2 3 10 10 4 10 2 10 4 10 split_gain=3705.89 308.215 210.762 158.631 276.433 168.82 77.4993 64.8173 66.3203 59.7455 115.292 58.2086 92.8999 57.6047 56.5133 55.1078 54.5056 52.9811 52.6228 63.2317 49.2615 61.5178 38.2435 37.8676 35.1191 34.8516 42.8193 34.8311 33.6909 33.4637 threshold=2.9850000000000008 4.0850000000000009 1.3650000000000004 5.5950000000000006 9.8950000000000014 1.0000000180025095e-35 6.2750000000000012 4.995000000000001 0.39484741264927026 0.92705099778270517 0.90844616376531284 4.9850000000000012 0.72792207792207797 8.1200000000000028 0.22257107971393683 1.0000000180025095e-35 0.93063352044907788 0.05594679186228476 8.7300000000000022 0.96190130624092907 0.6401754385964914 0.68096607245543428 2.6550000000000007 6.1150000000000011 20.500000000000004 3.5650000000000004 1.0000000180025095e-35 7.995000000000001 27.500000000000004 8.2700000000000014 decision_type=10 10 10 10 10 2 10 10 2 2 2 10 2 10 2 2 2 2 10 2 2 2 10 10 10 10 2 10 10 10 left_child=2 25 -1 5 6 15 16 11 -9 10 13 24 -13 14 -8 28 17 23 29 -20 21 -16 -4 -5 -7 -2 -27 -22 -3 -11 right_child=1 3 22 4 -6 7 9 8 -10 18 -12 12 -14 -15 20 -17 -18 -19 19 -21 27 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0068139554472115465 0.00080656874315678331 -0.0040625672560148894 0.0045208057231482038 0.0018186632956155083 -0.0075575522691489596 -0.0062945580675319978 0.0039476258438532665 -0.0028340871294113084 -0.0055699695148225814 -0.0018215307443573822 0.0095859553703809882 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73932 32467 8516 33424 10425 is_linear=0 shrinkage=0.01 Tree=293 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 1 11 10 11 10 11 10 11 10 1 1 6 5 10 10 5 10 1 1 10 1 10 10 6 split_gain=14617.2 2628.29 829.259 294.564 339.281 187.523 123.833 116.71 80.206 70.8395 52.6099 51.1336 49.8651 47.307 33.9346 33.0256 33.2582 32.6065 29.0784 26.1784 26.0479 26.0045 25.821 25.4088 162.964 43.2083 78.1302 39.0637 32.9464 28.9652 threshold=0.007890905253589103 0.99188911914825451 0.00013046689127800003 -1.0000000180025095e-35 2.3750000000000004 0.76014459133148204 -4.4999999999999991 0.99991196393966686 3.9650000000000003 6.1522598571173157e-06 2.5250000000000004 0.0012464885949156502 8.2700000000000014 0.1800593510270119 5.7950000000000008 -89.499999999999986 -146.49999999999997 158.50000000000003 5.5000000000000009 2.3750000000000004 5.8950000000000005 3.5000000000000004 2.5650000000000004 -57.499999999999993 -56.499999999999993 3.0150000000000001 -8.4999999999999982 5.8750000000000009 4.0250000000000012 317.50000000000006 decision_type=2 2 2 8 10 2 8 2 10 2 10 2 8 2 10 10 10 2 8 8 8 10 10 8 8 10 8 10 10 2 left_child=2 3 9 5 19 10 11 23 17 -1 15 -4 -8 21 -10 16 -2 -6 -16 -5 -11 22 -12 29 27 -26 -27 -25 -28 -3 right_child=1 7 6 4 8 -7 12 -9 14 20 13 -13 -14 -15 18 -17 -18 -19 -20 -21 -22 -23 -24 24 25 26 28 -29 -30 -31 leaf_value=-0.0098943389037090303 -0.00089047065320583803 0.0093702469343062925 -0.003989364041271851 0.0030227274453772019 -0.0019073731547148826 0.0061417156747001931 -0.0082695011804870128 0.010767410580385389 -0.006553699576294994 -0.0083896996196321655 0.012511476275700388 -0.0012030246010446711 0.0040333516322623537 0.0038467732259990089 -0.001295449149540939 0.00062859476477133351 -0.011669584111411691 0.0059102107833969245 0.019748137592817232 0.0076150285319491742 -0.0056240777341616498 -0.0024326832306827816 0.0018181642841077832 0.0056692673925328807 0.0095402433508541568 0.0094848597348415227 0.0054996217389293592 -0.027965484379580109 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threshold=2.9850000000000008 -1.0000000180025095e-35 4.0850000000000009 -8.4999999999999982 4.995000000000001 0.091553836234687255 0.21483516483516482 2.9850000000000008 -2.4999999999999996 4.9850000000000012 2.5000000000000004 6.4750000000000005 2.9850000000000008 2.5000000000000004 5.8550000000000013 0.088365434669442952 1.0000000180025095e-35 -68.499999999999986 0.74478940512375169 3.5950000000000002 1.0000000180025095e-35 0.010811126694717151 9.8950000000000014 0.05594679186228476 0.13660287081339714 -64.499999999999986 -65.499999999999986 0.3322510822510823 0.34794619264953158 1.0000000180025095e-35 decision_type=10 8 10 8 10 2 2 8 8 10 10 10 8 10 10 2 2 10 2 10 2 2 10 2 2 10 10 2 2 2 left_child=1 7 8 5 9 15 -7 -1 21 -5 -6 -12 -3 14 20 22 24 -17 -11 -10 -8 -2 23 29 -9 26 -26 -28 -29 -4 right_child=2 12 3 4 10 6 13 16 19 18 11 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31 leaf_value=-1.1165656815963428e-05 0.0015182837599110014 0.0066437839331312358 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263.399 2813.51 internal_count=734512 125499 609013 535081 108075 427006 351592 49938 73932 31253 76822 13954 75561 332445 244164 75414 24131 4082 1760 21820 208949 52112 71332 64264 14273 10782 8244 4484 2984 54507 is_linear=0 shrinkage=0.01 Tree=295 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 1 11 10 11 10 11 10 11 10 1 1 6 10 10 10 10 1 1 10 1 10 10 6 6 split_gain=14359.4 2605.08 829.899 292.316 327.927 184.75 123.11 117.484 76.6322 71.4645 53.0504 50.602 48.6482 46.3427 33.6639 32.3465 32.6209 31.9135 26.0062 25.9294 25.9147 25.6611 25.3841 159.804 42.649 77.0716 37.8326 31.8362 28.5541 25.1129 threshold=0.007890905253589103 0.99188911914825451 0.00013046689127800003 -1.0000000180025095e-35 2.3750000000000004 0.76014459133148204 -4.4999999999999991 0.99991196393966686 3.9650000000000003 6.1522598571173157e-06 2.5250000000000004 0.0009053001122083001 8.2700000000000014 0.1800593510270119 5.7950000000000008 -89.499999999999986 -146.49999999999997 158.50000000000003 5.8950000000000005 3.6950000000000007 2.3750000000000004 5.1250000000000009 -57.499999999999993 -56.499999999999993 3.0150000000000001 -8.4999999999999982 5.8750000000000009 4.0250000000000012 317.50000000000006 450.50000000000006 decision_type=2 2 2 8 10 2 8 2 10 2 10 2 8 2 10 10 10 2 8 8 8 8 8 8 10 8 10 10 2 2 left_child=2 3 9 5 20 10 11 22 17 -1 15 21 -8 -12 -10 16 -2 -6 -11 -13 -5 -4 28 26 -25 -26 -24 -27 -3 -7 right_child=1 7 6 4 8 29 12 -9 14 18 13 19 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 25 27 -28 -29 -30 -31 leaf_value=-0.0098877969050737129 -0.00090742918890556498 0.0093369446433282776 -0.0054201658965019788 0.0029369973256095222 -0.0019311339157359973 0.0062385373249985712 -0.0082438716035428111 0.010753458111759344 -0.006487874394754508 -0.0083670780470873948 0.0016456351893484838 -0.0035849341876312735 0.0038734628258282927 0.0038252430411000482 0.0019599934074818167 0.00059447134957156262 -0.011586266826995031 0.0057965187946573118 -0.0055943507026275201 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141.295 177.761 133.383 119.03 112.355 98.6278 97.4299 126.42 125.34 113.879 91.9955 88.693 97.6525 87.6366 81.4133 80.8259 80.6972 65.95 63.3235 60.8064 57.3228 70.0692 threshold=2.9850000000000008 -361.49999999999994 33.500000000000007 4.1150000000000011 2.9850000000000008 2.9850000000000008 3.7850000000000006 -8.4999999999999982 4.995000000000001 6.4350000000000014 -8.4999999999999982 4.9850000000000012 0.025978407557354904 -10.499999999999998 5.3350000000000009 27.500000000000004 1.5000000000000002 8.4000000000000021 1.0000000180025095e-35 -144.49999999999997 -60.499999999999993 -56.499999999999993 -14.499999999999998 5.5000000000000009 15.500000000000002 -239.49999999999997 17.500000000000004 8.3400000000000016 -142.49999999999997 5.995000000000001 decision_type=10 10 2 10 8 8 10 8 10 10 10 10 2 8 10 8 10 10 2 10 10 10 8 10 2 10 2 10 10 10 left_child=1 5 6 22 -3 -1 13 14 11 -10 -11 -9 -5 -2 15 -8 -17 19 -6 25 28 23 -4 -22 -19 -16 -13 -27 -21 -30 right_child=2 4 3 12 18 -7 7 8 9 10 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188.58626176044345 89.049830581061542 19.189093826338649 4146.6521397363394 1058.9847195316106 855.24145949352533 2952.1118341330439 1436.2942701987922 394.22873050905764 827.8854561522603 87.224996918812394 98.268673993647099 555.14599769096822 404.85054337792099 20.681729393079877 238.41300492547452 564.64380998257548 99.481518611311913 39.479475028812885 639.28628687839955 724.18452390562743 leaf_count=38634 25775 25539 16919 7074 14118 37371 38576 25443 33716 2713 6396 533 207180 13345 20691 68412 46359 18908 9837 776 1793 12655 5803 378 7751 19788 1006 358 15432 11233 internal_value=0 0.00531284 -0.00225529 -0.00471093 0.00203491 0.00798142 -0.00136602 -0.00176341 -0.00405581 -0.00631595 0.000840644 -0.00181097 -0.0056377 0.000584257 -0.00110768 -0.00198211 -0.00121391 3.67763e-05 0.00391265 0.0007272 0.00203089 -0.00111404 -0.00054955 -0.00890341 -0.00387474 -0.00117094 0.00776938 -0.00370028 0.00349225 0.00298947 internal_weight=0 8629.98 20529.8 5457.99 3872.83 4757.15 15071.8 12520.6 2784.87 1387.7 277.636 1397.17 4463.86 2551.2 9735.77 5518.97 4388.41 4216.8 2019.04 3584.16 2124.79 674.096 994.136 118.95 632.642 1459.36 118.671 604.123 1450.7 1363.47 internal_count=734512 125499 609013 236976 49494 76005 372037 332917 69807 42825 9109 26982 214254 39120 263110 153347 114771 109763 23955 83104 42267 14826 22722 2171 26659 40837 1539 20146 27441 26665 is_linear=0 shrinkage=0.01 Tree=297 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 11 11 5 6 5 5 6 5 2 6 6 2 6 4 11 2 11 2 2 6 2 2 11 split_gain=14105.2 2581.81 830.07 237.161 118.202 72.056 62.1767 35.5126 35.4672 22.4153 46.3866 17.5824 16.5916 13.7798 13.1364 11.7206 11.0973 10.1884 12.6784 14.5143 11.2134 10.0648 9.77143 10.7753 9.68475 17.924 11.3973 9.671 9.63257 10.3812 threshold=0.007890905253589103 0.99188911914825451 0.00013046689127800003 0.49114476144313818 0.99991196393966686 6.1522598571173157e-06 0.0012464885949156502 0.85901859402656566 0.12629276514053342 2.5000000000000004 63.500000000000007 2.5000000000000004 1.5000000000000002 45.500000000000007 1.5000000000000002 0.52016260162601646 36.500000000000007 1.0000000180025095e-35 0.53365695792880274 35.500000000000007 28.500000000000004 3.4519272958277731e-05 0.72771403353927633 0.99641901254653942 0.49882629107981225 0.37943619431160336 2.5000000000000004 0.85215543412264727 0.16291708796764406 0.0009053001122083001 decision_type=2 2 2 2 2 2 2 2 2 8 2 10 10 2 10 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 left_child=2 3 5 8 9 -1 28 11 12 -3 22 15 17 16 -8 -5 -9 -2 19 24 -21 -7 -11 -24 25 26 -19 -16 29 -4 right_child=1 4 6 7 -6 21 14 13 -10 10 -12 -13 -14 -15 27 -17 -18 18 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0098811886927705258 -0.00038544898087614126 0.0082038647755248613 -0.0041713720360515606 0.0040145515352028585 0.010739204967936884 -0.0084112037157076571 -0.0014792802173857202 0.0054073546752885808 0.001766657861139435 0.0073662925903933809 -0.01191817339130836 -2.9907236065810566e-05 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leaf_count=401225 5445 14936 8231 5217 98421 60922 16027 9157 10535 933 71 777 7669 1177 7805 1815 220 1032 2665 897 2042 36753 42 427 1210 701 1958 198 34877 1127 internal_value=0 0.00613941 -0.00789458 0.00215564 0.010108 -0.00938055 -0.00351542 0.00421373 0.000741645 0.00781875 0.00452656 0.00312968 2.53514e-05 0.00520079 -0.00205997 0.0034815 0.00556261 0.000481737 0.0010424 0.00159668 -0.000235519 -0.00786937 0.00605004 0.00166912 0.0024111 0.00169507 0.00248774 -0.00353069 -0.00483727 -0.00353844 internal_weight=0 16330.1 12756 8149.51 8180.59 9524.2 3231.81 3318.85 4830.66 1767.96 185.153 1581.72 2843.55 1737.14 1538.17 1423.24 1491.06 2095.51 1272.68 972.698 299.317 2370.09 169.454 39.1502 673.381 496.419 422.837 435.406 1693.64 427.028 internal_count=734512 167347 567165 52517 114830 498900 68265 18363 34154 16409 1473 7809 23619 10554 24030 7032 9377 15950 10505 7840 2939 97675 1402 469 4901 3691 2990 8003 44235 9358 is_linear=0 shrinkage=0.01 Tree=298 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 1 11 10 11 10 11 10 11 10 1 1 5 10 10 10 10 1 1 10 1 10 10 5 5 split_gain=13910.1 2571.77 830.365 290.683 316.858 179.76 122.694 119.532 73.0648 72.5795 53.3151 49.4054 47.6177 44.4922 33.1988 31.6545 31.9922 28.2436 26.1521 25.6959 25.6942 25.4524 25.3668 155.997 42.6082 76.5245 36.3571 30.9567 27.3503 25.1104 threshold=0.007890905253589103 0.99188911914825451 0.00013046689127800003 -1.0000000180025095e-35 2.3750000000000004 0.76014459133148204 -4.4999999999999991 0.99991196393966686 3.9650000000000003 6.1522598571173157e-06 2.5250000000000004 0.0009053001122083001 8.2700000000000014 0.1800593510270119 5.7950000000000008 -89.499999999999986 -146.49999999999997 5.5000000000000009 5.8950000000000005 3.6950000000000007 2.3750000000000004 5.1250000000000009 -57.499999999999993 -56.499999999999993 3.0150000000000001 -8.4999999999999982 5.8750000000000009 4.0250000000000012 3.5000000000000004 3.5000000000000004 decision_type=2 2 2 8 10 2 8 2 10 2 10 2 8 2 10 10 10 8 8 8 8 8 8 8 10 8 10 10 10 10 left_child=2 3 9 5 20 10 11 22 -6 -1 15 21 -8 29 -10 16 -2 -16 -11 -13 -5 -4 28 26 -25 -26 -24 -27 -3 -12 right_child=1 7 6 4 8 -7 12 -9 14 18 13 19 -14 -15 17 -17 -18 -19 -20 -21 -22 -23 23 24 25 27 -28 -29 -30 -31 leaf_value=-0.0098759211844640215 -0.00093046768465473398 0.0096818213951555907 -0.0053587884013795405 0.0028317814052071792 -0.0013402488712155401 0.0060358701501848615 -0.0082090269353534209 0.010727684605551385 -0.0064380087045482516 -0.0083278393493245069 0.0019318436338562079 -0.0035398709497233612 0.0037578516027032432 0.0037794556116450858 -0.0012254905737292367 0.00055255660958727817 -0.011511170506915042 0.019494005929655077 -0.0055282889671134927 -0.00053791138462058101 0.0074153359444538974 -0.0023289234374730878 0.0055650478994374942 0.0094576532966721954 0.0093780051940392049 0.0053538508765892303 -0.027005215817142519 -0.0019745427718551264 0.0039449090144233149 -0.0023748801689507161 leaf_weight=7086.6868273606524 71.211022973060608 744.14574770629406 669.74507721140981 206.11354888230562 700.94432646408677 1635.9184204265475 577.07562135718763 6355.605233810842 681.29339942149818 1950.0611287523061 2023.1233746595681 387.53884254395962 35.284251935780048 1772.8486196398735 42.814301826059818 509.84091879427433 47.731439888477325 7.7735436335206023 402.56256677117199 1079.1047405228019 300.7645299397409 473.11403956264257 4.3137462809681919 446.52299458160996 217.83113272488117 100.60970453172922 16.677443757653236 134.96840663254261 93.547635152935982 145.09075425192714 leaf_count=401225 345 5915 19344 1315 4104 8768 14218 98421 8166 83516 14973 5553 214 7900 334 2436 228 44 14159 17267 2522 11669 34 6579 1404 875 73 686 843 1382 internal_value=0 0.00610455 -0.00787452 0.00213515 -0.0012438 0.00319129 -0.00349109 0.0100892 -0.00364772 -0.00937069 0.00217298 -0.00254576 -0.00751949 0.00260442 -0.00585765 -0.000531166 -0.00517649 0.00195836 -0.0078488 -0.00133113 0.00555151 -0.0041045 0.0077819 0.00663645 0.00726502 0.0051057 -0.0203119 0.00115524 0.00904116 0.00164365 internal_weight=0 16259.7 12661.2 8145.47 1939.7 6205.76 3221.86 8114.22 1432.83 9439.31 4569.85 2609.5 612.36 3941.06 731.881 628.783 118.942 50.5878 2352.62 1466.64 506.878 1142.86 1758.62 920.923 899.932 453.409 20.9912 235.578 837.693 2168.21 internal_count=734512 167347 567165 52517 16485 36032 68265 114830 12648 498900 27264 53833 14432 24255 8544 3009 573 378 97675 22820 3837 31013 16409 9651 9544 2965 107 1561 6758 16355 is_linear=0 shrinkage=0.01 Tree=299 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 47 10 47 11 47 10 10 11 10 10 38 11 38 10 10 10 47 10 10 10 11 18 6 10 10 split_gain=13718.7 2561.3 830.555 230.5 120.609 101.179 97.0723 84.7283 73.0998 47.1778 74.2615 45.2149 42.5452 36.7443 36.58 32.0823 32.0372 30.3265 26.1807 23.3193 22.7874 59.4426 29.1483 31.4319 24.6349 22.3636 21.7534 30.4968 22.8041 21.5161 threshold=0.007890905253589103 0.99188911914825451 0.00013046689127800003 0.49114476144313818 0.99991196393966686 1.0000000180025095e-35 5.6550000000000011 1.0000000180025095e-35 6.1522598571173157e-06 1.0000000180025095e-35 7.995000000000001 7.2950000000000008 0.0009053001122083001 2.5250000000000004 2.5650000000000004 1.0000000180025095e-35 0.85901859402656566 1.0000000180025095e-35 5.8950000000000005 3.6950000000000007 3.0150000000000001 1.0000000180025095e-35 6.4350000000000014 5.8750000000000009 6.1150000000000011 0.063380397856235463 1.0000000180025095e-35 19.500000000000004 2.3750000000000004 2.9250000000000003 decision_type=2 2 2 2 2 2 8 2 2 2 8 8 2 10 10 2 2 2 8 8 10 2 10 10 10 2 2 2 10 10 left_child=2 3 8 5 20 6 17 11 -1 10 15 -4 -9 -7 -15 26 -11 29 -10 -14 -3 22 23 -22 -23 -16 28 -28 -5 -2 right_child=1 4 7 9 -6 13 -8 12 18 16 -12 -13 19 14 25 -17 -18 -19 -20 -21 21 24 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0098706449761939725 -0.00043899859937539211 0.0093190112148091586 -0.0067599158592319807 0.0049541291355138777 0.010716250117008616 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435.66912371665239 64.63226106762886 9.123808488249777 346.94508679956198 1607.9360410198569 80.982156544923782 23.72396644949913 759.78142285346985 925.62639541924 leaf_count=401225 1348 8209 20166 878 98421 2367 1712 27364 83516 4756 1914 579 5021 167 10134 188 6090 133 14159 15135 1877 2854 411 45 3013 7957 362 102 4073 10336 internal_value=0 0.00607086 -0.00785447 0.00211543 0.0100712 0.000722865 -0.00143009 -0.00346701 -0.0093608 0.00414907 0.00255989 -0.00612907 -0.00247606 0.00169564 0.00214049 0.00148974 0.00504646 -0.00261101 -0.00782822 -0.00129346 0.00774782 0.00691847 0.00356757 0.00224454 0.00846831 0.00201133 0.0011401 0.00544536 0.000619705 -0.00281931 internal_weight=0 16187 12567.1 8139.22 8047.8 4831.08 1503.5 3211.88 9355.22 3308.14 1193.89 871.282 2340.6 3327.58 2821.86 1008.25 2114.25 1236.44 2335.31 1322.82 1748.75 1144.58 361.971 297.338 782.614 2786 970.951 104.706 866.245 1214.94 internal_count=734512 167347 567165 52517 114830 34154 13529 68265 498900 18363 7517 20745 47520 20625 18258 5603 10846 11817 97675 20156 16409 8200 2333 1922 5867 18091 5415 464 4951 11684 is_linear=0 shrinkage=0.01 Tree=300 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 11 11 11 11 1 1 1 1 2 4 2 2 0 4 4 2 2 1 2 2 4 1 1 split_gain=13529.4 2550.63 830.723 281.465 175.139 121.851 121.197 81.6069 73.6209 48.335 46.7721 25.0741 153.532 22.4501 21.0302 20.9725 18.6644 24.0123 24.9546 17.9233 20.2939 17.3153 20.8991 16.7769 16.4455 15.0695 14.7838 30.4765 25.6504 15.7527 threshold=0.007890905253589103 0.99188911914825451 0.00013046689127800003 -1.0000000180025095e-35 0.76014459133148204 0.99991196393966686 -4.4999999999999991 0.49114476144313818 6.1522598571173157e-06 0.0012464885949156502 0.1800593510270119 -57.499999999999993 -56.499999999999993 -8.4999999999999982 -348.49999999999994 0.87596153846153857 19.500000000000004 0.7003401360544218 1.0000000180025095e-35 1.0000000180025095e-35 16.500000000000004 19.500000000000004 0.71480709071949955 0.55500550055005515 -70.499999999999986 0.38913470993117016 0.92349498327759216 28.500000000000004 -57.499999999999993 -61.499999999999993 decision_type=2 2 2 8 2 2 8 2 2 2 2 8 8 8 10 2 8 2 2 2 8 10 2 2 10 2 2 10 10 10 left_child=2 3 8 4 10 11 9 -5 -1 -4 16 -3 -13 -14 -10 19 17 18 -2 20 -9 22 24 25 -12 -21 -6 28 29 -28 right_child=1 5 6 7 26 -7 -8 15 14 -11 21 12 13 -15 -16 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0098653595798398035 -0.0061820791847514572 0.0089712485263742647 -0.0038422798381191193 -0.0030879267925457295 0.0062207267473588504 0.010704899958828226 -0.0074742818941058563 0.0081087814498708825 -0.0092520421069186929 -0.0011133457851598739 0.0036079820467545516 -0.020141457913675467 0.0094213725845719784 0.0060636005768590299 -0.0071795181621110331 0.0064716029416517886 0.0015412810883432312 -0.0085237875453904859 0.0016470214330975407 0.0018911069423944201 -0.00083149679926827237 0.0036094142165995786 -0.0088214012689689942 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92.3406 88.6301 78.4644 75.7532 66.8862 60.8198 57.1252 54.731 117.507 100.047 threshold=2.9250000000000003 -361.49999999999994 30.500000000000004 3.5950000000000002 0.031331806282722509 2.9250000000000003 2.9250000000000003 3.7850000000000006 -8.4999999999999982 4.995000000000001 6.4350000000000014 -8.4999999999999982 4.9850000000000012 -14.499999999999998 -361.49999999999994 1.0000000180025095e-35 5.3350000000000009 8.4000000000000021 1.5000000000000002 -144.49999999999997 -60.499999999999993 -56.499999999999993 5.5000000000000009 5.5000000000000009 -239.49999999999997 17.500000000000004 8.3400000000000016 9.0500000000000025 7.5550000000000006 2.5000000000000004 decision_type=10 10 2 10 2 8 8 10 8 10 10 10 10 8 10 2 10 10 10 10 10 10 10 10 10 2 10 10 10 10 left_child=1 6 7 13 -5 -3 -1 14 16 12 -11 -12 -10 -4 -2 -7 18 19 -9 24 -21 22 -22 -19 -18 -14 -26 28 -6 -30 right_child=2 5 3 4 27 15 -8 8 9 10 11 -13 25 -15 -16 -17 17 23 -20 20 21 -23 -24 -25 26 -27 -28 -29 29 -31 leaf_value=0.0065317563280197577 0.002805476319112838 0.00013983219205580271 -0.0023976467289651914 0.00050340336884259289 -0.0057998135762245238 0.0020516442131263387 0.009789341631576522 -0.00084534458071122644 -0.0026452617223263236 -0.0081031648989284052 0.0055959144410652551 -0.0092016435525270092 -0.00883580969496915 0.0053368429128798148 -0.0011075315956866343 0.0063500532365231808 0.00076246570995604451 -0.0053316876964734092 -0.003958400826782422 0.0034679100317313366 -0.012823025541005005 0.00061900122705666394 0.0090041204429574095 0.0054681944110594573 -0.0045117809516655909 0.010937819276412178 0.0081344668803330199 -0.0096448062659995875 0.0056387250800630333 -0.0081316332611709018 leaf_weight=2438.8265834972262 1150.8892198782414 1671.6438311748207 385.8936944520101 366.88005998078734 3916.676040626131 1167.7755670752376 1991.9849557578564 3585.2099580913782 1240.3679219381884 1063.5838351948187 181.20642096549273 85.096791159361601 18.589114377275109 322.7373176086694 1547.5702233426273 805.76335283368826 818.38502183463424 524.77708791382611 1772.3725058520213 1400.660191623494 95.22650421410799 537.95611482858658 19.913473445922136 74.120909694582224 541.38453561253846 95.303618403151631 38.242596164345741 324.22071325499564 168.71358773112297 76.768586782738566 leaf_count=36735 14841 23079 9782 8449 187059 14118 37371 89981 25197 33228 2678 6387 533 3922 26789 9837 19803 25561 61114 26920 1721 12405 378 716 19438 999 358 26670 3635 4808 internal_value=0 0.00534625 -0.0021426 -0.00441111 -0.00521944 0.00212506 0.00799629 -0.00128956 -0.00170259 -0.00402003 -0.00630686 0.000867377 -0.00177435 0.00112493 0.000561361 0.00380661 -0.00104144 6.13222e-05 -0.00187519 0.000765125 0.00201999 -0.00108528 -0.00904802 -0.00399507 -0.00107834 0.00771045 -0.00367741 -0.00568743 -0.00537916 0.00133238 internal_weight=0 8075.99 20352.7 5561.89 4853.26 3645.18 4430.81 14790.9 12092.4 2684.15 1329.89 266.303 1354.26 708.631 2698.46 1973.54 9408.25 4050.67 5357.58 3451.77 2053.76 653.096 115.14 598.898 1398.01 113.893 579.627 4486.38 4162.16 245.482 internal_count=734512 121140 613372 244325 230621 47034 74106 369047 327417 69022 42293 9065 26729 13704 41630 23955 258395 107300 151095 81023 41424 14504 2099 26277 39599 1532 19796 222172 195502 8443 is_linear=0 shrinkage=0.01 Tree=302 num_leaves=31 num_cat=0 split_feature=10 1 6 10 6 1 10 10 3 3 0 10 1 10 1 10 10 10 10 1 1 5 1 5 1 3 5 5 3 3 split_gain=3187.81 683.849 388.733 187.022 161.554 121.337 119.5 117.189 103.951 102.678 86.9303 79.0775 96.702 78.2684 187.864 99.6057 155.496 90.5002 124.908 80.3997 80.1949 67.5584 67.4427 62.5132 60.7879 56.1266 55.8801 54.2318 51.352 50.3462 threshold=2.9250000000000003 -361.49999999999994 4.5000000000000009 3.6950000000000007 53.500000000000007 -12.499999999999998 2.9250000000000003 2.9250000000000003 1.0000000180025095e-35 0.9740215924426453 1.0000000180025095e-35 5.5150000000000006 -13.499999999999998 3.7850000000000006 -40.499999999999993 4.9450000000000012 5.8750000000000009 8.4000000000000021 5.2350000000000012 -39.499999999999993 -10.499999999999998 2.5000000000000004 -385.49999999999994 1.5000000000000002 -66.499999999999986 0.86696165191740426 2.5000000000000004 1.5000000000000002 0.7696153846153847 0.78956442831215978 decision_type=10 10 2 10 2 8 8 8 2 2 2 10 10 10 8 10 10 10 10 10 8 10 10 8 10 2 10 10 2 2 left_child=1 7 13 5 8 -4 -3 -1 22 -6 -8 23 24 20 17 -16 19 18 -15 -17 -2 25 -5 28 -13 -20 -18 -19 -10 -30 right_child=2 6 3 4 9 -7 10 -9 11 -11 -12 12 -14 14 15 16 26 27 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.006490442171568394 -0.00073772613238240058 0.00013842927077886027 -0.0026886793964697019 -0.0067653416997924707 -0.0060478474062423309 0.0036440920966581609 0.0020311817177506666 0.0097696445853052115 -0.0044018560114182214 0.0011014862890415379 0.0063048279936587853 -0.0020927329067730793 -0.0097706104520783165 -0.0013420418559083711 -0.0013322453967982866 -0.0084531673935504432 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11052 74537 22505 22850 3334 10248 32819 12730 11866 11229 4759 39432 9211 6259 1314 1100 2584 9767 internal_value=0 0.00531078 -0.00212575 -0.00356405 -0.00408953 8.23919e-05 0.00210516 0.0079612 -0.00286985 -0.00564217 0.00377309 -0.00333304 -0.00178104 -0.000794976 -0.00123763 -0.00343591 -0.00522124 -0.00021357 4.16148e-05 -0.00657438 0.000881165 0.00169226 0.00182735 -0.00450463 -0.00113405 0.00248061 0.00278908 -0.00644299 -0.0033319 -0.000339361 internal_weight=0 8048.86 20309.4 9760.41 8531.02 1229.39 3642.88 4405.97 4777.82 3753.2 1971.18 4348.97 1870.76 10549 8345.16 2652.09 1434.59 5693.07 5469.04 1227.27 2203.88 2493.91 428.85 2478.21 1730.62 2028.52 207.316 224.036 1603.8 422.401 internal_count=734512 121140 613372 381916 357961 23955 47034 74106 174721 183240 23955 167803 71637 231456 198925 62733 40228 136192 124844 35580 32531 50307 6918 96166 60585 39078 4648 11348 56734 12351 is_linear=0 shrinkage=0.01 Tree=303 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 11 11 11 11 1 1 6 6 5 3 1 1 1 2 0 2 5 2 2 0 2 0 6 split_gain=13235.8 2516.34 830.63 282.988 172.201 122.702 120.581 79.6863 74.3139 47.7072 45.9037 25.15 149.188 28.2436 24.3041 23.824 23.4835 22.7913 21.1084 20.9785 20.6233 17.3744 16.7136 36.5161 16.4269 15.5595 15.1643 14.9103 13.4683 13.8682 threshold=0.007890905253589103 0.99188911914825451 0.00013046689127800003 -1.0000000180025095e-35 0.76014459133148204 0.99991196393966686 -4.4999999999999991 0.49114476144313818 6.1522598571173157e-06 0.0009053001122083001 0.1800593510270119 -57.499999999999993 -56.499999999999993 317.50000000000006 450.50000000000006 3.5000000000000004 0.38119783996072654 -8.4999999999999982 -348.49999999999994 -128.49999999999997 0.87596153846153857 1.0000000180025095e-35 0.57919331037875066 4.5000000000000009 0.55500550055005515 0.18142633228840127 1.0000000180025095e-35 0.38913470993117016 1.0000000180025095e-35 191.50000000000003 decision_type=2 2 2 8 2 2 8 2 2 2 2 8 8 2 2 10 2 8 10 10 2 2 2 10 2 2 2 2 2 2 left_child=2 3 8 4 10 11 9 28 -1 -4 16 13 -13 15 22 -3 -2 -14 -10 -15 21 -9 -6 -24 27 -11 -27 -23 29 -5 right_child=1 5 6 7 14 -7 -8 20 18 25 -12 12 17 19 -16 -17 -18 -19 -20 -21 -22 24 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0098574147734991815 -8.5053332239637766e-05 0.0097765736163495862 -0.0040126610296830952 -0.0041453751578211942 0.0066045498796072737 0.010689154761367527 -0.0074471476743783547 -0.00043191083321136907 -0.0092347906347466733 0.00029786951892833312 0.0032751430668230609 -0.019709439727302932 0.0093917584388608297 -0.018579539453191258 -0.0053511497445115413 0.0043204933748253469 0.0019327718522761045 0.005994172764370951 -0.0071451326215238239 0.0068457981795760712 0.0064077103606844732 0.0018220565493564445 0.0046942144684432021 -0.014751080285175869 -0.0065684329745541118 -0.0025118599082277772 0.00071094411391011932 0.0074298883973594751 -0.0012731908639249786 0.0013382885432361889 leaf_weight=6843.8746050279588 869.71542170643806 719.0961287394166 1127.4445923864841 719.81022875010967 1245.4726781025529 6132.8811114244163 599.04713153839111 549.6199657022953 692.88082497566938 440.02135366946459 1986.4373176246881 21.181467145681381 298.84859728813171 6.4052070081233978 18.8969606757164 90.052319064736366 1712.2792941220105 581.82494322583079 1598.8816360617056 6.5779060646891576 65.120865903794765 158.84541950374842 349.68456871062517 9.9315781444311124 17.468754552304745 841.32261675223708 176.65752956271172 67.586171511560678 292.56914660707116 49.275903288275003 leaf_count=401225 5384 5860 31013 7594 6731 98421 14432 3641 25468 5561 8945 107 2285 28 80 835 12935 7259 72207 35 506 1203 1879 78 113 15087 2172 536 2197 695 internal_value=0 0.00599294 -0.00780248 0.00208651 0.00312657 0.0100266 -0.00340458 -0.00126736 -0.0093355 -0.00246792 0.00213232 0.00766954 0.00651634 0.00893457 0.00592349 0.00916935 0.00125309 0.00714711 -0.00777691 -0.00569777 0.000997774 0.000553803 0.00605623 0.00415719 0.00277507 -0.0012734 -0.00195258 0.0034959 -0.00309934 -0.00379403 internal_weight=0 15969.6 12320.1 8112.71 6192.42 7856.87 3184.49 1920.3 9135.64 2585.45 4568.43 1723.99 901.855 822.132 1623.99 809.148 2581.99 880.674 2291.76 12.9831 858.641 793.52 1605.09 359.616 243.9 1458 1017.98 226.432 1061.66 769.086 internal_count=734512 167347 567165 52517 36032 114830 68265 16485 498900 53833 27264 16409 9651 6758 8768 6695 18319 9544 97675 63 5999 5493 8688 1957 1852 22820 17259 1739 10486 8289 is_linear=0 shrinkage=0.01 Tree=304 num_leaves=31 num_cat=0 split_feature=1 3 3 1 1 4 3 3 3 3 3 1 4 4 1 1 1 3 1 3 3 18 1 1 3 3 3 1 3 3 split_gain=908.389 228.39 204.095 102.244 107.429 96.8555 90.4615 104.71 87.063 126.26 112.358 85.7601 50.6392 40.5003 39.969 83.9558 63.6037 38.8589 35.3912 31.7266 66.2996 51.0796 49.6666 91.5391 31.2074 30.9239 30.8813 29.6441 28.5356 36.6775 threshold=-2.4999999999999996 0.21483516483516482 0.97156334231805941 -8.4999999999999982 -71.499999999999986 24.500000000000004 0.87439320388349528 0.67576887232059657 0.51271277741865984 0.49441323345817728 0.25018968133535663 -63.499999999999993 25.500000000000004 20.500000000000004 -58.499999999999993 -64.499999999999986 -56.499999999999993 0.66536458333333337 -46.499999999999993 0.50117370892018787 0.49441323345817728 1.0000000180025095e-35 -232.49999999999997 -282.49999999999994 0.99938118811881205 0.19895833333333332 0.32583417593528818 -64.499999999999986 0.66536458333333337 0.68096607245543428 decision_type=8 2 2 10 10 8 2 2 2 2 2 10 10 8 10 10 10 2 10 2 2 2 10 10 2 2 2 10 2 2 left_child=1 5 3 4 19 14 7 17 9 10 -2 -8 -9 24 15 25 -16 -6 -19 20 21 -3 23 -23 -4 -1 -12 -7 -21 -30 right_child=8 2 13 -5 6 27 11 12 -10 -11 26 -13 -14 -15 16 -17 -18 18 -20 28 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.003396106464390005 0.0037423117135030356 -0.0034552059863299294 0.0022233593762658122 -0.0087913329817671006 -0.00090429520425419705 0.00074589039201058364 0.0076183102714478612 -0.0070633703184063389 0.0014029360203678047 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93092 75820 4565 2300 9674 13128 32247 49930 170822 103370 is_linear=0 shrinkage=0.01 Tree=305 num_leaves=31 num_cat=0 split_feature=6 5 6 5 4 2 2 5 2 3 6 2 2 3 28 4 4 4 6 2 6 2 2 6 6 2 2 2 3 3 split_gain=1088.97 191.159 150.803 137.424 112.719 92.6277 86.8737 78.2631 71.4341 81.5933 64.6404 60.3967 50.3686 43.9771 45.3958 45.4222 45.4916 40.8177 72.081 39.7577 43.2874 30.0343 40.7796 28.9409 40.4817 54.3951 46.2669 48.0879 31.3196 32.6948 threshold=1.5000000000000002 2.5000000000000004 30.500000000000004 2.5000000000000004 20.500000000000004 0.48581488933601619 0.031331806282722509 5.5000000000000009 0.51408730158730165 0.34514106583072107 31.500000000000004 0.073574521833273163 0.010811126694717151 0.94133291614518144 1.0000000180025095e-35 28.500000000000004 19.500000000000004 27.500000000000004 3.5000000000000004 0.35493414773811799 4.5000000000000009 0.98728813559322048 0.64334637964774966 23.500000000000004 3.5000000000000004 0.091553836234687255 0.49184758529020828 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15.9711 14.8464 14.5834 14.5319 12.9037 13.778 24.3685 12.8349 threshold=0.007890905253589103 0.99188911914825451 0.00013046689127800003 -1.0000000180025095e-35 0.76014459133148204 0.99991196393966686 -4.4999999999999991 0.49114476144313818 6.1522598571173157e-06 0.0009053001122083001 0.1800593510270119 -57.499999999999993 -56.499999999999993 317.50000000000006 0.38119783996072654 450.50000000000006 -8.4999999999999982 -348.49999999999994 -128.49999999999997 0.87596153846153857 1.0000000180025095e-35 0.57919331037875066 0.55500550055005515 0.18142633228840127 1.0000000180025095e-35 0.38913470993117016 1.0000000180025095e-35 191.50000000000003 0.98067587752053786 0.98728813559322048 decision_type=2 2 2 8 2 2 8 2 2 2 2 8 8 2 2 2 8 10 10 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 8 4 10 11 9 26 -1 -4 14 13 29 -3 -2 21 -14 -10 -15 20 -9 -6 25 -11 -25 -22 27 -5 -29 -13 right_child=1 5 6 7 15 -7 -8 19 17 23 -12 12 16 18 -16 -17 -18 -19 -20 -21 22 -23 -24 24 -26 -27 -28 28 -30 -31 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6.4322857707738876 1711.5652298517525 18.860660776495934 577.40866665914655 1584.1566066564992 6.5711856335401517 64.795621812343597 158.46424926072359 358.92131509631872 17.479440070688725 837.20812365598977 176.87423466704786 67.04990142583847 292.79600574634969 47.754287753254175 1.5314128585159767 13.16924524307251 leaf_count=401225 5384 6695 31013 7594 6731 98421 14432 3641 25468 5561 8945 48 2285 28 12935 80 7259 72207 35 506 1203 1957 113 15087 2172 536 2197 680 15 59 internal_value=0 0.0059514 -0.00777669 0.0020638 0.00310311 0.0100053 -0.00337572 -0.00128856 -0.00932297 -0.00243726 0.00211655 0.00763043 0.00647167 0.00890133 0.00124686 0.00588516 0.00710026 -0.00775281 -0.00557173 0.000954537 0.000515899 0.00601635 0.00270008 -0.00125107 -0.00191689 0.00341383 -0.00310054 -0.0037816 0.0013332 -0.0193149 internal_weight=0 15873.4 12200.6 8102.84 6185.27 7770.53 3172.15 1917.57 9028.47 2575.87 4566.07 1712.39 895.711 816.675 2581.24 1619.2 874.396 2271.86 13.0035 856.851 792.055 1600.34 242.994 1454.52 1014.08 225.514 1060.72 767.919 49.2857 21.315 internal_count=734512 167347 567165 52517 36032 114830 68265 16485 498900 53833 27264 16409 9651 6758 18319 8768 9544 97675 63 5999 5493 8688 1852 22820 17259 1739 10486 8289 695 107 is_linear=0 shrinkage=0.01 Tree=307 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 11 1 11 10 10 11 10 11 10 1 1 10 10 1 1 10 1 10 10 10 1 10 10 10 split_gain=12819.9 2491.31 830.312 276.759 295.603 167.498 125.133 119.644 75.3773 67.5011 54.4941 46.4702 46.3024 40.9903 32.4741 30.9945 31.4221 26.6992 25.1023 25.0662 142.344 43.2592 75.3414 34.2812 29.9095 25.0262 62.9009 82.4468 24.9007 24.3431 threshold=0.007890905253589103 0.99188911914825451 0.00013046689127800003 -1.0000000180025095e-35 2.3750000000000004 0.76014459133148204 0.99991196393966686 -4.4999999999999991 6.1522598571173157e-06 3.9650000000000003 2.5250000000000004 0.0012464885949156502 8.2700000000000014 0.063380397856235463 5.7950000000000008 -89.499999999999986 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662.432 278.012 250.374 179.175 165.915 153.766 135.752 117.22 114.559 156.189 112.97 107.852 100.712 130.68 84.5701 82.7063 75.8414 65.7069 63.6322 61.8146 60.6365 58.6641 80.4232 56.8975 50.1112 49.4064 48.0598 66.559 47.0721 threshold=2.9250000000000003 -361.49999999999994 4.0850000000000009 -8.4999999999999982 4.995000000000001 0.091553836234687255 -2.4999999999999996 0.21483516483516482 2.9250000000000003 2.5000000000000004 6.4750000000000005 2.9250000000000003 4.9850000000000012 2.5000000000000004 5.8550000000000013 0.088365434669442952 1.0000000180025095e-35 27.500000000000004 -68.499999999999986 3.2350000000000008 1.0000000180025095e-35 0.74478940512375169 0.49882629107981225 0.50151515151515158 0.010811126694717151 0.13660287081339714 -64.499999999999986 0.2730095990965557 0.35319472616632858 1.0000000180025095e-35 decision_type=10 10 10 8 10 2 8 2 8 10 10 8 10 10 10 2 2 10 10 10 2 2 2 2 2 2 10 2 2 2 left_child=1 8 6 5 12 15 24 -7 -1 -6 -11 -3 -5 14 22 17 25 -4 -17 -8 -16 -14 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internal_weight=0 7855.9 19903.4 15568.7 3253.27 12315.4 4334.72 9094.78 4268.34 1894.04 390.652 3587.56 1359.24 8095.87 6375.72 3220.67 1935.25 3067.88 152.786 1736.84 1140.25 114.906 5235.47 2125.85 2597.88 1149.12 905.737 665.413 549.79 1991.47 internal_count=734512 121140 613372 535081 108075 427006 78291 351592 74106 76822 13954 47034 31253 332445 244164 75414 23955 71332 4082 23702 35215 1760 208949 77646 54589 14118 10687 8149 6196 35821 is_linear=0 shrinkage=0.01 Tree=309 num_leaves=31 num_cat=0 split_feature=1 5 5 3 3 3 1 3 3 3 5 1 3 1 3 5 5 3 3 18 1 1 3 3 3 1 1 5 3 3 split_gain=846.225 230.664 139.563 132.195 162.441 129.191 114.888 70.4406 108.353 73.7624 67.0183 64.8943 86.1569 91.3365 61.3239 49.1092 42.9177 42.7417 45.9103 50.9252 45.3106 96.8536 39.3402 37.0666 35.6118 35.5973 34.6334 32.3848 30.5694 26.7414 threshold=-2.4999999999999996 2.5000000000000004 2.5000000000000004 0.97156334231805941 0.21483516483516482 1.0000000180025095e-35 -8.4999999999999982 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56699 3726 2508 14767 7135 87493 6784 5691 44062 27265 4347 is_linear=0 shrinkage=0.01 Tree=310 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 11 11 11 11 5 1 1 5 1 11 6 11 5 6 1 6 1 2 2 2 2 1 1 split_gain=12570.6 2614.66 671.22 286.854 184.878 125.852 113.208 84.6875 54.4295 44.0801 43.563 25.8046 25.2414 139.668 27.4389 22.892 22.1537 21.7614 19.4965 18.9796 17.1446 17.1074 15.4324 14.9077 14.4954 14.3256 13.9544 13.2516 28.8105 50.1268 threshold=0.0048335506580769504 0.99188911914825451 5.9105306718265645e-05 -4.4999999999999991 0.36455024778842932 0.99991196393966686 -7.4999999999999991 0.254873737692833 0.0004375023563625001 3.9827746149967433e-06 0.85901859402656566 3.5000000000000004 -57.499999999999993 -56.499999999999993 3.5000000000000004 -8.4999999999999982 0.063380397856235463 50.500000000000007 0.96394401788711548 2.5000000000000004 317.50000000000006 -128.49999999999997 450.50000000000006 -348.49999999999994 0.13660287081339714 0.98728813559322048 0.25092592592592594 0.98728813559322048 -57.499999999999993 -56.499999999999993 decision_type=2 2 2 8 2 2 8 2 2 2 2 10 8 8 10 8 2 2 2 10 2 10 2 10 2 2 2 2 10 8 left_child=2 3 9 4 11 12 8 25 -4 -1 19 16 14 -14 20 -15 -2 -16 -9 -6 -3 -22 27 -11 -10 -5 -13 -12 -29 -30 right_child=1 5 6 7 10 -7 -8 18 24 23 22 26 13 15 17 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.0098898585261479582 0.00088292566809975977 0.0096855055040725776 -0.0049058205532480099 -0.0040379176739355248 0.0041140151758272325 0.010651781995302803 -0.0078193180807390444 -0.00026902227613028558 -0.00035797571485831871 -0.0094664043584334542 0.0066729183590583871 0.0010883564948006069 -0.018810523573660837 0.0092854902219197365 0.0050746552896976643 0.0058458983533113277 0.0024838873683840461 -0.013244566759912662 0.0030042941194567668 0.00054112531479334595 -0.017296354199142973 0.0079001983422384136 -0.0042243760839883338 -0.0076247468205125728 -0.0025635305615445492 0.0015353003111242577 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0.00638935 0.00883589 0.0070169 0.00164199 0.00365602 0.00042565 0.00374056 0.00949226 -0.00289337 0.00625019 -0.00819934 -0.00197944 -0.00373255 -0.00187059 0.00637044 0.00275343 -0.00657398 internal_weight=0 16084.4 11579.8 8481.74 6502.8 7602.67 3280.99 1978.93 2617.49 8298.83 2813.59 3689.21 1690.24 883.186 807.056 861.727 3466.64 90.7642 1088.39 1588.45 716.292 11.0044 1225.14 2047.64 1530.52 890.545 222.57 1211.24 93.4737 24.4525 internal_count=734512 172824 561688 57994 40166 114830 83673 17828 65898 478015 14103 26063 16409 9651 6758 9544 24023 843 7698 7154 5915 55 6949 95388 28958 10130 2040 6891 635 135 is_linear=0 shrinkage=0.01 Tree=311 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 11 11 11 11 5 1 1 5 1 11 11 5 3 3 1 3 1 3 1 0 3 3 5 split_gain=12397.2 2602.34 672.062 281.249 181.99 127.097 112.446 83.2048 53.8713 44.4281 43.1937 25.282 25.0968 136.92 27.2605 22.7223 21.6935 19.1346 18.6276 18.0096 17.0635 16.5372 15.7143 14.9458 13.1959 12.6261 12.5359 12.2373 12.0695 12.0486 threshold=0.0048335506580769504 0.99188911914825451 5.9105306718265645e-05 -4.4999999999999991 0.36455024778842932 0.99991196393966686 -7.4999999999999991 0.254873737692833 0.00057753553846845017 3.9827746149967433e-06 0.85901859402656566 3.5000000000000004 -57.499999999999993 -56.499999999999993 3.5000000000000004 -8.4999999999999982 0.063380397856235463 0.96394401788711548 2.5000000000000004 0.31287650602409645 0.32583417593528818 -238.49999999999997 0.25018968133535663 -348.49999999999994 0.58631332481907206 -306.49999999999994 1.0000000180025095e-35 0.44136745607333844 0.11180555555555556 1.5000000000000002 decision_type=2 2 2 8 2 2 8 2 2 2 2 10 8 8 10 8 2 2 10 2 2 8 2 10 2 10 2 2 2 10 left_child=2 3 9 4 11 12 8 22 -4 -1 18 16 14 27 -3 -15 19 28 24 -2 21 -21 -5 -11 -6 -20 -18 -14 -9 -10 right_child=1 5 6 7 10 -7 -8 17 29 23 -12 -13 13 15 -16 -17 26 -19 25 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0098849803746345003 -0.00071241630063827166 0.0094581403648569314 -0.0046789466269907013 -0.001467259169164271 0.003285793110253218 0.010640874245240507 -0.0077949774251244511 0.0020501037206074935 -0.0012050421726562766 -0.0094554628510688174 0.0062065554200310393 -0.0018543834367162543 -0.022120590199022204 0.0092481737339064757 0.0036307983442472836 0.0058120975431215239 0.0029989885849555083 0.0029781134366658308 0.0071417127559687535 0.044397701255492708 0.0014276525944402431 0.0057828397138780744 -0.0044935995754583876 -0.0076037409818157974 0.0052510337795668525 -0.00061541967404245507 0.0010501905818560394 -0.0027090577227260717 -0.00087402230441819444 -0.0032776378785266949 leaf_weight=6192.0213318830356 514.14627451077104 711.71088457852602 1242.626104587689 232.28707819990814 850.42778039723635 5859.5660537704825 658.93862418830395 178.18638319522142 973.32769974321127 633.22736794967204 1221.4373732060194 222.27455101907253 17.577518142759804 291.61965268105268 90.48335076123476 565.95472870394588 1187.637319970876 230.68286731094122 24.639282017946243 1.7932354658842085 1305.171630077064 2.9068187810480586 656.48332956060767 1398.6048428686336 571.12598574906588 141.40003316104412 457.13606352359056 3.9836286529898635 679.22296237200499 394.03291581012309 leaf_count=382627 3579 5915 41064 1954 3872 98421 17775 1225 16490 25457 6949 2040 82 2285 843 7259 6151 1905 113 19 12229 32 8176 69931 2530 639 2013 25 4568 8344 internal_value=0 0.0056719 -0.00793934 0.00187026 0.00287477 0.00994545 -0.00410379 -0.00143265 -0.00317189 -0.00946394 0.00479283 0.00141506 0.00752185 0.00635478 0.00880085 0.00698054 0.00162456 0.000421512 0.00370515 0.000873605 0.00149614 0.0205158 -0.00370264 -0.00818084 0.00407535 0.000535694 0.00245735 -0.0185341 -0.000266332 -0.0018023 internal_weight=0 16017.9 11492.8 8476.96 6500.1 7540.9 3268.93 1976.86 2609.99 8223.85 2809.03 3691.07 1681.33 879.136 802.194 857.574 3468.79 1088.09 1587.59 1824.02 1309.87 4.70005 888.77 2031.83 1421.55 166.039 1644.77 21.5611 857.409 1367.36 internal_count=734512 172824 561688 57994 40166 114830 83673 17828 65898 478015 14103 26063 16409 9651 6758 9544 24023 7698 7154 15859 12280 51 10130 95388 6402 752 8164 107 5793 24834 is_linear=0 shrinkage=0.01 Tree=312 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 47 47 10 47 10 11 11 11 10 10 10 10 3 4 10 3 10 47 10 10 10 10 4 10 6 split_gain=12225.9 2590 672.871 231.322 128.378 83.6557 81.252 71.5819 58.5504 96.6306 46.8039 46.3044 44.7769 40.3862 35.76 33.5191 29.6279 28.1742 46.1625 31.4049 26.7972 23.5107 59.7664 28.6789 30.3423 24.0395 23.438 23.2296 28.7806 24.1752 threshold=0.0048335506580769504 0.99188911914825451 5.9105306718265645e-05 0.254873737692833 0.99991196393966686 1.0000000180025095e-35 1.0000000180025095e-35 5.6250000000000009 1.0000000180025095e-35 7.995000000000001 0.85901859402656566 0.00077296534436750014 3.9827746149967433e-06 8.3400000000000016 2.3750000000000004 5.2250000000000005 2.5250000000000004 0.38119783996072654 21.500000000000004 5.4450000000000012 0.54186137071651097 3.0150000000000001 1.0000000180025095e-35 6.4350000000000014 5.8750000000000009 6.1150000000000011 2.9250000000000003 19.500000000000004 5.2650000000000006 309.50000000000006 decision_type=2 2 2 2 2 2 2 8 2 8 2 2 2 10 10 8 10 2 10 10 2 10 2 10 10 10 10 10 10 2 left_child=2 3 12 6 21 13 7 26 9 -5 16 15 -1 14 -4 -7 20 18 -8 -19 -10 -3 23 24 -23 -24 -2 28 -18 -29 right_child=1 4 5 8 -6 11 17 -9 10 -11 -12 -13 -14 -15 -16 -17 27 19 -20 -21 -22 22 25 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.0098800938455531964 -0.00033015663549033273 0.009141407372447145 -0.00085699294252224406 0.00084003121257080827 0.010630040940870705 -0.0056324750857403632 -0.0059003396079474251 0.0031673359960926839 -0.0033907538457146149 0.0080176064455047286 0.0060069936181068838 -0.0015563090395565376 -0.0081622642621208205 0.04194820143909371 -0.0073883438915074862 -0.0022500024990501927 -0.0048845626207384184 0.0011301574885941577 0.0005476336453676448 0.0042550390415450378 0.0043966743503242841 0.0025025521855200471 0.0098206413992906489 0.0093961283981046136 -0.016048293567403643 0.0062221730490356663 -0.0039012441422314791 0.0044191565553578054 0.0033881184250619486 -0.0048408901078878415 leaf_weight=6133.4265340659767 239.49588227644563 566.98353594169021 93.320191415026784 1285.7626905366778 5807.1449686102569 790.52286835666746 127.64616360887885 223.97531277686357 115.97648551315069 219.60419780015945 1045.8953033834696 1081.7607134953141 2016.170181915164 1.7079625949263562 824.18405360821635 465.4787359489128 65.358149737119675 1524.0981697291136 852.98116061836481 407.62659425660968 71.386310517787933 281.53187634423375 419.7375605776906 62.343760669231415 9.1020664870738965 332.87851029261947 790.14269459620118 1355.8843966796994 117.9431094378233 28.791876994073391 leaf_count=382627 1187 8209 945 7475 98421 26895 904 1558 629 2178 6090 18330 95388 33 24450 13020 286 11857 5256 3114 364 1877 2854 411 45 3013 10443 5997 511 145 internal_value=0 0.00563846 -0.00791969 0.00185252 0.00992695 -0.00407776 0.000172516 -0.00195611 0.00347767 0.0018871 0.00433243 -0.0030728 -0.00945511 -0.0066336 -0.00672403 -0.00437892 0.00333466 0.00108878 -0.000291685 0.00178956 -0.000423699 0.00748582 0.00663678 0.00324175 0.00192158 0.00822906 -0.0030706 0.00378376 0.0004384 0.00422661 internal_weight=0 15952.3 11406.6 8472.57 7479.72 3256.97 4165.97 1253.61 4306.6 1505.37 2801.24 2337.76 8149.6 919.212 917.504 1256 1755.34 2912.35 980.627 1931.72 187.363 1672.58 1105.59 352.978 290.634 752.616 1029.64 1567.98 183.301 1384.68 internal_count=734512 172824 561688 57994 114830 83673 34319 13188 23675 9653 14022 58245 478015 25428 25395 39915 7932 21131 6160 14971 993 16409 8200 2333 1922 5867 11630 6939 797 6142 is_linear=0 shrinkage=0.01 Tree=313 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 11 11 10 11 2 6 5 10 10 10 6 6 10 10 5 10 6 2 6 6 10 18 10 10 split_gain=12057.2 2577.48 673.579 227.113 129.589 79.2285 55.879 53.3953 48.1625 45.1237 33.4152 26.9939 26.5677 24.8801 23.6739 22.3809 21.7262 21.708 18.9529 18.4297 19.2075 18.3474 17.6741 16.5593 15.9339 16.6014 17.4887 18.0758 15.8212 15.1002 threshold=0.0048335506580769504 0.99188911914825451 5.9105306718265645e-05 0.254873737692833 0.99991196393966686 5.455000000000001 0.85901859402656566 0.00077296534436750014 5.4450000000000012 3.9827746149967433e-06 0.77525510204081638 12.500000000000002 3.5000000000000004 9.0500000000000025 3.0150000000000001 9.0500000000000025 854.00000000000011 410.50000000000006 6.0550000000000006 3.4550000000000005 2.5000000000000004 5.8550000000000013 6.5000000000000009 0.98728813559322048 101.50000000000001 1.0000000180025095e-35 5.8550000000000013 1.0000000180025095e-35 6.0750000000000011 8.2000000000000011 decision_type=2 2 2 2 2 8 2 2 8 2 2 2 10 8 10 10 2 2 8 8 10 10 2 2 2 2 10 2 8 10 left_child=2 3 9 8 14 7 15 -4 12 -1 11 18 23 -8 -3 19 -16 21 -10 -5 24 -13 -9 -2 25 26 27 -21 -11 -22 right_child=1 4 5 6 -6 -7 13 22 10 28 -12 17 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136.62058530189097 147.22954899445176 140.55991819314659 198.68958031013608 1095.5160664096475 55.144662439823151 5.5182985812425605 15.742058789357541 414.79325960949063 608.61453139781952 207.9734418541193 198.96518295258284 383.51342745311558 160.69375742599368 143.6704763956368 843.05138939246535 53.81704443693161 25.341894537210464 315.79090617969632 10.236543282866476 leaf_count=382627 24108 8209 45247 3071 98421 17809 8426 11060 1513 82421 755 1267 1772 2128 8177 231 23 172 2171 3189 1147 1539 9557 1022 854 4234 241 106 12967 48 internal_value=0 0.00560547 -0.00790008 0.00183512 0.00990868 -0.004052 0.0034467 -0.00502397 0.000170789 -0.00944625 0.00196098 0.00261454 -0.000475072 0.00486322 0.00745057 0.00252971 0.0065978 0.0047753 0.00132365 0.00239373 0.00289648 0.00529754 -0.00328153 -0.000270695 0.00326013 0.00355898 0.00240602 0.00287062 -0.00814367 0.000105877 internal_weight=0 15886.3 11321 8467.4 7418.9 3244.99 4301.89 2339.69 4165.52 8076.04 1104.39 967.765 3061.13 1690.5 1663.74 2611.39 1101.03 361.937 605.828 2556.24 1892.71 346.195 1004 2920.57 1674.5 1530.82 687.773 633.956 2000.64 218.21 internal_count=734512 172824 561688 57994 114830 83673 23675 65864 34319 478015 7417 6662 26902 10554 16409 13121 8200 2978 3684 12890 9819 2806 20617 25130 8624 7770 3536 3295 95388 1195 is_linear=0 shrinkage=0.01 Tree=314 num_leaves=31 num_cat=0 split_feature=1 5 5 3 3 3 3 3 3 5 3 3 1 1 5 3 3 1 1 5 3 3 1 5 1 1 1 1 3 3 split_gain=773 219.863 131.523 125.631 150.027 120.249 67.4243 104.214 70.6189 64.5461 61.9352 126.3 61.149 66.5698 46.4091 46.3473 126.102 44.3168 40.5638 39.8921 37.7304 35.2271 33.6162 31.3987 29.6783 78.0697 33.3657 50.1344 29.1553 34.8839 threshold=-2.4999999999999996 2.5000000000000004 2.5000000000000004 0.97156334231805941 0.50117370892018787 1.0000000180025095e-35 0.51271277741865984 0.49441323345817728 0.25018968133535663 5.5000000000000009 0.49441323345817728 0.34514106583072107 -8.4999999999999982 -83.499999999999986 3.5000000000000004 0.87439320388349528 0.91693205944798317 -64.499999999999986 -11.499999999999998 1.5000000000000002 0.98067587752053786 0.64530791788856312 -35.499999999999993 1.5000000000000002 -64.499999999999986 -60.499999999999993 -56.499999999999993 -57.499999999999993 0.78598691384950936 0.54186137071651097 decision_type=8 10 10 2 2 2 2 2 2 8 2 2 10 10 10 2 2 10 10 8 2 2 10 10 10 10 10 10 2 2 left_child=1 3 6 4 10 22 7 8 23 14 11 24 13 -6 21 28 17 -17 -13 -8 -21 -4 -3 -2 -1 -26 27 -27 29 -15 right_child=2 5 9 -5 12 -7 19 -9 -10 -11 -12 18 -14 15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.00029840938464599411 0.0040852158549783456 0.001972093085019402 -0.0037860922088368116 0.0021240501495307798 -0.0032376515734709073 -0.0047906602952650021 0.0021901016472787704 0.0059139829052707116 0.00072684085074331778 0.0047343940060686441 0.0018603651651357947 -0.0024610408066849314 -0.0086913344731410526 -0.0050695523718772969 -0.006000404646431437 0.0085479263104237032 -0.0030561069739878646 0.00052527890514785988 -0.0098176408472199859 -0.0017669588689262976 0.0056809217410476219 0.0034854043392407935 -0.012650381772782002 2.960369545753011e-05 0.0056738130398448442 0.00018311381304666035 0.00093205505689890409 -0.010309813952657022 -0.00386415687527711 -0.00088529837181107419 leaf_weight=2861.6599804712459 2009.3461226811633 359.32077801786363 135.94589327089489 1397.7472932562232 2577.4311360316351 2190.6155680483207 2663.7363899089396 1339.6689971853048 1248.0043361829594 124.29440348222852 1349.4427527021617 1672.7924196412787 139.54688959475607 217.14503787178546 290.48572994861752 206.57830703258514 322.94054280687124 103.27833906281739 78.468154338188469 488.51045802608132 79.020981393754482 130.65438472572714 16.441352367401123 210.93656606599689 337.66046302393079 132.68952851463109 1387.9181786263362 69.324641737155616 500.01009589061141 2417.1575024081394 leaf_count=60519 39814 5393 4240 23636 97289 104345 55151 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1 10 1 10 2 1 2 10 10 10 10 1 2 10 4 10 1 10 10 10 1 1 2 2 2 2 4 2 10 split_gain=2756.59 632.143 252.154 256.827 168.951 149.766 136.017 125.363 117.787 104.671 101.726 100.853 135.87 76.5607 74.889 71.6708 65.7158 63.0039 60.5932 59.4418 119.888 55.769 76.8613 74.1486 55.095 143.597 52.5214 49.7919 49.1757 45.6475 threshold=2.9250000000000003 -361.49999999999994 4.0850000000000009 -8.4999999999999982 4.995000000000001 0.091553836234687255 -2.4999999999999996 0.49882629107981225 2.9250000000000003 2.9250000000000003 4.9850000000000012 6.4350000000000014 -8.4999999999999982 0.088365434669442952 8.1200000000000028 27.500000000000004 5.2650000000000006 -68.499999999999986 3.2350000000000008 8.8850000000000016 6.1150000000000011 -64.499999999999986 -65.499999999999986 0.14226190476190473 0.3322510822510823 0.34794619264953158 0.010811126694717151 28.500000000000004 0.2573593073593074 6.7350000000000012 decision_type=10 10 10 8 10 2 8 2 8 8 10 10 10 2 10 10 10 10 10 10 10 10 10 2 2 2 2 10 2 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4360 9566 28958 410 14165 36940 16409 9651 9544 2965 107 1561 6758 10584 2869 208 is_linear=0 shrinkage=0.01 Tree=317 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 11 1 10 11 10 11 10 11 6 10 10 10 1 1 10 1 10 10 6 10 10 3 0 0 split_gain=11660.5 2536.29 675.159 274.809 281.03 171.889 131.443 111.725 65.999 52.2649 51.5542 45.891 45.5046 35.8387 32.7278 31.7187 28.6071 26.3043 25.1696 131.583 43.5515 73.67 31.8986 28.3022 26.8607 25.0795 24.714 62.9611 30.151 24.6635 threshold=0.0048335506580769504 0.99188911914825451 5.9105306718265645e-05 -4.4999999999999991 2.3750000000000004 0.6303343176841737 0.99991196393966686 -7.4999999999999991 3.9650000000000003 0.0004375023563625001 3.4950000000000006 3.9827746149967433e-06 8.2700000000000014 0.1800593510270119 158.50000000000003 5.7950000000000008 3.7250000000000005 5.285000000000001 -57.499999999999993 -56.499999999999993 3.0150000000000001 -8.4999999999999982 5.8750000000000009 4.0250000000000012 317.50000000000006 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16.4854 37.6965 16.3765 19.2755 16.0947 15.1281 14.7636 12.5531 threshold=0.0048335506580769504 0.99188911914825451 5.9105306718265645e-05 0.254873737692833 0.99991196393966686 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.9827746149967433e-06 0.85901859402656566 0.0009053001122083001 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 19.500000000000004 1.0000000180025095e-35 780.50000000000011 309.50000000000006 7.5000000000000009 15.500000000000002 20.500000000000004 5.5000000000000009 1.0000000180025095e-35 0.0021208993857726004 1.0000000180025095e-35 1.0000000180025095e-35 0.96394401788711548 292.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 10 2 2 2 2 2 8 2 2 2 2 2 2 2 left_child=2 3 9 6 17 24 7 12 13 -1 16 -7 -2 14 15 -5 20 -3 -19 27 -10 -9 23 -8 -4 -26 28 -18 -17 -16 right_child=1 4 5 8 -6 11 22 21 10 -11 -12 -13 -14 -15 29 26 19 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 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184.74042658507824 909.54368542134762 613.01682832837105 946.322544939816 4.4452189952135077 29.630887240171432 76.592770755290985 54.028781116008759 2523.4072435609996 177.01359958574176 113.90814343374223 28.31772817671299 16.368412561714649 917.97185718268156 235.79953313618898 4.5609309822320929 leaf_count=382627 11559 8171 21272 639 98421 41771 1573 941 495 95388 6090 16474 127 223 861 5935 2812 8219 19 149 339 561 18030 1528 3655 501 84 4137 1889 22 internal_value=0 0.0055003 -0.00783273 0.00179056 0.00985007 -0.00396391 0.000161379 -0.00194329 0.00337385 -0.0094162 0.00421101 -0.00296102 -0.00283606 0.00181197 0.00160348 0.00110466 0.00322879 0.00734622 0.00827298 0.00361358 8.67033e-05 0.00310479 0.00106111 -0.000849183 -0.00653707 -0.00342393 0.00070465 0.00376384 0.000563939 0.00492495 internal_weight=0 15641 11030.6 8441.54 7199.44 3203.54 4160.48 1245.94 4281.06 7827.08 2787.15 2305.12 1058.71 1493.92 1449.79 1260.48 1751.74 1633.1 950.768 1560.62 191.122 187.236 2914.53 391.127 898.423 142.226 1161.71 1530.99 1145.34 189.301 internal_count=734512 172824 561688 57994 114830 83673 34319 13188 23675 478015 14022 58245 11686 9653 9430 8547 7932 16409 8238 7098 834 1502 21131 3101 25428 4156 7908 6949 7824 883 is_linear=0 shrinkage=0.01 Tree=319 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 11 1 10 11 10 5 11 10 10 10 5 10 1 1 10 1 10 10 5 10 10 10 1 10 split_gain=11339.4 2511.35 676.377 265.025 275.944 167.247 133.754 110.398 65.3431 51.36 50.4096 52.0661 46.5909 45.4043 31.3033 28.268 26.884 26.2235 24.9387 129.779 44.0515 72.9071 31.064 27.9224 27.6113 24.7854 24.3396 52.6296 92.8772 23.6201 threshold=0.0048335506580769504 0.99188911914825451 5.9105306718265645e-05 -4.4999999999999991 2.3750000000000004 0.6303343176841737 0.99991196393966686 -7.4999999999999991 3.9650000000000003 0.0004375023563625001 3.4950000000000006 1.5000000000000002 3.9827746149967433e-06 8.2700000000000014 5.7950000000000008 3.7250000000000005 5.5000000000000009 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211.906 134.751 81.4461 76.0722 66.0777 53.8548 46.9421 44.015 38.0985 36.2129 35.1296 34.9541 30.9315 44.1322 29.7964 46.3748 29.0034 27.7938 44.546 29.2327 26.3653 25.2265 24.9425 23.9588 58.6311 28.21 29.402 threshold=0.0048335506580769504 0.99188911914825451 5.9105306718265645e-05 0.254873737692833 0.99991196393966686 1.0000000180025095e-35 1.0000000180025095e-35 5.6250000000000009 0.85901859402656566 3.9827746149967433e-06 5.2250000000000005 8.3400000000000016 1.0000000180025095e-35 0.00077296534436750014 2.3750000000000004 1.0000000180025095e-35 2.3750000000000004 1.0000000180025095e-35 7.1150000000000011 2.5250000000000004 0.38119783996072654 21.500000000000004 5.4450000000000012 0.54186137071651097 1.0000000180025095e-35 2.9250000000000003 3.0150000000000001 1.0000000180025095e-35 6.4350000000000014 5.8750000000000009 decision_type=2 2 2 2 2 2 2 8 2 2 8 10 2 2 10 2 10 2 8 10 2 10 10 2 2 10 10 2 10 10 left_child=2 3 9 6 26 11 7 12 17 -1 13 14 25 -7 -4 16 -10 18 -5 23 21 -8 -22 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8432.06 7082.8 3180.84 4161.29 1242.77 4270.77 7686.82 2292.77 888.075 1019.65 1395.89 886.292 1669.79 640.009 2600.98 850.709 1750.28 2918.52 982.043 1936.48 186.111 482.241 1004.5 1615.95 1076.69 347.177 286.351 internal_count=734512 172824 561688 57994 114830 83673 34319 13188 23675 478015 58245 25428 11630 39011 25395 10554 4464 13121 5189 7932 21131 6160 14971 993 2564 11515 16409 8200 2333 1922 is_linear=0 shrinkage=0.01 Tree=321 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 11 1 10 10 11 10 10 11 10 6 11 10 10 3 6 10 1 1 1 1 10 1 10 10 split_gain=11028.8 2548.24 612.2 259.597 276.864 172.259 135.919 101.68 66.9512 48.742 47.294 45.5613 43.1276 40.8957 32.6796 31.6667 31.4934 29.9648 27.6571 25.1383 25.3179 25.0112 53.726 69.0863 24.6717 127.988 44.1002 71.6189 30.2542 27.4891 threshold=0.0038593490608036002 0.99188911914825451 5.9105306718265645e-05 -4.4999999999999991 2.3750000000000004 0.36455024778842932 0.99991196393966686 -7.4999999999999991 3.9650000000000003 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num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 11 11 11 11 11 1 1 6 1 1 11 6 1 6 0 4 6 0 4 0 4 1 1 split_gain=10876.6 2534.79 612.784 254.469 169.518 136.904 101.034 78.5726 47.6466 43.3346 40.5502 26.643 24.4139 125.695 26.956 21.8706 19.3112 17.8946 16.0651 15.8855 15.4464 14.3546 14.3379 18.9762 13.2352 11.9871 11.9478 11.3949 23.057 12.8788 threshold=0.0038593490608036002 0.99188911914825451 5.9105306718265645e-05 -4.4999999999999991 0.36455024778842932 0.99991196393966686 -7.4999999999999991 0.254873737692833 3.9827746149967433e-06 0.00038402208883780005 0.85901859402656566 0.063380397856235463 -57.499999999999993 -56.499999999999993 317.50000000000006 -8.4999999999999982 -128.49999999999997 0.96394401788711548 441.50000000000006 -348.49999999999994 450.50000000000006 1.0000000180025095e-35 19.500000000000004 13.500000000000002 1.0000000180025095e-35 19.500000000000004 1.0000000180025095e-35 19.500000000000004 -72.499999999999986 -89.499999999999986 decision_type=2 2 2 8 2 2 8 2 2 2 2 2 8 8 2 8 10 2 2 10 2 2 8 2 2 8 2 10 10 10 left_child=2 3 8 4 11 12 9 21 -1 -4 18 22 14 -14 -3 -15 -16 25 27 -10 -12 -5 23 -2 -11 -9 -27 28 -6 -29 right_child=1 5 6 7 10 -7 -8 17 19 24 20 -13 13 15 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31 leaf_value=-0.009838961551737092 -0.0038510815797722733 0.0087495523140205672 -0.0047365586471582793 -0.004443868699478686 0.0037162718357303492 0.010543177101654706 -0.007711247855540831 0.0045190442024164975 -0.0093673101853302982 -0.0025166609222352964 0.0060015435629117977 0.002157334392251741 -0.017741440591537799 0.00894379404368267 -0.018113115524929752 0.0054852715013530232 0.0064371457125841141 0.0028366769043827551 -0.0065477623976794956 -0.0073883684028320943 -0.0045847514619539523 -0.0016032365111334 0.00079317950121823248 0.0017989153852914878 -0.00021570856494152398 -0.0014418984315431034 0.0012077660905778266 0.0025390035570141073 -0.0039564367824429817 0.0045532939065448383 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0.99188911914825451 5.9105306718265645e-05 -4.4999999999999991 2.3750000000000004 0.36455024778842932 0.99991196393966686 -7.4999999999999991 3.9650000000000003 5.2250000000000005 3.9827746149967433e-06 8.3400000000000016 4.955000000000001 0.85901859402656566 2.2150000000000003 0.00077296534436750014 5.7950000000000008 2.5250000000000004 0.66751700680272119 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.3750000000000004 3.0150000000000001 -380.49999999999994 4.0250000000000012 6.4350000000000014 4.9450000000000012 0.72245564892623726 1.0000000180025095e-35 decision_type=2 2 2 8 10 2 2 8 10 8 2 10 10 2 10 2 10 10 2 10 10 10 8 10 10 10 10 10 2 2 left_child=2 3 10 5 22 12 23 9 -6 15 -1 14 -2 17 -9 -4 27 18 -7 -15 -21 -22 -5 -3 25 -25 -27 -10 29 -14 right_child=1 6 7 4 8 13 -8 11 16 -11 -12 -13 28 19 -16 -17 -18 -19 -20 20 21 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.0098339675240865856 0.00034980704149033753 0.0089355230209998623 -0.0054507912888993202 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558995 60687 18411 42276 114830 80980 14488 63794 478015 17186 28173 14103 17159 42843 10021 7154 850 6949 1345 233 3923 16409 8200 1557 682 9587 12656 11598 is_linear=0 shrinkage=0.01 Tree=324 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 11 11 11 11 11 1 1 6 1 3 4 1 2 4 1 6 2 6 3 6 6 47 2 split_gain=10577.7 2507.48 613.914 244.571 164.149 139.182 99.6912 77.0607 48.3569 42.6995 39.8135 26.0762 24.143 123.87 26.7746 21.5284 19.9431 24.0491 18.8936 18.6252 16.5034 16.0278 15.7711 15.3919 15.222 14.4652 17.8607 17.2961 13.4308 12.3621 threshold=0.0038593490608036002 0.99188911914825451 5.9105306718265645e-05 -4.4999999999999991 0.36455024778842932 0.99991196393966686 -7.4999999999999991 0.254873737692833 3.9827746149967433e-06 0.00038402208883780005 0.85901859402656566 0.063380397856235463 -57.499999999999993 -56.499999999999993 317.50000000000006 -8.4999999999999982 0.31287650602409645 19.500000000000004 -128.49999999999997 0.87596153846153857 16.500000000000004 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19.5396 23.69 22.4935 18.2843 17.4054 17.2537 38.5597 16.1954 18.0016 16.0652 15.1483 15.7526 14.283 13.8705 13.3906 12.191 threshold=0.0038593490608036002 0.99188911914825451 5.9105306718265645e-05 -4.4999999999999991 0.76014459133148204 0.99991196393966686 -7.4999999999999991 0.254873737692833 0.063380397856235463 3.9827746149967433e-06 0.00038402208883780005 -57.499999999999993 -56.499999999999993 -8.4999999999999982 0.31287650602409645 19.500000000000004 1.0000000180025095e-35 0.87596153846153857 0.93763888888888902 20.500000000000004 0.28015151515151521 16.500000000000004 1.0000000180025095e-35 -348.49999999999994 0.13660287081339714 1.0000000180025095e-35 0.51271277741865984 0.59397644927536242 0.46446608946608953 -53.499999999999993 decision_type=2 2 2 8 2 2 8 2 2 2 2 8 8 8 2 8 2 2 2 10 2 8 2 10 2 2 2 2 2 10 left_child=2 3 9 4 8 11 10 26 14 -1 -4 -3 -13 -14 15 -2 -17 21 29 20 -10 -9 -23 -11 -12 -26 -5 28 -24 -6 right_child=1 5 6 7 18 -7 -8 17 19 23 24 12 13 -15 -16 16 -18 -19 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21.790178492665291 272.33620848879218 530.54275048151612 1512.7393101733178 500.19970738887787 26.345070768147707 79.189540769904852 204.14965932071209 2570.9031240828335 283.6022561006248 662.78048204630613 188.3082372546196 1273.2109291022643 866.90997599437833 172.72815216518939 384.47495000809431 19.628982856869698 77.944024011492729 339.01962511241436 leaf_count=382627 560 6758 34863 5310 5611 98421 17186 326 452 25457 5889 107 2285 7259 15015 3590 218 610 1246 12283 1397 4629 1400 69931 20310 2732 5403 128 605 1904 internal_value=0 0.00519993 -0.00780478 0.00161688 0.00252629 0.00972417 -0.00394694 -0.00145438 0.00165806 -0.00935196 -0.00303721 0.00710619 0.00592915 0.00656146 0.000465323 -0.00106519 -0.000332594 0.000341918 0.00533873 0.00251117 0.00052204 -2.8194e-05 -0.000292939 -0.00794728 -0.00193725 -0.00255569 -0.00360391 0.00180451 0.00240259 0.00492957 internal_weight=0 15384.6 10294.6 8585.29 6623.93 6799.27 2946.82 1961.35 5061.43 7347.82 2364.35 1573.91 824.669 802.879 2110.6 597.862 526.545 1068.47 1562.51 2950.83 379.923 989.277 948.662 1847.98 1409.66 1039.64 892.885 285.881 266.252 1358.36 internal_count=734512 175517 558995 60687 42276 114830 80980 18411 33515 478015 63794 16409 9651 9544 19383 4368 3808 7698 8761 14132 1849 7088 6762 95388 28931 23042 10713 2133 2005 7515 is_linear=0 shrinkage=0.01 Tree=326 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 11 1 10 10 11 10 10 10 11 11 10 10 1 10 10 10 0 4 2 10 2 10 10 11 split_gain=10285.7 2480.32 614.965 235.086 266.344 159.497 141.583 98.2976 65.6969 54.6233 49.0727 47.958 42.5044 33.2696 32.5593 30.4654 29.3045 25.3275 93.5768 27.1514 24.1871 23.7784 23.4307 23.9359 30.5942 23.4099 71.1374 32.8843 23.0763 20.4818 threshold=0.0038593490608036002 0.99188911914825451 5.9105306718265645e-05 -4.4999999999999991 2.3750000000000004 0.6303343176841737 0.99991196393966686 -7.4999999999999991 3.9650000000000003 3.4950000000000006 3.9827746149967433e-06 5.2250000000000005 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8209 30454 1355 3077 7715 98421 415 4434 14981 95388 20951 27 16744 5080 12389 434 875 6643 558 2568 124 600 1657 803 36 667 2166 5153 1390 internal_value=0 0.00516804 -0.00778478 0.00160151 -0.00144144 0.00250182 0.00970592 -0.00392151 -0.00358559 0.00149717 -0.0093426 -0.00301521 -0.00761523 -0.00776164 0.00224481 -0.00414847 -0.00567253 0.00707114 0.00617635 0.00043505 0.00489889 -0.00249103 0.00148971 -0.000546273 0.000536071 0.0048993 0.00292966 0.00499004 -0.00622197 -0.00143542 internal_weight=0 15325.3 10218.3 8581.05 1959.19 6621.85 6744.23 2936.35 1464.07 4666.42 7281.96 2357.83 578.52 576.837 3158.27 1445.28 742.961 1565.94 1047.44 223.353 495.116 131.051 2033.57 442.304 363.595 1955.44 461.126 361.616 690.139 721.113 internal_count=734512 175517 558995 60687 18411 42276 114830 80980 14488 31692 478015 63794 17186 17159 23121 42843 10021 16409 8200 1557 3923 682 18041 3060 2460 10584 2869 2202 9587 4467 is_linear=0 shrinkage=0.01 Tree=327 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 11 11 11 11 1 1 5 1 3 4 28 2 3 5 4 1 3 4 2 5 2 2 5 split_gain=10143.2 2466.45 615.389 230.43 157.535 142.649 97.6478 74.0898 49.7665 49.4286 41.6053 23.7159 119.732 28.4714 21.0448 18.9855 23.2653 21.919 18.8042 17.29 16.9671 16.7603 16.2086 16.1753 54.1033 17.6222 14.9299 19.9184 14.9192 14.9081 threshold=0.0038593490608036002 0.99188911914825451 5.9105306718265645e-05 -4.4999999999999991 0.76014459133148204 0.99991196393966686 -7.4999999999999991 0.49114476144313818 0.063380397856235463 3.9827746149967433e-06 0.00038402208883780005 -57.499999999999993 -56.499999999999993 3.5000000000000004 -8.4999999999999982 0.31287650602409645 19.500000000000004 1.0000000180025095e-35 0.87596153846153857 0.93763888888888902 1.5000000000000002 16.500000000000004 -348.49999999999994 0.28629976580796251 27.500000000000004 0.68438714235252573 2.5000000000000004 0.95209409064830763 0.13660287081339714 3.5000000000000004 decision_type=2 2 2 8 2 2 8 2 2 2 2 8 8 10 8 2 8 2 2 2 10 8 10 2 10 2 10 2 2 10 left_child=2 3 9 4 8 11 10 -5 15 -1 -4 13 -13 -3 -14 16 -2 -18 21 26 23 -9 -11 24 -10 -25 -6 -28 -12 -29 right_child=1 5 6 7 19 -7 -8 18 20 22 28 12 14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 25 -26 -27 27 29 -30 -31 leaf_value=-0.0098138571057720444 -0.0064323664398167361 0.0090360581619631196 -0.0046129678475887526 -0.0031114110973732311 0.0052674786054972842 0.010492722216595678 -0.0075922070857209764 0.0073971556758412492 -0.0051911710288089462 -0.0093138677350874909 -0.00017516059642191085 -0.017241520630720372 0.0087706835382254378 0.0028635284096768673 0.0053328891468824371 0.0010460375338455115 -0.00080385433451151322 0.0085283233477520502 0.0061149040407980837 0.0079845036787875787 0.001158448592656499 8.8863308720561382e-05 -0.0072747521979871213 0.0033338741822150106 0.0027857290625574651 0.011620377386887903 0.0029831259748992096 0.01004411622680566 -0.0025165173673572338 -0.018567611782012387 leaf_weight=5396.4480581032112 70.996599309146404 656.46006345376372 947.14448535256088 1119.8416257109493 1170.3545031473041 5131.6066665649414 574.49631504621357 32.770470034331083 99.519065618515015 565.5010955221951 369.2444123737514 21.830487824976444 269.24237029626966 84.327248848974705 525.84403580054641 1515.1814348138869 500.14248637855053 26.501953851431608 62.191247005015612 202.69195441156626 747.06798913702369 739.406753025949 1254.7807096987963 1495.8334593623877 583.87730249017477 26.111556135118008 172.56208063662052 2.4065035432577115 1034.9905342236161 7.4862206727266312 leaf_count=382627 560 5915 34863 12403 6510 98421 17186 267 459 25457 5889 107 2285 843 7259 15015 3590 218 506 1246 3903 5235 69931 7030 2615 125 926 13 23042 66 internal_value=0 0.00513699 -0.0077648 0.00158662 0.00247723 0.00968816 -0.0038963 -0.0014307 0.00162242 -0.0093332 -0.0029933 0.00703767 0.00586267 0.00833341 0.00649704 0.000450694 -0.00105866 -0.000334238 0.000825065 0.00526078 0.00246094 0.00039902 -0.00790824 0.00290216 0.0016241 0.00347604 0.00485269 0.00219202 -0.00190086 -0.0116075 internal_weight=0 15264.3 10142.6 8574.94 6620.73 6689.31 2925.88 1954.21 5065.23 7216.73 2351.38 1557.7 816.917 740.787 795.086 2112.82 597.641 526.644 834.368 1555.5 2952.41 772.177 1820.28 2205.34 683.396 1521.95 1352.81 182.455 1404.23 9.89272 internal_count=734512 175517 558995 60687 42276 114830 80980 18411 33515 478015 63794 16409 9651 6758 9544 19383 4368 3808 6008 8761 14132 5502 95388 10229 3074 7155 7515 1005 28931 79 is_linear=0 shrinkage=0.01 Tree=328 num_leaves=31 num_cat=0 split_feature=6 6 4 2 2 2 2 2 2 4 2 2 2 2 8 2 6 4 4 6 6 2 2 2 2 2 6 6 4 6 split_gain=804.309 133.793 89.7529 80.1301 77.7918 64.5554 52.7272 37.2 36.0126 82.1453 41.0095 43.2182 33.8659 33.1632 32.7063 30.9328 35.8235 30.2602 35.228 25.2229 24.7138 20.4781 19.6152 31.284 19.2721 18.576 18.438 17.2199 17.1168 16.7812 threshold=1.5000000000000002 34.500000000000007 20.500000000000004 0.48581488933601619 0.51408730158730165 0.65419580419580436 0.010811126694717151 0.025978407557354904 0.050179856115107911 27.500000000000004 0.98728813559322048 0.62532051282051293 1.0000000180025095e-35 0.073574521833273163 1.0000000180025095e-35 0.091553836234687255 2.5000000000000004 15.500000000000002 28.500000000000004 1.0000000180025095e-35 3.5000000000000004 0.05298245614035086 0.41476388168137007 0.23271742593182543 0.24536878216123498 0.23845060412224586 500.50000000000006 13.500000000000002 19.500000000000004 41.500000000000007 decision_type=2 2 8 2 2 2 2 2 2 8 2 2 2 2 2 2 2 8 10 2 2 2 2 2 2 2 2 2 8 2 left_child=2 8 14 6 19 -6 -4 12 9 20 11 13 -3 -10 -1 16 -15 25 21 -5 -2 -19 23 -8 -25 -9 -20 -13 -23 -27 right_child=1 7 3 4 5 -7 22 17 10 -11 -12 27 -14 15 -16 -17 -18 18 26 -21 -22 28 -24 24 -26 29 -28 -29 -30 -31 leaf_value=-0.00050744690647937739 -0.0063978145818698838 -0.0030685632276916787 0.002273042687911724 0.0032908990224543113 -0.00029809473898515274 0.0030630303320857951 -0.0010313165250147142 -0.008342797523382817 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138648 3250 243847 209707 32983 17304 59044 68614 56428 37893 34140 150663 34766 55421 20953 is_linear=0 shrinkage=0.01 Tree=329 num_leaves=31 num_cat=0 split_feature=1 2 0 0 5 5 4 1 3 2 0 1 2 1 3 3 5 2 1 3 3 1 4 1 5 1 5 1 3 2 split_gain=618.35 201.442 228.695 160.583 123.703 106.576 102.101 72.1309 65.3342 61.7562 54.2363 52.227 46.7963 53.2594 37.1065 40.6236 36.3717 35.975 35.7942 55.1797 82.1926 38.6044 35.4127 33.7491 33.6349 32.7995 29.5568 28.5483 28.2438 28.1456 threshold=-2.4999999999999996 0.031331806282722509 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 20.500000000000004 -9.4999999999999982 0.21483516483516482 0.98728813559322048 1.0000000180025095e-35 -8.4999999999999982 0.98728813559322048 -63.499999999999993 0.47080136402387041 0.50952467343976793 5.5000000000000009 1.0000000180025095e-35 -122.49999999999999 0.87439320388349528 0.90943267259056748 -64.499999999999986 17.500000000000004 -129.49999999999997 7.5000000000000009 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34.1872 57.6237 40.1391 33.4574 33.5373 36.7432 28.5679 27.2839 26.8798 27.9939 34.344 49.2953 25.2039 24.6238 21.5069 threshold=0.0038593490608036002 0.99641901254653942 5.9105306718265645e-05 0.6303343176841737 0.99991196393966686 1.0000000180025095e-35 1.0000000180025095e-35 5.6250000000000009 1.0000000180025095e-35 3.9827746149967433e-06 2.5250000000000004 5.285000000000001 1.0000000180025095e-35 2.6150000000000007 7.0550000000000006 9.0500000000000025 1.0000000180025095e-35 6.1150000000000011 3.1250000000000004 1.0000000180025095e-35 4.9050000000000011 0.00077296534436750014 0.063380397856235463 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.9950000000000006 6.1250000000000009 8.3400000000000016 0.85901859402656566 decision_type=2 2 2 2 2 2 2 8 2 2 10 8 2 10 8 8 2 10 10 2 10 2 2 2 2 2 10 10 10 2 left_child=2 3 9 6 -3 14 7 8 12 -1 -8 21 18 -12 -4 16 23 29 -2 -20 -21 -7 -15 24 25 26 -5 -19 -16 -18 right_child=1 4 5 15 -6 11 10 -9 -10 -11 13 -13 -14 22 28 -17 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779.27715941425413 27.040638372302055 1511.6748869884759 55.880686990916729 334.25068943947554 540.80074219405651 49.435495853424072 704.68398068472743 35.327223228290677 54.379428569227457 562.48751846142113 1913.9885293245316 35.425153821706772 117.1913069114089 108.09169786423445 297.00072954595089 259.24538020044565 1.9056484177708615 836.19019705802202 leaf_count=382627 2029 13734 23866 2739 98421 28024 3286 2244 1661 95388 355 16993 172 14842 682 3595 2505 353 10298 315 462 11383 9231 198 563 512 1602 1460 32 4940 internal_value=0 0.00509923 -0.00773978 0.00171115 0.00985779 -0.00386651 0.000557518 -0.00119811 -0.00226474 -0.00932158 0.00130818 -0.00283628 -0.00325271 0.00175585 -0.00655239 0.00401293 0.00362962 0.00473627 -0.00351911 -0.00471265 0.00104615 -0.00394599 0.00160856 0.00164728 0.00131301 0.000635165 -0.00019676 0.00147709 0.000985088 0.00546688 internal_weight=0 15183.4 10046.5 8868.81 6314.59 2913.16 5907.86 1769.47 1450.08 7133.3 4138.39 2105.54 1227.45 3494.72 807.623 2960.96 2626.71 1685.67 1200.41 794.391 89.7067 1326.26 3425.66 941.035 905.61 788.419 680.327 308.681 57.7863 1376.99 internal_count=734512 175517 558995 63362 112155 80980 44895 17181 14937 478015 27714 56400 13276 24428 24580 18467 14872 9258 13104 11075 777 39407 24073 5614 5416 4853 4341 1813 714 7445 is_linear=0 shrinkage=0.01 Tree=331 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 10 11 1 1 10 10 11 10 10 10 10 10 11 11 10 1 1 11 10 0 4 2 10 10 2 split_gain=9827.72 2434.63 615.879 231.641 185.395 146.382 101.083 97.2931 79.5508 121.643 53.5927 50.1539 47.1079 39.403 35.0295 33.6647 33.3098 31.1086 29.801 28.4878 85.4675 86.7917 32.7764 23.6658 23.3152 22.9303 29.2784 21.8347 20.6125 19.1264 threshold=0.0038593490608036002 0.99641901254653942 5.9105306718265645e-05 0.6303343176841737 -390.49999999999994 2.4250000000000003 0.99991196393966686 -7.4999999999999991 -3.4999999999999996 2.3750000000000004 3.4950000000000006 3.9827746149967433e-06 5.2250000000000005 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8580 3021 98421 415 3062 1703 14973 95388 20951 27 8647 712 16744 5081 12389 1881 134 282 6737 220 596 1649 415 589 2701 389 internal_value=0 0.00506831 -0.0077196 0.00169544 0.000552003 -0.00289049 0.0098411 -0.00384145 0.00398154 0.00130278 0.00146372 -0.00931207 -0.00293852 -0.0075533 -0.00478451 -0.00130012 -0.00770143 0.00220401 -0.00407014 0.00498668 0.002608 -0.00680143 0.00554414 -0.00374855 0.00146628 -0.000564988 0.000489442 -0.00499844 0.00379485 0.00468298 internal_weight=0 15123.8 9972.41 8861.49 5906.99 1236.85 6262.31 2902.92 2954.5 806.123 4670.14 7069.5 2334.93 567.989 949.151 556.337 566.199 3160.7 1428.34 2148.38 407.892 78.059 1740.48 279.47 2035.27 442.277 364.18 235.943 663.064 114.256 internal_count=734512 175517 558995 63362 44895 13212 112155 80980 18467 6286 31683 478015 63794 17186 11668 3224 17159 23103 42843 12181 2297 416 9884 1521 18022 3049 2453 1301 3147 804 is_linear=0 shrinkage=0.01 Tree=332 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 47 47 10 11 10 10 10 10 10 47 10 2 11 11 6 10 11 18 10 47 10 10 6 11 10 split_gain=9691.18 2421.16 616.198 227.897 102.053 79.4533 74.5157 88.7486 50.5114 43.525 43.0509 37.0222 34.8161 33.8871 55.6486 38.9828 39.4221 28.0695 26.4066 24.6101 22.2176 21.1621 21.0483 19.0369 47.1142 22.4472 19.5834 18.6217 18.5843 19.202 threshold=0.0038593490608036002 0.99641901254653942 5.9105306718265645e-05 0.6303343176841737 0.99991196393966686 1.0000000180025095e-35 1.0000000180025095e-35 5.6250000000000009 3.9827746149967433e-06 2.5250000000000004 5.285000000000001 2.6150000000000007 7.0550000000000006 9.0500000000000025 1.0000000180025095e-35 6.1150000000000011 0.61925832279814597 0.00077296534436750014 0.063380397856235463 9.5000000000000018 8.3400000000000016 0.85901859402656566 1.0000000180025095e-35 3.2050000000000005 1.0000000180025095e-35 6.4350000000000014 5.8350000000000009 780.50000000000011 0.12629276514053342 2.9250000000000003 decision_type=2 2 2 2 2 2 2 8 2 10 8 10 8 8 2 10 2 2 2 2 10 2 2 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76046 137141 95953 14295 6122 8173 3510 696 5426 41188 38086 83752 35368 48384 25650 23673 is_linear=0 shrinkage=0.01 Tree=334 num_leaves=31 num_cat=0 split_feature=1 5 0 2 0 5 3 0 1 2 3 1 3 3 1 3 3 1 1 1 1 2 2 2 47 3 1 0 1 1 split_gain=565.831 193.264 151.966 137.904 164.772 101.595 91.1211 76.085 71.0874 61.5901 60.29 50.383 35.6762 39.1958 33.4358 52.4427 77.6332 37.2514 33.4292 30.7094 40.3845 28.6557 51.7404 38.4476 28.2211 27.7304 27.4471 24.5014 36.5409 27.7625 threshold=-2.4999999999999996 2.5000000000000004 1.0000000180025095e-35 0.031331806282722509 1.0000000180025095e-35 2.5000000000000004 0.20087719298245613 1.0000000180025095e-35 -9.4999999999999982 0.98728813559322048 0.21483516483516482 -8.4999999999999982 0.47080136402387041 0.50952467343976793 -122.49999999999999 0.87439320388349528 0.90943267259056748 -64.499999999999986 -129.49999999999997 -35.499999999999993 -63.499999999999993 0.76024883359253514 0.74443344878772899 0.66751700680272119 1.0000000180025095e-35 0.77296157450796643 -75.499999999999986 1.0000000180025095e-35 -66.499999999999986 -339.49999999999994 decision_type=8 10 2 2 2 8 2 2 10 2 2 10 2 2 10 2 2 10 10 10 10 2 2 2 2 2 10 2 10 10 left_child=1 3 5 7 10 9 19 -1 24 21 -5 14 -4 -14 18 -16 17 26 25 20 -3 22 23 -2 -6 -12 -17 29 -29 -8 right_child=2 6 12 4 8 -7 27 -9 -10 -11 11 -13 13 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0026059098155626088 0.0014398232060431032 -0.00081556812228435552 0.0030785176901510598 0.00049424323018605859 -0.0021821179903842012 -0.0032679825854964894 -0.0004499474354379231 -0.00039297373487057723 -0.0084758043757556627 0.0071052292138830591 -0.0021064790331600854 -0.0084846918177202101 0.0071190379847759448 0.0035341673613424503 -0.0017852838215794847 0.00026662743818922185 -0.001978960770034338 -0.00028882529431716123 -0.0076178676280570738 -0.012734041325089533 0.0064125612316425426 -0.0027416210508710453 0.005167889530092242 -0.0041927925620607676 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0.00115885 0.00146237 0.00167889 -0.00170233 -0.00199793 0.00423897 0.00546007 -0.00190302 -0.00144179 0.0014224 0.00542097 -0.00280175 0.000668878 0.00124856 0.00144379 0.00159175 0.00126803 0.00182012 -0.00254802 0.00790757 -0.00459892 -0.001041 -0.00495382 internal_weight=0 17008.8 7799.74 14673.1 11284.9 5282.06 2335.63 3388.21 1999.46 4827.85 9285.45 8184.11 2517.68 1226.78 8066.1 5330.48 570.808 262.371 2735.62 395.257 378.871 4627.37 4469.37 4098.38 1929.98 2598.71 182.774 1940.38 175.997 1764.38 internal_count=734512 545800 188712 435764 373492 133881 110036 62272 42103 116292 331389 312291 54831 26141 301340 187458 20964 7837 113882 7431 7096 112336 107992 100040 36027 106222 5428 102605 4568 98037 is_linear=0 shrinkage=0.01 Tree=335 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 10 11 11 2 11 10 0 6 6 6 10 10 5 10 10 10 0 5 2 10 10 10 10 5 split_gain=9518.69 2400.44 616.474 223.497 102.772 72.2339 51.562 50.8714 46.4253 42.5778 41.3291 33.3149 29.9097 26.8801 21.1325 20.8252 35.355 18.9848 18.9832 18.1231 17.7324 20.3108 17.603 17.3971 22.0736 33.7867 21.5505 35.8044 26.8872 16.3318 threshold=0.0038593490608036002 0.99641901254653942 5.9105306718265645e-05 0.6303343176841737 0.99991196393966686 5.4850000000000012 5.4450000000000012 3.9827746149967433e-06 0.12629276514053342 0.77525510204081638 0.0006686623964924001 9.0500000000000025 1.0000000180025095e-35 410.50000000000006 460.50000000000006 23.500000000000004 6.0550000000000006 3.2050000000000005 3.5000000000000004 6.0750000000000011 5.8550000000000013 5.455000000000001 1.0000000180025095e-35 1.5000000000000002 0.23562458691341701 8.2000000000000011 7.6350000000000007 6.1150000000000011 5.2550000000000008 7.5000000000000009 decision_type=2 2 2 2 2 8 10 2 2 2 2 8 2 2 2 2 10 10 10 8 10 10 2 10 2 10 10 10 10 8 left_child=2 3 7 6 17 10 8 -1 18 12 -4 14 13 15 23 16 -8 -3 -2 -9 21 -17 -11 26 -25 29 27 28 -5 -26 right_child=1 4 5 11 -6 -7 9 19 -10 22 -12 -13 -14 -15 -16 20 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.0097912196968274207 -0.00053100490513151224 0.0088458930455404712 -0.0060072044732416841 0.0037275848118003018 0.010450662284791858 -0.0012207588011471993 0.005647177164346655 -0.0082630817272929362 0.0012566815504309271 -0.0067873902062599977 -0.0031692359794519664 0.0069181260052945904 -0.001162360863414738 -0.0076229349167802087 -0.0049938072009782213 0.022179086624295411 8.1791773394294113e-05 0.0062620940358360131 -0.0045053442384340595 -0.0054845153308821469 0.0079920120203971819 0.0010877651689741796 0.0037580110785033097 0.0047882165172530985 0.0017901269712148485 -0.01465924354787794 0.010603207288895539 -0.0012478268610996446 0.006910685085924656 -0.016167661935928383 leaf_weight=5162.8719111401588 2707.1557673346251 449.59058632701635 1170.6862669754773 1302.1124235130847 4914.7441435772926 795.21799371391535 241.78645107336342 1482.5425872923806 2092.1658711507916 63.245086409151554 913.60679705068469 328.685497418046 129.31310858204961 19.266279090195894 28.698611617088318 4.8692251332104197 216.2236414924264 773.83220195770264 125.76514189876616 278.90369045641273 207.23728962615132 73.274845659732819 21.113677445799112 255.58855065703392 501.7211096547544 13.096367396414278 50.650478079915047 121.61248852312565 333.28871451318264 5.1160549148917189 leaf_count=382627 24989 7370 43829 7697 98421 16413 1860 82421 11102 377 20738 3595 796 206 130 48 1373 6364 1715 12967 1467 830 132 1473 2654 112 246 727 1806 27 internal_value=0 0.00500064 -0.00767349 0.00166536 0.00980507 -0.00378493 0.00054309 -0.00929057 0.000126913 0.00264249 -0.00476324 0.00391765 0.00328471 0.00403874 0.00354006 0.00434097 0.00301979 0.0072116 -0.000707442 -0.00782313 0.00646133 0.00240198 -0.00414804 0.00363487 0.00238196 0.00119909 0.0041724 0.00398701 0.00437629 0.00160886 internal_weight=0 14980.2 9803.83 8841.99 6138.17 2879.51 5901.42 6924.32 4925.09 976.33 2084.29 2940.57 891.971 762.658 2611.88 743.391 458.01 1223.42 2832.92 1761.45 285.381 78.1441 84.3588 2583.19 775.522 519.934 1807.66 1757.01 1635.4 506.837 internal_count=734512 175517 558995 63362 112155 80980 44895 478015 37806 7089 64567 18467 6580 5784 14872 5578 3233 13734 26704 95388 2345 878 509 14742 4266 2793 10476 10230 9503 2681 is_linear=0 shrinkage=0.01 Tree=336 num_leaves=31 num_cat=0 split_feature=3 3 3 3 18 18 28 3 3 3 3 3 3 18 28 3 3 3 3 3 3 3 3 3 3 28 3 3 3 3 split_gain=187.373 202.304 213.171 134.208 53.9448 28.5544 27.841 27.4323 49.6595 26.3316 20.4343 74.4479 17.1927 16.9719 16.4743 16.3289 25.2294 14.4185 14.2904 67.0574 26.0231 13.4617 46.6237 22.4991 13.4334 13.3944 13.1628 24.4477 12.6038 11.8239 threshold=0.50117370892018787 0.49441323345817728 0.25018968133535663 0.97156334231805941 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.92342186961021067 0.90844616376531284 0.90943267259056748 0.68457101658255237 0.66536458333333337 0.71132478632478646 1.0000000180025095e-35 1.0000000180025095e-35 0.31287650602409645 0.31838294448913923 0.53873431533006011 0.76506899055918665 0.76764950166112966 0.74213338610726309 1.0000000180025095e-35 0.24328334268987087 0.21483516483516482 0.91321465251626177 1.0000000180025095e-35 0.87439320388349528 0.87577160493827166 0.94754041967664271 0.65582584170632829 decision_type=2 2 2 2 2 2 2 2 2 2 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 6 14 7 8 10 -10 11 17 -12 -3 -4 -7 -17 -2 20 -20 -14 -1 23 -23 -11 -25 -21 -28 -9 -19 right_child=3 13 5 -5 -6 15 -8 28 9 24 12 -13 18 -15 -16 16 -18 29 19 26 -22 22 -24 25 -26 -27 27 -29 -30 -31 leaf_value=0.0016014435225282545 -0.0029152812992097798 0.003479822914531347 -0.0016095307382487014 0.0015360976277354384 -0.0058682571219099838 -0.0050213747821058257 -0.0036765679429241337 -0.0046707508328383265 0.0065562250362976226 -0.0090505239249204575 -0.0032567557179053975 0.0015314334081244058 -0.0020750166435535098 -0.0025701733227226266 -0.0046398243511441726 0.015036332814187004 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22084 2285 7455 167 3409 97967 12545 55135 20468 16653 14027 4427 1905 347 2910 9736 12453 2570 internal_value=0 0.000825302 0.000203909 -0.000919514 -0.00138095 -0.00158984 -0.00126038 -0.00114171 -0.00100411 0.00381431 -0.00112258 -0.000673952 -0.00165903 0.00336627 -0.00175687 0.00265093 0.00404416 -0.00140402 -0.00138075 -0.00191254 -0.000564755 0.00135826 0.000474512 -0.00119528 -0.000785893 -0.00489019 -0.00144542 0.000229295 -0.00329577 -0.00112938 internal_weight=0 12812.6 10295 11844.2 9970.61 4031.1 9709.71 9255.15 8699.43 208.759 8490.67 4623.85 3866.82 2517.64 3878.34 152.759 129.282 3473.86 3293.22 1993.83 1299.38 6263.9 1351.68 747.471 77.9612 135.029 1872.36 375.257 555.72 2939.64 internal_count=734512 326469 269314 408043 370976 142623 357519 335634 306901 6651 300250 151335 148915 57155 137999 4624 3576 121163 122878 80326 42552 126691 35454 21427 2459 4774 67781 12646 28733 100537 is_linear=0 shrinkage=0.01 Tree=337 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 11 1 10 10 11 10 11 10 10 10 1 1 5 2 2 11 10 5 10 11 10 10 1 10 split_gain=9374.49 2387.43 616.555 225.361 280.717 179.048 103.704 97.7017 70.7884 59.3375 51.236 45.6515 40.6177 37.4242 32.7087 29.6953 85.2931 72.4985 41.2963 49.5315 29.6618 29.1115 27.8689 26.9889 25.5313 24.9596 24.2666 23.9706 22.2399 20.8243 threshold=0.0038593490608036002 0.99641901254653942 5.9105306718265645e-05 -1.0000000180025095e-35 2.3750000000000004 0.76014459133148204 0.99991196393966686 -7.4999999999999991 3.9650000000000003 2.5250000000000004 3.9827746149967433e-06 5.2250000000000005 0.063380397856235463 8.2700000000000014 5.7950000000000008 6.1150000000000011 -60.499999999999993 -53.499999999999993 2.5000000000000004 0.95209409064830763 0.61569230769230787 0.00077296534436750014 4.9450000000000012 5.5000000000000009 1.635 0.6303343176841737 2.3750000000000004 2.6150000000000007 -89.499999999999986 4.8650000000000011 decision_type=2 2 2 8 10 2 2 8 10 10 2 8 2 8 10 10 10 10 10 2 2 2 10 10 10 2 8 10 10 10 left_child=2 3 10 5 26 9 -3 11 25 20 -1 21 -11 -9 22 29 18 -18 -17 -20 24 -4 -10 -16 -2 -6 -5 -14 -22 -7 right_child=1 6 7 4 8 15 -8 13 14 12 -12 -13 27 -15 23 16 17 -19 19 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0097857354875999225 0.0012252172498797497 0.0071765069406224333 -0.00520958833048101 0.0024915141377614067 -0.0026633484646091904 0.0046249545474426543 0.010440918063120197 -0.0081235434489565755 -0.0042741526284169155 0.00082646273703713578 -0.0078020854159410458 -0.0010921566145767586 0.0093167160694673009 0.0033293017523769808 -0.0012273189670345081 0.0078444858151720167 -0.019879556887477258 0.00099223752311114553 0.001770135984186157 -0.026102168007119089 -0.010548839999049318 -0.0023007122007702393 -0.008248210074434794 0.017956784067053436 -0.0038254404264574295 0.0011387978802677426 0.0068779766621322016 0.0026603589762900812 -0.0024839286862857772 0.0070796264828558129 leaf_weight=5109.12912774086 427.44793671369553 1216.3852084204555 810.51447756867856 215.48121957108378 470.0271381828934 644.22918428480625 4866.8407905865461 529.72965359222144 365.70988699607551 1735.0508871860802 1747.4549791552126 900.72916656173766 55.274950876832008 30.155804987996817 48.876422690227628 188.158123254776 27.417926020920277 42.344364710152149 87.600486345589161 6.8762869909405699 47.336004674434662 597.79309368506074 341.00325432606041 8.6278669200837594 130.68699732422829 272.9004962220788 304.11211017891765 2547.2967403568327 123.14556597173214 745.59202141314745 leaf_count=382627 2129 13734 30454 1555 3063 4295 98421 16968 4490 17290 95388 20951 255 218 408 1095 123 256 516 69 236 12389 5190 49 742 1689 2996 12251 653 4012 internal_value=0 0.00496709 -0.00765151 0.00164767 -0.00127956 0.00251904 0.00978818 -0.00375905 -0.00346476 0.00156807 -0.00928019 -0.00285034 0.00201162 -0.00750669 -0.00560158 0.0052844 0.00269168 -0.00721078 0.00513589 -0.000258489 -0.0010725 -0.00397484 -0.00619171 0.00165104 4.26084e-05 -0.0012667 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1.0000000180025095e-35 1.0000000180025095e-35 3.9827746149967433e-06 0.00038402208883780005 0.38119783996072654 26.500000000000004 1.0000000180025095e-35 0.92614999413490307 0.12629276514053342 0.044676627963781308 0.023589946329593603 0.87439320388349528 1.0000000180025095e-35 0.55298573975044574 1.0000000180025095e-35 0.11180555555555556 0.25018968133535663 1.0000000180025095e-35 22.500000000000004 0.37323383084577116 0.3686367558239862 0.8622844827586208 0.86391694725028068 7.5000000000000009 29.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 10 10 left_child=2 3 7 6 17 -4 13 -1 -7 10 -8 20 16 21 -12 -11 -13 18 -3 -15 -5 -2 -9 -23 25 29 28 -28 -10 -14 right_child=1 4 5 11 -6 8 9 22 26 15 14 12 24 19 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0097805668445925757 -0.00026644732241596969 0.0070348334546677391 -0.0064356818445838763 0.0045294101737872071 0.010431270756932688 -0.0043453668835960876 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10683 17181 6944 19398 4852 13734 6895 5354 7784 11827 95388 9578 5831 2420 25539 3347 22192 2387 is_linear=0 shrinkage=0.01 Tree=339 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 11 11 11 11 6 1 5 6 6 0 11 1 1 1 4 1 5 1 1 4 6 4 6 split_gain=9114.03 2360.93 617.016 218.864 174.126 105.621 96.5895 79.9143 51.956 44.1502 39.7404 27.3636 18.5007 18.2576 19.9839 30.9604 18.1542 17.9835 17.3746 17.1863 16.8079 16.0717 24.0329 16.5179 15.5625 14.9387 14.4214 15.3755 13.1343 17.6484 threshold=0.0038593490608036002 0.99641901254653942 5.9105306718265645e-05 -1.0000000180025095e-35 0.76014459133148204 0.99991196393966686 -7.4999999999999991 0.49114476144313818 3.9827746149967433e-06 0.063380397856235463 0.00038402208883780005 450.50000000000006 -208.49999999999997 2.5000000000000004 28.500000000000004 88.500000000000014 1.0000000180025095e-35 0.96394401788711548 -66.499999999999986 -348.49999999999994 -302.49999999999994 20.500000000000004 -74.499999999999986 2.5000000000000004 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0.00153976 -0.00280622 0.00521098 0.00710748 0.00535196 0.00269647 -0.00331069 0.000907841 0.0041756 0.00459326 -0.00776189 -0.0121256 0.00232935 0.000410954 0.00261295 0.00221709 0.00110953 -6.0868e-05 -0.000476275 0.00043659 -0.00170017 internal_weight=0 14805.5 9584.42 8822.45 6802.46 5983.06 2849.5 2019.99 6734.92 5068.57 2296.63 1733.89 1203.82 1712.33 224.908 44.4368 917.205 180.471 23.4291 1721.68 21.0078 2954.13 380.457 2573.67 250.892 209.467 622.211 579.096 2114.44 253.22 internal_count=734512 175517 558995 63362 43922 112155 80980 19440 478015 33556 63794 10366 13734 10274 1295 234 7076 1061 98 95388 136 14149 1850 12299 1226 1042 4486 4142 19407 2468 is_linear=0 shrinkage=0.01 Tree=340 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 11 11 5 5 5 3 3 28 38 2 2 3 18 3 3 13 2 5 2 3 18 2 3 split_gain=8986.04 2347.82 617.231 209.697 106.587 52.3184 50.0931 41.9487 27.2344 25.4661 18.398 16.58 14.9525 31.1347 16.0662 14.1855 13.2725 13.1059 12.9626 13.431 11.8842 11.1161 10.2737 10.9164 13.8331 9.36359 16.5607 9.02808 8.99565 8.90777 threshold=0.0038593490608036002 0.99641901254653942 5.9105306718265645e-05 0.6303343176841737 0.99991196393966686 3.9827746149967433e-06 0.0004375023563625001 0.12629276514053342 0.92614999413490307 1.5000000000000002 1.5000000000000002 2.5000000000000004 0.82240143369175633 0.8238526179702651 1.0000000180025095e-35 1.0000000180025095e-35 0.13660287081339714 0.15018796992481201 0.48850422832980972 1.0000000180025095e-35 0.75882841711674287 0.53629776021080378 1.0000000180025095e-35 0.7003401360544218 4.5000000000000009 0.68438714235252573 0.31287650602409645 1.0000000180025095e-35 0.75110619469026563 0.8185736677115989 decision_type=2 2 2 2 2 2 2 2 2 8 10 8 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 left_child=2 3 5 7 11 -1 29 10 9 18 12 -3 14 -14 15 20 -8 -11 19 -5 -2 -17 23 25 -25 -9 -27 -15 -16 -4 right_child=1 4 6 8 -6 -7 16 22 -10 17 -12 -13 13 27 28 21 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.0097701761906346229 -0.00022542167886807575 0.0074813257494190776 -0.0055148486007025191 0.0020093424413643694 0.010412125695293649 -0.0077416515436221417 -0.00094139679075590536 0.0016435241803620716 0.0047746850688979462 0.0037406010598444589 -0.0014370987021315631 0.003683165817595464 0.033217817661099221 0.0018169803792583606 0.0028085401295590935 0.0026373002650367985 -0.0030361720842952641 -0.00026882646510988795 0.0046592327139197412 0.0093056779662932521 -0.0039214760736061786 0.025187815680968156 0.011442200952006662 6.7699118643210738e-05 -0.013025285723583255 0.0018115847773694464 0.019189661416316221 -0.0092978300741590157 0.013671586714628481 -0.0031747117888851865 leaf_weight=4965.9880220741034 1836.1427872981876 1068.8602212816477 1078.1295862337574 439.64600032567978 4735.9988469518721 1708.9831686280668 408.98999738879502 2146.6643202267587 1438.1806567199528 110.12666661292315 893.78429430164397 128.7787665836513 3.1432521697133771 454.71485333889723 97.75698559358716 5.1431343369185907 1161.3185814581811 313.92760801687837 589.47493334114552 26.764890849590302 91.321906441822648 3.8018063716590405 10.353529810905455 308.09599293395877 8.2864690683782083 15.61022812500596 8.4532798230648041 7.4272425174713126 8.2677779607474786 191.56437257491052 leaf_count=382627 15851 12499 40053 2571 98421 95388 6920 11305 10501 602 10369 1235 35 3415 919 44 27085 1608 3069 116 980 40 47 1581 41 95 37 69 67 6922 internal_value=0 0.00487488 -0.00758949 0.00160204 0.00973814 -0.00925082 -0.00368481 0.000517375 0.00379469 0.00284235 -0.000205205 0.00707292 0.000233858 0.00185169 -0.000134698 -0.000342231 -0.00249058 0.00077242 0.00367366 0.00242804 -0.000400538 0.0122218 0.00150152 0.00146013 -0.000275223 0.00171306 0.00791634 0.00163835 0.00365564 -0.00516178 internal_weight=0 14750.7 9514.97 8817.09 5933.64 6674.97 2840 5898.97 2918.12 1479.94 3401.5 1197.64 2507.72 465.285 2042.43 1936.41 1570.31 424.054 1055.89 466.411 1927.46 8.94494 2497.46 2487.11 316.382 2170.73 24.0635 462.142 106.025 1269.69 internal_count=734512 175517 558995 63362 112155 478015 80980 44895 18467 7966 31789 13734 21420 3519 17901 16915 34005 2210 5756 2687 16831 84 13106 13059 1622 11437 132 3484 986 46975 is_linear=0 shrinkage=0.01 Tree=341 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 11 1 10 10 11 10 10 10 11 6 10 10 1 1 5 6 3 1 6 11 10 5 10 10 split_gain=8859.62 2334.86 617.404 214.89 275.339 169.296 107.526 96.1083 69.8002 57.7818 52.6784 45.3905 40.0988 37.7425 36.8214 32.2315 32.214 29.3315 84.0416 70.9187 40.5255 64.1984 28.8162 36.6282 34.5555 28.3792 27.6766 26.3837 24.0014 20.5041 threshold=0.0038593490608036002 0.99641901254653942 5.9105306718265645e-05 -1.0000000180025095e-35 2.3750000000000004 0.76014459133148204 0.99991196393966686 -7.4999999999999991 3.9650000000000003 2.5250000000000004 3.9827746149967433e-06 5.2250000000000005 2.5650000000000004 8.2700000000000014 0.063380397856235463 158.50000000000003 5.7950000000000008 6.1150000000000011 -60.499999999999993 -53.499999999999993 2.5000000000000004 26.500000000000004 0.54186137071651097 -89.499999999999986 1.5000000000000002 0.00077296534436750014 4.9450000000000012 5.5000000000000009 2.3750000000000004 4.8650000000000011 decision_type=2 2 2 8 10 2 2 8 10 10 2 8 10 8 2 2 10 10 10 10 10 2 2 10 2 2 10 10 8 10 left_child=2 3 10 5 28 9 -3 11 15 22 -1 25 -11 -9 -14 -6 26 29 20 -20 -19 -22 23 -2 -24 -4 -10 -18 -5 -7 right_child=1 6 7 4 8 17 -8 13 16 12 -12 -13 14 -15 -16 -17 27 18 19 -21 21 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0097649532873949219 -0.0085947160065441529 0.0070387203476368022 -0.0051199795335635512 0.002461281852369027 -0.0018885298395396432 0.0044860750595096515 0.010402625872703051 -0.0080554621368166199 -0.0042511379798610945 0.010430756253377462 -0.0077213819333813898 -0.00099840029582030985 0.00071233503501610853 0.0035007159686584106 0.0026033226714849262 0.0056864612200343313 -0.0012269099320868786 0.0076999182650067232 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1813 850 12389 5190 49 2996 4012 internal_value=0 0.00484395 -0.00756865 0.00158687 -0.00127938 0.00243764 0.00972153 -0.0036602 -0.00344728 0.00151666 -0.00924093 -0.00275812 0.00195376 -0.00742415 0.00184481 -0.00126203 -0.0055761 0.00514274 0.00255686 -0.00728549 0.0049982 -0.000354206 -0.00109096 -0.00270679 0.00135946 -0.00388779 -0.00616455 0.00162684 0.00501747 0.00579994 internal_weight=0 14697 9446.15 8812.38 2017.01 6795.38 5884.59 2830.56 1500.43 5069.43 6615.59 2283.33 4341.65 547.23 4286.56 740.405 760.028 1725.94 349.759 69.5132 280.246 94.0072 727.78 438.577 289.202 1390.62 702.626 57.4011 516.573 1376.19 internal_count=734512 175517 558995 63362 19440 43922 112155 80980 14889 33556 478015 63794 29796 17186 29514 4752 10137 10366 2059 379 1680 585 3760 2243 1517 42843 9680 457 4551 8307 is_linear=0 shrinkage=0.01 Tree=342 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 11 1 10 10 11 10 10 10 11 10 10 1 1 2 11 10 10 10 11 1 10 1 10 1 split_gain=8735.44 2321.37 617.486 210.661 270.525 166.889 108.476 95.4137 68.9708 56.6026 53.0387 44.8089 39.3326 37.3866 36.0749 31.7768 28.8899 82.5233 79.2584 28.4314 28.1183 27.5166 25.0656 23.763 23.1717 21.609 20.3815 71.7318 20.201 26.3975 threshold=0.0038593490608036002 0.99641901254653942 5.9105306718265645e-05 -1.0000000180025095e-35 2.3750000000000004 0.76014459133148204 0.99991196393966686 -7.4999999999999991 3.9650000000000003 2.5250000000000004 3.9827746149967433e-06 5.2250000000000005 2.5650000000000004 8.2700000000000014 0.063380397856235463 5.7950000000000008 6.1150000000000011 -59.499999999999993 -53.499999999999993 0.61569230769230787 0.00077296534436750014 4.9450000000000012 1.635 2.3750000000000004 0.6303343176841737 -89.499999999999986 3.2050000000000005 -380.49999999999994 4.8650000000000011 -124.49999999999999 decision_type=2 2 2 8 10 2 2 8 10 10 2 8 10 8 2 10 10 10 10 2 2 10 10 8 2 10 10 10 10 10 left_child=2 3 10 5 23 9 26 11 24 19 -1 20 -11 -9 -14 21 28 -18 -19 22 -4 -10 -2 -5 -6 -21 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513.54563862551004 363.17442943714559 55.070997901260853 1683.9336530091241 891.96358935534954 1720.2803042624146 29.958442777395248 2568.2884005457163 57.403523351997137 282.50198763608932 24.589443191885948 42.042051643133163 47.193279668688774 592.07010383345187 336.4806425254792 130.57067886739969 300.59621550887823 272.00770473480225 122.8535673096776 149.02872937917709 603.39559926837683 736.46165212243795 507.6470690742135 leaf_count=382627 2129 7370 30454 1555 3063 803 98421 16968 4490 282 95388 20951 17186 218 12328 457 1701 102 256 236 12389 5190 742 2996 1689 653 1032 5332 4012 3492 internal_value=0 0.00481387 -0.00754784 0.00157225 -0.00126948 0.00241413 0.00970488 -0.00363585 -0.00341979 0.0015009 -0.009231 -0.00273747 0.00193334 -0.00740057 0.0018255 -0.00554213 0.00510434 0.00253595 -0.00747473 -0.00108007 -0.00386284 -0.00612897 1.13077e-05 0.00498193 -0.00124952 -0.00465962 0.00700439 0.00600974 0.00575772 0.00445216 internal_weight=0 14641.4 9377.88 8805.44 2012.46 6792.98 5836 2821.1 1497.4 5071.41 6556.78 2277.6 4343.64 543.504 4288.57 757.059 1721.57 349.133 66.6315 727.772 1385.63 699.655 557.725 515.064 740.341 170.047 1185.35 752.424 1372.43 635.973 internal_count=734512 175517 558995 63362 19440 43922 112155 80980 14889 33556 478015 63794 29796 17186 29514 10137 10366 2059 358 3760 42843 9680 2871 4551 4752 889 13734 6364 8307 4295 is_linear=0 shrinkage=0.01 Tree=343 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 3 10 1 10 1 10 1 6 10 1 1 10 5 1 10 1 2 6 1 10 10 5 1 10 1 split_gain=1959.13 531.477 238.85 172.945 109.366 96.3263 76.0005 74.8124 132.944 101.013 80.8817 69.593 65.713 57.5132 66.5458 103.963 61.085 59.1948 56.1714 48.8461 48.1349 56.3241 62.6373 78.2285 47.324 95.8914 75.6853 45.8604 47.3999 42.6249 threshold=2.9250000000000003 -361.49999999999994 33.500000000000007 3.5950000000000002 2.9250000000000003 0.9740215924426453 2.9250000000000003 -107.49999999999999 3.7850000000000006 -239.49999999999997 5.1350000000000007 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83.018458283506334 leaf_count=36735 21017 23079 9355 102833 37371 6869 9119 86906 24703 127421 10286 3969 20746 11259 719 6983 13926 40529 6667 3854 9460 2831 851 1694 26360 788 4829 74194 6027 3132 internal_value=0 0.00460909 -0.0017865 -0.00378876 0.00733888 -0.00456325 0.0016717 -0.00109566 -0.00183125 -0.00250905 -0.000498898 0.00125257 0.00125334 -0.000303441 0.00133649 -0.00195022 0.00261081 -0.000870831 -2.28387e-05 0.00450053 0.00312749 0.00178795 0.00302677 -0.00347454 -0.00499684 -0.00469848 0.00187396 -0.00513438 -0.00381325 0.00564178 internal_weight=0 6628.18 17267.4 4429.45 3435.49 3839.58 3192.69 12837.9 6656.87 5411.89 1709.99 589.865 1036.91 6181.04 1588.84 443.912 1144.92 4592.21 383.139 685.862 1688.98 1036.42 808.19 125.231 3571.92 3347.03 208.179 3138.85 1430.26 149.717 internal_count=734512 121140 613372 238356 74106 225032 47034 375016 204173 183156 55735 13324 31032 170843 43408 14369 29039 127435 13650 15113 23955 14495 11664 2545 218163 191803 8749 183054 80221 3920 is_linear=0 shrinkage=0.01 Tree=344 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 10 11 1 1 10 10 10 10 5 11 11 10 10 1 1 5 11 10 0 4 5 10 10 1 10 split_gain=8584.26 2388.88 519.625 217.856 173.9 120.115 109.248 84.4008 83.5333 129.176 48.7502 48.4051 45.8124 45.5802 35.1886 34.8895 34.5721 29.497 72.5228 66.8363 31.6835 29.018 28.3432 26.7159 33.5215 24.8125 29.7487 20.1524 70.6075 20.0833 threshold=0.0025646678404882004 0.99641901254653942 3.4519272958277731e-05 0.49114476144313818 -390.49999999999994 2.4250000000000003 0.99991196393966686 -7.4999999999999991 -8.4999999999999982 2.3750000000000004 8.2700000000000014 3.4950000000000006 5.285000000000001 1.5000000000000002 0.85901859402656566 3.9827746149967433e-06 3.9950000000000006 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 0.00020295658032405003 3.9650000000000003 1.0000000180025095e-35 28.500000000000004 5.5000000000000009 5.955000000000001 3.2050000000000005 -380.49999999999994 5.2150000000000007 decision_type=2 2 2 2 10 10 2 8 8 10 8 10 8 10 2 2 10 10 10 10 10 2 10 2 8 10 10 10 10 10 left_child=2 3 15 4 5 -2 27 12 14 -10 -9 -6 21 23 -5 -1 -7 -16 20 -20 -19 -4 -11 29 -25 -18 -27 -3 -29 -13 right_child=1 6 7 8 11 16 -8 10 9 22 -12 13 -14 -15 17 -17 25 18 19 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31 leaf_value=-0.0097532641954705419 0.0027373352635402383 0.0086993813270842199 -0.0062392702353053688 0.0031275694015760473 -0.00032941313132452756 -0.0029715663441774749 0.010382504162935733 -0.0082523611732261137 0.0067231749151185913 0.00059858513494601931 0.0049519712759219939 0.0023452941215824389 -0.0013934833968965957 -3.6593161888145569e-05 0.0062916606820630399 -0.0079378902476698199 -0.0072628684750800443 0.0077814571099231724 -0.02093049835348957 0.001064208440352397 -3.5099449532466688e-05 -0.0032785562284753378 -0.0035709802820562491 -0.0042950130163109277 0.001998949289960862 -0.0050606659808851593 0.032646091468074831 -0.0001773717949126477 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threshold=0.0025646678404882004 0.99641901254653942 3.4519272958277731e-05 0.254873737692833 0.99991196393966686 1.0000000180025095e-35 1.0000000180025095e-35 5.6250000000000009 0.85901859402656566 5.285000000000001 8.0200000000000014 3.9827746149967433e-06 9.0500000000000025 1.0000000180025095e-35 6.1150000000000011 0.62470657276995312 0.00033622415503480003 2.5250000000000004 2.6550000000000007 3.5000000000000004 5.4450000000000012 25.500000000000004 5.535000000000001 1.0000000180025095e-35 7.1150000000000011 2.5250000000000004 0.66751700680272119 306.50000000000006 3.2050000000000005 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 8 2 8 8 2 8 2 10 2 2 10 10 10 10 2 10 2 8 10 2 2 10 2 left_child=2 3 11 6 28 10 7 -2 23 16 -4 -1 13 -10 -15 -16 -7 -8 -19 20 -20 22 -22 24 -5 26 -25 -27 -3 -30 right_child=1 4 5 8 -6 9 17 -9 12 -11 -12 -13 -14 14 15 -17 -18 18 19 -21 21 -23 -24 25 -26 27 -28 -29 29 -31 leaf_value=-0.009747974160824199 -0.0028650724532735847 0.0086769653952398062 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internal_count=734512 180733 553779 68578 112155 91632 42228 15655 26350 63550 28082 462147 13229 10392 6419 1479 44314 26573 23393 23007 20980 4162 2531 13121 5189 7932 993 6939 13734 6364 is_linear=0 shrinkage=0.01 Tree=346 num_leaves=31 num_cat=0 split_feature=10 1 10 1 10 10 2 2 1 10 1 10 10 10 2 3 10 10 2 10 3 1 2 10 10 10 2 1 10 2 split_gain=1870.34 518.432 161.237 249.094 133.062 108.533 99.9164 94.3956 85.557 85.4647 104.68 76.2261 72.4516 57.4806 52.9529 53.7211 48.2998 86.8732 47.2001 55.7261 47.0918 46.8748 54.6634 38.7727 37.5529 36.5665 36.1978 35.5184 54.9476 35.4718 threshold=2.9250000000000003 -361.49999999999994 4.1150000000000011 -8.4999999999999982 4.995000000000001 2.9250000000000003 0.091553836234687255 0.49882629107981225 -71.499999999999986 6.4350000000000014 -8.4999999999999982 4.9850000000000012 2.9250000000000003 8.1200000000000028 0.50151515151515158 0.21483516483516482 8.8850000000000016 6.1150000000000011 0.088365434669442952 7.0450000000000008 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212.71 253.325 171.009 110.766 83.499 64.6413 55.4482 56.7462 47.3488 44.5046 35.4415 32.7219 30.9434 30.7919 28.7641 28.1565 78.6864 65.8046 39.4469 62.3611 26.4869 23.853 22.4561 22.1169 42.755 67.4245 25.592 threshold=0.0025646678404882004 0.99641901254653942 3.4519272958277731e-05 -4.4999999999999991 2.3750000000000004 0.76014459133148204 0.99991196393966686 -7.4999999999999991 3.9650000000000003 3.4950000000000006 1.5000000000000002 8.2700000000000014 5.285000000000001 3.9827746149967433e-06 5.7950000000000008 158.50000000000003 5.5000000000000009 0.00020295658032405003 6.1150000000000011 -60.499999999999993 -53.499999999999993 2.5000000000000004 26.500000000000004 4.9450000000000012 165.50000000000003 2.3750000000000004 1.0000000180025095e-35 -257.49999999999994 5.1150000000000011 -330.49999999999994 decision_type=2 2 2 8 10 2 2 8 10 10 10 8 8 2 10 2 10 2 10 10 10 10 2 10 2 8 2 10 10 10 left_child=2 3 13 5 25 9 -3 12 15 -2 24 -9 17 -1 23 -6 -16 -4 -7 21 -21 -20 -23 -10 26 -5 27 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7033.41 5653.05 2787.49 1529.45 5326.44 3610.71 568.011 2219.48 6044.72 773.463 755.984 58.7565 1408.99 1706.97 347.335 69.5492 277.785 93.586 714.707 2540.84 513.729 2395.14 884.113 129.303 64.3153 internal_count=734512 180733 553779 68578 20637 47941 112155 91632 16042 37585 27294 19626 72006 462147 11038 5004 495 50312 10356 2059 379 1680 585 10543 17795 4595 16324 5379 795 364 is_linear=0 shrinkage=0.01 Tree=348 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 6 1 1 3 0 1 10 4 1 10 1 5 10 10 4 5 1 3 1 10 10 3 10 10 10 split_gain=1811.65 509.179 227.047 165.155 108.225 78.5173 82.695 76.6513 76.176 71.5621 64.237 57.4736 63.2875 53.5176 190.883 67.6626 69.052 55.5596 51.7939 51.3665 45.9339 41.7482 40.0492 39.2453 44.7061 35.7311 35.477 35.0671 33.7082 68.6415 threshold=2.9250000000000003 -361.49999999999994 53.500000000000007 4.1150000000000011 2.9250000000000003 1.5000000000000002 -125.49999999999999 -8.4999999999999982 0.9740215924426453 1.0000000180025095e-35 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521.187 204.358 112.551 73.6312 69.2676 78.1834 44.395 40.6001 36.4823 49.1785 35.9981 35.2781 33.8865 33.3697 32.3931 29.689 49.9237 40.58 32.9487 29.5751 27.1544 26.7224 25.6741 25.2783 23.7943 29.4824 23.0313 22.1764 threshold=0.0025646678404882004 0.99641901254653942 3.4519272958277731e-05 0.49114476144313818 0.99991196393966686 1.0000000180025095e-35 1.0000000180025095e-35 5.6550000000000011 5.285000000000001 2.5250000000000004 9.0500000000000025 1.0000000180025095e-35 3.9827746149967433e-06 2.5650000000000004 8.0200000000000014 6.0450000000000008 0.85901859402656566 0.45848997493734339 27.500000000000004 0.50117370892018787 5.4750000000000005 0.38913470993117016 1.0000000180025095e-35 0.00033622415503480003 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.68203058623619384 decision_type=2 2 2 2 2 2 2 8 8 10 8 2 2 10 8 10 2 2 10 2 10 2 2 2 2 2 2 2 2 2 left_child=2 3 12 6 -3 14 7 24 23 26 11 22 -1 -11 -4 16 -13 18 -15 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232.33473418653011 292.56070745736361 731.54487902019173 39.992665719240904 361.03687530755997 812.15086250752211 1309.7853172468022 207.5967489220202 49.022433200851083 117.18419447541237 797.11298093944788 369.43700920045376 700.41152771189809 1206.7638930045068 481.43126464635134 115.36056547611952 38.069295935332775 642.48463117424399 24.145608097314835 120.66866760700941 189.23770723119378 239.6221080198884 359.91949610039592 113.68595814704895 leaf_count=382627 15475 13734 27522 5681 98421 27728 1277 2139 19236 209 3928 3723 79520 1652 560 811 4912 2740 5213 10620 3641 598 215 16586 177 574 1137 1148 2112 596 internal_value=0 0.00451967 -0.00763472 0.00141144 0.00961022 -0.00404828 0.000248826 -0.00148679 -0.00301896 0.000953683 0.00335325 0.0029951 -0.0093115 0.00139875 -0.00663908 0.00393919 0.00454511 0.00128647 8.28184e-05 0.00202817 0.00137123 0.00112289 0.00127535 -0.00416817 -0.00250742 0.00097039 -0.00131174 -0.00251297 0.000960821 0.0032134 internal_weight=0 14579.2 8666.68 9052.09 5527.11 2761.07 5662.06 1635.31 1976.01 4026.75 3390.03 3029 5905.61 3365.55 785.061 1955.49 1609.26 3325.56 1267.93 2057.63 1688.2 346.231 1073.5 1244.46 1342.75 1035.43 661.195 471.957 1060.33 229.047 internal_count=734512 180733 553779 68578 112155 91632 47540 17791 63550 29749 21038 17110 462147 26187 28082 10640 8635 25978 8977 17001 14261 2005 6470 44314 15652 6255 3562 2425 7325 1194 is_linear=0 shrinkage=0.01 Tree=353 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 47 47 28 10 11 10 11 10 10 3 4 10 10 47 10 3 11 47 10 10 3 28 4 3 6 split_gain=7917.31 2292.56 521.556 201.397 113.48 73.0977 57.2858 60.8439 64.4279 54.8348 43.8542 36.2519 33.5913 29.2504 27.9454 41.5819 31.0464 27.3327 29.7139 28.0344 31.3583 26.5569 25.483 46.4202 28.2355 29.0786 24.6066 22.5105 24.1827 23.9999 threshold=0.0025646678404882004 0.99641901254653942 3.4519272958277731e-05 0.254873737692833 0.99991196393966686 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.6750000000000007 0.92614999413490307 5.285000000000001 3.9827746149967433e-06 8.0200000000000014 2.9250000000000003 0.31287650602409645 24.500000000000004 5.4450000000000012 9.0500000000000025 1.0000000180025095e-35 6.1150000000000011 0.38913470993117016 0.00020295658032405003 1.0000000180025095e-35 7.1650000000000009 2.5250000000000004 0.54186137071651097 1.0000000180025095e-35 19.500000000000004 0.40758719884933481 303.50000000000006 decision_type=2 2 2 2 2 2 2 2 8 2 8 2 8 10 2 10 10 8 2 10 2 2 2 8 10 2 2 10 2 2 left_child=2 3 11 6 -3 12 7 8 13 22 21 -1 -4 -2 15 -8 -16 18 -11 -20 -21 -7 23 26 25 -24 -5 28 -26 -29 right_child=1 4 5 9 -6 10 14 -9 -10 17 -12 -13 -14 -15 16 -17 -18 -19 19 20 -22 -23 24 -25 27 -27 -28 29 -30 -31 leaf_value=-0.0097228978351237144 -0.00076922981253651525 0.0067896226665378548 -0.0071510837548345177 -0.0006634741795323619 0.010331792785634111 -0.0060823255360387312 -0.0058832915496002669 0.0031169089519129524 0.0025050700071539002 0.0020569688224021318 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142.68146949261427 38.001501932740211 leaf_count=382627 1169 13734 27522 4557 98421 22468 1008 1873 1431 3143 19236 79520 560 11182 16154 5233 4178 2412 3688 584 674 21846 780 1113 328 446 589 7217 635 184 internal_value=0 0.00449023 -0.00761435 0.00139813 0.00959345 -0.00402294 -6.1127e-05 -0.00182936 -0.00276677 0.00292366 -0.00299717 -0.00930234 -0.00661355 -0.0038746 0.00063952 -0.00079634 0.00122721 0.00455609 0.00403273 0.00525433 0.00192193 -0.00414266 0.00216421 0.000857013 0.00281 -0.000675756 4.32364e-05 0.00321091 0.000172536 0.00361976 internal_weight=0 14528.6 8603.33 9046.94 5481.64 2750.75 4623.91 1312.23 1103.16 4423.04 1970.51 5852.58 780.238 911.595 3311.68 961.797 2349.88 1404.37 1231.11 760.745 189.549 1239.64 3018.67 998.186 2020.48 208.411 873.761 1812.07 214.919 1597.15 internal_count=734512 180733 553779 68578 112155 91632 42228 15655 13782 26350 63550 462147 28082 12351 26573 6241 20332 10501 8089 4946 1258 44314 15849 6259 9590 1226 5146 8364 963 7401 is_linear=0 shrinkage=0.01 Tree=354 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 3 1 6 1 2 10 10 0 10 1 10 1 5 1 10 4 1 10 10 5 1 10 1 10 1 split_gain=1692.96 450.297 213.557 159.528 96.708 89.9545 75.3287 64.784 91.7939 72.6212 61.7721 53.2766 57.5809 47.0897 111.892 107.999 69.6993 72.3663 65.4914 53.3274 61.6739 46.5208 46.08 90.8135 70.3392 45.5951 45.265 60.9985 40.8896 39.3991 threshold=2.8350000000000004 -361.49999999999994 33.500000000000007 3.5950000000000002 2.8350000000000004 0.9740215924426453 -21.499999999999996 1.5000000000000002 -125.49999999999999 0.040202020202020204 2.5250000000000004 2.6550000000000007 1.0000000180025095e-35 3.3550000000000004 -37.499999999999993 4.9450000000000012 -30.499999999999996 5.5000000000000009 -71.499999999999986 5.2150000000000007 23.500000000000004 -55.499999999999993 9.8950000000000014 7.5550000000000006 2.5000000000000004 -120.49999999999999 5.8550000000000013 -118.49999999999999 6.3350000000000009 -287.49999999999994 decision_type=10 10 2 10 8 2 8 2 10 2 8 10 2 10 8 10 10 10 8 10 8 10 10 10 10 10 10 10 10 8 left_child=1 4 7 6 -1 22 -4 13 -9 -10 -3 12 -12 18 19 -16 17 28 -2 20 -15 -20 23 25 29 -5 -27 -28 -17 -25 right_child=2 10 3 5 -6 -7 -8 8 9 -11 11 -13 -14 14 15 16 -18 -19 21 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31 leaf_value=0.0056341093748108499 -0.002561256737264303 -0.00072029002232337584 -0.0020051372949955316 -0.0060593670227281496 0.009210099473706464 0.0012976692256851188 0.0048460189530998322 -0.0030806210846802463 0.00271775128908323 -0.0013195428542160882 0.0018314924341479319 -0.0013495681597649077 0.0054369563081769065 -0.004706637707492997 -0.00063179805937570676 -0.0075923520085487564 0.0029764555350821841 0.010918431804753824 0.0041641698930605323 0.0015226240873821633 -0.00011262690319654786 -0.0010308282233075041 -0.0093711622460405913 0.0114383916545203 -0.007628522878973823 -0.0042930042300465031 0.046652632822281735 0.00032453926512868907 0.0027792137080776286 0.00098710280199423048 leaf_weight=1655.0964338034391 302.41039711982012 745.05734583828598 362.57314027193934 1620.430317947641 1392.5503602009267 262.12941681779921 287.92935344483703 2733.8427035165951 561.54359741462395 2156.6454223617911 1130.0133907403797 292.06232003867626 728.52324783615768 339.85118270851672 1079.9022132502869 673.4750800486654 87.961777679622173 23.255381092429161 665.70077303703874 1780.4906895644963 2085.2533115781844 232.60665763914585 205.57340562762693 65.14283642731607 54.880431843921542 1189.7307538464665 2.8877940727397791 179.37855600006878 40.286162754520774 80.821303207427263 leaf_count=33595 5437 11293 10572 102833 37371 6869 4406 109321 11378 82602 16036 5040 10609 13545 21529 24639 2050 379 11111 42289 51786 3855 26360 788 4829 72277 34 7910 637 3132 internal_value=0 0.00458504 -0.00161175 -0.00353594 0.00726807 -0.00434677 0.00102736 -0.000961753 -0.00178678 -0.000485489 0.00176117 0.00262085 0.00324479 -0.000346521 -0.000702276 -0.00271295 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18.6669 17.4581 25.1695 threshold=0.0025646678404882004 0.99641901254653942 3.4519272958277731e-05 0.254873737692833 0.99991196393966686 1.0000000180025095e-35 1.0000000180025095e-35 5.6250000000000009 0.85901859402656566 5.285000000000001 3.9827746149967433e-06 8.0200000000000014 1.0000000180025095e-35 9.0500000000000025 1.0000000180025095e-35 6.1150000000000011 0.38913470993117016 0.31287650602409645 5.4450000000000012 0.00033622415503480003 1.0000000180025095e-35 3.4550000000000005 2.9250000000000003 3.2050000000000005 1.0000000180025095e-35 6.4350000000000014 5.8350000000000009 780.50000000000011 1.5000000000000002 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 8 2 8 2 8 2 8 2 10 2 2 10 2 2 8 10 10 2 10 8 2 10 2 left_child=2 3 10 6 23 11 7 12 21 19 -1 -4 22 14 20 -16 -17 -8 -19 -7 -10 -5 -2 -3 25 26 -25 -26 29 -23 right_child=1 4 5 8 -6 9 17 -9 13 -11 -12 -13 -14 -15 15 16 -18 18 -20 -21 -22 28 -24 24 27 -27 -28 -29 -30 -31 leaf_value=-0.0097162893463157689 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88.261155746877193 141.84120949357748 1852.4201515130699 497.29266081750393 638.31415251083672 25.876245893537998 508.93472514301538 799.05322448443621 176.77214173227549 497.32566419988871 45.410434305667877 6.5131943225860587 3.5737055242061606 566.2159765176475 829.97169135510921 leaf_count=382627 1341 7370 27522 3071 98421 27728 6241 1824 3813 19236 79520 560 143 2837 4940 665 814 16154 4178 16586 160 2713 12347 1246 4719 350 34 15 3091 4246 internal_value=0 0.00445718 -0.00758906 0.00138738 0.00957359 -0.00399217 -5.76891e-05 -0.00181872 0.00289962 -0.00297027 -0.00929099 -0.00658383 -0.00278336 0.00419782 0.00374412 0.00492589 0.00155046 0.000638186 0.0012225 -0.00410841 0.00178285 0.00195494 -0.00300405 0.00675133 0.00575341 0.00196151 0.000392941 0.00748468 0.00248952 0.00311204 internal_weight=0 14452.8 8523.57 9033.05 5419.75 2737.7 4619.13 1308.29 4413.92 1963.49 5785.87 774.209 1069.6 1859.11 1646.87 1027.65 230.102 3310.84 2349.71 1233.17 619.219 2554.81 1052.87 1135.25 729.595 228.696 183.285 500.899 1905.12 1338.91 internal_count=734512 180733 553779 68578 112155 91632 42228 15655 26350 63550 462147 28082 13831 13229 10392 6419 1479 26573 20332 44314 3973 13121 13688 13734 6364 1630 1280 4734 10050 6959 is_linear=0 shrinkage=0.01 Tree=356 num_leaves=31 num_cat=0 split_feature=10 1 10 1 10 1 10 2 2 10 1 10 0 3 10 10 10 10 0 2 3 18 10 10 3 3 2 10 0 10 split_gain=1639.08 443.109 168.387 245.491 124.871 97.5484 96.6247 87.1902 85.7831 81.9691 97.558 71.8413 64.7023 62.8769 60.0996 56.8003 53.8167 51.6313 56.3617 51.1255 46.1141 53.2312 45.5372 79.2358 45.2737 44.5023 38.5385 38.1826 36.1805 35.4333 threshold=2.8350000000000004 -361.49999999999994 4.1150000000000011 -8.4999999999999982 4.995000000000001 -12.499999999999998 2.8350000000000004 0.091553836234687255 0.49882629107981225 6.4350000000000014 -8.4999999999999982 4.9850000000000012 1.0000000180025095e-35 0.90943267259056748 2.5250000000000004 3.2350000000000008 8.1200000000000028 2.6550000000000007 1.0000000180025095e-35 0.50151515151515158 0.21483516483516482 1.0000000180025095e-35 8.8850000000000016 6.1150000000000011 0.94469928644240586 0.74478940512375169 0.010811126694717151 5.0250000000000012 1.0000000180025095e-35 9.8950000000000014 decision_type=10 10 10 8 10 8 8 2 2 10 10 10 2 2 8 10 10 10 2 2 2 2 10 10 2 2 2 10 2 10 left_child=1 6 5 7 11 26 -1 12 22 -6 16 -5 13 -4 -3 -7 -11 18 -16 -10 -21 -22 23 -9 -15 -13 -2 -23 -28 -14 right_child=2 14 3 4 9 15 -8 8 19 10 -12 25 29 24 17 -17 -18 -19 -20 20 21 27 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=0.0055770469796497307 0.001212904285916284 -0.00072186260414217128 0.004030202409930933 -0.0031285814842167891 -0.0080944345797430064 0.004009336594777829 0.0091746357520222626 -0.0034229340018749051 0.0017316859846247612 -0.0027610408767076941 -0.0091000623331685526 -0.0094219936494171781 -0.001422003476189524 -0.0044164915931951048 0.0017970327764866149 0.00028056050185803778 0.0080194742448777365 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11 11 6 10 6 11 11 10 1 1 11 10 1 1 11 10 1 6 split_gain=7646.17 2326.59 433.698 214.621 234.834 168.096 115.025 69.5107 62.2919 57.0386 44.8078 39.3472 36.857 33.4637 29.705 28.5213 26.8013 24.1632 22.7752 22.5321 76.1974 67.3052 21.3162 21.0821 26.9999 35.1159 20.1928 20.0704 69.6048 19.8239 threshold=0.0017540019471198002 0.99641901254653942 3.4519272958277731e-05 -8.4999999999999982 2.3750000000000004 0.76014459133148204 0.99991196393966686 -375.49999999999994 3.4950000000000006 3.9650000000000003 8.2000000000000011 5.285000000000001 3.9827746149967433e-06 0.1800593510270119 158.50000000000003 5.7950000000000008 450.50000000000006 0.254873737692833 0.85901859402656566 6.1150000000000011 -60.499999999999993 -53.499999999999993 0.00020295658032405003 4.8650000000000011 -124.49999999999999 -128.49999999999997 0.010294413659721552 3.2050000000000005 -380.49999999999994 780.50000000000011 decision_type=2 2 2 8 10 2 2 10 10 10 8 8 2 2 2 10 2 2 2 10 10 10 2 10 10 8 2 10 10 2 left_child=2 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0.035929432013769351 0.34514106583072107 0.073574521833273163 53.500000000000007 5.5000000000000009 5.5000000000000009 1.0000000180025095e-35 0.35493414773811799 0.95260557053009898 0.05298245614035086 0.90045045045045058 0.44491129785247435 1.5000000000000002 0.12560679611650488 1.0000000180025095e-35 0.23271742593182543 0.24536878216123498 303.50000000000006 3.5000000000000004 1.5000000000000002 0.64334637964774966 1.5000000000000002 1.0000000180025095e-35 10.500000000000002 decision_type=2 10 2 10 2 2 2 2 2 2 10 10 2 2 2 2 2 2 10 2 2 2 2 2 10 8 2 10 2 2 left_child=3 6 11 4 12 28 23 -7 -8 16 -5 13 19 14 15 -3 -10 26 -11 20 25 -21 -23 -2 29 -1 -12 -18 -6 -17 right_child=1 2 -4 10 5 7 8 -9 9 18 17 -13 -14 -15 -16 24 27 -19 -20 21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0020169479696915092 0.0013034076258080724 0.011012703937263025 -0.0064983225137735488 -0.0022906642900288325 0.0031551723163000651 0.0026681812656758532 -0.0046022949825909789 -0.00070283626016887514 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3110 143331 129441 64010 65431 52455 32984 12819 22730 2165 3392 35061 4809 is_linear=0 shrinkage=0.01 Tree=359 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 11 1 11 11 11 11 1 1 6 1 1 6 4 6 1 0 4 1 1 1 38 11 6 11 split_gain=7529.69 2379.66 357.175 209.254 160.445 156.301 71.0824 67.9555 38.7732 32.3551 29.0426 27.7264 25.0564 117.65 27.136 22.0878 17.8543 16.7393 15.9501 14.3084 18.1956 13.6924 13.4689 27.5748 13.4962 11.9297 11.452 11.0945 13.16 10.8429 threshold=0.0012464885949156502 0.99188911914825451 2.8912609195685949e-05 -4.4999999999999991 0.99991196393966686 0.254873737692833 0.254873737692833 -351.49999999999994 0.85901859402656566 3.9827746149967433e-06 0.00020295658032405003 0.017575767822563603 -57.499999999999993 -56.499999999999993 317.50000000000006 -8.4999999999999982 -128.49999999999997 416.50000000000006 16.500000000000004 154.50000000000003 -81.499999999999986 1.0000000180025095e-35 19.500000000000004 -72.499999999999986 -50.499999999999993 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213.11 141.989 118.385 95.3552 126.099 90.338 67.0718 49.0975 44.1158 41.7829 41.2205 33.0382 32.7761 32.0691 30.6281 28.1099 26.9673 66.8537 61.2 30.2796 47.384 24.4258 32.7122 22.4829 21.1834 20.821 69.3056 threshold=0.0012464885949156502 0.99641901254653942 2.8912609195685949e-05 0.254873737692833 -9.4999999999999982 0.99991196393966686 -8.4999999999999982 2.3750000000000004 3.4550000000000005 -351.49999999999994 0.85901859402656566 8.2000000000000011 4.0250000000000012 1.5000000000000002 3.9827746149967433e-06 2.5250000000000004 1.8250000000000004 5.285000000000001 -78.499999999999986 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 26.500000000000004 4.9450000000000012 5.5050000000000008 -8.4999999999999982 416.50000000000006 3.2050000000000005 -380.49999999999994 decision_type=2 2 2 2 8 2 8 10 10 10 2 8 10 10 2 10 10 8 10 10 10 10 10 2 10 10 10 2 10 10 left_child=2 3 14 4 12 28 10 -8 16 11 15 -4 -2 -14 -1 18 -6 -11 -5 -12 22 -22 -21 -24 -9 26 -26 -17 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608.55255050584674 491.17615556530654 1094.9532162100077 1010.6505076959729 25.872057005763054 1678.1280903033912 753.42201165109873 1144.4233423895203 1746.5451057031751 331.87350230105221 620.56912759877741 124.79688964784145 152.53406872600317 22.139496028423309 36.294807881116867 61.558917932212353 14.800488591194151 141.7514775916934 57.274741683155298 4.7063083201646796 21.168467648327351 145.4283858910203 568.03254994004965 leaf_count=382627 13461 7370 20305 365 837 98421 3664 3702 11209 46223 6718 242 15701 9416 74077 7823 2248 19661 696 968 91 231 410 104 1112 335 21 110 1032 5332 internal_value=0 0.00408666 -0.0078923 0.00115419 -0.000224045 0.00948701 0.00277559 0.000261585 -0.00363693 -0.00451867 0.00364122 -0.00767347 0.000583045 0.00142928 -0.00928283 0.00264283 -0.000620669 -0.00356667 -0.00126177 0.00514996 0.00244665 -0.00710013 0.00488385 -0.000256719 -0.00180921 -0.00480622 -0.00731205 0.00307078 0.00658378 0.00556701 internal_weight=0 14715 7651.33 9536.54 5154.81 5178.49 4381.74 1122.3 985.88 2233.21 3259.44 517.685 4168.93 2431.55 5418.12 1961.46 494.704 1715.52 193.748 1297.98 287.328 58.4343 228.893 76.3594 812.285 203.733 146.458 1767.71 1104.87 713.461 internal_count=734512 191377 543135 79222 52872 112155 26350 8834 14294 86431 17516 20547 38578 25117 456704 8994 3085 65884 1061 8522 1804 322 1482 514 5170 1468 1133 7933 13734 6364 is_linear=0 shrinkage=0.01 Tree=363 num_leaves=31 num_cat=0 split_feature=6 1 1 2 1 5 3 2 1 1 6 1 5 6 5 1 6 5 3 2 3 2 5 6 1 3 3 3 3 5 split_gain=487.285 205.083 164.937 89.0716 70.7333 68.1463 60.2339 50.8305 76.277 46.7516 45.6011 39.4655 38.1776 36.6827 33.1216 28.3267 24.6152 33.1086 22.8538 40.2868 32.9568 23.3207 22.8219 22.8004 25.693 22.7221 33.4785 31.7988 22.8291 22.6988 threshold=1.5000000000000002 -1.0000000180025095e-35 -122.49999999999999 0.035929432013769351 -8.4999999999999982 3.5000000000000004 0.69268849961919277 0.78596059113300509 -61.499999999999993 -34.499999999999993 175.50000000000003 -111.49999999999999 3.5000000000000004 52.500000000000007 1.5000000000000002 -242.49999999999997 40.500000000000007 5.5000000000000009 0.48850422832980972 0.49882629107981225 0.37323383084577116 0.98728813559322048 6.5000000000000009 336.50000000000006 -19.499999999999996 0.87439320388349528 0.50117370892018787 0.48492424242424242 0.46634304207119742 1.5000000000000002 decision_type=2 8 8 2 10 10 2 2 10 10 2 10 10 2 10 10 2 10 2 2 2 2 8 2 10 2 2 2 2 8 left_child=1 12 10 -4 5 11 18 9 -9 16 14 -5 25 -13 15 -2 17 -7 20 -20 21 22 -3 24 -11 26 27 28 -1 -27 right_child=2 6 3 4 -6 7 -8 8 -10 23 -12 13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=0.00059418962428004016 -0.0005422553364651749 0.0029006969637248576 0.0019369638622486643 0.00025711507079362111 -0.0083006999013337263 -0.0059773755870692205 0.00031009364923071753 -0.0048721312758281919 0.011909965706728472 -0.0079699572164190265 -0.0065604359224355688 -0.00055037820716272634 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leaf_count=65624 28357 34141 22052 79923 16577 9259 13613 1384 940 500 29978 83665 13249 77049 64533 34026 27790 1604 15422 19946 5878 7485 880 76 83 8740 47558 15723 3004 5453 internal_value=0 0.00149622 -0.00146355 -0.00075731 -0.00114892 -0.00101474 0.00335838 -0.00409623 0.00204236 -0.00536449 -0.00352377 -0.000709068 0.000487857 -0.00132965 -0.00300485 -0.00194059 -0.00589748 -0.00381308 0.00387341 0.00486098 0.00316833 0.00365191 0.00311229 0.0108461 0.00123227 0.000674196 0.000455679 0.000927672 0.000482384 0.00223638 internal_weight=0 10921.8 11335.8 8441.94 7370.63 7234.88 3836.62 652.898 111.795 541.104 2893.87 6581.98 7085.21 4007.77 2471.53 1339.45 523.879 272.19 3282.09 1367.17 1914.92 1685.85 1392.69 17.2245 10.1426 6656.28 5839.46 4205.35 3331.7 816.821 internal_count=734512 256716 477796 320902 298850 282273 97365 41636 2324 39312 156894 240637 159351 160714 126916 62383 38653 10863 83752 35368 48384 42506 35021 659 583 146102 131909 84351 68628 14193 is_linear=0 shrinkage=0.01 Tree=364 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 10 11 11 11 10 11 6 10 6 10 10 10 6 10 10 6 6 10 18 6 10 6 10 10 split_gain=7110.72 2310.73 359.412 208.929 119.131 55.2008 51.2984 51.2689 33.2644 26.5377 26.3585 25.4717 23.4603 29.4032 23.2234 21.5629 20.8013 17.5313 16.8133 16.4419 20.1592 16.3635 15.1171 15.0273 27.717 34.8495 44.8885 18.7005 14.9509 24.7411 threshold=0.0012464885949156502 0.99641901254653942 2.8912609195685949e-05 0.254873737692833 0.99991196393966686 5.5250000000000012 5.4450000000000012 0.92614999413490307 3.9827746149967433e-06 0.010294413659721552 9.0500000000000025 0.00018196884047935001 13.500000000000002 6.0550000000000006 286.50000000000006 3.4550000000000005 3.2050000000000005 9.0500000000000025 416.50000000000006 5.8550000000000013 5.8750000000000009 31.500000000000004 191.50000000000003 6.0750000000000011 1.0000000180025095e-35 89.500000000000014 7.995000000000001 179.50000000000003 6.2550000000000008 7.0450000000000008 decision_type=2 2 2 2 2 8 10 2 2 2 8 2 2 10 2 8 10 10 2 10 10 2 2 10 2 2 10 2 10 8 left_child=2 3 8 6 16 11 9 15 -1 21 -9 -4 13 -8 19 -5 -3 18 -17 -14 -21 -2 -18 -10 -25 -26 27 -27 -24 -30 right_child=1 4 5 7 -6 -7 12 10 23 -11 -12 -13 14 -15 -16 17 22 -19 -20 20 -22 -23 28 24 25 26 -28 -29 29 -31 leaf_value=-0.0096806258518546337 -0.0012595911309150013 0.0084117383652990135 -0.0067410687913397561 0.00054478692359183334 0.010264736760243672 -0.0018317611152138527 0.0026830988827855192 0.0038372464378761983 -0.008147258698993352 -0.00012959034780983604 0.0080924450736309869 -0.004248072740392783 0.001082599367051985 -0.0023699164139912789 -0.0042839807729948337 0.0024581492379797181 0.0058762467718429731 0.0078243125643346085 -0.0054017648332641468 0.028190188353750992 0.0055489959172242845 -0.0039633243485494712 0.0030664696876537062 -0.0053790645179465748 0.0056230675157071018 0.094523663346064657 0.1872676286849487 -0.01011232315220123 -0.029526494934427158 0.0027971767192104665 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0.00590069 -0.00181673 0.00553289 -0.00775257 -0.00439846 0.0192522 0.0729939 0.032183 -0.000663828 -0.0114086 internal_weight=0 14654.1 7584.67 9525.77 5128.37 2222.68 5151.53 4374.24 5361.99 4294.48 1375.19 1644.61 857.052 469.85 387.202 2999.05 1098.58 2252.33 2192.01 354.909 257.159 1368.24 710.505 1135.14 119.512 4.7579 0.962527 0.709235 37.3013 9.61271 internal_count=734512 191377 543135 79222 112155 86431 52872 26350 456704 44395 10501 69839 8477 4175 4302 15849 13734 12127 11866 3849 2422 22300 6364 74077 8579 315 84 64 214 52 is_linear=0 shrinkage=0.01 Tree=365 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 11 1 10 10 1 11 10 10 5 11 10 10 10 3 3 10 1 1 10 1 1 5 3 3 10 split_gain=7012.52 2294.78 359.92 205 140.793 119.929 94.9469 123.85 89.0821 67.2511 48.2992 43.6183 40.8392 38.6063 33.4925 32.1681 31.4002 30.0698 28.4383 27.3882 27.0258 52.5709 36.6656 26.5819 65.9715 59.8762 29.7967 26.4123 25.7018 24.0194 threshold=0.0012464885949156502 0.99641901254653942 2.8912609195685949e-05 0.254873737692833 -9.4999999999999982 0.99991196393966686 -8.4999999999999982 2.3750000000000004 3.4550000000000005 -351.49999999999994 0.85901859402656566 8.2000000000000011 3.7550000000000003 1.5000000000000002 3.9827746149967433e-06 2.5250000000000004 1.8250000000000004 5.285000000000001 0.54186137071651097 0.22257107971393683 5.245000000000001 -287.49999999999994 -293.49999999999994 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 0.86984754376058737 0.76506899055918665 4.9450000000000012 decision_type=2 2 2 2 8 2 8 10 10 10 2 8 10 10 2 10 10 8 2 2 10 10 8 10 10 10 10 2 2 10 left_child=2 3 14 4 12 -3 10 -8 16 11 15 -4 27 19 -1 18 -6 -11 -5 -14 -21 22 28 -12 26 -26 -25 -2 -22 -9 right_child=1 5 9 6 8 -7 7 29 -10 17 23 -13 13 -15 -16 -17 -18 -19 -20 20 21 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.0096749971653634775 -0.0011156815768821758 0.0065174270512515977 -0.0083154760165478226 -0.004316643331508602 0.0029691916728432736 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501.76099346764386 7.1039780899882308 151.6676274985075 22.131479650735855 36.164961569011211 76.232066169381142 164.52488596364856 12.037640783935784 203.44450405240059 leaf_count=382627 10972 13734 20305 661 837 98421 3664 3702 11209 46223 6718 242 3121 9870 74077 7933 2248 19661 400 8479 390 4588 59 968 91 231 514 991 108 1468 internal_value=0 0.00402952 -0.00785193 0.00113252 -0.000219178 0.00945241 0.00272547 0.000212866 -0.00362361 -0.00446377 0.00359011 -0.00764109 0.00058378 0.00136077 -0.00926317 0.0026008 -0.000630064 -0.00350749 -0.0012685 0.00217255 0.00288706 0.00456656 0.0136376 0.00509163 0.00240283 -0.00709004 0.00483109 -0.000677436 0.0106304 -0.0018337 internal_weight=0 14607 7527.32 9520.79 5150.42 5086.19 4370.37 1118.91 982.93 2213.38 3251.46 512.048 4167.49 2578.79 5313.94 1960.04 494.235 1701.33 193.635 1790.59 1342.51 559.099 57.3376 1291.42 286.196 58.2964 227.9 1588.69 50.2336 811.744 internal_count=734512 191377 543135 79222 52872 112155 26350 8834 14294 86431 17516 20547 38578 26615 456704 8994 3085 65884 1061 16745 13624 5145 557 8522 1804 322 1482 11963 498 5170 is_linear=0 shrinkage=0.01 Tree=366 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 11 1 10 10 1 11 10 10 11 10 10 10 3 10 1 1 3 10 10 1 1 3 10 1 11 split_gain=6915.96 2278.31 360.406 201.261 138.411 120.821 93.1523 121.803 88.1228 66.8989 47.8179 43.182 39.9943 33.7205 31.5425 30.8015 29.7499 27.8461 26.2053 64.7687 58.7186 25.8783 23.6296 32.2657 22.2071 22.162 21.2066 21.0627 69.4949 20.7629 threshold=0.0012464885949156502 0.99641901254653942 2.8912609195685949e-05 0.254873737692833 -9.4999999999999982 0.99991196393966686 -8.4999999999999982 2.3750000000000004 3.4550000000000005 -351.49999999999994 0.85901859402656566 8.2000000000000011 3.7550000000000003 3.9827746149967433e-06 2.5250000000000004 1.8250000000000004 5.285000000000001 0.54186137071651097 6.1150000000000011 -59.499999999999993 -53.499999999999993 0.86984754376058737 4.9450000000000012 5.5050000000000008 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28.4274 28.0975 26.9492 24.8566 24.2596 24.004 27.3237 24.7151 35.7661 23.9034 22.9956 threshold=0.0012464885949156502 0.9982588291168214 2.8912609195685949e-05 0.6303343176841737 0.99997669458389293 1.0000000180025095e-35 5.6550000000000011 1.0000000180025095e-35 5.5250000000000012 2.5250000000000004 1.0000000180025095e-35 3.9827746149967433e-06 9.0500000000000025 1.0000000180025095e-35 6.1150000000000011 2.6150000000000007 0.023589946329593603 1.0000000180025095e-35 3.1250000000000004 0.61925832279814597 0.86696165191740426 0.96394401788711548 31.500000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.2950000000000004 5.5050000000000008 0.12629276514053342 4.5000000000000009 decision_type=2 2 2 2 2 2 8 2 8 10 2 2 8 2 10 10 2 2 10 2 2 2 2 2 2 2 10 10 2 8 left_child=2 3 11 5 -3 6 7 17 10 20 -4 -1 13 24 21 -11 -17 18 -2 -16 -7 -15 -9 -22 25 26 -5 -28 -20 -21 right_child=1 4 8 12 -6 9 -8 22 -10 15 -12 -13 -14 14 19 16 -18 -19 28 29 23 -23 -24 -25 -26 -27 27 -29 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939.78895441442728 238.24097147956491 1421.7928971834481 2503.4055625125766 29.531742135062814 509.07318188715726 92.904292546212673 43.634193830192089 442.71070535480976 49.985916942358017 34.954655796289444 123.39614959806204 35.103435531258583 421.86592809483409 112.67214804515243 333.42584051564336 11.861146807670591 leaf_count=382627 2411 16304 23104 2711 93269 4343 2677 1633 16592 446 46735 74077 4276 4909 1406 20069 13455 222 11406 740 222 3192 665 189 629 216 2260 591 3017 119 internal_value=0 0.00397637 -0.00781374 0.00121559 0.00962509 0.000186728 -0.00140597 -0.00229661 -0.00441182 0.000815492 -0.0053448 -0.00924446 0.00347927 0.00311722 0.00414128 0.00123377 0.0011082 -0.00326115 -0.0034867 0.0011771 -0.00126939 0.00487671 0.00273805 0.00440971 0.00133424 0.000747328 0.000382935 -0.000903537 -0.00460494 -0.00316417 internal_weight=0 14508.7 7414.21 9745.6 4763.1 6700.27 1896.45 1558.87 2195 4803.82 1619.95 5219.21 3045.34 2716.55 1725.51 4001.11 3925.2 1308.24 1278.71 343.006 802.715 1382.5 250.633 78.5888 991.043 867.647 832.543 534.538 842.499 104.765 internal_count=734512 191377 543135 81804 109573 60755 22031 19354 86431 38724 69839 456704 21049 16773 10366 33970 33524 17056 16834 2265 4754 8101 2298 411 6407 5778 5562 2851 14423 859 is_linear=0 shrinkage=0.01 Tree=368 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 3 6 1 1 1 10 0 10 4 5 1 10 1 5 10 4 10 1 3 10 1 1 1 10 10 split_gain=1406.93 409.349 179.191 146.452 93.6896 69.6183 62.2523 72.4466 64.8374 61.1459 55.0942 46.7129 44.2927 61.1331 43.6537 43.0852 177.207 65.8371 63.4461 43.6474 50.0164 42.7561 42.245 36.632 35.7828 37.478 35.2536 35.172 205.757 33.5025 threshold=2.8350000000000004 -361.49999999999994 53.500000000000007 4.1150000000000011 2.8350000000000004 0.9740215924426453 1.5000000000000002 -125.49999999999999 -8.4999999999999982 -23.499999999999996 2.5250000000000004 1.0000000180025095e-35 5.5150000000000006 27.500000000000004 2.5000000000000004 -42.499999999999993 4.9250000000000007 -24.499999999999996 5.5000000000000009 5.2150000000000007 23.500000000000004 2.7050000000000005 -65.499999999999986 0.99938118811881205 3.6350000000000002 -19.499999999999996 -13.499999999999998 -124.49999999999999 7.995000000000001 5.4650000000000007 decision_type=10 10 2 10 8 2 2 10 10 8 8 2 10 8 10 8 10 10 10 10 8 10 10 2 10 8 8 10 8 10 left_child=1 4 6 9 -1 26 15 29 12 -4 -3 -12 13 -9 -15 19 24 18 -18 20 -2 -13 -22 -7 25 -17 -5 28 -14 -8 right_child=2 10 3 5 -6 23 7 8 -10 -11 11 21 27 14 -16 16 17 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0053577433360720199 -0.0039739307049838687 -0.00078165485950958526 -0.0021660909080478906 -0.0046084750680941092 0.0090328690620009363 0.0045073680188288312 -0.0036127829893954216 -0.0055321161132370414 -0.0083020299748045485 0.003484104444078844 0.0012472551156972643 0.0051150719781487396 0.0044284386780958996 2.5734564953790257e-05 -0.005885675716156509 -0.0022515026176763912 -0.0060687744508132304 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1490 401 40984 41684 1068 15707 1960 18992 11640 29835 33336 18 50305 internal_value=0 0.00432072 -0.00149954 -0.00357248 0.00701936 -0.00474449 -0.00096722 -0.00172159 -0.000621197 0.000193581 0.00160258 0.00243373 -0.000337609 -0.00124696 -0.000483652 -0.000328539 -0.00134915 -0.00491318 -0.00561259 0.0002748 -0.000501396 0.00434351 2.49659e-05 0.00146318 0.000563551 0.00207197 -0.00518768 0.00135914 0.0273856 -0.00283297 internal_weight=0 5580.53 16238.8 3318.01 2800.31 2530.51 12920.8 5923.87 2976.66 787.5 2780.22 2061.56 2870.67 1869 1586.42 6996.89 2599.51 907.86 850.489 4397.37 2736.41 789.979 2376.23 168.623 1691.65 814.991 2361.88 1001.67 5.16563 2947.21 internal_count=734512 113944 620568 197865 70966 175733 422703 245446 116792 22132 42978 31685 103327 69794 55795 177257 64660 31295 29805 112597 71613 11961 57391 4692 33365 14373 171041 33533 197 128654 is_linear=0 shrinkage=0.01 Tree=369 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 47 10 28 47 10 11 10 47 10 10 10 11 10 2 3 11 28 18 10 10 13 18 10 5 10 split_gain=6706.61 2239.37 361.313 222.623 84.9617 66.3168 67.1122 74.7664 53.3854 41.8521 34.2217 31.8892 48.8177 37.1786 31.5484 31.1162 29.6002 28.0616 28.0229 27.535 26.8135 23.6796 28.1224 32.4542 23.3814 27.0382 24.6651 33.0253 22.2165 21.9293 threshold=0.0012464885949156502 0.9982588291168214 2.8912609195685949e-05 0.6303343176841737 0.99997669458389293 1.0000000180025095e-35 5.6550000000000011 1.0000000180025095e-35 1.0000000180025095e-35 2.5250000000000004 3.9827746149967433e-06 9.0500000000000025 1.0000000180025095e-35 6.1150000000000011 2.6150000000000007 8.3400000000000016 0.023589946329593603 5.285000000000001 0.61925832279814597 0.86696165191740426 0.99188911914825451 1.0000000180025095e-35 1.0000000180025095e-35 3.2950000000000004 3.1250000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5.1150000000000011 4.5000000000000009 5.245000000000001 decision_type=2 2 2 2 2 2 8 2 2 10 2 8 2 10 10 8 2 8 2 2 2 2 2 10 10 2 2 10 8 10 left_child=2 3 10 5 -3 6 7 24 15 19 -1 12 21 20 -11 -4 -16 -10 -15 -7 -14 22 23 -5 -2 26 -26 -28 -20 -29 right_child=1 4 8 11 -6 9 -8 -9 17 14 -12 -13 13 18 16 -17 -18 -19 28 -21 -22 -23 -24 -25 25 -27 27 29 -30 -31 leaf_value=-0.0096568281838838397 -0.0013533523861737431 0.0071873953430763825 -0.0073709217009810526 0.0026284032078918123 0.010352939341455104 -0.0018822260950113038 0.0026479764311337483 0.0027263930347400118 -0.0044066519708046746 0.0076116806852270218 -0.0076684501215555723 0.0064091982220555637 0.0043168553149328364 0.0030654962596617773 -4.5969075073826977e-05 0.0017808197218684737 0.0017613545008102155 -0.00161336518005273 -0.0014852954983916842 0.004349085518630046 0.0085159683604848907 0.0054285799264687301 0.00533416022040908 -0.0016333591872085334 -0.0050434452573120282 0.0090263747284979601 -0.0044321640702704021 0.014836285095220798 -0.015947364969804534 -8.4632405647027862e-05 leaf_weight=4061.2623415817507 437.63417138159275 1109.0690253525972 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1.5000000000000002 -125.49999999999999 -8.4999999999999982 -23.499999999999996 2.5250000000000004 2.6550000000000007 5.5150000000000006 27.500000000000004 -42.499999999999993 4.9250000000000007 -24.499999999999996 5.8750000000000009 5.2150000000000007 23.500000000000004 0.21483516483516482 -65.499999999999986 0.99938118811881205 -13.499999999999998 3.6350000000000002 -19.499999999999996 -124.49999999999999 7.995000000000001 -249.49999999999997 2.5650000000000004 decision_type=10 10 2 10 8 2 2 10 10 8 8 10 10 8 8 10 10 10 10 8 2 10 2 8 10 8 10 8 10 8 left_child=1 4 6 9 -1 23 14 -8 12 -4 -3 29 13 -9 18 24 17 -17 19 -2 -15 -21 -7 -5 25 -16 27 -14 -20 -12 right_child=2 10 3 5 -6 22 7 8 -10 -11 11 -13 26 20 15 16 -18 -19 28 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0053019949353006312 -0.0039411104766827092 -0.00077807688884751051 -0.0021421956484443338 -0.0045602746379247369 0.0089953477875452902 0.0044726516651395912 -0.0028000893307984537 -0.0054889859937960681 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64660 31295 29805 112597 71613 55795 57391 4692 171041 33365 14373 33533 197 40984 26645 is_linear=0 shrinkage=0.01 Tree=371 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 11 1 1 11 11 11 11 6 2 3 2 3 2 1 1 6 1 6 1 1 6 3 11 6 3 split_gain=6594.29 2216.74 361.673 218.656 154.867 85.6723 79.5681 66.1545 38.5903 38.4032 34.5219 28.7177 25.0259 23.9638 19.9009 19.8555 18.1447 17.0484 43.954 41.5461 35.6636 29.9941 16.5466 16.2662 14.7218 15.2389 19.1797 14.4192 21.1485 20.1655 threshold=0.0012464885949156502 0.9982588291168214 2.8912609195685949e-05 0.49114476144313818 -390.49999999999994 0.99997669458389293 -8.4999999999999982 -351.49999999999994 0.92614999413490307 0.031991988420486402 1.014916506392183e-06 0.00020295658032405003 450.50000000000006 0.87596153846153857 0.48850422832980972 0.49882629107981225 0.6288018433179724 0.98728813559322048 -57.499999999999993 -56.499999999999993 29.500000000000004 -64.499999999999986 423.50000000000006 -124.49999999999999 -124.49999999999999 181.50000000000003 0.73368794326241138 0.023589946329593603 191.50000000000003 0.98067587752053786 decision_type=2 2 2 2 10 2 8 10 2 2 2 2 2 2 2 2 2 2 10 10 2 10 2 10 10 2 2 2 2 2 left_child=2 3 10 4 27 24 8 -4 22 14 -1 -9 17 -8 -6 16 -16 -10 20 -20 -19 -22 -5 -18 25 -3 -27 -2 -29 -30 right_child=1 5 7 6 9 -7 13 11 12 -11 -12 -13 -14 -15 15 -17 23 18 19 -21 21 -23 -24 -25 -26 26 -28 28 29 -31 leaf_value=-0.0098630506212717163 -0.0048110698355212349 0.00638225373848116 -0.0075543710775693267 0.0031398168241494389 -0.0012545948628332577 0.010344822267599193 0.00026363732323120867 -0.0047996169811562704 0.0060635316364859937 0.0016284518856500721 -0.0081671947421942288 -0.0021756581624523385 -0.0071164949505490502 0.0063180061043208481 -0.0020875303563086815 0.0035718834250164952 -0.0014463498395993082 0.008987247385126013 -0.018717450927132347 0.0068262326168353604 -0.022652660519264983 0.0094343649987084794 -0.0069036259170411306 0.001674391300554075 0.0083832440040399105 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33.4998 35.5755 33.4919 63.1954 59.9828 threshold=2.8350000000000004 -361.49999999999994 53.500000000000007 4.1150000000000011 2.8350000000000004 0.9740215924426453 1.5000000000000002 -125.49999999999999 0.040202020202020204 -23.499999999999996 -8.4999999999999982 2.5250000000000004 2.6550000000000007 5.8750000000000009 -124.49999999999999 8.3400000000000016 -42.499999999999993 4.9250000000000007 -24.499999999999996 5.5000000000000009 8.8850000000000016 5.2150000000000007 1.0000000180025095e-35 -13.499999999999998 -65.499999999999986 3.6350000000000002 -19.499999999999996 5.4650000000000007 4.2350000000000012 0.25943732193732194 decision_type=10 10 2 10 8 2 2 10 2 8 10 8 10 10 10 8 8 10 10 10 10 10 2 8 10 10 8 10 10 2 left_child=1 4 6 9 -1 23 16 27 -9 -4 13 -3 -13 -10 15 -15 21 25 19 -19 -16 24 -7 -5 -2 26 -18 28 -8 -30 right_child=2 11 3 5 -6 22 7 8 10 -11 -12 12 -14 14 20 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0052513112795258433 -0.0012289396984051996 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813.05656821560115 57.231632429175079 22.824654867872596 154.62426206795499 1647.8527696095407 117.96852855291218 422.30853890581056 837.9177696602419 868.03441886696965 645.56004068255424 1014.777157176286 378.88976048398763 908.86137764295563 leaf_count=33595 51737 11293 15964 141206 37371 1960 13323 13317 70702 6168 13302 26645 5040 128 10175 15 2733 29404 1490 401 9153 40984 2732 29835 19876 18992 11640 50305 14547 50479 internal_value=0 0.00422156 -0.00145851 -0.00349393 0.00692124 -0.00464801 -0.00093893 -0.0016719 -0.000589874 0.000186376 -0.00143305 0.0015436 0.00235697 -0.00109988 0.00125117 0.0432109 -0.000319376 -0.00132946 -0.00483344 -0.00553222 0.00105002 0.000274584 0.00147299 -0.00509048 -0.000478543 0.000540517 0.00200925 -0.00276857 -0.00355367 -0.00480768 internal_weight=0 5492.45 16055.3 3264.98 2735.14 2485.55 12790.3 5858.89 2949.12 779.423 2329.38 2757.31 2043.7 2229.44 581.737 2.77551 6931.44 2566.64 893.113 835.881 578.961 4364.8 167.562 2317.99 2716.95 1673.53 805.491 2909.76 1894.98 1287.75 internal_count=734512 113944 620568 197865 70966 175733 422703 245446 116792 22132 103475 42978 31685 90173 19471 143 177257 64660 31295 29805 19328 112597 4692 171041 71613 33365 14373 128654 78349 65026 is_linear=0 shrinkage=0.01 Tree=373 num_leaves=31 num_cat=0 split_feature=10 47 10 47 10 10 10 10 5 10 5 0 47 10 3 3 3 3 10 10 3 10 10 3 3 3 0 10 10 10 split_gain=1297.04 317.9 132.664 113.083 131.313 131.005 96.3414 86.3549 61.1073 56.5672 45.8402 42.7167 41.7186 44.6357 40.4225 43.4939 38.1573 49.6822 30.9854 55.838 47.1889 36.744 60.4695 49.1273 38.2136 33.1557 28.5497 30.6846 27.7647 27.4899 threshold=2.8350000000000004 1.0000000180025095e-35 4.3750000000000009 1.0000000180025095e-35 9.8950000000000014 7.995000000000001 5.4850000000000012 2.8350000000000004 2.5000000000000004 2.5250000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.2350000000000008 0.50117370892018787 0.99938118811881205 0.48492424242424242 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10 13 18 10 split_gain=6463.57 2185.98 361.978 214.151 86.3731 65.0815 63.2851 65.5033 52.695 43.0604 40.9425 34.8635 30.4798 29.7886 29.1885 34.1949 34.9204 27.1434 25.859 30.6116 25.5166 25.0906 25.436 22.945 21.6452 21.1563 20.7553 20.6755 22.2222 29.1634 threshold=0.0012464885949156502 0.9982588291168214 2.8912609195685949e-05 0.49114476144313818 0.99997669458389293 1.0000000180025095e-35 5.6550000000000011 1.0000000180025095e-35 1.0000000180025095e-35 2.5250000000000004 0.92614999413490307 1.014916506392183e-06 2.5650000000000004 8.3400000000000016 9.0500000000000025 1.0000000180025095e-35 6.0750000000000011 5.285000000000001 1.0000000180025095e-35 3.1250000000000004 0.023589946329593603 9.5000000000000018 10.500000000000002 31.500000000000004 1.5000000000000002 1.0000000180025095e-35 5.2350000000000012 1.0000000180025095e-35 1.0000000180025095e-35 5.1150000000000011 decision_type=2 2 2 2 2 2 8 2 2 10 2 2 10 8 8 2 10 8 2 10 2 2 2 2 8 2 10 2 2 10 left_child=2 3 11 5 -3 6 7 18 13 21 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16304 9228 19132 14763 41685 2677 1480 271 1209 is_linear=0 shrinkage=0.01 Tree=376 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 47 28 47 11 11 11 11 3 11 5 3 3 18 13 38 3 4 5 47 3 4 18 5 0 4 split_gain=6285.32 2155.88 362.708 206.815 87.7989 62.6944 57.4227 52.0159 35.5872 35.3801 29.9467 26.0939 25.258 24.4264 18.111 17.8282 20.4385 15.8926 15.827 15.7125 19.03 14.1604 13.8521 18.3905 13.6753 37.1948 12.6811 17.4817 14.9764 15.1066 threshold=0.0012464885949156502 0.9982588291168214 2.8912609195685949e-05 0.6303343176841737 0.99997669458389293 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.044676627963781308 1.014916506392183e-06 0.96394401788711548 0.12629276514053342 0.4817045961624275 0.00020295658032405003 1.5000000000000002 0.50117370892018787 0.6288018433179724 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.52649122807017557 19.500000000000004 3.5000000000000004 1.0000000180025095e-35 0.38913470993117016 26.500000000000004 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 26.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 10 10 2 2 10 2 10 2 10 left_child=2 3 9 5 -3 6 11 -4 12 -1 14 19 21 -9 -5 -14 -17 18 -13 20 26 -7 23 -12 25 -10 27 -2 29 -28 right_child=1 4 7 10 -6 8 -8 13 24 -11 22 17 15 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.0098503417262524161 -0.0029807267432599926 0.0070516581825348828 -0.0066972887152618775 0.0031830857807998705 0.010321025111663853 -0.0045955781712115227 0.002582558812383571 -0.0046312525503692603 -0.0045788846518508052 -0.0081078367240288302 0.0033768474674328781 -0.0013627429446674911 0.0033982776966260606 -0.0020888267210013929 0.00099297331648340141 -0.0021437992021555849 0.00099256245886777711 0.0039758235169435989 0.011089710652408151 0.0069652747436563193 -0.0051078003677079778 -0.000910303481387655 0.00078657479172722063 0.0060108108664569697 0.0021599805392773625 0.0014280495727631362 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27.8546 26.7794 21.8097 61.0402 38.3548 21.5006 threshold=0.0012464885949156502 0.9982588291168214 2.8912609195685949e-05 0.49114476144313818 -390.49999999999994 3.2350000000000008 0.99997669458389293 -3.4999999999999996 2.3750000000000004 -351.49999999999994 3.4950000000000006 1.5000000000000002 8.2000000000000011 0.85901859402656566 3.9827746149967433e-06 6.0250000000000012 -59.499999999999993 -53.499999999999993 2.5000000000000004 26.500000000000004 0.22257107971393683 27.500000000000004 1.3650000000000004 0.00020295658032405003 165.50000000000003 3.9350000000000005 -253.49999999999997 5.1450000000000005 2.5000000000000004 -137.49999999999997 decision_type=2 2 2 2 10 10 2 8 10 10 10 10 8 2 2 10 10 10 10 2 2 8 10 2 2 10 10 10 2 10 left_child=2 3 14 4 5 22 -3 13 -9 12 -6 20 -4 -5 -1 -15 18 -18 -17 -20 21 -12 -2 -11 26 -10 27 -22 -29 -28 right_child=1 6 9 7 10 -7 -8 8 25 23 11 -13 -14 15 -16 16 17 -19 19 -21 24 -23 -24 -25 -26 -27 29 28 -30 -31 leaf_value=-0.0096246189395712972 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189.35522270947695 25.516589343547821 47.358799397945404 68.453234948217869 18.694736368954182 111.86424501053989 489.51194275170565 370.99250126630068 883.66790870018303 131.2200723066926 348.62760819122195 206.07135540060699 52.181984342634678 76.876000767573714 1159.8067052010447 leaf_count=382627 1023 16304 20305 5407 11593 12690 93269 3914 2172 39603 743 11023 242 7678 74077 1354 105 330 476 138 1163 3061 2121 26281 1706 2046 2022 335 730 9974 internal_value=0 0.00380396 -0.00768 0.00115836 6.25668e-05 -0.00315268 0.00952342 0.00307575 0.000584269 -0.00423714 0.000810933 0.00154779 -0.00746789 0.00398188 -0.00917869 0.00505007 0.00234296 -0.00657462 0.00469328 -0.00109308 0.00227637 0.000330447 -0.000141272 -0.00329187 0.00293724 -0.0016391 0.00329902 0.00607305 0.0107593 0.00280972 internal_weight=0 14148.9 7036.71 9674.05 6155.92 1162.29 4474.84 3518.13 938.269 2134.13 4993.63 3308.99 483.077 2579.86 4902.58 1431.98 349.379 72.8754 276.503 87.148 2328.29 590.268 550.665 1651.05 1738.02 677.404 1606.8 240.922 129.058 1365.88 internal_count=734512 191377 543135 81804 58184 15834 109573 23620 8132 86431 42350 30757 20547 15488 456704 10081 2403 435 1968 614 19734 3804 3144 65884 15930 4218 14224 2228 1065 11996 is_linear=0 shrinkage=0.01 Tree=378 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 3 1 10 1 1 5 10 10 1 3 1 0 1 10 5 10 10 10 10 3 10 6 1 10 10 split_gain=1202.67 379.062 159.015 128.706 92.0382 65.3292 58.4626 186.753 54.4895 50.8145 55.8434 51.2896 62.9578 61.9666 50.3061 56.7636 49.2591 45.7484 45.7699 88.7601 74.6456 70.8787 41.8348 45.2756 40.0931 39.5276 37.4093 34.9833 34.3877 34.1869 threshold=2.8350000000000004 -361.49999999999994 53.500000000000007 4.1150000000000011 2.8350000000000004 0.9740215924426453 -37.499999999999993 4.495000000000001 -23.499999999999996 -71.499999999999986 2.5000000000000004 5.1650000000000009 7.995000000000001 -285.49999999999994 0.94469928644240586 -268.49999999999994 1.0000000180025095e-35 -8.4999999999999982 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2117.83 363.38 199.578 154.6 93.3848 89.1865 70.7652 105.542 64.7117 59.6848 49.1385 39.861 35.9875 29.2821 27.8577 27.6185 45.5 110.135 34.6463 27.8448 26.6758 25.9897 25.3869 27.4473 24.7346 36.6367 22.7732 27.0156 21.0031 threshold=0.0012464885949156502 0.9982588291168214 2.8912609195685949e-05 0.6303343176841737 -9.4999999999999982 2.4250000000000003 0.99997669458389293 -3.4999999999999996 2.3750000000000004 -351.49999999999994 3.4950000000000006 1.5000000000000002 8.2000000000000011 1.014916506392183e-06 3.9650000000000003 5.285000000000001 6.1150000000000011 -57.499999999999993 -56.499999999999993 2.5000000000000004 0.96394401788711548 3.9350000000000005 0.00020295658032405003 5.5000000000000009 5.955000000000001 1.0000000180025095e-35 28.500000000000004 5.5050000000000008 4.9450000000000012 2.1050000000000004 decision_type=2 2 2 2 8 10 2 8 10 10 10 10 8 2 10 10 8 10 10 10 2 10 2 10 10 2 8 10 10 10 left_child=2 3 13 4 10 -6 29 16 -9 12 -2 25 -4 -1 -7 22 20 19 -19 -18 -5 -10 -11 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6971.59 9658.26 6664.27 1294.68 4423.54 2993.99 818.288 2123.48 5369.59 3586.29 478.692 4848.11 999.847 1644.79 2175.7 571.462 126.317 445.146 1604.24 585.885 1265.07 504.19 10.8148 2515.5 580.384 303.238 255.976 1066.49 internal_count=734512 191377 543135 81804 60755 16812 109573 21049 7333 86431 43943 31889 20547 456704 15137 65884 13716 4339 1010 3329 9377 3642 49647 11394 175 20437 3868 1676 1430 16304 is_linear=0 shrinkage=0.01 Tree=380 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 11 1 1 11 11 11 11 6 4 5 6 1 5 0 1 6 5 11 5 1 4 11 6 1 6 split_gain=6007.85 2102.82 363.681 196.536 144.009 89.8736 77.0415 64.3358 36.2482 36.1029 35.6943 27.5994 27.5312 19.1346 18.4638 27.8438 27.3832 17.5158 15.9749 15.202 15.3902 19.5862 15.0474 15.0315 14.6237 14.4298 13.6933 21.5141 13.4587 13.4319 threshold=0.0012464885949156502 0.9982588291168214 2.8912609195685949e-05 0.49114476144313818 -390.49999999999994 0.99997669458389293 -3.4999999999999996 -351.49999999999994 1.014916506392183e-06 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num_leaves=31 num_cat=0 split_feature=5 47 28 2 2 5 2 2 18 2 2 2 2 2 5 2 2 2 2 2 5 5 5 2 2 5 47 47 2 47 split_gain=229.644 113.6 60.7315 44.0678 43.8474 37.4122 36.7105 61.335 46.1317 36.2933 34.304 59.7348 35.5387 66.5474 28.1923 27.6697 24.9408 22.0644 21.6458 20.9374 20.4527 58.9963 34.6627 19.7614 17.637 17.6281 19.8763 16.4811 15.9917 22.6938 threshold=2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.050179856115107911 0.035929432013769351 1.5000000000000002 0.48581488933601619 0.50151515151515158 1.0000000180025095e-35 0.98728813559322048 0.073574521833273163 0.12560679611650488 0.49882629107981225 0.50151515151515158 1.5000000000000002 0.65419580419580436 0.45848997493734339 0.031331806282722509 0.047394429469901155 0.22756041426927498 5.5000000000000009 7.5000000000000009 3.5000000000000004 0.64334637964774966 0.75110619469026563 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 0.35310102301790286 1.0000000180025095e-35 decision_type=10 2 2 2 2 10 2 2 2 2 2 2 2 2 10 2 2 2 2 2 10 10 10 2 2 10 2 2 2 2 left_child=1 2 6 18 -3 17 8 -8 14 -9 -6 -12 16 -14 -1 23 19 -4 25 -13 22 -22 28 -15 -19 -2 -27 -20 29 -5 right_child=3 4 5 20 10 -7 7 9 -10 -11 11 12 13 15 -16 -17 -18 24 27 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0016708738216490899 -0.0019057115242085347 0.00083404739539236173 0.0031263047706837762 0.0033290829553731349 -0.0038204547828934394 -0.0065727639983288403 0.004554203486154991 0.00077908105186638146 -0.0033170789392585336 0.0039913775406469846 0.0037139407140134657 -0.0027171336647716727 0.0021872335469157378 -0.0016702047677459428 -0.0009365578748517237 2.1745010724005743e-06 -0.0043915828186125898 -0.001933404525338896 -0.013052472794360599 -0.00076740448830173256 0.0019240132743557725 -0.0071169433636921013 -0.0053187444937633967 -0.0076304943495540279 0.0040701545169709863 0.0074074704696182629 -0.00036512853249215686 0.016935359832637914 -0.0036660131785783952 -0.0024481315869026932 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326.862 222.905 103.957 3183.12 1659.4 2406.56 1066.75 internal_count=734512 113944 620568 197865 74070 39874 422703 245446 95057 150389 175733 52486 34812 29542 23634 177257 171132 28632 6125 138332 123760 28598 22132 15680 13007 2673 95162 123247 117984 27436 is_linear=0 shrinkage=0.01 Tree=383 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 10 11 11 11 2 10 11 10 10 10 28 10 18 11 2 3 2 28 3 2 10 10 10 18 split_gain=5899.42 2078.8 363.832 192.525 90.5154 53.8438 49.8083 38.6028 36.5386 35.1503 30.8515 28.3357 25.4359 21.1083 15.9217 32.2589 15.3083 14.5207 21.689 25.4192 31.4967 14.0532 13.6378 12.0832 12.0424 27.054 12.6583 28.984 16.9629 13.8414 threshold=0.0012464885949156502 0.9982588291168214 2.8912609195685949e-05 0.49114476144313818 0.99997669458389293 5.4450000000000012 5.5250000000000012 0.92614999413490307 1.014916506392183e-06 0.023589946329593603 0.77525510204081638 9.0500000000000025 0.00018196884047935001 2.1050000000000004 8.2000000000000011 8.2700000000000014 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92 162 1322 19285 535 38 32 1642 476 38 926 710 1003 97 3879 328 internal_value=0 0.00371818 -0.00760985 0.00113125 0.00947088 6.53384e-05 -0.0041488 0.00300574 -0.00914391 -0.00035453 0.00215302 0.00417627 -0.00507884 0.00691994 0.00368404 -0.00375993 -0.00139833 -0.00802784 -0.00557334 0.0110888 0.0568885 0.00206159 0.00269921 0.00027443 0.00330043 0.00269728 0.00328167 0.00760675 0.00276589 0.00355001 internal_weight=0 13968.7 6852.52 9635.65 4333.06 6142.69 2104.5 3492.97 4748.02 5114.14 1028.54 1559.52 1541.23 1052.97 1376.02 28.1453 1978.26 1813.18 212.745 7.5356 1.04394 1933.45 935.499 185.867 749.632 611.22 567.439 60.4586 506.981 428.281 internal_count=734512 191377 543135 81804 109573 58184 86431 23620 456704 48901 9283 13083 69839 16304 9990 254 28759 145287 19890 605 70 10537 8631 1212 7419 6493 6017 807 5210 4207 is_linear=0 shrinkage=0.01 Tree=384 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 1 10 2 1 1 6 10 0 1 10 10 10 6 1 2 10 4 10 10 2 6 2 1 10 1 split_gain=1106.96 362.418 147.919 119.9 91.7367 59.7443 174.819 55.5857 50.9424 47.2952 46.9255 53.7942 46.8732 46.0103 44.299 77.9573 67.5518 47.3281 40.4609 40.0922 37.8835 55.4318 43.965 37.2882 39.9467 36.2004 36.0498 35.2139 33.6977 32.2641 threshold=2.8350000000000004 -361.49999999999994 53.500000000000007 4.1150000000000011 2.8350000000000004 -37.499999999999993 4.495000000000001 0.025978407557354904 -23.499999999999996 -71.499999999999986 1.5000000000000002 5.1650000000000009 1.0000000180025095e-35 -8.4999999999999982 4.995000000000001 5.5050000000000008 4.9850000000000012 18.500000000000004 -239.49999999999997 1.0000000180025095e-35 6.9850000000000012 20.500000000000004 7.1150000000000011 6.4350000000000014 0.58374587458745886 17.500000000000004 0.63673020527859248 -13.499999999999998 4.6750000000000007 -60.499999999999993 decision_type=10 10 2 10 8 8 10 2 8 10 2 10 2 8 10 10 10 2 10 2 10 10 10 10 2 2 2 8 10 10 left_child=1 4 5 8 -1 9 -7 19 -4 10 11 -2 -3 -8 16 -16 28 23 -13 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1.014916506392183e-06 0.00014531796477960005 450.50000000000006 42.000000000000007 0.96394401788711548 0.54182569974554717 0.49882629107981225 0.37119815668202766 1.0000000180025095e-35 18.500000000000004 0.53873431533006011 1.0000000180025095e-35 780.50000000000011 0.254873737692833 0.3686367558239862 0.50151515151515158 1.0000000180025095e-35 0.68772163120567387 28.500000000000004 12.500000000000002 1.0000000180025095e-35 119.50000000000001 27.500000000000004 261.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 10 2 2 10 2 left_child=2 3 6 5 18 9 -1 -4 10 11 -5 12 13 14 25 16 -14 19 -3 -7 27 26 24 -24 -23 -2 -21 -16 29 -29 right_child=1 4 7 8 -6 17 -8 -9 -10 -11 -12 -13 15 -15 20 -17 -18 -19 -20 21 -22 22 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0098288896685521428 -0.0072948963160733215 0.0069506132443237292 -0.0056466911388186351 0.0027655120992539088 0.010281651837024069 0.00049338346749255575 -0.0080059050483379177 -0.0031323052402552525 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2823 137 2686 6639 7642 12268 2570 505 is_linear=0 shrinkage=0.01 Tree=386 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 3 1 10 1 10 1 1 6 10 10 10 10 6 0 1 10 10 10 2 6 2 10 10 1 2 split_gain=1071.94 333.909 133.033 141.008 80.673 67.4879 63.3934 58.0933 52.0051 184.095 46.1322 44.2476 44.2671 53.1491 43.396 76.9401 65.8593 46.2985 42.7215 39.6246 36.9805 43.3872 36.3314 39.1944 35.5942 35.2828 33.1929 33.0498 46.1469 30.9392 threshold=2.7750000000000004 -1.0000000180025095e-35 53.500000000000007 3.6350000000000002 2.7750000000000004 0.9740215924426453 -21.499999999999996 2.5250000000000004 -37.499999999999993 4.495000000000001 -8.4999999999999982 -71.499999999999986 1.5000000000000002 5.1650000000000009 4.995000000000001 5.5050000000000008 4.9850000000000012 18.500000000000004 1.0000000180025095e-35 -239.49999999999997 6.9850000000000012 7.1150000000000011 6.4350000000000014 0.58374587458745886 17.500000000000004 0.63673020527859248 4.6750000000000007 3.2350000000000008 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38.6679 38.814 53.3212 36.5756 36.2608 33.6242 33.957 threshold=2.6550000000000007 -1.0000000180025095e-35 4.3750000000000009 -8.4999999999999982 -64.499999999999986 4.995000000000001 2.5000000000000004 6.4750000000000005 2.5000000000000004 5.4750000000000005 2.6550000000000007 2.5250000000000004 4.9850000000000012 0.20087719298245613 0.50117370892018787 9.8950000000000014 0.6288018433179724 -287.49999999999994 -289.49999999999994 -120.49999999999999 -60.499999999999993 -56.499999999999993 -71.499999999999986 2.5000000000000004 -60.499999999999993 3.5950000000000002 -118.49999999999999 0.74478940512375169 -63.499999999999993 4.8950000000000005 decision_type=10 8 10 8 8 10 10 10 10 10 8 8 10 2 2 10 2 10 10 10 10 10 10 10 10 10 10 2 10 10 left_child=1 11 4 8 -2 12 -7 -8 9 14 -3 -1 -5 28 -4 17 -16 18 -11 -19 22 -22 26 24 25 -6 -21 -14 -10 -30 right_child=2 10 3 5 23 6 7 -9 13 15 -12 -13 27 -15 16 -17 -18 19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.00089960825473397673 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79.619866959750652 1629.4467691546306 713.93501218874007 21.568961441516876 4.1410128925926974 86.467998191248626 439.7014248361811 351.15655324794352 132.52532717678696 1154.7498134183697 581.09468281827867 710.38971826247871 58.639616358093917 8.8537917612120491 73.059815958607942 leaf_count=11389 48309 27709 87375 24101 26343 62868 11390 2564 4621 10298 37195 26851 643 94098 38090 8010 76978 35654 309 84 2248 15736 8984 3806 27045 13058 26035 1117 228 1376 internal_value=0 0.004193 -0.00122829 -0.00185307 0.000133153 -0.00499459 -0.00657416 -0.00165645 -0.00114758 -0.000716398 0.00692143 0.00169467 -0.00246467 -0.00311938 -0.00153765 0.000655321 -0.00264071 0.0008823 0.00403636 0.000392549 0.0013543 -0.00104752 0.00254016 0.00115254 0.0013747 0.00221688 0.00116444 0.00613298 0.000933062 0.00632279 internal_weight=0 4624.38 15949.6 10932.6 5017.04 2004.87 1234.26 254.195 8927.72 7325.75 2210.4 2413.98 770.616 1601.97 4582.3 2743.45 2245.12 2663.83 358.035 2305.79 1591.86 526.169 1065.69 3289.18 3156.65 2001.9 714.531 71.2257 280.222 81.9136 internal_count=734512 103144 631368 512807 118561 102683 76822 13954 410124 309801 64904 38240 25861 100323 202443 107358 115068 99348 10607 88741 53087 17984 35103 70252 66446 39401 26119 1760 6225 1604 is_linear=0 shrinkage=0.01 Tree=388 num_leaves=31 num_cat=0 split_feature=6 1 1 2 4 1 5 2 1 6 2 5 5 1 1 2 5 5 1 6 4 4 6 0 1 2 2 2 1 1 split_gain=337.007 140.789 123.388 79.1001 67.3543 58.7748 57.3422 50.3693 43.1601 41.6292 39.5008 38.1539 54.4651 60.4689 35.0907 34.938 31.3082 29.1391 25.296 24.441 27.3459 27.6263 22.7736 21.0557 19.0135 28.0089 18.4938 32.5036 23.7647 25.9953 threshold=1.5000000000000002 -19.499999999999996 -122.49999999999999 0.040202020202020204 20.500000000000004 -8.4999999999999982 3.5000000000000004 0.48581488933601619 -38.499999999999993 175.50000000000003 0.50151515151515158 5.5000000000000009 6.5000000000000009 -61.499999999999993 -60.499999999999993 0.62532051282051293 1.5000000000000002 3.5000000000000004 -242.49999999999997 53.500000000000007 28.500000000000004 19.500000000000004 336.50000000000006 1.0000000180025095e-35 -19.499999999999996 0.78596059113300509 0.066767983789260368 0.12560679611650488 -64.499999999999986 -70.499999999999986 decision_type=2 8 8 2 8 10 10 2 10 2 2 10 10 8 10 2 10 10 10 2 10 8 2 2 10 2 2 2 8 10 left_child=1 4 9 -4 14 6 19 -3 11 16 -9 -8 13 23 -1 -12 18 -6 -2 26 21 -21 24 -13 25 -10 -5 28 29 -28 right_child=2 7 3 5 17 -7 8 10 22 -11 15 12 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.00080531860380292255 -0.00018885883793817856 0.001738794893096291 0.0019294575371134959 -0.0035447189253558094 0.0010541090297447847 -0.0081973372337628241 -0.0067488830951757629 0.0059996517706962698 -0.0082580950148023052 -0.006192260183033281 -0.00065149494992990087 -0.0034778790266489215 -0.0081452132381697601 0.012406659219384011 -0.0049570345738226863 0.0038486486474776046 -0.0038991155957532955 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10192 34026 12802 78302 19573 92 251 86 79 1339 115064 2359 2288 internal_value=0 0.00129215 -0.00126986 -0.000633409 0.00042757 -0.00103042 -0.000908587 0.00290375 -0.00390085 -0.00312716 0.00412929 -0.00456972 -0.00138985 0.00221116 -0.00187761 0.00290092 -0.00261734 0.000871872 -0.00154796 -0.000619059 -0.00142221 0.000235967 0.00714956 -0.00184989 0.00276678 -3.39603e-05 -0.000114802 3.06382e-05 0.0044502 0.00757117 internal_weight=0 10104.3 10438.1 7774.13 6576.3 6731.39 6618.87 3527.99 583.933 2664.01 1719.29 550.606 223.895 146.044 1062.7 1037.74 2284.1 5513.6 1245.21 6034.94 2327.64 696.822 33.3275 104.443 26.0146 23.4932 3707.3 3556.5 158.97 96.2536 internal_count=734512 256716 477796 320902 156453 297696 281240 100263 41627 156894 50256 40503 13061 3092 35518 29564 126916 120935 62383 239613 110677 32375 1124 2055 1032 946 128936 121050 5986 3627 is_linear=0 shrinkage=0.01 Tree=389 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 11 1 10 10 5 10 11 11 10 10 1 1 5 4 10 1 10 10 10 5 11 11 1 4 split_gain=5675.55 2024.07 364.202 189.004 189.934 164.062 91.6993 64.6245 62.4121 48.4138 47.9562 37.9521 37.2277 30.5951 28.2595 27.9192 72.7121 73.3989 45.8868 27.7762 31.7443 30.3609 31.3024 26.6035 26.2174 26.0093 25.2794 23.1255 22.3451 22.2261 threshold=0.0012464885949156502 0.9982588291168214 2.8912609195685949e-05 -8.4999999999999982 2.3750000000000004 0.76014459133148204 0.99997669458389293 -351.49999999999994 3.4950000000000006 3.9350000000000005 1.5000000000000002 8.2000000000000011 1.014916506392183e-06 0.92614999413490307 5.285000000000001 6.1150000000000011 -60.499999999999993 -53.499999999999993 3.5000000000000004 19.500000000000004 5.1450000000000005 -253.49999999999997 8.7300000000000022 5.7950000000000008 4.9450000000000012 5.5000000000000009 0.00020295658032405003 0.96394401788711548 -7.4999999999999991 23.500000000000004 decision_type=2 2 2 8 10 2 2 10 10 10 10 8 2 2 10 10 10 10 10 8 10 10 10 10 10 10 2 2 10 10 left_child=2 3 12 5 13 8 -3 11 -2 29 19 -4 -1 -5 26 27 18 -18 -17 20 -10 -22 -23 24 -11 -25 -9 -7 -26 -6 right_child=1 6 7 4 9 15 -8 14 10 23 -12 -13 -14 -15 -16 16 17 -19 -20 -21 21 22 -24 25 28 -27 -28 -29 -30 -31 leaf_value=-0.0098231972998069923 -0.00045453010079151714 0.0068474182306948808 -0.0080720145706597787 0.0022813117960256445 0.0053418955588899787 0.004110378728855139 0.01027225010433197 -0.0054099517256084619 -0.0044979775829983035 -0.0037627043461211929 5.7150698007887296e-05 0.0041241976815902977 -0.0079787571079546742 0.0077865700692266154 -0.00072088024783246551 0.0061325055549810246 -0.01823871353039681 0.0012833319010581773 -0.0041995785571425645 0.0029163190737714513 0.0085513455495807803 -0.0025394383730931551 0.0049608074375800185 -0.0015080612334313452 -0.0078872105675672748 0.016176667132828119 -0.0025471885286407264 0.0067415059123306156 0.011836832850873114 -0.0018852385497818026 leaf_weight=2855.3570365197957 1883.0372759383172 1036.652251245454 438.51987911341712 363.13743344321847 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174 is_linear=0 shrinkage=0.01 Tree=391 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 10 11 11 11 10 11 3 10 6 10 6 10 10 11 3 6 10 3 10 6 10 18 6 3 split_gain=5517.49 1994.96 364.614 180.217 93.1072 48.4869 48.4489 45.0612 37.7552 27.8362 27.0511 25.046 24.568 21.2497 17.4358 32.2284 22.447 17.8695 19.2637 20.4824 17.2239 16.2409 15.5749 30.5624 15.4254 15.1779 15.028 20.6217 28.3634 43.8092 threshold=0.0012464885949156502 0.9982588291168214 2.8912609195685949e-05 0.36455024778842932 0.99997669458389293 5.5250000000000012 5.4450000000000012 0.92614999413490307 8.9378974621467943e-07 0.010294413659721552 9.0500000000000025 0.00018196884047935001 0.22257107971393683 2.1050000000000004 22.500000000000004 6.0550000000000006 410.50000000000006 5.8550000000000013 5.455000000000001 0.12629276514053342 0.84654631083202525 171.50000000000003 8.2000000000000011 0.49441323345817728 5.8750000000000009 12.500000000000002 6.0750000000000011 1.0000000180025095e-35 4.5000000000000009 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0.9982588291168214 2.8912609195685949e-05 -8.4999999999999982 2.3750000000000004 0.85901859402656566 0.99997669458389293 3.4950000000000006 -351.49999999999994 1.5000000000000002 3.9350000000000005 1.014916506392183e-06 8.2000000000000011 6.0250000000000012 -59.499999999999993 -53.499999999999993 2.5000000000000004 0.92614999413490307 1.0000000180025095e-35 5.285000000000001 5.7950000000000008 4.9450000000000012 5.5000000000000009 0.00020295658032405003 -7.4999999999999991 2.1050000000000004 -380.49999999999994 4.0250000000000012 5.4450000000000012 4.995000000000001 decision_type=2 2 2 8 10 2 2 10 10 10 10 2 8 10 10 10 10 2 2 10 10 10 10 2 10 10 10 10 10 10 left_child=2 3 11 5 17 7 25 -2 12 18 -6 -1 -4 -7 16 -16 -15 -5 -9 23 21 -12 -22 -10 -23 -3 27 -27 29 -29 right_child=1 6 8 4 10 13 -8 9 19 -11 20 -13 -14 14 15 -17 -18 -19 -20 -21 22 24 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.0098114445449164738 -0.0004351319382070413 0.0091893792119742239 -0.0080225314045698683 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543135 81804 24157 57647 109573 47593 86431 34466 18844 456704 20547 10054 2398 430 1968 5313 22247 65884 13168 12492 676 49647 6771 16304 9228 3098 692 363 is_linear=0 shrinkage=0.01 Tree=393 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 11 1 10 10 11 10 4 2 11 2 10 10 1 1 10 10 11 11 2 11 4 1 10 1 split_gain=5363.43 1966.35 364.913 178.695 182.864 155.168 94.3921 63.5221 59.1878 47.3533 38.294 37.493 31.3345 35.9197 29.5935 28.9418 27.4718 27.1406 70.6114 70.4616 25.7805 25.8771 25.3485 24.519 23.5586 22.8224 21.7831 21.6543 21.3712 30.2411 threshold=0.0012464885949156502 0.9982588291168214 2.8912609195685949e-05 -8.4999999999999982 2.3750000000000004 0.76014459133148204 0.99997669458389293 -351.49999999999994 3.4950000000000006 3.9350000000000005 8.9378974621467943e-07 8.2000000000000011 19.500000000000004 0.72771403353927633 0.92614999413490307 1.0000000180025095e-35 5.285000000000001 6.1150000000000011 -60.499999999999993 -53.499999999999993 5.7950000000000008 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38.5676 30.1206 26.8561 26.5879 30.5997 32.0343 26.0793 23.7398 22.9637 21.436 26.659 21.3067 23.7544 20.8582 20.2509 18.1442 18.5023 17.9654 17.352 17.3144 16.9389 threshold=0.0012464885949156502 0.9982588291168214 2.8912609195685949e-05 0.254873737692833 0.99997669458389293 0.92614999413490307 1.0000000180025095e-35 1.0000000180025095e-35 5.4650000000000007 3.9827746149967433e-06 4.0250000000000012 8.3400000000000016 9.0500000000000025 1.0000000180025095e-35 6.0750000000000011 5.285000000000001 3.4550000000000005 0.31287650602409645 2.1050000000000004 1.0000000180025095e-35 0.38913470993117016 8.2000000000000011 0.00016255509399335001 0.86984754376058737 2.6550000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.90045045045045058 6.0750000000000011 5.3550000000000013 decision_type=2 2 2 2 2 2 2 2 8 2 10 8 8 2 10 10 8 2 10 2 2 10 2 2 10 2 2 2 10 10 left_child=2 3 9 7 18 16 11 8 26 -1 23 -4 13 24 -15 22 -5 -12 -3 -20 21 -16 -8 -9 -7 29 -2 -25 -11 -26 right_child=1 4 6 5 -6 12 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4428.9 3728.05 582.297 1527.35 1353.05 825.506 1460.17 2944.87 2141.78 1008.65 747.223 226.734 95.9445 1118.14 1586.27 527.548 451 1085.97 164.748 966.179 430.126 internal_count=734512 191377 543135 81804 109573 28932 86431 52872 18886 456704 33986 26658 13083 9990 6054 59773 15849 21800 16304 9228 1730 880 44873 12186 3936 2781 16085 1004 74077 2633 is_linear=0 shrinkage=0.01 Tree=395 num_leaves=31 num_cat=0 split_feature=10 10 6 10 10 10 3 6 3 6 6 3 3 3 4 3 10 3 3 3 10 10 6 10 6 10 3 4 18 3 split_gain=945.704 119.784 168.003 76.3877 61.6233 60.345 60.1718 43.6287 51.8635 37.8071 33.5643 31.5936 30.6225 30.3136 29.5499 23.7815 33.5572 21.1472 24.039 21.3303 20.5892 20.2752 20.1915 41.9978 25.1978 18.9464 18.5852 18.3319 17.1902 27.1012 threshold=2.6550000000000007 4.3750000000000009 51.500000000000007 5.5050000000000008 9.1600000000000019 2.5250000000000004 0.98067587752053786 1.5000000000000002 1.0000000180025095e-35 30.500000000000004 1.0000000180025095e-35 0.99938118811881205 0.72509541984732839 0.99938118811881205 25.500000000000004 0.38119783996072654 5.955000000000001 0.50952467343976793 0.48492424242424242 0.64262062440870393 8.615000000000002 5.535000000000001 79.500000000000014 8.3400000000000016 141.50000000000003 2.2150000000000003 1.0000000180025095e-35 29.500000000000004 1.0000000180025095e-35 0.39484741264927026 decision_type=10 10 2 10 10 8 2 2 2 2 2 2 2 2 10 2 10 2 2 2 8 10 2 8 2 10 2 10 2 2 left_child=5 -2 3 7 21 25 15 10 14 -7 28 -8 27 -10 -9 16 -4 18 26 -19 22 -5 23 -18 -24 -1 -12 -11 -3 -30 right_child=1 2 6 4 -6 9 11 8 13 12 17 -13 -14 -15 -16 -17 20 19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0032056096091554707 0.00011797104588035896 -0.0017507266230236663 -0.0045334468881618531 0.0049880104577104409 -0.0047953907399350985 0.0052939713181763852 0.0049796801776096303 -0.0071123795753887664 -0.0038538178426668758 0.0076618418079866255 0.0025122296024689193 -0.0052185086088153291 -0.0033604570032089243 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81395 14298 3738 25509 61907 2193 1629 105276 1213 2604 1877 2133 3511 5401 149373 2804 2183 4199 4315 19 93803 927 14 1531 10107 4294 2046 1004 910 internal_value=0 -0.00117507 -0.00177136 -0.00113025 0.000137165 0.0040469 -0.00423599 -0.00184455 -0.00289541 0.00491961 -0.0010752 0.00196752 0.00138299 -0.00346139 0.00112214 -0.00467792 -0.00207164 0.000973309 0.00219292 -0.00175109 0.0024871 0.000547947 0.00192412 -0.00617589 0.00433996 0.00249816 0.000280068 0.00374482 -0.00160111 0.00303363 internal_weight=0 15535.7 10632.5 8437.71 3041.32 4464.71 2194.83 5396.39 2280.89 2855.59 3115.49 145.96 273.337 1999.25 281.644 2048.87 299.011 636.444 439.635 196.808 104.85 2807.51 103.185 23.7049 79.4796 1609.12 263.384 182.478 2479.05 77.5234 internal_count=734512 631368 512807 339771 123050 103144 173036 216721 115817 67299 100904 4070 5392 108787 7030 168966 19593 17595 11097 6498 5295 97541 5276 2818 2458 35845 6898 3259 83309 1914 is_linear=0 shrinkage=0.01 Tree=396 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 47 11 28 10 11 10 47 10 47 10 10 10 10 47 3 10 3 3 3 4 11 10 3 28 split_gain=5201.16 1973.52 315.889 181.76 95.7416 55.73 54.7302 50.6241 50.3028 46.8019 34.0228 33.5289 31.6115 26.1168 30.1732 31.6751 23.6691 22.2616 21.3143 26.5102 20.9971 22.9896 20.6449 20.2024 18.5333 43.5513 17.8477 17.7288 17.6972 17.688 threshold=0.0009053001122083001 0.9982588291168214 2.269744709337829e-05 0.254873737692833 0.99997669458389293 5.5250000000000012 1.0000000180025095e-35 0.92614999413490307 1.0000000180025095e-35 5.6750000000000007 8.9378974621467943e-07 4.0250000000000012 1.0000000180025095e-35 9.0500000000000025 1.0000000180025095e-35 6.0750000000000011 3.4550000000000005 2.9250000000000003 2.1050000000000004 1.0000000180025095e-35 0.38913470993117016 8.2000000000000011 0.86984754376058737 0.50117370892018787 0.31287650602409645 27.500000000000004 0.0061350197065621007 2.6550000000000007 0.90045045045045058 1.0000000180025095e-35 decision_type=2 2 2 2 2 8 2 2 2 8 2 10 2 8 2 10 8 10 10 2 2 10 2 2 2 10 2 10 2 2 left_child=2 3 10 6 18 12 8 16 9 17 -1 22 -4 14 27 -16 -5 -2 -3 -20 21 -17 26 -11 25 -13 -8 -9 -24 -29 right_child=1 4 5 7 -6 -7 11 13 -10 23 -12 24 -14 -15 15 20 -18 -19 19 -21 -22 -23 28 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.0098272808459748291 -0.0011406707169115196 0.0091352415321587898 -0.0073852052464856953 0.00015922298646932101 0.010229697962070867 -0.0014726948255109845 -0.0027029454740249209 0.0060937534026136485 0.0022306500972089287 0.0041297784567416833 -0.0079959911815966674 -0.0063316905307146121 -0.0042331741484872747 0.0076262643640046483 0.0058987949884680944 -8.5987446439205593e-05 0.0022327519862013266 -0.0046147351556917416 0.0033398172647134765 0.0072487290514036823 0.0041187398230138226 -0.014280430475406867 0.010259126339949045 -0.0022413573024733856 0.0016988776693834776 0.00089187519435651882 -0.00034998252492188166 9.3915561314660305e-05 0.0012252473878168883 0.0059163810072023907 leaf_weight=2612.711203482002 248.30061763897538 258.19761815480888 477.43321320740506 733.1692071929574 3000.6523519251496 523.9291226817295 472.48361929692328 75.974840082228184 239.58608598820865 121.91230731830001 1658.5003458620049 101.50182005763054 953.83203129097819 172.50620881095529 596.6499547585845 82.836581889539957 2209.6083857901394 717.29262447170913 275.60926946438849 468.31136870570481 130.50893446803093 13.233014792203901 25.514849986881018 84.106384295038879 1645.5903148176149 469.65615737251937 1014.6512692384422 390.51221848279238 144.46061143651605 60.22139023989439 leaf_count=303487 1404 7076 23983 3722 93269 17242 6342 1155 2631 932 145360 962 47915 3093 4324 744 12127 14604 3708 5520 850 136 187 844 19345 3762 6105 2433 902 348 internal_value=0 0.00342373 -0.00759226 0.000996604 0.00933594 -0.00426314 -0.000258379 0.00248201 -0.00194441 -0.00279818 -0.0091162 0.000355822 -0.00528461 0.00396236 0.00349416 0.00469001 0.00171615 -0.00372139 0.00665974 0.00580055 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0.9982588291168214 2.269744709337829e-05 0.254873737692833 0.99997669458389293 5.5250000000000012 1.0000000180025095e-35 0.92614999413490307 1.0000000180025095e-35 5.6750000000000007 8.9378974621467943e-07 4.0250000000000012 1.0000000180025095e-35 1.0000000180025095e-35 2.9250000000000003 9.0500000000000025 1.0000000180025095e-35 6.0750000000000011 3.4550000000000005 2.1050000000000004 1.0000000180025095e-35 0.38913470993117016 8.2000000000000011 0.86984754376058737 0.50117370892018787 0.31287650602409645 27.500000000000004 0.0061350197065621007 2.6550000000000007 1.0000000180025095e-35 decision_type=2 2 2 2 2 8 2 2 2 8 2 10 2 2 10 8 2 10 8 10 2 2 10 2 2 2 10 2 10 2 left_child=2 3 10 6 19 13 8 18 9 12 -1 23 14 -4 -2 16 28 -18 -5 -3 -21 22 -19 27 -11 26 -13 -8 -9 -30 right_child=1 4 5 7 -6 -7 11 15 -10 24 -12 25 -14 -15 -16 -17 17 21 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0098235470519627589 -0.0011585850373940405 0.0091195957696060658 -0.0073627298853485429 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196525 537987 86952 109573 89140 58020 28932 20415 17784 448847 37605 16008 71898 15816 13083 9990 6054 15849 16304 9228 1730 880 13536 1776 24069 4724 12447 3936 2781 is_linear=0 shrinkage=0.01 Tree=398 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 11 10 1 10 10 11 6 6 10 11 6 11 11 10 1 1 3 2 11 10 1 10 1 10 split_gain=5056.95 1943.77 316.388 176.528 177.314 152.96 97.0529 60.079 55.1978 49.0467 38.352 34.5053 32.26 32.2259 31.4004 28.9544 27.6387 26.2423 24.5418 23.625 51.1393 92.2193 22.368 28.1566 23.1814 21.5207 22.7345 21.4299 29.5121 28.2841 threshold=0.0009053001122083001 0.9982588291168214 2.269744709337829e-05 -8.4999999999999982 2.3750000000000004 0.76014459133148204 0.99997669458389293 3.6650000000000005 -351.49999999999994 3.9350000000000005 7.995000000000001 8.9378974621467943e-07 158.50000000000003 450.50000000000006 5.3250000000000011 0.92614999413490307 39.500000000000007 0.063380397856235463 0.254873737692833 6.1150000000000011 -57.499999999999993 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19.4943 19.1844 18.1411 15.0702 15.0629 14.7368 14.4368 14.1345 32.9916 13.513 12.9537 11.5722 11.5336 11.3427 11.3092 10.982 10.9275 14.8042 16.4698 threshold=0.0006686623964924001 0.9982588291168214 9.9121775747335067e-06 0.254873737692833 0.99997669458389293 1.0000000180025095e-35 1.0000000180025095e-35 0.92614999413490307 1.0000000180025095e-35 0.00014531796477960005 0.007890905253589103 8.9378974621467943e-07 1.0000000180025095e-35 1.0000000180025095e-35 0.88478556841388711 2.5000000000000004 0.010294413659721552 3.5000000000000004 3.5000000000000004 0.85215543412264727 0.24536878216123498 2.5000000000000004 1.0000000180025095e-35 0.54583651642475173 1.0000000180025095e-35 0.57197382769901861 0.24536878216123498 1.0000000180025095e-35 0.47385509227614492 0.52217305801376612 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 10 10 2 2 8 2 2 2 2 2 2 2 2 left_child=2 3 11 5 21 6 16 13 -4 -10 -7 -1 14 24 -9 25 -2 27 -14 20 -20 22 -3 -22 -5 -15 -17 -12 -29 -30 right_child=1 4 8 7 -6 10 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643.65877613052726 1796.5404098518193 1231.8409277815372 820.31048022210598 1398.8070978149772 40.338222209364176 87.786200478672981 842.47347027435899 153.57601343467832 34.542083643376827 9.6436387002468091 15.22750113904476 115.93607551045716 500.24315152689815 18.628629721701145 137.01033622771502 356.93874453753233 137.17421857267618 421.5807395838201 170.32720115035772 94.750351242721081 leaf_count=303487 9736 8038 36178 5630 93269 23721 2906 5400 54895 22055 12480 116231 6582 6810 512 417 9349 1377 251 99 96 1659 6607 143 629 1709 654 2200 859 533 internal_value=0 0.00328281 -0.0076894 0.000914982 0.0092896 -0.000312727 -0.00192898 0.00241906 -0.00483578 -0.00386338 0.000272137 -0.00931511 0.00388365 0.00166652 0.00251864 0.00221319 -0.00277683 0.000803177 0.004814 0.000747305 0.00318869 0.00656856 0.00698699 -0.00130093 0.000537795 0.00252534 -0.000223058 0.000987193 -8.58147e-05 0.00176591 internal_weight=0 13807 5918.12 9903.22 3903.77 5452.56 1448.81 4450.66 2147.89 1478.8 4003.75 3770.23 1510.65 2940.01 612.299 1980.71 1200.49 2636.77 898.352 78.0419 68.3982 985.944 870.008 33.8561 959.307 1755.75 224.96 2483.2 686.658 265.078 internal_count=734512 201666 532846 92093 109573 63161 21991 28932 113128 76950 41170 419718 13083 15849 5912 9590 19085 17449 7171 589 490 16304 14645 239 6259 8519 1071 16072 3592 1392 is_linear=0 shrinkage=0.01 Tree=400 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 11 1 1 11 11 11 6 11 11 5 6 1 1 11 6 5 1 4 6 5 6 47 5 4 5 split_gain=4918.02 1948.4 275.04 179.441 122.775 98.3615 87.2843 61.3569 47.578 30.8629 27.6831 25.4548 19.6421 17.7109 17.3279 25.1649 25.2568 15.7209 15.4279 15.3212 18.2934 15.5342 14.6313 14.3047 13.3386 14.3882 18.9237 18.8462 14.0429 12.6864 threshold=0.0006686623964924001 0.9982588291168214 9.9121775747335067e-06 0.254873737692833 -9.4999999999999982 0.99997669458389293 -3.4999999999999996 -351.49999999999994 0.85901859402656566 0.00014531796477960005 0.017575767822563603 450.50000000000006 8.9378974621467943e-07 0.96394401788711548 2.5000000000000004 28.500000000000004 -34.499999999999993 -124.49999999999999 0.99188911914825451 181.50000000000003 2.5000000000000004 -128.49999999999997 1.5000000000000002 441.50000000000006 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 19.500000000000004 1.5000000000000002 decision_type=2 2 2 2 8 2 8 10 2 2 2 2 2 2 10 2 10 10 2 2 8 10 10 2 10 2 2 10 10 10 left_child=2 3 12 4 10 17 8 22 23 -9 29 14 -1 -8 18 -16 -17 19 -10 21 -21 -3 -4 24 25 26 -5 -27 -28 -2 right_child=1 5 7 6 -6 -7 13 9 11 -11 -12 -13 -14 -15 15 16 -18 -19 -20 20 -22 -23 -24 -25 -26 27 28 -29 -30 -31 leaf_value=-0.0098122522330948772 3.8756471279812789e-05 0.0058224789499437173 0.043282826182554794 0.0055079557555195204 -0.0035037738594027364 0.010202209333786866 -0.00086378762526733831 -0.005048577357301241 0.0046052056921611203 -0.0022560696847710956 0.0011394598711565655 -0.0068057402127633254 -0.0082667087329823946 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21593 9569 31 419 16448 93269 5791 60806 5991 24238 14246 82 116231 4031 1035 208 30 6483 2735 197 20 35 28053 104 191 3990 275 1293 2757 10874 internal_value=0 0.00325914 -0.0076698 0.00090639 -0.000309704 0.00927377 0.00239727 -0.00480947 0.00321074 -0.00384324 0.000395467 0.00463365 -0.00930675 -1.59641e-05 0.00479526 0.00198677 -0.00487783 0.0065373 0.00524969 0.00534662 -0.00318581 0.00569163 -0.00777944 0.00220522 0.00229247 0.00241642 0.00132276 0.00311379 0.000707205 -0.000437853 internal_weight=0 13768.7 5874.16 9897.18 5450.92 3871.5 4446.26 2138.11 3325.33 1613.26 4465.13 1376.89 3736.05 1120.93 1357.71 189.089 41.6422 980.78 1168.62 520.453 20.2271 500.226 524.847 1948.44 1928.44 1886.53 734.55 1151.98 640.365 2106.13 internal_count=734512 201666 532846 92093 63161 109573 28932 113128 19110 85044 46713 10081 419718 9822 9999 1273 238 16304 8726 9821 217 9604 28084 9029 8925 8734 3451 5283 3032 32467 is_linear=0 shrinkage=0.01 Tree=401 num_leaves=31 num_cat=0 split_feature=10 1 10 1 1 10 5 10 5 10 10 10 4 10 1 1 1 1 1 5 5 1 1 10 1 10 10 1 10 1 split_gain=863.62 289.78 108.588 233.503 85.7989 71.7992 71.1566 77.2499 69.2638 71.7996 66.1221 60.4355 57.9594 50.3525 45.4426 57.714 47.7071 41.7801 142.724 35.3896 33.8425 33.7787 33.9209 33.6788 32.8244 32.6263 30.9105 30.0492 46.0784 28.4501 threshold=2.6550000000000007 -1.0000000180025095e-35 4.3750000000000009 -8.4999999999999982 -64.499999999999986 4.995000000000001 2.5000000000000004 6.4750000000000005 2.5000000000000004 5.4750000000000005 2.6550000000000007 2.5250000000000004 27.500000000000004 4.9850000000000012 -287.49999999999994 -120.49999999999999 -289.49999999999994 -60.499999999999993 -56.499999999999993 2.5000000000000004 1.5000000000000002 -71.499999999999986 -118.49999999999999 2.5650000000000004 -64.499999999999986 7.995000000000001 5.2150000000000007 -60.499999999999993 3.5950000000000002 -65.499999999999986 decision_type=10 8 10 8 8 10 10 10 10 10 8 8 8 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 left_child=1 11 4 8 -2 13 -7 -8 9 12 -3 -1 26 -5 16 25 -11 21 -19 27 -14 22 -17 -13 29 -16 -4 28 -6 -25 right_child=2 10 3 5 19 6 7 -9 -10 14 -12 23 20 -15 15 17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0010116981852115342 -0.0017186499171635244 0.0049071405424375601 -0.0049470810878562638 -0.0032698454957920649 0.0030730033144201088 -0.0077378525248201577 -0.0055879049760517068 0.0065840318983265743 -0.0029455174949176224 0.0031457057527890077 0.0085176264864717556 0.0083401349724083404 -0.00020856404977052763 0.0059751871723595952 -0.00080385672772332673 0.029398648616777795 0.018610150614709806 -0.012914066197658225 0.0013455434728830201 -0.0040975956338207579 -0.0024905926097131361 0.0051056411515102255 0.0010507260695616766 0.0022499283128889144 0.004037853322403904 -0.0055136424577041125 -0.0011053426219588889 5.8484826346417548e-06 -0.00036022317132792191 -0.0014250052717954917 leaf_weight=675.66902721486986 1674.497504089959 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0.00122517 0.00254204 0.00218791 -0.00206112 -0.00360095 0.00130156 0.00207091 0.00104009 internal_weight=0 4345.49 15215.3 10399.8 4815.41 1868.31 1144.68 235.911 8531.54 7017.54 2029.58 2315.92 4390.54 723.635 2626.99 2280.32 346.678 1528.69 506.145 3140.91 3470.43 1022.54 690.206 1640.25 1545.83 751.632 920.115 3014.41 1891.38 953.944 internal_count=734512 103144 631368 512807 118561 102683 76822 13954 410124 309801 64904 38240 202443 25861 107358 96751 10607 53095 17989 70252 149888 35106 26119 26851 25865 43656 52555 66446 39401 15657 is_linear=0 shrinkage=0.01 Tree=402 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 11 1 10 10 10 11 10 1 10 10 1 1 1 10 10 10 11 10 1 10 10 10 1 4 10 split_gain=4836.73 1926.36 275.579 175.88 121.376 98.9796 86.4612 102.712 71.0083 62.4711 46.9991 43.9305 39.3631 32.5844 30.4689 66.8396 62.1056 28.1161 26.3897 25.2646 42.7687 22.4577 21.7002 29.275 27.7322 28.3207 21.2741 20.8301 20.2078 22.5278 threshold=0.0006686623964924001 0.9982588291168214 9.9121775747335067e-06 0.254873737692833 -9.4999999999999982 0.99997669458389293 -3.4999999999999996 2.3750000000000004 3.6950000000000007 5.5250000000000012 0.85901859402656566 3.7550000000000003 -351.49999999999994 2.5250000000000004 6.0250000000000012 -59.499999999999993 -53.499999999999993 -78.499999999999986 1.8250000000000004 4.9450000000000012 5.5050000000000008 0.00010596349238765002 2.1050000000000004 -380.49999999999994 4.0250000000000012 5.4450000000000012 4.995000000000001 -10.499999999999998 19.500000000000004 9.0500000000000025 decision_type=2 2 2 2 8 2 8 10 10 8 2 10 10 10 10 10 10 10 10 10 10 2 10 10 10 10 10 8 8 10 left_child=2 3 -1 4 11 22 10 -8 18 12 13 27 -4 17 -12 -16 -17 -5 -6 -9 -21 -14 -3 24 -24 26 -26 -2 29 -13 right_child=1 5 9 6 8 -7 7 19 -10 -11 14 28 21 -15 15 16 -18 -19 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.009296729098250139 -0.00091563152494509551 0.0090583532877221568 -0.0083301774127997798 -0.0069316047562484745 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58.170945338904858 551.8896221825853 118.4538461510092 521.66470413655043 38.46156907454133 34.782144920900464 13.14190151542425 4.2671368159353724 2349.0558832706884 80.729737369343638 leaf_count=419718 14517 7076 24316 365 886 93269 4285 4043 12544 22688 7678 4018 42359 7964 1968 105 330 700 3018 1144 350 23765 2406 6130 287 329 76 32 27401 745 internal_value=0 0.00323314 -0.00764626 0.00090034 -0.000303918 0.00925524 0.00237801 -2.76695e-05 -0.00348605 -0.00477794 0.00318784 0.000396512 -0.00580055 0.00218889 0.00460483 0.00200251 -0.00658824 -0.00174954 -0.00108031 -0.00183085 -0.0049389 -0.0048082 0.00650327 0.00563161 0.00242816 -0.00188047 -0.00658125 -0.000860528 0.00117952 -0.000894898 internal_weight=0 13712.4 5821.17 9883.69 5445.66 3828.68 4438.04 1117.72 982.419 2126.16 3320.32 4463.24 1568.08 1947.42 1372.9 338.868 71.4669 189.616 545.568 825.6 198.62 1126.26 974.347 726.504 204.839 86.3856 51.6035 1713.07 2750.16 401.108 internal_count=734512 201666 532846 92093 63161 109573 28932 9822 16448 113128 19110 46713 90440 9029 10081 2403 435 1065 3904 5537 1494 66124 16304 9228 3098 692 363 14549 32164 4763 is_linear=0 shrinkage=0.01 Tree=403 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 11 1 1 11 11 11 11 11 1 3 4 3 11 1 4 1 4 1 1 38 4 3 3 3 1 split_gain=4769.79 1911.14 276.018 172.66 119.328 99.5672 84.8387 60.7824 46.4921 30.4216 27.0729 20.0228 17.3286 15.6707 15.6602 26.3316 15.386 15.0812 14.8311 14.0812 13.1406 12.9112 24.7809 13.5995 12.5993 10.9711 10.5625 18.4617 15.9692 15.6612 threshold=0.0006686623964924001 0.9982588291168214 9.9121775747335067e-06 0.254873737692833 -9.4999999999999982 0.99997669458389293 -3.4999999999999996 -351.49999999999994 0.85901859402656566 0.00014531796477960005 0.017575767822563603 8.9378974621467943e-07 0.96394401788711548 -124.49999999999999 0.31287650602409645 21.500000000000004 0.50117370892018787 0.017575767822563603 -128.49999999999997 1.5000000000000002 -12.499999999999998 19.500000000000004 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18.1914 18.0387 17.937 17.7159 17.6404 17.3693 29.0675 26.2434 16.7772 16.7682 49.2791 17.2047 16.6086 16.0938 16.0256 21.5915 threshold=0.0006686623964924001 0.9982588291168214 9.9121775747335067e-06 0.254873737692833 0.99997669458389293 1.0000000180025095e-35 1.0000000180025095e-35 0.92614999413490307 1.0000000180025095e-35 0.00014531796477960005 1.0000000180025095e-35 0.45848997493734339 0.50117370892018787 8.9378974621467943e-07 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 31.500000000000004 97.500000000000014 0.49882629107981225 0.66536458333333337 0.3322510822510823 1.0000000180025095e-35 33.500000000000007 15.500000000000002 0.0017540019471198002 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 0.29429808733309276 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 13 5 -3 6 10 22 -4 -10 12 -7 16 -1 -9 -13 27 -8 -14 20 -17 -22 26 24 -23 -26 -5 -2 29 -18 right_child=1 4 8 7 -6 11 17 14 9 -11 -12 15 18 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21.803379674442112 755.81455758959055 405.80219976883382 1189.4406147445552 887.42849840223789 401.98963300976902 22.148450624197721 53.367439780384302 88.143828807398677 346.4863202618435 857.25162852276117 41.549604261294007 1975.9868344031274 25.873218523338437 2.590460633859041 17.869060434401035 94.254466190934181 168.47799965459853 40.804775474593043 18.980495646595955 leaf_count=303487 5141 16304 36178 5839 93269 14127 1984 5912 54895 22055 235 6964 7418 116231 7171 5878 195 922 2009 3377 9839 446 9590 377 40 122 420 3374 554 159 internal_value=0 0.00318695 -0.00760664 0.000883675 0.00922391 -0.000298103 -0.00185967 0.00233626 -0.00472557 -0.00375944 -0.00269546 0.000263053 -0.00289024 -0.00927969 0.0037774 0.000855111 -0.00173287 0.00214051 -0.00447014 0.0014284 0.000914798 0.00187279 0.00160134 0.00707714 0.0098987 0.0226027 0.000513996 -0.00233947 0.00265255 0.00705766 internal_weight=0 13635.2 5735.53 9869.68 3765.57 5442.13 1438.67 4427.54 2107.07 1456 1190.03 4003.46 1168.22 3628.46 1495.31 2449.42 674.276 248.642 493.946 1693.61 1347.12 945.134 2932.23 87.8823 62.0091 20.4595 956.245 592.343 81.9337 41.1289 internal_count=734512 201666 532846 92093 109573 63161 21991 28932 113128 76950 19085 41170 18850 419718 13083 27043 9423 2906 9427 20079 16702 10824 15849 985 608 162 6259 8515 908 354 is_linear=0 shrinkage=0.01 Tree=405 num_leaves=31 num_cat=0 split_feature=10 47 10 47 10 10 10 10 10 5 4 5 5 47 10 18 2 10 28 10 2 2 10 10 2 2 18 2 4 10 split_gain=813.611 230.283 100.987 94.6328 103.823 95.8547 65.872 59.2685 58.8356 52.8442 52.3767 44.1691 41.2341 38.9939 42.71 37.3529 47.9875 44.1311 48.1552 41.4731 35.0307 34.0219 33.8904 31.7097 31.7325 30.278 28.6727 27.1765 26.2097 25.7365 threshold=2.6550000000000007 1.0000000180025095e-35 4.3750000000000009 1.0000000180025095e-35 7.995000000000001 9.8950000000000014 5.4850000000000012 2.5250000000000004 2.6550000000000007 2.5000000000000004 21.500000000000004 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 3.2350000000000008 1.0000000180025095e-35 0.53873431533006011 4.995000000000001 1.0000000180025095e-35 4.9850000000000012 0.54182569974554717 0.26344707923655292 5.2150000000000007 2.5650000000000004 0.73701079622132271 0.25092592592592594 1.0000000180025095e-35 0.8257418909592823 20.500000000000004 5.2550000000000008 decision_type=10 2 10 2 10 10 10 8 8 10 8 10 10 2 10 2 2 10 2 10 2 2 10 8 2 2 2 2 10 10 left_child=1 8 12 4 15 6 10 -3 -1 -8 22 -12 13 14 -2 17 -17 19 29 -4 -18 -14 -5 -9 -25 -21 -10 -13 -15 -19 right_child=2 7 3 5 -6 -7 9 23 26 -11 11 27 21 28 -16 16 20 18 -20 25 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0045203252710698172 0.0028566220773708442 -0.0010983914964651962 -0.0029094012254862844 -0.0060518566547423701 0.0073510929377785441 -0.0069188079872062038 0.0011098121533107098 0.0084066221279815462 0.0080512574277881149 -0.0020796341134183046 -0.00031442553192893087 -0.0029031894466317837 0.0016602822766927942 -0.0043765393311525989 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num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 47 28 11 47 11 38 4 3 4 11 3 11 47 18 47 4 3 18 2 28 11 47 3 38 3 split_gain=4626.22 1875.19 276.859 166.126 100.907 47.1093 47.3531 46.1556 43.6666 28.5726 23.9342 21.873 22.3474 40.8714 21.1462 20.8954 20.3496 17.9971 17.5586 16.5918 17.6832 20.4298 16.2332 14.9934 14.8653 14.671 12.9115 14.0941 12.5654 12.4375 threshold=0.0006686623964924001 0.9982588291168214 9.9121775747335067e-06 0.254873737692833 0.99997669458389293 1.0000000180025095e-35 1.0000000180025095e-35 0.92614999413490307 1.0000000180025095e-35 0.00014531796477960005 1.0000000180025095e-35 42.000000000000007 0.31287650602409645 25.500000000000004 0.007890905253589103 0.50117370892018787 8.9378974621467943e-07 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 0.40758719884933481 1.0000000180025095e-35 0.88478556841388711 1.0000000180025095e-35 0.017575767822563603 1.0000000180025095e-35 0.55298573975044574 1.0000000180025095e-35 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1.0000000180025095e-35 0.040202020202020204 0.48581488933601619 53.500000000000007 0.48850422832980972 1.0000000180025095e-35 303.50000000000006 0.66510903426791279 1.0000000180025095e-35 0.92342186961021067 0.94754041967664271 0.49441323345817728 0.98728813559322048 1.0000000180025095e-35 1.0000000180025095e-35 0.69268849961919277 0.39938650306748474 0.39593646864686471 416.50000000000006 68.500000000000014 0.85323593936976472 0.77296157450796643 0.7576941287878789 0.50117370892018787 0.48492424242424242 1.0000000180025095e-35 0.48850422832980972 0.46186166774402071 0.59585213840533002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 7 6 10 8 16 -2 -5 19 12 -12 13 -4 21 -14 17 18 -1 20 -6 22 23 24 25 28 -27 -28 -3 -26 right_child=2 14 4 5 9 -7 -8 -9 -10 -11 11 -13 15 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 29 26 27 -29 -30 -31 leaf_value=0.00218550418382549 0.0011501220532113159 7.6352987706826474e-05 -0.0021876623220947705 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276.20732732350007 2423.5639984458685 759.02529625035822 201.00686742318794 58.892050208989531 272.35100998356938 297.16894402215257 1.6804362647235382 465.94053204264492 50.488372816238552 830.36961679672822 leaf_count=34344 38288 62507 77520 8604 24260 21838 560 1885 24343 3704 13158 4767 123634 11176 146 4770 17106 7799 148 19818 154816 16621 8788 1950 9866 6740 26 7847 3015 24468 internal_value=0 0.00116181 -0.00114437 0.00246863 -0.00146198 0.00359283 0.00148583 0.000921771 0.00251442 -0.00231177 -0.000955677 -0.00353472 -0.000835956 -0.00157296 0.00031134 -0.000303834 0.00131933 0.00186114 0.00234557 -0.00245154 -0.00224857 0.000291032 0.000109502 0.000288297 0.000231421 0.000537702 0.00259062 0.00383688 -1.72443e-05 -0.000766807 internal_weight=0 9449.43 9740.89 3725.26 8443.01 1737.64 1987.62 1297.88 1094.2 3152.27 5290.74 234.705 5056.03 2119.9 5724.17 2936.14 1946.1 1339.92 1122.3 3042.35 2766.15 5715.63 4956.6 4755.6 4696.71 3593.99 764.79 467.621 2829.2 1102.72 internal_count=734512 256716 477796 114742 437623 54785 59957 40173 32947 202598 235025 17925 217100 88696 141974 128404 59397 42291 34492 198894 179076 141828 125207 116419 114469 80135 14613 7873 65522 34334 is_linear=0 shrinkage=0.01 Tree=408 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 11 1 1 11 11 11 2 11 1 3 11 3 4 2 1 2 2 2 1 2 1 1 1 1 4 split_gain=4556.36 1858.63 277.32 162.762 122.781 101.577 76.317 60.3159 37.0862 31.7384 29.6123 22.3336 20.5073 15.7977 15.0525 15.2952 14.992 31.698 17.9863 15.9716 14.6273 14.7113 14.9639 14.6076 13.7419 35.8027 44.3919 16.7188 40.358 13.6581 threshold=0.0006686623964924001 0.9982588291168214 9.9121775747335067e-06 0.36455024778842932 -9.4999999999999982 0.99997669458389293 -3.4999999999999996 -351.49999999999994 0.85901859402656566 0.017575767822563603 0.00014531796477960005 0.87596153846153857 8.9378974621467943e-07 -124.49999999999999 0.25018968133535663 0.017575767822563603 0.31287650602409645 27.500000000000004 0.68438714235252573 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43.3174 28.0502 21.1902 21.7016 39.8635 20.6583 20.3197 17.6123 17.1872 16.4996 17.2079 21.03 16.3982 16.3741 17.2885 15.7667 15.3793 20.1033 14.8921 14.7801 14.7436 13.7356 threshold=0.0006686623964924001 0.9982588291168214 9.9121775747335067e-06 0.254873737692833 0.99997669458389293 1.0000000180025095e-35 1.0000000180025095e-35 0.92614999413490307 1.0000000180025095e-35 0.00014531796477960005 42.000000000000007 0.31287650602409645 25.500000000000004 8.9378974621467943e-07 0.007890905253589103 1.0000000180025095e-35 31.500000000000004 0.50117370892018787 0.017575767822563603 97.500000000000014 1.0000000180025095e-35 2.5000000000000004 0.58631332481907206 3.5000000000000004 1.0000000180025095e-35 0.29429808733309276 105.50000000000001 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 8 2 10 2 2 2 2 2 2 2 2 8 2 2 2 2 2 10 2 10 left_child=2 3 13 5 -3 6 17 21 -4 -10 11 12 -7 -1 27 -9 -8 20 -19 -20 23 22 28 -2 25 -22 -21 -13 -5 -17 right_child=1 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805.73202701611444 633.04838366061449 2.411386262625455 659.19452425185591 970.73644034564495 1158.7074115462601 1887.4091451950371 802.4684003405273 53.248166020959616 195.99039905704558 249.70698719285429 2.8069279119372359 22.157138090580702 291.56140322983265 1030.7306377664208 171.08819336444139 40.847846641205251 19.316370531916618 52.172969900071621 304.23565173149109 62.157311215996742 77.152282372117043 leaf_count=303487 5188 16304 36178 8563 93269 1577 1984 5912 54895 22055 12 11755 7533 116231 13270 6582 922 5725 3025 39 195 1601 5413 3431 554 159 769 7023 272 589 internal_value=0 0.00311367 -0.00754119 0.000860403 0.00917225 -0.000287769 -0.00181887 0.0022748 -0.00464059 -0.00367904 0.000260048 0.000242178 -0.00091852 -0.00925151 0.000709703 0.00369495 0.00208874 -0.00264219 -0.00402067 -0.0025338 -0.00163003 0.00155457 0.0018034 -0.00220465 0.00255504 0.00684459 0.00306514 -0.000471963 0.00115409 0.00459804 internal_weight=0 13505 5598.02 9843.88 3661.08 5433.28 1431.73 4410.6 2076.46 1438.78 4001.56 3999.15 1148.31 3521.56 2850.84 1484.15 249.162 1182.56 500.677 304.687 681.887 2926.45 2634.89 599.566 82.3214 41.4735 54.9799 963.43 1604.16 879.621 internal_count=734512 201666 532846 92093 109573 63161 21991 28932 113128 76950 41170 41158 9110 419718 32048 13083 2906 19085 9558 3833 9527 15849 14248 8619 908 354 808 18778 8835 7171 is_linear=0 shrinkage=0.01 Tree=410 num_leaves=31 num_cat=0 split_feature=5 0 2 4 2 3 47 2 28 2 47 0 4 47 4 47 18 2 5 4 4 2 47 2 27 5 5 5 2 3 split_gain=175.159 76.0045 104.027 77.051 52.7127 49.2695 39.0171 51.3214 32.1851 24.9976 22.4736 19.5449 19.4515 18.9435 18.9018 16.9393 16.8141 16.4162 15.7326 14.7207 14.567 14.9606 21.1246 13.6888 13.5123 13.3773 15.1217 15.4502 25.1916 14.9986 threshold=2.5000000000000004 1.0000000180025095e-35 0.035929432013769351 26.500000000000004 0.48581488933601619 1.0000000180025095e-35 1.0000000180025095e-35 0.98728813559322048 1.0000000180025095e-35 0.52655075187969935 1.0000000180025095e-35 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 0.58374587458745886 1.5000000000000002 42.000000000000007 20.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.050179856115107911 1.0000000180025095e-35 11.500000000000002 5.5000000000000009 3.5000000000000004 0.23132664437012262 0.85037313432835837 decision_type=10 2 2 8 2 2 2 2 2 2 2 2 8 2 8 2 2 2 10 8 8 2 2 2 2 10 10 10 2 2 left_child=1 2 20 10 15 -2 7 8 12 13 16 25 -4 -6 -8 -5 -3 -11 -10 -16 21 22 -1 -20 -14 26 27 29 -29 -7 right_child=5 3 6 4 9 11 14 -9 18 17 -12 -13 24 -15 19 -17 -18 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0051651046327355092 0.00068944172296396729 0.0017005356492403112 0.0029907757597926262 0.0020491908987872627 0.0059508463996114829 -0.0021681326232300194 -0.0029302252393891524 0.0056454827947502364 -0.0014766286044724905 -0.0034194660517408832 -0.0031187892904746268 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116789 107660 103265 59667 43598 is_linear=0 shrinkage=0.01 Tree=411 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 47 10 28 10 11 47 10 38 10 11 6 6 3 3 6 3 11 10 10 47 6 0 11 3 split_gain=4424.17 1827.36 278.023 156.854 102.892 62.6175 51.9705 51.7305 55.8397 44.9374 31.448 30.4765 26.9286 23.6038 25.2402 23.2554 23.1369 26.1034 41.3229 40.0523 36.1098 27.8363 30.1273 22.8075 22.5285 26.1922 21.4352 20.8405 20.8085 20.3034 threshold=0.0006686623964924001 0.9982588291168214 9.9121775747335067e-06 0.49114476144313818 0.99997669458389293 5.5250000000000012 1.0000000180025095e-35 5.6550000000000011 1.0000000180025095e-35 2.5250000000000004 0.96394401788711548 1.0000000180025095e-35 2.6150000000000007 1.0000000180025095e-35 3.1250000000000004 0.013544866815209352 9.5000000000000018 31.500000000000004 0.54514106583072108 0.67826876513317202 10.500000000000002 0.66536458333333337 0.007890905253589103 9.0500000000000025 2.1050000000000004 1.0000000180025095e-35 31.500000000000004 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1780.51 2157.01 internal_count=734512 103144 631368 200207 65206 15891 184316 37938 431161 133431 92990 297730 100265 26645 71514 53212 18302 25373 197465 149000 1579 16723 66094 11559 58906 40441 17345 40186 48465 179402 is_linear=0 shrinkage=0.01 Tree=413 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 11 11 11 4 11 11 4 1 1 1 1 11 4 1 1 1 4 4 0 1 0 0 4 split_gain=4350.78 1806.36 278.433 158.357 138.354 103.47 59.9062 56.0195 47.0559 29.1566 21.1758 20.9931 18.6105 16.1513 19.6992 16.181 15.9433 14.3986 13.506 13.2446 13.0198 13.69 16.5524 11.2262 11.0683 10.8585 10.4206 9.46327 8.73801 8.37947 threshold=0.0006686623964924001 0.9982588291168214 9.9121775747335067e-06 -8.4999999999999982 0.76014459133148204 0.99997669458389293 -351.49999999999994 0.12629276514053342 0.031991988420486402 0.00014531796477960005 42.000000000000007 8.9378974621467943e-07 0.96394401788711548 19.500000000000004 -192.49999999999997 -151.49999999999997 -124.49999999999999 -128.49999999999997 0.96394401788711548 1.5000000000000002 -19.499999999999996 -74.499999999999986 -75.499999999999986 19.500000000000004 19.500000000000004 1.0000000180025095e-35 -79.499999999999986 1.0000000180025095e-35 1.0000000180025095e-35 24.500000000000004 decision_type=2 2 2 8 2 2 10 2 2 2 8 2 2 8 10 10 10 10 2 10 10 10 10 8 10 2 10 2 2 8 left_child=2 3 11 4 8 16 19 -5 10 -8 24 -1 23 14 -10 -16 17 -3 -6 -4 21 22 26 -9 -2 -15 -17 -14 -25 -27 right_child=1 5 6 7 18 -7 9 12 13 -11 -12 -13 27 25 15 20 -18 -19 -20 -21 -22 -23 -24 28 -26 29 -28 -29 -30 -31 leaf_value=-0.0097790036184343485 -0.0020100938153723765 0.0051813893175364032 0.038983841185557318 -0.0037484457972066492 0.0032336155516028953 0.010145485318472128 -0.004823235559734588 0.003454601366972729 0.0032074090808353727 -0.0020672874643679453 0.03746769379775497 -0.0081196283691924442 0.00044321814166216014 0.0021500375040686974 -0.010684461096604649 -0.00071418984778380361 0.0076684638382834092 -0.017650910904132563 0.0050292254588280606 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104.133 59.6212 55.0959 46.1005 31.1271 30.5513 22.9885 22.3448 32.4203 27.4925 21.6082 21.1454 18.3577 17.0798 16.0167 15.8702 15.4562 18.773 15.3217 15.0058 14.4881 14.2167 15.2314 21.1217 13.8882 threshold=0.0006686623964924001 0.9982588291168214 9.9121775747335067e-06 -8.4999999999999982 0.76014459133148204 0.99997669458389293 -7.4999999999999991 0.12629276514053342 0.031991988420486402 450.50000000000006 0.00014531796477960005 0.88478556841388711 2.5000000000000004 0.72016949152542387 -64.499999999999986 0.99188911914825451 8.9378974621467943e-07 5.5000000000000009 1.0000000180025095e-35 0.54182569974554717 -124.49999999999999 181.50000000000003 0.73368794326241138 0.25018968133535663 2.5000000000000004 -128.49999999999997 0.49882629107981225 0.6288018433179724 -124.49999999999999 1.0000000180025095e-35 decision_type=2 2 2 8 2 2 8 2 2 2 2 2 10 2 8 2 2 10 2 2 10 2 2 2 10 10 2 2 10 2 left_child=2 3 16 4 8 20 10 17 19 12 -4 18 15 -14 -15 -6 -1 23 -9 26 21 25 24 -5 -23 -3 27 -2 -29 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859.45836499892175 2545.812158446759 23.831706926226616 693.21772117726505 91.781982585787773 203.57183070480824 17.229521259665489 8.6504261717200297 269.33693350851536 1128.9134386479855 9.9499782146885973 361.12275713123381 637.28707227949053 436.19914857670665 12.1220337189734 5.1392879467457524 558.55857542715967 2.3997508175671092 2.8168104402720919 278.90582304820418 257.32392312400043 716.09139303397387 947.89122724533081 leaf_count=303487 8984 9569 62701 2677 7564 93269 25527 7394 13332 103 24900 892 1271 129 71 2725 116231 203 3347 9147 6483 162 43 11797 12 35 3779 4502 9713 4463 internal_value=0 0.00304131 -0.0074745 0.000837892 0.0014897 0.00911994 -0.00455578 -0.00158897 0.000787149 0.00399345 -0.00364181 -0.000344961 0.0041552 0.0012566 -0.00928581 0.00461627 -0.00922255 -0.0037197 -0.000707892 -0.000235219 0.00624805 0.00502395 -0.00366485 -0.00389724 0.00214821 0.00538279 0.000222305 -0.000133958 0.000661227 0.00153328 internal_weight=0 13376.6 5464.04 9817.78 7739.2 3558.81 2046.69 2078.58 6043.43 1695.77 1590.58 1312.36 1671.94 229.452 25.8799 1442.49 3417.35 766.217 1220.58 2549.73 931.935 495.736 19.6611 756.267 14.5218 476.075 1912.44 1633.54 973.415 3493.7 internal_count=734512 201666 532846 92093 65783 109573 113128 26310 53920 11863 87601 11633 11760 1471 200 10289 419718 14677 10741 36125 16304 9821 217 14474 174 9604 26978 23199 14215 17795 is_linear=0 shrinkage=0.01 Tree=415 num_leaves=31 num_cat=0 split_feature=10 1 10 1 1 10 5 10 10 5 10 10 1 1 1 10 1 1 0 5 2 5 1 1 10 2 0 10 1 1 split_gain=718.269 267.805 85.5263 224.947 74.8289 64.1278 66.6015 69.4492 64.0748 63.8873 63.6809 54.7383 44.0705 49.1977 46.3181 43.1925 39.8897 142.139 34.3656 32.0987 30.9393 30.3079 30.201 31.3396 29.6634 26.5942 26.5803 39.6197 25.6197 28.7237 threshold=2.6550000000000007 -1.0000000180025095e-35 4.3750000000000009 -8.4999999999999982 -64.499999999999986 4.995000000000001 2.5000000000000004 6.4750000000000005 2.6550000000000007 2.5000000000000004 5.4750000000000005 2.5250000000000004 -287.49999999999994 -120.49999999999999 -289.49999999999994 4.9850000000000012 -60.499999999999993 -56.499999999999993 1.0000000180025095e-35 2.5000000000000004 0.52655075187969935 1.5000000000000002 -118.49999999999999 -71.499999999999986 7.995000000000001 0.79361054766734285 1.0000000180025095e-35 7.3800000000000008 -344.49999999999994 -361.49999999999994 decision_type=10 8 10 8 8 10 10 10 8 10 10 8 8 10 10 10 10 10 2 10 2 10 10 10 10 2 2 10 10 10 left_child=1 11 4 9 -2 15 -7 -8 -3 10 21 -1 14 24 -12 -5 22 20 -13 -6 -18 -4 -15 -24 -14 -26 28 -28 29 -11 right_child=2 8 3 5 19 6 7 -9 -10 26 12 18 13 16 -16 -17 17 -19 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_value=-0.0010827437159099992 -0.0016527497673512104 0.0046597844310841069 -0.00072298498719065493 -0.0032026961002382575 0.0012137681881851437 -0.0076215848987838033 -0.0053831278265269282 0.0065609252321229689 0.008348958380251334 -0.0045476006240540989 0.003195445807452184 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100323 6347 93976 4618 is_linear=0 shrinkage=0.01 Tree=416 num_leaves=31 num_cat=0 split_feature=6 1 1 3 5 1 3 3 1 6 6 1 5 6 5 3 1 5 3 1 1 1 1 3 3 6 1 1 5 5 split_gain=223.708 98.288 91.7369 55.736 47.5727 46.2463 45.0737 44.7056 41.3779 37.8646 32.2772 29.1858 28.7427 26.1324 22.4019 22.1265 21.3559 20.8265 18.6955 18.6184 28.7338 18.4475 32.058 18.411 18.3625 18.2564 19.1447 18.1163 17.6355 18.4332 threshold=1.5000000000000002 -253.49999999999997 -122.49999999999999 0.96190130624092907 3.5000000000000004 -8.4999999999999982 0.51623445076955521 0.48850422832980972 -34.499999999999993 175.50000000000003 40.500000000000007 -268.49999999999994 1.5000000000000002 53.500000000000007 5.5000000000000009 0.37323383084577116 -242.49999999999997 3.5000000000000004 0.45495129870129869 -69.499999999999986 -35.499999999999993 -63.499999999999993 -59.499999999999993 0.40078740157480325 0.31287650602409645 340.50000000000006 -19.499999999999996 -56.499999999999993 5.5000000000000009 2.5000000000000004 decision_type=2 10 8 2 10 10 2 2 10 2 2 10 10 2 10 2 10 10 2 10 10 8 8 2 2 2 10 8 8 10 left_child=1 6 9 4 5 13 7 11 10 12 14 15 16 -4 -6 28 -2 -3 23 -19 -21 -16 -23 24 -13 26 -10 -15 29 -1 right_child=2 17 3 -5 8 -7 -8 -9 25 -11 -12 18 -14 27 21 -17 -18 19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0026221037749216531 9.536541390705611e-05 0.00037022387907520953 9.6512860502793587e-05 0.0023160231580091474 -0.0047809690998743357 -0.0074963959113996384 0.00080253735501070646 0.0053968098207636548 -0.0037997176161348985 -0.00585865605327812 -0.0074904971897518744 0.0033976084733460437 -0.003550807288954648 -0.0024761462581242271 -0.0024868439220196649 -0.00078170806216625781 -0.0026395610703248916 -0.0046044745783151214 0.025053983863426589 0.0024721058685641469 -0.012063825938529374 0.01164868643759575 -0.001880191146561619 -0.0090691705565227182 0.013569152368936688 0.026348605450219675 0.027680000150405958 -0.00057450135037324164 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27.3454 threshold=2.6550000000000007 -1.0000000180025095e-35 53.500000000000007 3.6350000000000002 2.6550000000000007 -21.499999999999996 2.5250000000000004 0.025978407557354904 -37.499999999999993 4.495000000000001 -8.4999999999999982 27.500000000000004 5.2150000000000007 0.05298245614035086 3.5000000000000004 4.995000000000001 5.5050000000000008 4.9850000000000012 18.500000000000004 2.5650000000000004 17.500000000000004 4.6750000000000007 -64.499999999999986 0.72771403353927633 36.500000000000007 -65.499999999999986 -143.49999999999997 6.1250000000000009 0.21889880952380952 9.1600000000000019 decision_type=10 8 2 10 8 8 8 2 8 10 8 8 10 2 2 10 10 10 2 8 2 10 10 2 2 10 10 10 2 10 left_child=1 6 8 5 -3 -4 -1 -5 11 -10 -11 12 -2 -13 -15 17 -17 21 -18 -8 -19 -12 23 24 -21 28 27 -16 -26 -14 right_child=2 4 3 7 -6 -7 19 -9 9 10 15 13 29 14 26 16 18 20 -20 22 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0010702947139685194 -0.00392086110228285 0.0046132983729946933 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11.054694193881003 98.943163282703608 559.01311634294689 45.383721803780645 336.77279969584197 568.96703406609595 244.93120787665248 15.490374676883219 68.039807373657823 1078.4424638296477 103.95626568887383 34.720548899844289 68.390787355601788 leaf_count=11389 34171 27709 10843 5277 37195 5048 986 179039 40441 21476 5029 29479 57471 80436 35516 27839 11559 533 13814 9226 1046 11694 10208 3624 467 1757 47920 4114 583 8623 internal_value=0 0.00364218 -0.00103598 -0.0026167 0.00641034 0.0013133 0.00132924 -0.00362144 -0.00064937 -0.00160745 -0.00350222 -0.000213441 -0.001422 0.000215412 -0.000281652 -0.00446612 -0.00568705 -0.00243933 -0.00231825 0.00232601 0.0062172 -0.00351931 0.00196473 0.000844888 0.00204 -0.00335226 -0.00150818 -0.0031679 0.00517929 -0.000133927 internal_weight=0 4115.52 14617.7 2872.63 1873.41 584.88 2242.11 2287.75 11745.1 3672.88 1880.26 8072.22 2114.19 5958.04 4289.28 1353.48 844.658 508.819 353.403 1584.08 56.4384 452.381 1491.16 922.195 677.264 118.251 1729.57 651.131 50.2109 1395.08 internal_count=734512 103144 631368 200207 64904 15891 38240 184316 431161 133431 92990 297730 100265 197465 167986 71514 53212 18302 25373 26851 1579 16723 25865 15657 12033 2807 87550 39630 1050 66094 is_linear=0 shrinkage=0.01 Tree=418 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 10 10 10 1 10 10 11 1 6 4 2 6 10 10 1 1 1 11 10 2 6 1 11 11 11 split_gain=4201.4 1780.82 260.456 204.704 142.779 86.6511 72.5505 60.7275 57.9421 101.388 47.517 45.2667 35.6412 33.3125 31.5972 40.001 28.8171 29.2567 26.2649 88.4258 114.106 23.319 23.2788 23.0775 35.8353 33.1348 29.7872 22.9458 21.57 21.3659 threshold=0.00057753553846845017 0.99962311983108532 9.9121775747335067e-06 0.85901859402656566 -9.4999999999999982 7.035000000000001 3.6650000000000005 5.5250000000000012 -364.49999999999994 2.9850000000000008 3.9650000000000003 0.99998801946640026 -351.49999999999994 450.50000000000006 19.500000000000004 0.72771403353927633 17.500000000000004 5.7250000000000005 6.1150000000000011 -58.499999999999993 -53.499999999999993 -253.49999999999997 0.1800593510270119 6.1550000000000011 0.89619252873563238 191.50000000000003 -63.499999999999993 0.0061350197065621007 0.99188911914825451 8.9378974621467943e-07 decision_type=2 2 2 2 8 8 10 8 10 10 10 2 10 2 8 2 2 10 10 10 10 10 2 10 2 2 8 2 2 2 left_child=2 3 29 4 6 10 27 12 9 -5 -6 -3 -4 18 15 16 21 -18 28 23 -21 -8 -16 -20 25 -25 -26 -2 -10 -1 right_child=1 11 7 8 5 -7 14 -9 13 -11 -12 -13 -14 -15 22 -17 17 -19 19 20 -22 -23 -24 24 26 -27 -28 -29 -30 -31 leaf_value=-0.0097693670468252444 -0.0022749780854187922 0.0072182315360417824 -0.0082080744669190599 0.0057575318539834722 -0.0018280417776718428 0.0037231550751104826 0.0030895405986067258 -0.0016631846808448912 0.0046848792556100499 -0.001940003139090186 -0.005648197288234149 0.010199773142388026 -0.0046933242153872727 -0.007233826254415222 0.0013596942613714762 -0.0089179423390028795 -0.0027864970924063649 0.0056796492401214394 0.010588559323504622 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74.2123 57.1154 99.8116 56.3595 53.5895 52.6674 45.6385 34.0315 32.7365 25.8745 86.9174 111.789 44.6665 33.5578 25.4247 22.7455 76.5401 37.2204 35.1121 29.808 24.5746 21.4864 21.2569 26.6229 threshold=0.00050369312521065005 0.99962311983108532 9.2114014478283951e-06 0.85901859402656566 -390.49999999999994 6.5450000000000008 3.4950000000000006 -364.49999999999994 2.9850000000000008 5.5250000000000012 3.9650000000000003 1.5000000000000002 0.99998801946640026 -351.49999999999994 450.50000000000006 6.1150000000000011 -58.499999999999993 -53.499999999999993 2.5000000000000004 26.500000000000004 -63.499999999999993 -253.49999999999997 5.1450000000000005 1.0000000180025095e-35 6.0550000000000006 0.36455024778842932 3.5000000000000004 0.99188911914825451 -85.499999999999986 3.3950000000000005 decision_type=2 2 2 2 10 8 10 10 10 8 10 10 2 10 2 10 10 10 10 2 8 10 10 2 10 2 2 2 10 8 left_child=2 3 -1 4 5 10 28 8 -5 13 -2 21 -3 -4 15 27 18 -18 -17 -20 -21 22 -8 24 -23 -25 -24 -9 29 -6 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785.86135375127196 415.62811272218823 496.65232521342114 550.22024725936353 1327.7386283837259 2460.9390984205529 1003.8237840360962 23.145990863442421 207.7754896171391 30.901953026652336 61.785611402243376 70.542166564613581 18.390679597854614 5.1496455445885685 839.74378946982324 112.46874877251685 1312.9446164583787 60.686138711869717 419.65208583325148 128.04875206481665 364.59645354747772 1577.3969872239977 164.55480338446796 leaf_count=417004 5672 13332 23866 5840 3294 1560 2194 5495 2532 22341 14164 15624 90601 64432 105 2038 131 517 545 153 98 6461 733 14938 382 1884 1269 3997 12197 1113 internal_value=0 0.0029269 -0.0075844 0.000933598 0.000186114 -0.00256622 0.00082132 0.00358384 0.00122007 -0.0047237 -0.00351844 0.00156313 0.0095765 -0.00575218 0.00464674 0.00482359 0.00261377 -0.00585647 0.00521461 -0.000501916 -0.0108405 0.00228074 0.00436532 0.00192653 0.000277279 0.00278364 0.00820141 0.00558144 -0.000706351 -0.0023742 internal_weight=0 13430.9 5203.08 10333.4 8060.06 1511.36 6548.7 2273.29 705.141 1893.9 1315.34 4408.17 3097.55 1397.25 1568.15 1545 394.546 92.6876 301.858 94.0825 23.5403 3080.43 447.408 2633.03 900.43 1732.6 240.518 1150.46 2140.52 563.127 internal_count=734512 206869 527643 102936 81485 21396 60089 21451 8372 110639 19836 43485 103933 88298 13079 12974 3482 648 2834 796 251 27861 4196 23665 6843 16822 2002 9492 16604 4407 is_linear=0 shrinkage=0.01 Tree=420 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 10 10 1 10 10 10 11 6 1 11 11 10 10 11 10 1 1 11 10 11 6 10 10 1 1 split_gain=4086.69 1779.2 227.286 204.658 136.533 83.3899 65.2133 60.6155 101.701 52.8604 47.8398 46.0098 38.3872 31.138 25.4786 24.7059 23.4243 31.4208 23.2003 21.3451 48.3172 73.5315 20.504 19.0064 16.7546 16.4389 16.1237 34.5637 28.5636 26.2738 threshold=0.0004375023563625001 0.99962311983108532 9.2114014478283951e-06 0.76014459133148204 -390.49999999999994 7.2950000000000008 3.6650000000000005 -364.49999999999994 2.3750000000000004 5.5250000000000012 3.9650000000000003 0.99998801946640026 388.50000000000006 -351.49999999999994 0.0061350197065621007 0.063380397856235463 3.9350000000000005 5.5050000000000008 0.99188911914825451 6.1150000000000011 -57.499999999999993 -52.499999999999993 8.9378974621467943e-07 4.9450000000000012 0.12629276514053342 29.500000000000004 6.1150000000000011 6.3350000000000009 -57.499999999999993 -56.499999999999993 decision_type=2 2 2 2 10 8 10 10 10 8 10 2 2 10 2 2 10 10 2 10 10 10 2 10 2 2 8 8 10 8 left_child=2 3 22 4 5 10 14 8 -5 13 -2 -3 18 -4 -6 -8 -10 23 26 -20 25 -22 -1 -18 -12 -21 -9 28 -28 -30 right_child=1 11 9 7 6 -7 15 12 16 -11 24 -13 -14 -15 -16 -17 17 -19 19 20 21 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0097615393319418105 -0.0019596416867449047 0.0071616395898445031 -0.0082425197285496861 0.0067762477422304568 -0.0023429107818901543 0.0037586155011326101 0.00067865671285420928 0.0043202280030101839 0.0010028427947421589 -0.0019290428840216709 -0.0073558021276892331 0.010187975004043726 -0.0060391718272996709 -0.0048550042467682729 1.0701834228851956e-05 0.0022461391799133163 -0.0024081476193541802 0.0029075235866986445 0.0075715355977218771 0.0083321403557796696 -0.023313406866151656 0.0029945380361924719 -0.008073525859065362 -0.0079930661039312439 -0.0037020998322404141 0.00023853074288451254 0.0030249596348112216 0.003230835189621549 -0.020113815856389602 -0.0016754809532767924 leaf_weight=2213.1210699533112 712.02568244747818 632.75045620091259 378.82906768471003 220.47834906168282 647.12084476649761 173.10146098025143 2017.8343183016405 1009.4090962409973 270.47958183661103 474.06964926654473 322.17374398000538 2437.8535310374573 35.737541846930981 956.40279935486615 1590.1542094610631 2004.3307157233357 154.09367249161005 70.950074970722198 361.77756788209081 107.86357368901372 15.236025258898733 35.099911633878946 1066.3005272522569 100.79205817356706 205.60080920532346 32.703882616013288 22.414698794484138 260.46424114331603 17.085055962204933 14.11134146153927 leaf_count=303487 5478 13332 23323 4959 9585 1249 32285 6153 2444 21852 11900 90601 165 62811 8688 9805 792 402 3992 1458 69 346 113517 573 2560 321 184 2026 70 85 internal_value=0 0.00287586 -0.0076429 0.000901273 6.47259e-05 -0.00274307 0.000698512 0.00325341 0.000973117 -0.00479762 -0.00365084 0.00956435 0.00422759 -0.0058161 -0.000670069 0.00145977 -0.0011725 -0.00297828 0.00442315 0.00614396 0.0034386 -0.00496853 -0.00921268 -0.00461665 -0.00593246 0.00644911 0.00370455 0.0017258 -0.00558626 -0.0117734 internal_weight=0 13471.6 5088.72 10401 7672.34 1412.9 6259.44 2728.7 816.794 1809.3 1239.8 3070.6 1911.9 1335.23 2237.28 4022.17 596.315 325.836 1876.17 552.681 190.903 50.3359 3279.42 254.886 527.775 140.567 1323.48 314.075 53.6111 31.1964 internal_count=734512 209522 524990 105589 81550 21187 60363 24039 9170 107986 19938 103933 14869 86134 18273 42090 4211 1767 14704 6186 2194 415 417004 1365 14460 1779 8518 2365 339 155 is_linear=0 shrinkage=0.01 Tree=421 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 1 6 10 3 10 3 1 10 1 5 0 5 1 1 10 1 5 6 10 3 6 6 10 6 10 split_gain=660.362 253.724 84.4418 66.8605 58.0942 106.099 72.2153 61.206 74.1733 68.619 52.3176 78.8321 48.2032 42.3312 40.2645 34.7384 33.3645 74.527 32.099 117.102 61.5071 53.5909 31.2455 29.3952 29.1928 60.3745 45.9215 35.5985 29.0171 65.2729 threshold=2.6550000000000007 -361.49999999999994 1.5000000000000002 2.6550000000000007 4.1450000000000005 -8.4999999999999982 146.50000000000003 5.4750000000000005 0.15430402930402928 9.2600000000000016 0.79908256880733963 -125.49999999999999 2.5250000000000004 -46.499999999999993 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 -63.499999999999993 -42.499999999999993 4.9250000000000007 -24.499999999999996 5.5000000000000009 28.500000000000004 9.0500000000000025 0.73935688405797106 24.500000000000004 12.500000000000002 8.1200000000000028 26.500000000000004 5.9350000000000014 decision_type=10 10 2 8 10 8 2 10 2 10 2 10 8 8 10 2 10 10 8 10 10 10 2 8 2 2 2 10 2 8 left_child=1 3 18 -1 13 6 7 8 -6 16 -11 -12 -3 -4 -10 -14 28 22 -2 -20 21 -21 -18 -19 -7 26 27 -26 -9 -30 right_child=2 12 4 -5 5 24 -8 9 14 10 11 -13 15 -15 -16 -17 17 23 19 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=0.0044498108565071441 0.00038846120653037282 -0.0010226368610941265 -0.0017238830567245318 0.0082587911950822053 0.0026975112616805042 -0.0062115537838457113 -0.0042735981332941847 0.0002963451057477125 -0.0017783403158340128 -0.0088419603227348816 0.0010466731820574808 0.061324629235672161 0.0010567955477253697 0.0012399695612752648 -0.0047554923154350635 0.0041386393728358581 -0.0011739874563015951 0.0065081226673275577 0.0004401534259593755 -0.005598885917982647 0.0061022895166304514 0.011092639388017347 -0.0071229972961137254 0.039011591712712575 -0.0069666176942936447 -0.0077293070320529622 0.0063043488293844522 0.0073819351314852108 -0.0023595590328101472 0.005237592649579367 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threshold=0.0004375023563625001 0.99962311983108532 9.2114014478283951e-06 0.85901859402656566 -390.49999999999994 0.044676627963781308 -364.49999999999994 -7.4999999999999991 0.99998801946640026 0.013544866815209352 42.000000000000007 0.00014531796477960005 8.9378974621467943e-07 0.51623445076955521 19.500000000000004 0.27320574162679429 0.50952467343976793 20.500000000000004 0.28015151515151521 -67.499999999999986 0.99188911914825451 0.98303884267807018 0.007890905253589103 0.95867486338797814 -13.499999999999998 0.93763888888888902 25.500000000000004 0.31287650602409645 -87.499999999999986 -53.499999999999993 decision_type=2 2 2 2 10 2 10 8 2 2 8 2 2 2 10 2 2 10 2 10 2 2 2 2 10 2 10 2 10 10 left_child=2 3 12 4 9 10 13 11 -3 16 14 23 -1 21 15 -6 -2 18 28 -20 25 -5 -16 -4 -25 -8 -11 -24 -7 -30 right_child=1 8 7 6 5 17 20 -9 -10 26 -12 -13 -14 -15 22 -17 -18 -19 19 -21 -22 -23 27 24 -26 -27 -28 -29 29 -31 leaf_value=-0.0097567422781413699 -0.0033127733563202695 0.0071293819333073582 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202.261 80.8638 103.881 55.0851 55.027 51.7001 31.5542 31.5354 60.4972 57.4126 29.4436 47.1239 53.7248 68.254 27.5419 26.5264 24.3744 22.5907 22.3714 22.3461 22.3275 21.7151 21.136 34.0472 33.3991 28.8886 26.7805 34.9142 30.0131 threshold=2.6550000000000007 1.0000000180025095e-35 53.500000000000007 3.6350000000000002 2.6550000000000007 0.9740215924426453 2.5250000000000004 2.5650000000000004 2.5000000000000004 5.4150000000000009 9.8950000000000014 5.5050000000000008 4.3750000000000009 1.0000000180025095e-35 26.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.86391694725028068 303.50000000000006 5.2150000000000007 22.500000000000004 0.37323383084577116 1.5000000000000002 1.0000000180025095e-35 8.4000000000000021 6.9850000000000012 0.94469928644240586 1.0000000180025095e-35 0.50117370892018787 0.38480769230769235 decision_type=10 2 2 10 8 2 8 8 10 10 10 10 10 2 8 2 2 2 2 10 2 2 8 2 10 10 2 2 2 2 left_child=1 4 8 16 -1 -5 -3 -8 10 -10 11 12 -2 22 19 -6 -4 -9 -7 -15 -16 -13 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internal_weight=0 4001.23 14320.9 2799.6 1948.06 2226.75 2053.17 1456.88 11521.4 1475.38 10046 9915.72 7935.33 4442.28 2986.93 949.964 572.85 1370.56 162.478 555.6 2431.33 1980.4 1455.35 1329.42 1056.41 764.886 291.525 273.011 83.8191 189.192 internal_count=734512 103144 631368 200207 67900 184316 35244 24912 431161 72022 359139 338160 265777 185379 119697 38894 15891 24002 4914 31716 87981 72383 65682 53592 40995 25074 15921 12597 2987 9610 is_linear=0 shrinkage=0.01 Tree=425 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 10 10 1 10 10 1 5 11 10 6 3 10 6 10 1 1 5 6 1 10 11 18 6 2 3 split_gain=3899.29 1728.79 228.331 194.451 137.099 85.154 74.3618 54.8994 95.1193 52.2198 50.8548 50.5906 47.1438 39.176 30.9056 30.2594 29.4477 30.0503 25.6264 84.5376 107.129 44.1199 32.6645 24.4181 23.9956 22.7075 21.474 22.2002 29.3327 35.6199 threshold=0.0004375023563625001 0.99962311983108532 6.1522598571173157e-06 0.85901859402656566 -390.49999999999994 6.5450000000000008 3.4950000000000006 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15583 608 384 210 is_linear=0 shrinkage=0.01 Tree=426 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 10 10 1 10 1 11 10 5 10 10 1 1 5 11 11 10 0 11 10 10 10 1 1 18 10 split_gain=3845.23 1715.23 228.718 191.55 129.707 77.3674 64.1445 58.0806 96.3113 50.6469 47.5128 45.6968 42.6036 38.7252 27.0128 82.6192 115.19 50.2338 29.774 24.3372 23.8904 23.7723 22.5627 22.0994 30.6339 21.0082 23.1596 45.243 20.7602 18.5152 threshold=0.0004375023563625001 0.99962311983108532 6.1522598571173157e-06 0.76014459133148204 -390.49999999999994 7.2950000000000008 3.6650000000000005 -364.49999999999994 2.3750000000000004 -351.49999999999994 0.99998801946640026 3.9650000000000003 1.5000000000000002 5.5950000000000006 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 0.99188911914825451 0.0061350197065621007 2.3750000000000004 1.0000000180025095e-35 8.7036307377275093e-05 3.9350000000000005 5.5050000000000008 4.8650000000000011 -124.49999999999999 -128.49999999999997 1.0000000180025095e-35 4.9450000000000012 decision_type=2 2 2 2 10 8 10 10 10 10 2 10 10 10 10 10 10 10 2 2 10 2 2 10 10 10 10 10 2 10 left_child=2 3 -1 4 5 11 19 8 -5 20 -3 -2 21 22 18 17 -17 -16 25 -6 -4 -8 -11 -10 29 26 27 -9 -15 -25 right_child=1 10 9 7 6 -7 12 14 23 13 -12 -13 -14 28 15 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0092956601617918324 -0.0019220398919291629 0.0070418532451532526 -0.00021005010710390068 0.0066571790693370839 -0.0023185480066084318 0.0036004274414586164 0.0026031724050835639 -0.0007038824111021151 0.00096035916891558555 -0.0058977097561871798 0.010163696344127313 -0.0058287767825506041 -0.00012864716435528824 -0.00088495577837034126 0.0069231998093190394 -0.021028186937883858 0.0015669580158222652 -0.0011836699275536734 0.007271874711267088 -1.5925012444533591e-05 -0.0083336799535810736 0.00038854928443040373 -0.0031582954472244924 -0.0023547055764164748 0.0029037235773871472 0.0052392667703736852 0.0035070082156039325 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17.3925 19.2992 16.6332 15.6693 15.0699 threshold=0.0004375023563625001 0.99962311983108532 6.1522598571173157e-06 0.85901859402656566 0.044676627963781308 5.5250000000000012 0.99998801946640026 9.0500000000000025 1.0000000180025095e-35 1.0000000180025095e-35 6.1150000000000011 1.0000000180025095e-35 3.6650000000000005 1.0000000180025095e-35 5.1450000000000005 2.5250000000000004 0.54186137071651097 2.6150000000000007 1.0000000180025095e-35 0.99188911914825451 2.6550000000000007 5.3350000000000009 20.500000000000004 5.2750000000000012 0.86715686274509818 1.5000000000000002 0.31287650602409645 1.0000000180025095e-35 1.0000000180025095e-35 4.9450000000000012 decision_type=2 2 2 2 2 8 2 8 2 2 10 2 10 2 8 10 2 10 2 2 10 10 10 10 2 10 2 2 2 10 left_child=2 3 -1 4 9 11 -3 8 18 -2 19 -4 28 14 -6 16 -15 -17 20 -10 -5 29 23 -19 -25 26 -14 -16 -11 -22 right_child=1 6 5 7 13 -7 -8 -9 10 12 -12 -13 25 15 27 17 -18 22 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0092874328343049359 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60.745457008481026 148.31591161340475 145.99077804014087 28.021670259535313 267.3625729829073 372.99439542740583 164.77171166613698 2308.8758251145482 230.65009194239974 11.387064844369887 548.15091582387686 796.58254456520081 18.562163911759853 364.62402502447367 98.345721803605556 leaf_count=401225 18810 13332 34012 1905 7206 25586 90601 5161 4186 9162 3073 64167 3230 1164 3429 314 726 784 216 2654 2731 984 11369 1106 54 10950 12681 89 3064 541 internal_value=0 0.00276529 -0.00753665 0.000861659 0.000153361 -0.0048602 0.00949949 0.00343343 0.00297477 -0.000832349 0.00407559 -0.00580271 -0.000284821 0.000931048 -0.000155128 0.00141483 -0.00152252 0.0018198 0.00123419 0.00509138 0.00091015 0.000265755 0.0016854 -0.00030065 0.00232417 0.000528134 0.00126608 0.00261734 -0.00147665 -0.000846297 internal_weight=0 13273.6 4889 10348.4 8113.73 1933.39 2925.28 2234.62 1991.71 3578.29 1220.08 1425.47 2733.93 4535.44 1397.6 3137.84 380.193 2757.65 771.634 888.747 743.612 636.112 2696.9 388.028 242.037 1625.3 1077.15 410.875 1108.63 471.34 internal_count=734512 209522 524990 105589 84138 123765 103933 21451 16290 57897 9913 98179 39087 26241 10724 15517 1890 13627 6377 6840 6161 4256 13313 1944 1160 26861 15911 3518 12226 3272 is_linear=0 shrinkage=0.01 Tree=428 num_leaves=31 num_cat=0 split_feature=10 1 6 2 10 10 10 1 10 6 1 10 10 10 1 1 1 4 10 0 1 10 1 10 38 6 1 1 2 1 split_gain=593.473 239.321 77.1372 74.2449 67.9097 85.8303 64.9627 63.2735 51.1454 63.3199 49.7925 50.5049 46.789 45.2949 42.2427 365.473 39.615 35.8581 33.6286 32.7194 31.6903 108.744 60.1465 27.2411 27.1592 26.9743 25.3125 24.6696 24.413 22.6995 threshold=2.6550000000000007 -361.49999999999994 1.5000000000000002 0.050179856115107911 4.1450000000000005 5.705000000000001 2.6550000000000007 -135.49999999999997 9.0500000000000025 154.50000000000003 -125.49999999999999 6.6150000000000011 6.5450000000000008 2.5250000000000004 -75.499999999999986 -125.49999999999999 -46.499999999999993 20.500000000000004 2.5650000000000004 1.0000000180025095e-35 -42.499999999999993 4.9250000000000007 -24.499999999999996 5.8750000000000009 1.0000000180025095e-35 68.500000000000014 -42.499999999999993 -26.499999999999996 0.90940656565656586 -37.499999999999993 decision_type=10 10 2 2 10 10 8 10 10 2 10 10 8 8 10 10 8 8 8 2 8 10 10 10 2 2 10 10 2 10 left_child=1 6 20 10 16 7 -1 -6 9 -7 11 12 -4 -3 15 -10 -5 -9 -15 -20 24 29 23 26 -2 -18 -23 -11 -19 -22 right_child=2 13 3 4 5 8 -8 17 14 27 -12 -13 -14 18 -16 -17 25 28 19 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0043053130953157074 0.00031503420319575629 -0.0010405014477473196 -0.00016813868425129733 -0.0019231213990674907 -0.0049083785762319291 0.0010017549379420531 0.00813721589432298 -0.0060037231907630866 0.001650129926641245 -0.0055068972841807676 0.002106666899898098 -0.0076295408275899017 0.068500094482961613 0.0080170179617845214 -0.0066026221504149694 0.30492766562832813 -0.00028292817498639663 -0.0018850290532939143 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30744 18653 1490 1745 658 9234 9407 271 1689 6608 internal_value=0 0.00342673 -0.000962748 -0.00162357 -0.0020393 -0.00262706 0.00615187 -0.00353931 -0.000732215 3.20362e-05 0.000648901 -0.0021615 6.35863e-05 0.00119592 -0.00487947 0.00488385 -0.000300135 -0.00216042 0.00213155 0.00175716 -0.000138225 -0.00106984 -0.00425725 -0.00504977 0.000401847 0.00115444 -0.00575393 -0.0047602 -0.00160169 0.000406185 internal_weight=0 3936.67 14157.3 7858.79 6643.43 4965.36 1772.01 3351.7 1613.65 1362.56 1215.37 415.102 295.042 2164.66 251.091 37.6676 1678.07 1669.86 1526.17 1434.89 6298.47 2311.38 731.576 679.653 3987.1 884.949 604.83 229.315 1457.91 1579.8 internal_count=734512 103144 631368 448233 402525 352182 65206 242376 109806 74678 45708 21239 7505 37938 35128 2123 50343 114328 26645 25667 183135 68647 31295 29805 114488 21649 28060 20528 96541 37352 is_linear=0 shrinkage=0.01 Tree=429 num_leaves=31 num_cat=0 split_feature=5 1 4 2 3 2 3 1 1 1 2 1 3 1 4 3 5 1 1 1 1 3 5 1 3 2 1 1 4 3 split_gain=145.855 84.6422 71.2094 49.284 41.0663 40.7076 38.1434 29.4158 29.2632 29.6589 26.9775 26.6836 25.4882 25.1832 23.9181 23.4151 24.3212 24.1164 22.2732 20.2592 38.48 19.1243 27.6898 17.5479 16.7085 28.0277 28.6725 28.9754 19.7184 16.3839 threshold=2.5000000000000004 -371.49999999999994 19.500000000000004 0.031331806282722509 0.50117370892018787 0.50151515151515158 1.0000000180025095e-35 -149.49999999999997 -60.499999999999993 -61.499999999999993 0.98728813559322048 -35.499999999999993 0.54186137071651097 -56.499999999999993 18.500000000000004 0.90844616376531284 1.5000000000000002 -239.49999999999997 -147.49999999999997 -63.499999999999993 -216.49999999999997 0.16749174917491746 1.5000000000000002 -57.499999999999993 0.74478940512375169 0.23845060412224586 -339.49999999999994 -361.49999999999994 27.500000000000004 0.68457101658255237 decision_type=10 10 8 2 2 2 2 10 10 10 2 10 2 10 8 2 10 10 10 10 10 2 8 10 2 2 8 10 10 2 left_child=1 10 8 -4 5 -5 11 -6 9 15 14 19 -9 23 -1 17 18 -3 -17 20 -2 22 -7 -10 29 26 27 -26 -28 -8 right_child=6 2 3 4 7 21 24 12 13 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31 leaf_value=0.0040680029599210379 0.0030722926907570235 0.0003367324510557609 0.0014368268613548546 0.0023052070992129392 -0.0024832066288954704 0.00043860761042177469 -0.0033798791035825311 -0.0042575339133517189 -0.0049766513361530927 0.0065713939107812491 0.0042595615072028321 -0.013635999307434213 -0.0002131254522112305 -0.0032950321804124248 0.0010479643126839885 -0.0068352287350210254 0.0069445186685368919 -0.0033837294379208123 0.00095699808820300884 0.0057621111972296747 -0.0047138889533785136 -0.00067643265740969355 0.0058699529202587966 -0.015613443035148148 -0.0058635710394434873 0.0028905128664425575 -0.0065562738757215045 0.013252072230649404 -0.0020655319535667345 -0.0069188575747263018 leaf_weight=280.38886584760621 149.24027866218239 238.34515230543911 2353.2549019823782 963.84133708011359 936.15741274971515 662.92534791165963 951.19661589758471 165.25583844259381 31.821615453343838 46.526163590606302 318.34194853156805 12.832067120354621 2729.5675946462434 383.04465173464268 4051.9131883578375 45.008557823020965 53.815507581923157 647.67089878581464 198.29533567558974 71.804575736634433 110.44558976404369 1781.6790679702535 109.34819115838036 30.256725175306201 12.679854791611431 105.35843629390001 141.19245731132105 21.166505801491439 317.97888670582324 151.67560902703553 leaf_count=12104 4052 11924 45073 23366 49864 12432 64053 8772 1115 1054 11627 298 118332 27655 147415 3293 2643 38249 8128 1639 2209 77126 2689 655 908 3200 18209 568 18947 16913 internal_value=0 0.000313262 -0.000151368 0.000177337 -0.000225982 0.000554126 -0.00252228 -0.000942316 -0.00205556 -0.00126026 0.00144988 0.000513035 -0.000444007 -0.00425258 0.00124342 -0.00156824 0.000861092 -0.0023829 -0.000484479 0.00106075 -0.000239206 -0.000106718 0.00120765 -0.010161 -0.00313661 -0.00179118 -0.00279167 0.00609078 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0.99998801946640026 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.98303884267807018 6.5005788201233386e-05 20.500000000000004 0.93063352044907788 3.5000000000000004 1.0000000180025095e-35 8.9378974621467943e-07 42.000000000000007 1.0000000180025095e-35 25.500000000000004 3.5000000000000004 0.25092592592592594 1.0000000180025095e-35 0.062895569620253167 0.49184758529020828 4.5000000000000009 0.62470657276995312 0.22756041426927498 21.500000000000004 1.0000000180025095e-35 19.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 8 2 8 2 2 8 2 10 10 2 2 2 2 10 2 2 8 2 10 left_child=2 3 15 4 7 -3 -4 -2 18 17 -8 12 21 14 23 -1 29 27 -6 -13 26 -10 -23 -11 -19 -26 -21 -5 -20 -9 right_child=1 5 6 9 8 -7 10 16 11 13 -12 19 -14 -15 -16 -17 -18 24 28 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0097349092962962323 -0.0031497487059500952 0.0069801022430421656 -0.0069277745700355598 0.0052837724796295227 0.0022282941454515237 0.010151415207598871 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18762 2520 13382 12530 401225 36097 10657 12787 16242 1156 2366 1872 6203 6391 213 470 4266 11439 36091 is_linear=0 shrinkage=0.01 Tree=431 num_leaves=31 num_cat=0 split_feature=11 11 11 11 10 11 11 11 10 10 2 0 0 2 10 10 11 4 10 10 10 10 10 4 10 11 10 10 2 4 split_gain=3674.51 1711.96 195.255 173.639 54.8146 49.4846 48.6427 43.9327 37.9501 34.4689 32.6792 26.6246 21.5136 17.2426 15.6142 15.2162 15.1971 13.611 13.5626 13.0465 13.8588 12.7782 24.6679 13.6423 13.5637 11.9777 11.5801 11.4784 12.553 11.4001 threshold=0.00025899744650810004 0.99962311983108532 0.49114476144313818 6.1522598571173157e-06 5.4450000000000012 0.010294413659721552 0.99998801946640026 0.96394401788711548 5.4850000000000012 9.0500000000000025 0.77525510204081638 1.0000000180025095e-35 1.0000000180025095e-35 0.50151515151515158 3.7250000000000005 9.0500000000000025 8.9378974621467943e-07 42.000000000000007 3.8150000000000004 3.1550000000000007 5.7650000000000006 2.5250000000000004 2.5650000000000004 20.500000000000004 1.635 5.9105306718265645e-05 5.6050000000000013 5.535000000000001 0.49882629107981225 27.500000000000004 decision_type=2 2 2 2 10 2 2 2 8 8 2 2 2 2 8 10 2 10 10 8 10 8 8 8 10 2 10 10 2 10 left_child=3 2 4 16 5 14 18 15 25 -9 11 27 -12 -13 -2 19 -1 29 -3 -4 -21 24 -23 -24 -7 -5 -14 28 -6 -16 right_child=1 6 7 8 10 21 -8 9 -10 -11 12 13 26 -15 17 -17 -18 -19 -20 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0097307008638911618 -0.0031075657716993538 0.0084063445189089137 1.9075400751974306e-05 -0.0069619025172935238 0.0035394481991046127 0.00076422161540406011 0.010145639428838466 0.0034190246893104144 -0.0026798575796530568 0.0081951480803008469 -0.0059328603028538027 -0.00056279338888542789 -0.009072118996345897 -0.012485951032721338 -0.0032745242092901599 0.0077578160995263523 -0.0081322630749615273 0.037056499664365132 0.005408670298703574 0.0023860897163681676 -8.2856182539783552e-06 0.0075909135650682738 -0.0020603490193918071 0.00032552260302142665 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11.441 11.4915 10.4548 9.06753 20.5475 11.2453 8.07167 8.05621 7.78404 7.4835 7.27446 6.88176 threshold=0.00025899744650810004 0.99962311983108532 0.49114476144313818 6.1522598571173157e-06 1.0000000180025095e-35 0.99998801946640026 0.96394401788711548 0.007890905253589103 0.0038593490608036002 1.0000000180025095e-35 369.50000000000006 1.0000000180025095e-35 23.500000000000004 1.0000000180025095e-35 8.9378974621467943e-07 3.4519272958277731e-05 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 21.500000000000004 9.5000000000000018 19.500000000000004 101.50000000000001 1.0000000180025095e-35 23.500000000000004 28.500000000000004 1.5000000000000002 12.500000000000002 309.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 8 2 10 2 2 10 10 2 8 2 left_child=3 2 4 14 8 29 18 -6 -2 -5 13 12 -9 24 -1 -11 25 -18 19 20 -4 22 -20 -23 -8 28 -14 -22 -10 -3 right_child=1 5 6 9 7 -7 10 11 16 15 -12 -13 26 -15 -16 -17 17 -19 21 -21 27 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0097264690849547062 -0.0042705360947609934 0.0071094765729364717 0.0041055804913157868 -0.0070851401799598172 -0.00083531343079682049 0.010139879935106571 0.0026038635490201836 -0.0035734218169541721 -0.0014132126881694106 -0.0056254922185815636 -0.0058003370715423806 0.0014824724622178312 0.0029877528516310554 0.0051005105905498208 -0.0081155043088334284 -0.0032795765543448241 0.012470659177357525 -0.0017318947176187256 -0.0023001179699549059 0.0078845725496424612 0.0011180869302153621 0.0045519575481454255 0.0022326690737876063 0.0010983454906799302 0.0095454308309590227 -0.0013527104597850284 0.00010780555965875177 -0.00099038571370398858 0.0034025643213602508 0.00075469983604194515 leaf_weight=2037.5705917072482 377.18114348500967 583.07680714130402 74.181809604167938 535.05721158301458 1741.4870972763747 2239.8228378118947 563.95046833716333 160.56088624894619 56.00840201228857 444.72011067625135 26.65881222859025 2072.0098263882101 103.37131015956402 818.34121778234839 830.10341158183292 650.56028149230406 14.859379429370167 11.392031501978634 112.15304776653647 21.932534642517567 367.15766598284245 298.35388690978289 923.41053159534931 137.83929532021284 17.264099225401878 1293.7387622753158 1018.9630091153085 310.8499658703804 71.293489603325725 17.554198291152716 leaf_count=303487 13359 13148 481 37063 36664 90601 7308 1012 590 40201 149 13664 556 8389 97738 36010 78 91 564 121 2677 1445 5401 618 150 14618 5393 1957 795 184 internal_value=0 0.00259399 0.000752958 -0.00777707 -0.00022683 0.00945981 0.00259958 0.000286861 -0.00166175 -0.00516843 0.00396334 0.000869367 -0.000120863 0.00414932 -0.00926014 -0.0042321 -0.000981867 0.00630734 0.00173355 0.000749418 0.000541369 0.00225118 0.00174176 0.0034606 0.00281005 -0.00111652 0.00037306 0.000151404 0.00128379 0.00692375 internal_weight=0 13433.4 10593 4498.01 6920.87 2840.45 3672.09 5096.39 1824.47 1630.34 1426.21 3354.91 1282.9 1399.56 2867.67 1095.28 1447.29 26.2514 2245.88 774.122 752.189 1471.76 1035.56 436.193 581.215 1421.04 1122.33 678.008 127.302 600.631 internal_count=734512 220013 116080 514499 86820 103933 29260 57289 29531 113274 15996 20625 6961 15847 401225 76211 16172 169 13264 5236 5115 8028 5965 2063 7458 16003 5949 4634 1385 13332 is_linear=0 shrinkage=0.01 Tree=433 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 6 11 5 3 11 3 5 6 3 3 5 2 3 6 6 2 5 3 2 6 2 6 6 split_gain=3575.01 1684.06 188.158 174.401 49.3493 48.7695 42.7931 25.4334 19.4463 15.8571 15.7937 15.417 13.3855 13.1623 30.1904 12.6858 12.254 12.0676 12.9446 11.9484 13.9451 11.6568 11.532 10.3683 10.1214 19.573 9.58879 9.43324 13.7767 10.763 threshold=0.00025899744650810004 0.99962311983108532 0.49114476144313818 6.1522598571173157e-06 0.99998801946640026 0.007890905253589103 0.96394401788711548 369.50000000000006 3.4519272958277731e-05 2.5000000000000004 0.73368794326241138 8.9378974621467943e-07 0.45495129870129869 3.5000000000000004 28.500000000000004 0.84654631083202525 0.8185736677115989 1.5000000000000002 0.84248120300751894 0.8185736677115989 15.500000000000002 48.500000000000007 0.88478556841388711 2.5000000000000004 0.90045045045045058 0.12560679611650488 1.5000000000000002 0.24536878216123498 8.5000000000000018 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 8 2 2 2 8 2 2 2 8 2 2 2 2 2 8 2 2 2 2 2 2 left_child=3 2 5 11 -3 17 9 13 -5 15 23 -1 -7 -8 -15 -4 -10 19 -19 -2 24 -20 -23 -9 25 -21 -17 28 29 -11 right_child=1 4 6 8 -6 12 7 10 16 27 -12 -13 -14 14 -16 26 -18 18 21 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0097222136257088809 -0.0013714710968964631 0.0068954341780596328 0.001672226724795819 -0.0063965317867942543 0.010134136188509762 -0.00029801172469152911 0.0044002568259874555 0.0022075789873850231 -0.0046799287295076668 0.00018541009317419609 -0.01893062228542013 -0.0080986585543611506 0.00079284976775523838 0.0038904884308448929 -0.0081899818324351441 0.001941708832872999 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275 899 7747 17121 439 262 2161 31 21 16 2381 580 938 790 167 24 internal_value=0 0.00257429 0.000745958 -0.00775827 0.00944739 -0.000224641 0.00257731 0.00393433 -0.00514227 0.00171732 -0.00573427 -0.0092517 0.000355441 0.00411927 0.000763033 0.00201127 -0.00418657 -0.00143981 -0.00262378 -0.000983887 0.000926094 0.00405828 0.0320168 -0.00125114 -0.00076333 0.00407805 0.00388223 -0.000686126 0.00178257 -0.00105664 internal_weight=0 13401.4 10585.5 4464.01 2815.87 6918.67 3666.83 1422.39 1622.29 2244.45 26.6961 2841.72 4683.11 1395.69 107.822 1999.85 920.733 2235.57 621.529 1614.04 272.278 27.6992 1.41507 19.9266 174.843 34.6292 306.804 244.594 94.7954 60.9744 internal_count=734512 220013 116080 514499 103933 86820 29260 15996 113274 13264 149 401225 34154 15847 1004 11938 52352 52666 17612 35054 5384 491 52 115 3223 842 1837 1326 536 369 is_linear=0 shrinkage=0.01 Tree=434 num_leaves=31 num_cat=0 split_feature=10 1 10 5 10 1 10 1 10 4 3 10 1 1 1 2 1 1 10 10 3 18 1 1 1 3 2 3 1 1 split_gain=548.349 229.276 64.2842 62.9832 53.5665 258.662 98.6315 60.4415 54.1664 49.5046 46.1413 43.3182 42.4084 44.517 40.0224 35.5525 34.7671 133.937 34.3474 33.2592 33.1543 30.6882 80.0667 29.6502 29.5785 34.1639 29.2177 28.5023 28.298 30.1186 threshold=2.6550000000000007 -361.49999999999994 2.6550000000000007 2.5000000000000004 4.3750000000000009 -8.4999999999999982 4.995000000000001 -64.499999999999986 5.4750000000000005 27.500000000000004 0.50117370892018787 2.5250000000000004 -287.49999999999994 -289.49999999999994 -120.49999999999999 0.36678657074340532 -60.499999999999993 -56.499999999999993 4.9850000000000012 2.5650000000000004 1.0000000180025095e-35 1.0000000180025095e-35 -194.49999999999997 -118.49999999999999 -64.499999999999986 0.86696165191740426 0.52655075187969935 0.48492424242424242 -278.49999999999994 -268.49999999999994 decision_type=10 10 8 10 10 8 10 8 10 8 2 8 10 10 10 2 10 10 8 8 2 2 10 10 10 2 2 2 10 10 left_child=1 2 -1 4 7 8 18 -2 9 -6 27 -3 13 -10 21 -12 23 26 -7 -13 -5 -14 28 -16 25 -21 -18 -11 -23 -30 right_child=3 11 -4 20 5 6 -8 -9 12 10 15 19 14 -15 16 -17 17 -19 -20 24 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0041904251244274512 -0.0014047161090006497 -0.0010557829149162319 0.008060235946973934 0.00046516562928807518 -0.0032128161698671861 -0.0027696437304731408 -0.0074517119257463509 0.0011065630418774859 0.0032486500537953927 6.7248077106849907e-05 -0.00078199166468991173 0.007934469073409613 -0.0025840052157328048 0.018420551288101713 0.028672379603397333 -0.004157186823583953 -0.0058018900707498188 0.0014861346053028472 0.005744440622564506 -0.00012895707340033287 -0.0032213252100543677 0.037699301490239819 -0.0057099797829485164 0.0022750071354879432 0.0035218119570146794 0.0063399136418657931 -0.01796693888232315 0.0034409149074920314 -0.011597412597661188 0.012310688164450299 leaf_weight=894.38488646317273 1464.4494172106497 631.51708220411092 825.43662114441395 289.00793619267642 828.35529662715271 529.78914830740541 777.8503153922502 2773.4735829676501 306.34638174949214 1346.8304995009676 1155.2710326230153 90.714924005791545 571.78833247441798 20.642700798343867 4.2743284106254569 427.59445532551035 34.886183039750904 391.47322338074446 52.036387835629284 780.65325741842389 1565.0354952949565 3.8446846632286897 52.012092408258468 943.85934969037771 542.37877713982016 91.176704383455217 45.484162042848766 307.62144937319681 5.9462205288000396 46.278386974707246 leaf_count=27835 42465 11293 37371 6673 52555 20883 62868 66446 10298 51327 57560 978 38551 309 84 29608 1302 15741 1694 13634 120538 39 4084 35022 10208 1825 946 11393 180 802 internal_value=0 0.00333007 0.00604776 -0.000930461 -0.000667276 -0.00115628 -0.00512234 0.00023877 -0.0003257 -0.00103139 -0.00047321 0.00114235 0.000856538 0.00420645 0.000334889 -0.00169377 0.00129017 -0.000927924 -0.00200817 0.00206476 -0.00264668 -0.00166031 0.00322638 0.00239401 0.00168825 0.000547563 -0.0126865 0.000694533 0.0115161 0.00958855 internal_weight=0 3856.26 1719.82 13944.2 12090.1 7852.18 1359.68 4237.92 6492.51 4065.67 3237.32 2136.44 2426.84 326.989 2099.85 1582.87 1419.98 471.844 581.826 1504.92 1854.04 679.87 108.081 948.134 1414.21 871.83 80.3703 1654.45 56.0693 52.2246 internal_count=734512 103144 65206 631368 504157 395246 85445 108911 309801 202443 149888 37938 107358 10607 96751 87168 53095 17989 22577 26645 127211 43656 5105 35106 25667 15459 2248 62720 1021 982 is_linear=0 shrinkage=0.01 Tree=435 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 10 10 1 10 11 1 5 10 6 11 10 1 1 5 10 10 11 10 10 10 4 6 1 10 6 split_gain=3517.76 1665.96 184.643 174.815 132.461 73.1022 70.4845 58.4897 93.5807 49.7192 40.0365 38.7961 33.2696 31.9733 31.4224 27.5812 72.7344 82.7224 37.025 26.7202 31.6376 26.1045 25.243 32.3505 24.39 24.2129 25.5819 30.6468 23.0596 20.5812 threshold=0.00025899744650810004 0.99962311983108532 0.6303343176841737 6.1522598571173157e-06 -390.49999999999994 2.4250000000000003 3.6650000000000005 -3.4999999999999996 2.3750000000000004 0.99998801946640026 -348.49999999999994 1.5000000000000002 5.3550000000000013 423.50000000000006 0.96394401788711548 6.1150000000000011 -57.499999999999993 -53.499999999999993 3.5000000000000004 8.3400000000000016 4.9150000000000009 0.0061350197065621007 3.9350000000000005 5.5050000000000008 4.9450000000000012 19.500000000000004 17.500000000000004 -253.49999999999997 2.4250000000000003 2.5000000000000004 decision_type=2 2 2 2 10 10 10 8 10 2 10 10 10 2 2 10 10 10 10 10 10 2 10 10 10 8 2 10 10 2 left_child=3 2 4 -1 5 -2 21 13 -9 -3 -5 25 -12 14 28 -16 18 -18 -17 20 -7 -6 -10 24 -24 26 27 -8 -4 -20 right_child=1 9 7 10 6 19 11 8 22 -11 12 -13 -14 -15 15 16 17 -19 29 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.009241750826329968 0.0013375086651962337 0.0068641026065609156 -0.0017307362465389629 -0.0077433549724994005 -0.0024591353297015936 -0.0033023860168020069 0.0053942549262090576 0.006031296167141327 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20561 20195 4560 1929 1611 29448 4793 2842 7306 454 is_linear=0 shrinkage=0.01 Tree=436 num_leaves=31 num_cat=0 split_feature=6 1 1 4 3 5 1 3 3 1 6 18 1 5 6 3 6 4 4 5 1 5 1 1 38 6 1 1 1 1 split_gain=165.368 76.2731 72.8385 58.4809 49.8563 41.6729 41.9427 40.7681 40.8038 37.8344 34.2106 31.4375 34.9499 26.3009 24.8873 23.1761 20.7344 24.3907 19.2384 18.9565 18.8304 17.6412 18.9812 29.9332 17.5646 16.7931 18.8502 16.0737 21.8195 16.0322 threshold=1.5000000000000002 -253.49999999999997 -122.49999999999999 19.500000000000004 0.96190130624092907 3.5000000000000004 -34.499999999999993 0.51623445076955521 0.4817045961624275 -8.4999999999999982 175.50000000000003 1.0000000180025095e-35 -282.49999999999994 1.5000000000000002 40.500000000000007 0.37323383084577116 53.500000000000007 28.500000000000004 19.500000000000004 3.5000000000000004 -242.49999999999997 5.5000000000000009 -63.499999999999993 -59.499999999999993 1.0000000180025095e-35 340.50000000000006 -19.499999999999996 -69.499999999999986 -35.499999999999993 -255.49999999999997 decision_type=2 10 8 8 2 10 10 2 2 10 2 2 10 10 2 2 2 10 8 10 10 10 8 8 2 2 8 10 10 10 left_child=1 7 10 -3 5 9 14 8 11 16 13 15 -13 20 21 -1 -4 18 -18 -5 -2 -7 -23 -24 -9 26 -8 -21 -29 -10 right_child=2 3 4 19 -6 6 25 24 29 -11 -12 12 -14 -15 -16 -17 17 -19 -20 27 -22 22 23 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0023132278523960706 0.00026420737680421579 -0.0025324755333687408 0.00010895206062730802 0.00075689955972108773 0.0022812736891019113 -0.004659506417902257 -0.0034773121567096693 0.00050045459770451468 0.0049727210932858671 -0.0071750434067528596 -0.0055575140724885928 -0.0041875842951352204 0.014251138499537788 -0.0032894516806095389 -0.0071743985471626557 -0.0011620150701707691 -0.0022349602757944513 -0.0018810689982726354 0.0017222646169873306 -0.0046240319923232928 -0.0023711866681907605 -0.0028754666761898152 0.011676505727150226 -0.0019189714006891635 0.014402959718240642 0.026350729418645719 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0.0021082 0.00959143 -0.00201121 -0.00397044 0.00187368 -0.000357203 -0.00116875 0.000543633 0.000608481 -0.000969889 -0.00238416 -1.69371e-05 0.00411973 0.000604805 0.0127516 0.00477109 -0.00225171 0.000823988 0.00516026 internal_weight=0 8740.14 8974.37 5149.07 6682.98 6068.62 505.153 3591.08 2371.18 5563.47 2291.39 1791.35 54.4338 1975.93 489.68 1736.92 5480.84 1999.63 587.442 4465.56 1088.88 327.523 160.521 65.5954 1219.9 15.4735 9.75118 220.291 95.9251 579.827 internal_count=734512 256716 477796 135180 320902 304609 42577 121536 81538 262032 156894 59213 837 126916 41877 58376 245457 111042 32444 107212 62383 13908 4265 2361 39998 700 629 7778 1691 22325 is_linear=0 shrinkage=0.01 Tree=437 num_leaves=31 num_cat=0 split_feature=6 5 2 2 2 6 38 3 5 2 3 2 6 3 3 6 4 5 2 18 2 2 6 4 4 3 4 2 3 6 split_gain=162.157 70.5941 50.5071 41.3858 65.4529 30.3238 29.7845 27.4801 33.9797 25.0446 24.2 20.6564 19.6827 18.8496 26.7661 18.5308 18.4828 18.0232 17.6215 15.0416 18.6534 28.0247 14.0937 21.6011 16.2493 13.918 16.8 14.9051 42.5289 50.8848 threshold=1.5000000000000002 2.5000000000000004 0.040202020202020204 0.49882629107981225 0.51408730158730165 31.500000000000004 1.0000000180025095e-35 0.34514106583072107 3.5000000000000004 0.34556677890011228 0.92890109890109895 0.41476388168137007 1.0000000180025095e-35 0.95260557053009898 0.94754041967664271 303.50000000000006 20.500000000000004 5.5000000000000009 0.78596059113300509 1.0000000180025095e-35 0.54182569974554717 0.60078125000000016 53.500000000000007 29.500000000000004 14.500000000000002 0.46634304207119742 27.500000000000004 0.31216397849462368 0.66536458333333337 14.500000000000002 decision_type=2 10 2 2 2 2 2 2 10 2 2 2 2 2 2 2 8 10 2 2 2 2 2 10 8 2 8 2 2 2 left_child=3 2 15 6 12 9 11 8 -6 13 22 16 -5 14 -3 -2 -1 19 -11 -9 -21 -22 25 24 -24 26 -4 -27 -29 -30 right_child=1 5 10 4 7 -7 -8 17 -10 18 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 21 -23 23 -25 -26 27 -28 28 29 -31 leaf_value=-0.0011422006632945492 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27.927800457458943 4032.2125564534217 22.239068905357271 103.4165845089592 7.3007167838513878 9.2899224972352403 11.65863318974152 153.64887362718582 1291.3523691231385 963.09489436959848 897.24344825046137 1201.0879785013385 1225.1291297634598 129.90756304748356 131.47167452820577 leaf_count=25295 32791 14494 21060 15581 44135 65496 561 25022 1888 17813 20343 15308 20539 3614 86 1466 107516 271 2979 117 347 136 12426 76161 55094 46333 45441 53624 4654 3921 internal_value=0 -0.000951954 -0.000588133 0.00096218 0.00176977 -0.00311562 0.000375719 0.000790622 0.00146726 -0.00186342 -0.000923155 0.000307645 0.00358821 -1.14144e-05 0.000832873 0.00137562 0.000493511 -0.000909053 -0.00361025 -0.00120824 0.00593042 0.0011333 -0.000808059 -0.00141026 -0.000391793 -0.000438386 -0.00117968 4.02284e-05 0.000654567 0.00431653 internal_weight=0 8967.92 7677.03 8738.2 3676.06 1290.89 5062.14 2389.45 1709.08 774.146 6558.18 5022.58 1286.61 375.761 329.009 1118.85 4633.38 680.376 398.384 658.137 28.2493 20.9486 6330.9 2408.1 1116.74 3922.81 1539.06 2383.75 1486.51 261.379 internal_count=734512 477796 373314 256716 108036 104482 148680 71916 46023 38986 339057 148119 36120 18194 14580 34257 132811 25893 20792 25622 600 483 318714 143681 67520 175033 66501 108532 62199 8575 is_linear=0 shrinkage=0.01 Tree=438 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 10 10 1 10 11 1 11 10 5 10 1 1 5 10 11 3 2 1 10 3 3 10 10 10 6 split_gain=3460.1 1650.69 181.218 175.128 126.031 71.2005 66.4133 62.6782 98.7562 50.0781 40.027 36.5078 33.1518 31.0237 30.4075 69.648 80.3663 39.2201 28.7055 24.9511 23.8056 26.6782 34.7862 35.2872 30.2638 29.8606 22.4452 29.9696 23.0915 22.2965 threshold=0.00025899744650810004 0.99962311983108532 0.49114476144313818 6.1522598571173157e-06 -390.49999999999994 3.1250000000000004 3.9350000000000005 -3.4999999999999996 2.3750000000000004 0.99998801946640026 -348.49999999999994 0.96394401788711548 5.3550000000000013 1.5000000000000002 6.1150000000000011 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1986 108 451 234 35 8506 2507 428 3573 830 12563 1649 1105 353 841 227 internal_value=0 0.00252969 0.000730398 -0.0077133 -0.000221866 -0.00315957 0.000399145 0.00253283 0.000376197 0.00941954 -0.00508168 0.00332912 -0.00413691 0.00128665 0.00488495 0.00226302 -0.00611327 0.0050061 -0.00534296 -0.000913047 0.00192263 0.00252274 0.00442421 0.00946729 0.00171514 0.00309233 -0.00148499 -0.00318276 -0.00442565 -0.00347391 internal_weight=0 13315.3 10558.1 4383.59 6908.29 1205.53 5702.76 3649.79 984.209 2757.26 1603.67 2665.59 1181.24 3401.88 963.215 303.123 74.7786 228.344 667.085 2300.88 2356.66 1737.3 517.901 108.202 1219.4 409.7 731.631 377.214 315.81 44.0248 internal_count=734512 220013 116080 514499 86820 21632 65188 29260 10560 103933 113274 18700 84048 43006 9537 3006 559 2447 18254 22182 26772 21550 6480 1258 15070 5222 5136 2299 1946 461 is_linear=0 shrinkage=0.01 Tree=439 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 10 10 47 10 47 10 10 10 11 47 10 10 10 6 47 38 10 10 6 10 3 3 3 6 split_gain=3412.89 1636.84 178.352 175.486 59.6505 50.4411 37.8786 34.0975 37.5372 36.414 34.077 32.1886 28.36 23.3346 27.6982 21.5496 31.2044 28.9937 24.8396 21.5021 20.5044 19.2147 16.9696 16.945 16.7578 24.1395 16.6193 19.7879 16.5973 19.6488 threshold=0.00025899744650810004 0.99962311983108532 0.76014459133148204 6.1522598571173157e-06 0.013544866815209352 0.99998801946640026 5.4850000000000012 8.2700000000000014 1.0000000180025095e-35 8.2000000000000011 1.0000000180025095e-35 3.7250000000000005 5.245000000000001 6.1150000000000011 0.99188911914825451 1.0000000180025095e-35 2.5250000000000004 1.3650000000000004 2.6150000000000007 24.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.6550000000000007 7.4250000000000007 1931.5000000000002 6.1550000000000011 0.74213338610726309 0.32583417593528818 0.86696165191740426 1.5000000000000002 decision_type=2 2 2 2 2 2 8 8 2 10 2 8 10 10 2 2 10 10 10 2 2 2 10 10 2 10 2 2 2 2 left_child=3 2 4 -1 10 -3 20 8 21 13 22 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5105 25667 35106 1021 982 202443 127211 79154 65786 35022 2747 38551 is_linear=0 shrinkage=0.01 Tree=441 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 10 10 10 10 6 10 6 6 10 10 6 11 10 6 10 10 10 10 10 10 6 6 10 6 split_gain=3358.13 1618.84 175.877 175.331 65.3414 50.8167 37.5111 36.2088 31.1684 25.6787 23.0285 23.347 20.8971 19.7625 16.8576 22.9341 16.5917 16.0348 15.6875 15.5393 21.417 15.4699 18.7836 15.1305 14.1154 13.9888 17.0011 13.0892 12.9009 12.7847 threshold=0.00025899744650810004 0.99962311983108532 6.1522598571173157e-06 0.85901859402656566 0.017575767822563603 0.99998801946640026 5.4850000000000012 9.0500000000000025 5.2350000000000012 5.245000000000001 32.500000000000007 5.8550000000000013 450.50000000000006 31.500000000000004 2.5250000000000004 2.6150000000000007 146.50000000000003 8.9378974621467943e-07 5.245000000000001 1931.5000000000002 6.1950000000000012 4.8650000000000011 6.0250000000000012 5.8750000000000009 2.6550000000000007 3.8150000000000004 154.50000000000003 111.50000000000001 1.3650000000000004 416.50000000000006 decision_type=2 2 2 2 2 2 8 8 10 10 2 10 2 2 8 8 2 2 10 2 8 10 10 10 10 10 2 2 10 2 left_child=2 3 17 4 8 25 -4 12 13 14 18 -12 21 -2 27 -16 23 -1 -10 -8 -21 24 -23 -13 -5 -3 -27 28 -6 -11 right_child=1 5 6 7 9 -7 19 -9 10 29 11 16 -14 -15 15 -17 -18 -19 -20 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0097033554277539298 -0.0012439630759390385 0.0082893027206576188 -0.0059615243818866076 0.0043282184816909866 0.00083651355639429088 0.010110148434911877 -0.0025629311126154244 0.0069807096354787372 0.013727050195163461 0.0020792424744861988 -0.00016803583357396333 0.042887061708525083 -0.0056603925572353631 -0.0035688807894964686 0.0052730606886323573 0.00040172691968815629 0.00018658129850940248 -0.0080137882718501179 -0.00067078654193684754 0.12737298315878082 -0.010126447504371826 0.0045918531553549016 0.0018921349124806672 0.0084402408490084919 0.001118638593471271 0.0058166734514556685 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12.03 12.4417 19.1492 11.9673 11.7231 threshold=0.00022912561689730003 0.99962311983108532 0.254873737692833 6.1522598571173157e-06 -390.49999999999994 -1.0000000180025095e-35 0.99998801946640026 0.92614999413490307 -323.49999999999994 0.0061350197065621007 450.50000000000006 0.98303884267807018 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.010294413659721552 19.500000000000004 8.9378974621467943e-07 1.5000000000000002 193.50000000000003 19.500000000000004 3.5000000000000004 16.500000000000004 -61.499999999999993 0.99188911914825451 3.5000000000000004 1.0000000180025095e-35 20.500000000000004 3.4519272958277731e-05 0.044676627963781308 decision_type=2 2 2 2 10 8 2 2 10 2 2 2 10 2 2 2 10 2 10 2 8 10 2 10 2 10 2 8 2 2 left_child=3 2 4 17 15 7 -3 12 -5 18 21 20 13 14 -4 -2 -16 -1 -6 -17 -7 24 -23 -24 -9 26 -11 -28 -10 -21 right_child=1 6 5 8 9 11 -8 10 28 25 -12 -13 -14 -15 16 19 -18 -19 -20 29 -22 22 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0096989596894355122 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620.15514784865081 468.61205888539553 785.49883073358797 498.4405866721645 11.450362844392659 786.26745763979852 77.219355165958405 23.522808477282524 11.618429094552992 484.01252356171608 176.03146309778094 73.692961294203997 733.69997076690197 617.24202294787392 19.636695003136992 leaf_count=303487 12354 13332 441 31396 27661 405 90601 4597 43035 15939 92 5565 2928 4849 236 7586 2471 97738 13950 266 6267 670 183 130 5738 1704 500 3930 36172 289 internal_value=0 0.00244506 0.000690638 -0.00773072 -0.000450303 0.00215124 0.00937994 0.00288249 -0.00510206 0.000170125 0.00450858 9.29231e-06 0.00199062 0.00253209 0.00110542 -0.00350717 0.000366447 -0.00920379 -0.00085641 -0.00255503 -0.000867508 0.00470125 0.00143529 -0.00535858 0.00503656 0.000757254 0.000907833 -0.000151393 -0.00411972 0.00411342 internal_weight=0 13274.1 10594 4214.31 5947.85 4646.12 2680.11 3463.65 1513.5 4944.34 1226.84 1182.47 2236.81 1621.67 614.477 1003.51 519.859 2700.81 1798.99 651.242 831.794 1206.77 112.361 35.1412 1094.41 3145.35 2969.32 807.393 1081.09 31.0871 internal_count=734512 222684 118751 511828 84179 34572 103933 22335 110603 63684 11410 12237 10925 7997 3148 20495 2707 401225 41611 8141 6672 11318 983 313 10335 22073 20369 4430 79207 555 is_linear=0 shrinkage=0.01 Tree=443 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 1 11 11 1 11 11 11 3 11 11 3 3 3 38 1 3 1 3 1 1 47 1 1 1 11 split_gain=3267.07 1601.34 173.243 163.523 110.831 71.4784 51.5077 49.7796 36.7039 29.2103 20.9804 16.6816 15.4872 13.7718 13.6217 11.522 11.0839 10.9509 10.8359 13.793 10.5424 18.7949 9.54364 8.85642 12.1649 8.82591 12.5118 9.46012 11.0916 8.66825 threshold=0.00022912561689730003 0.99962311983108532 0.254873737692833 5.0644175644265496e-06 -390.49999999999994 -3.4999999999999996 0.99998801946640026 0.92614999413490307 -348.49999999999994 0.0061350197065621007 0.98303884267807018 0.010294413659721552 0.31287650602409645 8.9378974621467943e-07 3.4519272958277731e-05 0.50952467343976793 0.8185736677115989 0.84654631083202525 1.0000000180025095e-35 -210.49999999999997 0.31838294448913923 -239.49999999999997 0.50952467343976793 -59.499999999999993 -79.499999999999986 1.0000000180025095e-35 -89.499999999999986 -192.49999999999997 -187.49999999999997 0.99188911914825451 decision_type=2 2 2 2 10 8 2 2 10 2 2 2 2 2 2 2 2 2 2 10 2 10 2 10 10 2 10 10 10 2 left_child=3 2 4 13 11 7 -3 17 -5 -6 -7 22 23 -1 -10 -12 -16 25 20 -20 21 -14 -2 24 -11 27 -27 -4 -29 -9 right_child=1 6 5 8 9 10 -8 29 14 12 15 -13 18 -15 16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.0096945379894664355 -0.0038305942165780872 0.0067173272271785645 0.0051788755518309415 -0.0076991149999580842 -0.00084848903251015062 -0.00085109085853229364 0.010098779645522075 0.0037286456409757591 -0.0054425310709032273 2.5007918427562842e-05 0.0035180403869848869 -0.0025322402232607942 0.022238102526379765 -0.0080602242836358105 -0.0038548789409577678 -0.00019422254316428869 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31567 1640 5857 1940 45 47 16631 46 6250 1706 1225 2488 5352 17 504 6343 internal_value=0 0.00242632 0.000684233 -0.00771176 -0.000446 0.00213216 0.00936723 0.0028587 -0.00517075 0.000168425 1.22739e-05 -0.00347998 0.000749406 -0.00925036 -0.00425047 0.0020637 -0.0032624 0.00197101 0.00119243 0.0105912 0.00114117 0.0106068 -0.00523792 -0.000361623 -0.001065 0.001653 0.00138164 0.00340923 0.00125242 0.00448117 internal_weight=0 13243.3 10586.3 4182.6 5945.38 4640.9 2657.03 3456.32 1577.44 4944.13 1184.58 1001.26 3146.48 2605.16 1156.5 350.874 632.355 2234.03 2249.5 12.2001 2237.3 11.7047 350.718 896.983 597.558 1851.96 1604.11 247.855 111.708 1222.29 internal_count=734512 222684 118751 511828 84179 34572 103933 22322 118723 63684 12250 20495 22073 393105 87918 5570 37424 10917 16806 92 16714 83 12354 5267 3561 8977 7840 1137 521 11405 is_linear=0 shrinkage=0.01 Tree=444 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 1 10 10 11 10 11 10 1 10 10 10 3 10 1 1 6 2 6 6 10 6 10 3 4 11 split_gain=3222.5 1587.74 169.995 163.87 108.896 70.1987 98.2326 65.4942 51.8669 51.7583 49.0657 40.4221 36.5648 36.4336 34.4222 31.7635 30.3717 28.9552 71.0241 88.0491 26.9814 68.6581 29.6858 76.3537 26.1751 25.087 24.7309 23.8897 23.7559 23.0203 threshold=0.00022912561689730003 0.99962311983108532 0.254873737692833 5.0644175644265496e-06 -390.49999999999994 -1.0000000180025095e-35 6.4350000000000014 3.9950000000000006 0.99998801946640026 4.0250000000000012 0.92614999413490307 4.9450000000000012 -348.49999999999994 5.5050000000000008 2.5250000000000004 5.8950000000000005 0.54186137071651097 6.1150000000000011 -59.499999999999993 -53.499999999999993 37.500000000000007 0.63582887700534763 89.500000000000014 96.500000000000014 8.3400000000000016 144.50000000000003 1.8250000000000004 0.86984754376058737 19.500000000000004 9.5520703325746595e-05 decision_type=2 2 2 2 10 8 8 10 2 10 2 10 10 10 10 10 2 10 10 10 2 2 2 2 10 2 10 2 8 2 left_child=3 2 4 -1 7 10 11 26 -3 27 14 -7 -5 -13 16 -14 -4 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190.50111398287117 383.87119910353795 2062.6354626258835 430.70544664375484 867.3457946497947 143.54543366469443 1004.3697296311148 49.174045123159885 2025.0230718329549 106.6788140819408 80.907398328185081 242.82804049178958 28.769629687070847 54.675379697233438 38.459250207059085 0.71906707342714016 0.35004062345251419 0.91265741549432278 4.0867396257817736 25.654050730168819 442.30658084806055 214.45380465127528 2422.0977341290563 0.28067611064761877 leaf_count=393105 938 13332 824 30805 20691 6643 4093 14892 90601 6427 8086 1196 76751 305 9610 7733 491 2585 123 486 3252 67 23 77 35 130 4630 1747 34819 15 internal_value=0 0.00240763 0.000677863 -0.0076927 -0.000441728 0.00211314 9.08828e-06 -0.00345313 0.00935447 0.000166736 0.00283282 -0.00125508 -0.00514466 -0.00536553 0.00195256 -0.00422534 -0.00190068 0.00444644 0.00202718 -0.00603094 0.000109549 0.00703438 0.0605702 0.0928017 -0.00666647 0.00453167 -0.00141283 -0.00102829 0.00104276 0.0198612 internal_weight=0 13213.1 10578.9 4151.21 5943.04 4635.89 1181.54 998.968 2634.17 4944.07 3454.35 991.042 1569.63 192.719 2235.07 1151.77 210.051 1219.27 351.927 83.445 147.401 40.7217 2.26244 1.2627 387.958 268.482 611.01 2091.27 2852.8 0.999743 internal_count=734512 222684 118751 511828 84179 34572 12237 20495 103933 63684 22335 8144 118723 1501 10925 87918 1315 11410 3324 609 11167 3434 182 100 14927 2715 5568 22438 41246 82 is_linear=0 shrinkage=0.01 Tree=445 num_leaves=31 num_cat=0 split_feature=10 1 10 5 10 1 10 1 10 1 1 10 1 10 1 1 2 10 0 2 1 5 2 1 10 1 2 10 5 1 split_gain=475.077 211.238 62.1722 56.0656 45.068 244.12 91.178 54.0785 49.3733 40.1806 42.558 39.6522 34.9871 32.3328 31.8961 127.289 30.5478 30.4338 28.5252 28.4078 27.4507 26.262 25.4515 23.0691 22.7355 38.4726 32.1183 30.8929 27.4309 31.089 threshold=2.6550000000000007 -361.49999999999994 2.6550000000000007 2.5000000000000004 4.3750000000000009 -8.4999999999999982 4.995000000000001 -64.499999999999986 5.4750000000000005 -287.49999999999994 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internal_count=734512 222684 511828 118751 97300 103933 21451 118723 16290 60701 41989 9913 36599 8569 28030 15940 14634 12090 2477 414 12157 6840 92181 720 29476 25900 2063 262 18712 11897 is_linear=0 shrinkage=0.01 Tree=448 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 11 11 10 10 6 6 10 6 47 10 47 10 5 10 47 10 10 6 10 47 10 11 0 10 split_gain=3085.37 1543.16 164.922 161.643 52.9611 50.124 43.63 38.6026 33.6917 32.9847 30.7888 26.6511 25.3654 25.6384 24.3016 28.6862 23.3647 22.3545 22.2711 21.6673 21.5241 24.3165 20.8798 19.9251 19.8185 19.6162 17.9043 16.8377 16.8193 16.051 threshold=0.00022912561689730003 0.99962311983108532 6.1522598571173157e-06 0.49114476144313818 0.99998801946640026 5.4450000000000012 0.010294413659721552 0.96394401788711548 5.4850000000000012 9.0500000000000025 32.500000000000007 273.50000000000006 6.0550000000000006 15.500000000000002 1.0000000180025095e-35 6.1150000000000011 1.0000000180025095e-35 3.6950000000000007 1.5000000000000002 2.6550000000000007 1.0000000180025095e-35 2.5250000000000004 2.5650000000000004 2.5000000000000004 1.3650000000000004 1.0000000180025095e-35 3.2950000000000004 8.9378974621467943e-07 1.0000000180025095e-35 5.3550000000000013 decision_type=2 2 2 2 2 10 2 2 8 8 2 2 10 2 2 10 2 8 10 10 2 10 10 2 10 2 10 2 2 10 left_child=2 3 27 5 -3 6 16 -5 25 14 12 -12 -7 -14 26 -16 19 -18 -15 -2 24 23 -23 28 -8 -4 -9 -1 -22 -28 right_child=1 4 8 7 -6 10 20 9 -10 -11 11 -13 13 18 15 -17 17 -19 -20 -21 21 22 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=-0.0096765888599176196 0.00029139583418611055 0.0065991542000907212 -0.0076794920917799209 0.0015633309290488946 0.010075773777894467 0.0023297688453706744 0.0021076735172871897 0.0043111098078413195 -0.0024912711043901131 0.0079676966343021453 0.0053300658936036105 -0.0030256180440618569 -0.0026879719292852333 0.0055172811081753382 0.0057122216000791825 0.0015081812878474897 -0.0029147614838886805 -0.00037615204553976747 -0.0039525210276109574 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158.991 125.044 72.4446 70.6729 53.3159 50.2786 48.8474 82.605 43.3543 36.147 31.0873 28.6774 41.7976 27.2476 72.7185 90.6983 41.2506 25.1076 23.1324 20.8605 19.8372 20.6583 19.0211 18.2526 32.8892 27.7834 25.3397 threshold=0.00022912561689730003 0.99962311983108532 5.0644175644265496e-06 0.85901859402656566 -390.49999999999994 6.5450000000000008 3.6650000000000005 0.99998801946640026 4.9150000000000009 -364.49999999999994 2.3750000000000004 1.5000000000000002 -348.49999999999994 5.3550000000000013 19.500000000000004 0.27320574162679429 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 0.0061350197065621007 6.6150000000000011 2.3750000000000004 -287.49999999999994 6.4350000000000014 0.99188911914825451 2.5250000000000004 2.5650000000000004 -85.499999999999986 0.41083659491193741 decision_type=2 2 2 2 10 8 10 2 10 10 10 10 10 10 8 2 10 10 10 10 2 8 10 10 10 2 10 10 10 2 left_child=2 3 -1 4 5 8 20 -3 -2 10 -5 14 22 -14 15 -8 25 19 -19 -18 -6 -7 -4 24 -17 -11 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8387.54 1519.53 6868.01 2538.95 1325.44 2153.67 673.926 4442.62 1537.57 1131.95 3089.76 474.142 1479.75 386.825 93.1051 293.72 2425.39 194.09 405.623 382.379 40.0816 1092.92 1673.54 1002.63 670.912 163.078 internal_count=734512 222684 511828 118751 97300 24586 72714 103933 22961 21451 8372 50729 118723 87918 32092 5202 13079 3535 663 2872 21985 1625 30805 4346 468 9544 9246 5800 3446 841 is_linear=0 shrinkage=0.01 Tree=450 num_leaves=31 num_cat=0 split_feature=5 1 4 0 2 0 0 2 0 1 1 1 4 2 1 1 1 3 1 5 1 2 2 1 1 2 1 2 1 3 split_gain=116.628 52.5512 61.7118 41.8255 38.2636 57.1289 48.2576 36.0417 31.5518 27.673 25.7668 25.0661 24.9648 23.5616 23.2203 23.1036 27.3772 19.6958 22.2274 19.6838 20.5279 18.3481 21.2397 18.2448 26.4389 24.9697 15.9092 15.6887 19.687 15.478 threshold=2.5000000000000004 -371.49999999999994 19.500000000000004 1.0000000180025095e-35 0.031331806282722509 1.0000000180025095e-35 1.0000000180025095e-35 0.98728813559322048 1.0000000180025095e-35 -339.49999999999994 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87671 82962 1770 9393 5239 4709 is_linear=0 shrinkage=0.01 Tree=451 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 1 10 10 11 10 10 11 1 10 10 5 2 10 1 1 5 6 2 5 11 10 10 6 6 1 split_gain=2998.09 1515.19 165.496 156.657 103.252 66.4603 91.6427 62.6526 53.6557 52.7503 47.9532 46.3211 36.1109 32.445 30.9289 30.7826 28.307 27.0928 66.4419 81.4683 35.3024 26.4936 62.9908 59.5551 52.7468 25.1788 22.5301 22.3586 20.789 24.4013 threshold=0.00022912561689730003 0.99962311983108532 5.0644175644265496e-06 0.254873737692833 -390.49999999999994 -3.4999999999999996 5.7250000000000005 3.9950000000000006 0.99998801946640026 4.9450000000000012 4.0250000000000012 0.92614999413490307 -348.49999999999994 2.5250000000000004 5.8950000000000005 1.5000000000000002 0.66751700680272119 6.1150000000000011 -59.499999999999993 -53.499999999999993 3.5000000000000004 37.500000000000007 0.63582887700534763 1.5000000000000002 2.4603448764537464e-05 7.2950000000000008 1.8250000000000004 144.50000000000003 26.500000000000004 -63.499999999999993 decision_type=2 2 2 2 10 8 8 10 2 10 10 2 10 10 10 10 2 10 10 10 10 2 2 10 2 10 10 2 2 8 left_child=2 3 -1 4 7 11 9 26 -3 -7 -6 13 -4 16 -14 -12 -5 -13 20 -20 27 -16 -23 24 -24 -9 -2 -19 -22 -30 right_child=1 8 12 5 10 6 -8 25 -10 -11 15 17 14 -15 21 -17 -18 18 19 -21 28 22 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0091968243440214252 0.0017239018880438311 0.0065412988267581663 -0.0075781410257537117 -0.00023573853368518631 -0.00099044404567513516 -0.00028448939155684377 0.0058897001322024758 -0.0068818494154731817 0.010064246581642802 -0.0065416035711981929 0.0016973630338806256 0.0052801180658062653 -0.0047291686792062726 0.0022720242134239197 -0.0024416579650738128 -0.00054998236952827383 -0.010166174449090298 0.0072996410421627021 -0.019508875774551723 0.0013447338647441499 0.0022415355669797399 0.0039531228171716783 0.21086360388929856 0.012409971177023263 0.061930048048149972 0.014833122650080188 -0.0025809419278653299 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18.1856 threshold=0.00022912561689730003 0.99962311983108532 5.0644175644265496e-06 0.12629276514053342 -390.49999999999994 -8.4999999999999982 6.4350000000000014 3.1750000000000003 0.92614999413490307 0.99998801946640026 4.0250000000000012 4.9450000000000012 -348.49999999999994 2.5250000000000004 -78.499999999999986 5.3550000000000013 450.50000000000006 1.5000000000000002 5.5050000000000008 8.2700000000000014 6.1150000000000011 -57.499999999999993 -53.499999999999993 3.5000000000000004 2.3750000000000004 -8.4999999999999982 416.50000000000006 0.37529342723004699 2.5000000000000004 0.27320574162679429 decision_type=2 2 2 2 10 8 8 10 2 2 10 10 10 10 10 10 2 10 10 8 10 10 10 10 10 10 2 2 10 2 left_child=2 3 -1 4 7 8 11 -2 13 -3 28 -7 24 14 27 -14 20 29 25 -9 -10 23 -23 -22 -4 -13 -15 -5 -6 -12 right_child=1 9 12 5 10 6 -8 19 16 -11 17 18 15 26 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0091880256517254105 -0.00078254800088678152 0.0065126682753693281 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54.422284003347158 2.8951767720282069 207.18066132813692 28.146392658352852 50.298790749162436 49.681691538542509 368.71700916998088 4.8498582988977423 33.986023120582104 55.657144211232662 81.821646749041975 1236.1263253130019 leaf_count=393105 2519 13332 528 267 19822 7726 4303 16203 8014 90601 4435 1639 65793 12453 1137 22125 92 15020 378 28 2181 121 467 503 30277 23 186 305 1397 19532 internal_value=0 0.00229563 -0.00757173 0.000642082 -0.000625578 0.00179792 -0.000220791 -0.00378479 0.00246899 0.00927427 -2.85254e-05 -0.00136218 -0.00498232 0.00172365 -0.00146509 -0.00406495 0.00430747 0.000826922 -0.00512954 -0.00621037 0.00450418 0.00234407 -0.00557867 0.00476366 -0.00755716 -0.00710293 0.00208702 -0.00628609 -0.00116684 0.00153427 internal_weight=0 13016.3 3961.35 10523 5018.71 5504.24 1373.25 797.716 4131 2493.35 4221 1161.43 1522.38 2939.35 300.683 1122.47 1191.64 2409.92 220.252 441.234 1171.66 335.308 78.4452 256.862 399.917 165.83 2638.67 104.076 1811.07 1654.47 internal_count=734512 222684 511828 118751 78956 39795 14069 18750 25726 103933 60206 9766 118723 14348 1709 87918 11378 38987 2040 16231 11286 3272 588 2684 30805 1662 12639 572 21219 23967 is_linear=0 shrinkage=0.01 Tree=453 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 10 10 11 10 1 10 5 1 10 4 2 2 10 1 1 5 10 1 10 10 5 1 10 1 2 split_gain=2916.51 1488.91 166.071 151.873 119.494 68.8531 67.1545 54.3592 49.0943 46.7786 80.1213 42.0206 35.8195 30.3554 28.4983 32.2064 27.7314 25.969 68.8508 85.5173 39.8972 22.2892 20.8161 29.9215 37.3785 22.6689 21.9379 20.7986 19.9969 24.6078 threshold=0.00022912561689730003 0.99962311983108532 5.0644175644265496e-06 0.85901859402656566 -390.49999999999994 6.5450000000000008 3.4950000000000006 0.99998801946640026 4.9150000000000009 -364.49999999999994 2.3750000000000004 1.5000000000000002 -348.49999999999994 5.3550000000000013 19.500000000000004 0.72771403353927633 1.0000000180025095e-35 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 6.6150000000000011 -89.499999999999986 2.7550000000000003 2.5250000000000004 2.5000000000000004 -90.499999999999986 2.3750000000000004 -253.49999999999997 0.05298245614035086 decision_type=2 2 2 2 10 8 10 2 10 10 10 10 10 10 8 2 2 10 10 10 10 8 10 8 10 10 10 10 10 2 left_child=2 3 -1 4 5 8 22 -3 -2 10 -5 14 27 -14 15 16 -8 -11 20 -20 -19 -7 23 24 -6 -24 -25 -4 -18 -30 right_child=1 7 12 9 6 21 11 -9 -10 17 -12 -13 13 -15 -16 -17 28 18 19 -21 -22 -23 25 26 -26 -27 -28 -29 29 -31 leaf_value=-0.0091791678171283496 -0.0023069205226211556 0.0064840340420633307 0.00029951786600985677 0.0067597690501942477 -0.0036135176812981478 0.033283402390092177 -0.0045730497207030381 0.010053019523202351 -0.0069589459462532808 0.0048082990873466475 -0.0011844986928463972 -0.0001748717786099821 -0.0049526042353462904 -0.0010647407146297222 0.0022991046601571019 -0.0093658549885775287 0.0064644451477303497 0.0067379381415668162 -0.019303783116039266 0.0010664508578179185 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internal_value=0 0.00227797 -0.00755207 0.000636173 2.9053e-05 -0.00251833 0.000589029 0.00926121 -0.00333641 0.0030153 0.000828426 0.00128013 -0.00495637 -0.00404015 0.00190608 -0.000341598 0.000401702 0.00401596 0.00178115 -0.0057217 0.00417172 0.003057 -0.000825961 -0.00269601 0.0013 -0.000331989 -0.00428623 -0.00753672 0.00165833 0.000483461 internal_weight=0 12986.5 3932.11 10514.5 8376.84 1509.59 6867.26 2472.01 1316.42 2137.65 671.07 4613.82 1515.1 1118.09 3225.98 480.139 443.601 1466.58 383.868 92.7548 291.114 193.161 2253.44 470.866 134.041 1782.57 336.825 397.008 354.144 284.578 internal_count=734512 222684 511828 118751 97300 24586 72714 103933 22961 21451 8372 52665 118723 87918 33514 5272 4888 13079 3535 663 2872 1625 20049 4205 1146 15844 3059 30805 4143 3371 is_linear=0 shrinkage=0.01 Tree=454 num_leaves=31 num_cat=0 split_feature=10 1 10 6 10 1 10 3 1 4 10 5 10 1 10 10 5 2 10 10 10 6 1 3 1 10 5 2 3 2 split_gain=420.956 193.32 59.1282 57.0539 77.3085 51.8843 85.3999 45.9086 45.4274 37.4205 57.5023 41.6794 36.8095 34.1861 31.5384 59.4284 47.8676 32.1776 30.7782 30.057 27.5306 26.9741 26.7176 32.8637 23.8311 29.52 25.3003 43.687 21.8814 28.8932 threshold=2.6550000000000007 -361.49999999999994 2.6550000000000007 53.500000000000007 3.6350000000000002 -37.499999999999993 4.3750000000000009 0.9740215924426453 -21.499999999999996 27.500000000000004 5.2150000000000007 1.5000000000000002 2.5250000000000004 -8.4999999999999982 4.995000000000001 5.5050000000000008 2.5000000000000004 0.59397644927536242 2.5650000000000004 5.4850000000000012 4.9850000000000012 4.5000000000000009 -64.499999999999986 0.86696165191740426 -13.499999999999998 4.955000000000001 5.5000000000000009 0.66751700680272119 0.76220238095238102 0.72771403353927633 decision_type=10 10 8 2 10 8 10 2 8 8 10 10 8 8 10 10 10 2 8 10 10 2 10 2 8 10 10 2 2 2 left_child=1 2 -1 5 8 9 -7 24 -5 10 -2 -11 -3 -8 17 -16 -17 20 -14 21 -15 -13 23 28 -6 -26 -27 -28 29 -20 right_child=3 12 -4 4 7 6 13 -9 -10 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3246.59 2021.87 528.245 7464.75 1907.03 5557.72 2044.69 1730.42 1227.39 713.189 299.037 514.203 1436.71 1861.03 406.412 1249.15 1348.58 833.422 1866.71 332.896 182.904 3.97631 747.147 686.95 internal_count=734512 103144 65206 631368 200207 431161 133431 184316 15891 297730 100265 197465 37938 96015 73975 53212 25373 20763 26645 85811 14667 62561 25667 15459 179402 31838 24486 139 13634 12228 is_linear=0 shrinkage=0.01 Tree=455 num_leaves=31 num_cat=0 split_feature=6 6 6 9 6 0 6 9 27 8 28 6 18 6 6 34 0 16 6 6 0 6 18 6 6 6 6 6 6 28 split_gain=125.278 28.3801 16.1166 13.9928 13.2269 39.8994 12.4723 10.8206 9.39697 9.18435 8.59997 5.69717 8.7065 6.81949 6.66873 5.18712 5.16737 4.81411 4.78417 6.9219 5.59419 13.5379 5.20713 4.56977 16.7568 7.73173 5.24787 4.19877 8.31475 7.76941 threshold=1.5000000000000002 53.500000000000007 416.50000000000006 11406.500000000002 1.0000000180025095e-35 1.0000000180025095e-35 77.500000000000014 6164.5000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 107.50000000000001 1.0000000180025095e-35 211.50000000000003 207.50000000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 289.50000000000006 340.50000000000006 1.0000000180025095e-35 356.50000000000006 1.0000000180025095e-35 9.5000000000000018 18.500000000000004 20.500000000000004 8.5000000000000018 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 decision_type=2 2 2 8 2 2 2 8 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 7 6 -1 9 15 -3 -2 16 -5 -4 12 17 14 -13 -6 27 -8 -15 22 -21 -22 -20 26 -25 -26 -18 28 29 -9 right_child=1 2 10 4 5 -7 11 8 -10 -11 -12 13 -14 18 -16 -17 23 -19 19 20 21 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.013468719341177209 0.028898026246090534 -0.002787263765114623 -0.0035431760407256103 0.00062741076533802799 -0.00028015148879639124 0.0028157468068353026 -0.00038544826147870505 -0.0010950888655201899 -0.010218283568645528 0.0097019853782169471 -0.010587859974102123 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233399 38249 21901 is_linear=0 shrinkage=0.01 Tree=456 num_leaves=31 num_cat=0 split_feature=10 5 10 10 10 10 0 3 10 3 3 3 3 0 3 18 3 0 3 3 3 3 5 5 3 3 10 3 40 10 split_gain=412.133 50.2321 40.8675 38.4689 57.2874 49.4033 34.7419 25.1023 24.6943 21.7621 42.0751 28.5642 26.5621 26.9164 30.8556 38.1036 37.6801 21.7687 18.0885 48.45 40.8614 19.7578 17.9551 17.9271 16.7966 16.752 18.0282 23.9247 15.6088 15.4262 threshold=2.6550000000000007 2.5000000000000004 2.5250000000000004 4.3750000000000009 5.4750000000000005 9.8950000000000014 1.0000000180025095e-35 1.0000000180025095e-35 5.3050000000000006 0.50117370892018787 0.59585213840533002 0.48492424242424242 0.39484741264927026 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.31287650602409645 1.0000000180025095e-35 0.68703358208955234 0.85323593936976472 0.66536458333333337 0.62453007518796999 1.5000000000000002 1.5000000000000002 0.95867486338797814 0.41213235294117651 2.5250000000000004 0.25018968133535663 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533.75913458946161 183.70740661257878 200.17458732612431 2393.751044863835 25.613366537261754 7.2777705648914006 8.9007610077969748 10.191107510589061 51.856662397272885 341.31714016431943 8.4652131423354131 660.49475661129691 228.16372557473369 1359.9049701320473 979.87509602028877 57.705274490639567 111.92977392720059 0.3859886908903708 14.615701986476777 1041.6111132763326 659.44713451806456 leaf_count=59397 12538 34012 62057 67011 25540 13695 21838 560 2100 23656 6844 24357 125880 1360 120 347 96 1659 7942 178 15637 11956 96499 72271 2374 3355 6 454 27918 12855 internal_value=0 0.000845101 -0.000837075 0.000195407 0.00194185 -0.00116251 0.00298998 0.00104157 0.00101569 -0.00107252 0.00195934 -0.00122505 -0.000818194 -0.000289008 -0.000574062 0.00658717 0.0018162 0.000615632 -0.00165955 0.00061114 0.00122066 -0.000328424 -0.00185624 -0.00107561 0.00193651 -0.000419782 -0.00044658 0.0013772 0.000585999 0.00124137 internal_weight=0 8276.89 8484.02 5197.81 3079.08 7216.44 1422.72 1656.37 1267.58 7067.01 910.287 6481.4 3941.06 2419.36 210.077 26.3696 19.0919 585.616 1521.69 4360 1235.11 390.366 2540.34 1180.44 844.746 184.251 980.261 126.545 4351.54 1701.06 internal_count=734512 256716 477796 141974 114742 429382 54785 59957 48414 415687 32947 390372 197239 127240 7407 563 443 25315 69999 107962 46314 24494 193133 96634 21820 6183 72277 3809 107784 40773 is_linear=0 shrinkage=0.01 Tree=460 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 11 6 5 5 6 2 11 3 18 2 6 5 11 3 5 2 2 2 3 0 3 5 5 split_gain=2814.96 1454.44 168.155 166.584 57.8975 31.7991 20.1384 19.7544 27.6528 16.4596 16.3872 16.156 15.9253 15.1474 13.7819 15.674 14.1743 13.6604 15.3253 15.5511 13.1847 12.1024 16.8206 17.4238 20.1313 11.5772 10.7699 10.0372 11.2151 12.4202 threshold=0.00022912561689730003 0.99981766939163219 0.85901859402656566 5.0644175644265496e-06 0.017575767822563603 0.99998801946640026 3.4519272958277731e-05 0.98303884267807018 369.50000000000006 3.5000000000000004 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shrinkage=0.01 Tree=461 num_leaves=31 num_cat=0 split_feature=10 1 10 6 10 1 10 3 1 10 1 10 10 5 2 10 5 10 10 10 1 1 1 1 1 3 1 10 5 2 split_gain=384.31 188.305 58.277 52.2698 73.3358 52.3736 79.6863 44.1748 43.7974 34.7544 33.9107 30.5792 58.2725 46.3013 31.242 30.1579 29.5113 26.5385 25.8407 26.4927 31.0384 28.4149 26.3714 26.0006 25.6766 31.924 23.8392 29.0985 24.6457 39.7511 threshold=2.6550000000000007 -361.49999999999994 2.6550000000000007 53.500000000000007 3.6350000000000002 -37.499999999999993 4.3750000000000009 0.9740215924426453 -21.499999999999996 2.5250000000000004 -8.4999999999999982 4.995000000000001 5.5050000000000008 2.5000000000000004 0.59397644927536242 2.5650000000000004 2.5000000000000004 4.9850000000000012 9.8950000000000014 5.2350000000000012 -287.49999999999994 -64.499999999999986 -283.49999999999994 -330.49999999999994 -64.499999999999986 0.86696165191740426 -13.499999999999998 4.955000000000001 5.5000000000000009 0.66751700680272119 decision_type=10 10 8 2 10 8 10 2 8 8 8 10 10 10 2 8 10 10 10 10 10 10 10 10 10 2 8 10 10 2 left_child=1 2 -1 5 8 16 -7 26 -5 -3 -8 14 -13 -14 17 -11 18 -12 19 21 23 -2 -22 -21 25 -17 -6 -28 -29 -30 right_child=3 9 -4 4 7 6 10 -9 -10 15 11 12 13 -15 -16 24 -18 -19 -20 20 22 -23 -24 -25 -26 -27 27 28 29 -31 leaf_value=0.003730621614505842 -0.00082763124724950245 -0.0010902981042379132 0.0076498588131150569 -0.0012394843515117111 -0.0028680513595447854 0.00012417967766258379 -0.00084014332416947599 0.0021717681342410112 0.004611633711685735 0.0074522411568561974 -0.0016613575640955088 -0.007742254885682121 -0.004573189487888968 0.003983914058362078 -0.0068975139912224506 -0.0003577049915520355 -0.0015855739102125031 0.0068256893352303949 -0.007063974221387841 0.00041050616804457775 -0.010255924817320817 0.00095894160806391199 0.00077962184545091878 0.0061895915581274196 0.0031612268689326152 0.0060988360238526974 -0.0025735291756459073 -0.0091378106763884189 -0.0071495481728324345 0.058615482725248837 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internal_count=734512 222684 511828 121485 97300 72714 24586 24185 9441 22961 52665 118723 101199 87918 14744 4147 752 3395 10597 1625 30805 20049 4205 1146 15844 3059 33514 4993 2352 1795 is_linear=0 shrinkage=0.01 Tree=463 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 10 10 1 10 5 10 11 4 3 11 5 10 6 1 1 3 10 1 10 10 1 3 5 11 5 split_gain=2732.32 1440.09 166.503 147.107 118.304 69.4819 61.9368 49.6696 87.3761 40.1283 36.2018 32.2533 26.5337 40.5839 25.3937 25.5262 50.7771 24.9858 23.6384 23.0463 21.0852 20.4769 20.249 29.7087 35.1163 20.885 20.5052 19.7047 18.3387 21.0491 threshold=0.00018196884047935001 0.99981766939163219 0.85901859402656566 3.9827746149967433e-06 -390.49999999999994 3.4950000000000006 3.2650000000000001 -3.4999999999999996 2.9850000000000008 1.5000000000000002 5.4850000000000012 0.99998801946640026 19.500000000000004 0.27320574162679429 0.12629276514053342 5.5000000000000009 5.955000000000001 158.50000000000003 -81.499999999999986 -351.49999999999994 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32.4807 31.1766 23.848 23.6273 28.1837 22.1217 21.4294 18.3297 18.7053 18.207 23.3383 17.6956 15.6069 15.2949 14.3948 15.8816 13.7942 13.1335 12.7752 12.408 12.2879 16.2183 11.4675 10.6161 13.355 threshold=0.00014531796477960005 0.99981766939163219 0.85901859402656566 3.9827746149967433e-06 0.007890905253589103 0.99998801946640026 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 0.67455869991594286 165.50000000000003 0.99188911914825451 3.5000000000000004 43.500000000000007 1.0000000180025095e-35 369.50000000000006 0.44487847222222227 2.5000000000000004 0.38307814674885665 1.0000000180025095e-35 0.44405320813771521 8.9378974621467943e-07 1.5000000000000002 0.84248120300751894 60.500000000000007 1.0000000180025095e-35 0.35493414773811799 decision_type=2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 10 2 2 2 2 8 2 2 2 2 10 2 2 2 2 left_child=3 2 4 24 6 -3 -2 17 22 -10 12 -5 13 -11 -9 18 -12 19 -16 23 -21 -20 28 -4 -1 -8 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2208.69 2475.08 2248.48 6086.76 4323.73 2668.61 1343.3 1955.36 1741.07 1337.4 523.886 713.255 911.08 474.207 883.381 443.193 10.8546 1763.03 440.189 2212.22 1931.85 548.157 218.494 1726.63 177.869 internal_count=734512 233054 131855 501458 107670 101199 65707 24185 41963 25381 16497 118831 11188 9962 13058 6968 5309 11127 6331 10889 5935 64 16582 4954 382627 45776 16173 1945 16381 1161 is_linear=0 shrinkage=0.01 Tree=465 num_leaves=31 num_cat=0 split_feature=10 47 10 5 10 10 47 10 10 10 38 2 3 10 2 3 3 3 28 5 10 3 3 10 2 2 10 3 24 10 split_gain=360.513 147.238 45.2949 45.1325 38.2012 32.956 84.3724 46.9659 50.8188 45.9749 41.9157 27.9049 28.7817 27.2214 23.8991 22.7759 38.4638 25.2147 21.2089 20.5104 20.3506 24.2262 19.0132 18.6114 47.4835 32.7474 25.6415 25.002 18.5087 19.089 threshold=2.6550000000000007 1.0000000180025095e-35 2.6550000000000007 2.5000000000000004 2.5250000000000004 4.3750000000000009 1.0000000180025095e-35 9.8950000000000014 5.4750000000000005 7.5550000000000006 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76.3147 2596.51 1632.48 964.027 213.998 72.8688 64.6128 92.2801 internal_count=734512 140812 593700 514981 219421 169513 32155 295560 285976 23267 52571 233405 89988 146246 59995 78719 4913 2872 141333 25108 6518 18590 4933 143417 90390 53027 13824 4804 4407 5026 is_linear=0 shrinkage=0.01 Tree=468 num_leaves=31 num_cat=0 split_feature=11 11 11 11 10 11 11 10 11 2 10 47 10 18 47 47 4 10 10 10 10 10 10 10 47 4 10 10 10 10 split_gain=2648.18 1423.77 164.669 128.85 50.901 47.8778 42.6286 34.2751 32.73 28.9297 28.6087 36.9805 23.5124 22.7457 22.0984 21.23 29.168 26.5955 20.9457 18.2006 17.3757 17.2473 17.1374 29.5316 16.5292 15.3534 14.7544 13.7429 13.6422 14.3663 threshold=0.00014531796477960005 0.99981766939163219 0.49114476144313818 3.9827746149967433e-06 5.4450000000000012 0.0048335506580769504 0.98303884267807018 5.995000000000001 0.99998801946640026 0.77525510204081638 2.6550000000000007 1.0000000180025095e-35 6.1150000000000011 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 21.500000000000004 2.5250000000000004 2.5650000000000004 4.0250000000000012 3.1550000000000007 2.4250000000000003 6.4350000000000014 5.8750000000000009 1.0000000180025095e-35 21.500000000000004 2.3750000000000004 1.3650000000000004 9.0500000000000025 6.1150000000000011 decision_type=2 2 2 2 10 2 2 10 2 2 10 2 10 2 2 2 8 10 10 8 8 10 10 10 2 10 10 10 10 10 left_child=3 2 4 -1 5 14 20 24 -3 -6 -8 22 -13 -9 21 27 -17 -18 -19 -16 -4 -2 23 -12 26 -21 -5 -7 29 -22 right_child=1 8 6 7 9 15 10 13 -10 -11 11 12 -14 -15 19 16 17 18 -20 25 28 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0091930422116007493 0.00025503487821567841 0.0068135033228017552 -0.00021943640388303494 -0.0014943185850160481 0.0020504758363857189 0.001380941486906443 0.0070358584923847023 -0.0015369078265726865 0.010016744817580856 -0.0032668120214111602 0.00034986478536533486 0.0063756976852255764 0.0022224893456494177 0.017628836200734389 -0.0029859488714373945 -0.0029255468120572632 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507 12636 2011 2611 189 14908 2869 11094 14999 387 50 68869 19071 35752 12643 228 1502 internal_value=0 0.00208089 0.000591444 -0.00769815 -0.000295628 -0.000680705 0.00231123 -0.0052498 0.00944736 0.00156064 0.00389221 0.00311084 0.00470893 -0.00069107 -0.00208003 -0.000100548 0.000359952 0.000661575 0.00114676 -0.00145727 0.00157713 -0.00413299 0.000630158 -0.000173841 -0.00581315 -0.000559498 -0.00740817 -0.00120637 0.00196271 0.00184268 internal_weight=0 12976.4 10794 3520.49 7120.94 5897.52 3673.02 1334.62 2182.46 1223.42 1164.68 932.827 567.339 146.787 1728.48 4169.05 2943.34 2695.85 2176.5 1326.18 2508.33 402.293 365.487 321.206 1187.84 835.501 419.99 1225.71 2065.12 2021.04 internal_count=734512 233054 131855 501458 99861 83726 31994 118831 101199 16135 16116 9403 6250 13132 50294 33432 19719 17708 15097 34576 15878 15718 3153 2766 105699 21940 36830 13713 12824 12596 is_linear=0 shrinkage=0.01 Tree=469 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 1 11 11 1 11 6 11 5 4 2 2 2 4 6 5 2 5 2 1 6 1 6 1 11 11 split_gain=2612.32 1411.4 161.821 129.119 115.809 51.6865 46.9677 32.9565 30.0885 29.7734 29.253 26.5227 24.1367 19.4744 25.3695 20.3227 18.5723 15.6067 14.7773 16.3319 15.7545 14.6436 14.2254 41.8012 19.0532 28.2749 13.7713 17.2411 13.0149 12.629 threshold=0.00014531796477960005 0.99981766939163219 0.76014459133148204 3.9827746149967433e-06 -390.49999999999994 -3.4999999999999996 0.0061350197065621007 0.99998801946640026 -348.49999999999994 0.010294413659721552 423.50000000000006 0.99188911914825451 3.5000000000000004 19.500000000000004 0.72771403353927633 1.0000000180025095e-35 0.87596153846153857 42.000000000000007 191.50000000000003 5.5000000000000009 0.031331806282722509 1.5000000000000002 0.84248120300751894 -62.499999999999993 38.500000000000007 -214.49999999999997 1.5000000000000002 -129.49999999999997 0.98303884267807018 8.9378974621467943e-07 decision_type=2 2 2 2 10 8 2 2 10 2 2 2 10 8 2 2 2 8 2 8 2 10 2 10 2 10 2 10 2 2 left_child=3 2 4 29 9 10 21 -3 -5 -2 11 -4 -13 14 15 -8 28 -15 19 -11 -20 -6 -23 24 -24 -26 -14 -28 -7 -1 right_child=1 7 5 8 6 16 13 -9 -10 18 -12 12 26 17 -16 -17 -18 -19 20 -21 -22 22 23 -25 25 -27 27 -29 -30 -31 leaf_value=-0.0096216121728515663 -0.0051450085670539727 0.0067861864621784089 0.0029542778390376145 -0.0076963156369821229 -0.00033799114639877786 -0.0011999371679043138 -0.0040779747212299532 0.010011138737600091 -0.0043074431332969301 -0.0022733213404674156 -0.0057090770950004232 0.0061862459650531155 0.0048896198614988874 0.0011771812522479571 -0.0070120856700956634 0.001053253290934506 0.0061008746538264704 0.020372293365879503 0.027967009157945796 0.0081568955840382248 0.0021855293112089452 -0.0026453221581133769 -0.0042851491923931988 0.028703474681486547 0.0011697559524919655 0.09815759864835609 -0.019092837377157106 -0.0011729841727625794 0.0014797077417226673 -0.0078510859429477206 leaf_weight=1631.1549507887103 371.41605510888621 385.61862395238131 1278.5385523103178 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0.68703358208955234 0.85323593936976472 0.66536458333333337 0.62453007518796999 0.42689778021375718 2.5250000000000004 0.25018968133535663 0.16749174917491746 1.0000000180025095e-35 1.0000000180025095e-35 0.99938118811881205 0.69268849961919277 0.49441323345817728 1.0000000180025095e-35 1.0000000180025095e-35 2.2150000000000003 5.3950000000000005 0.49441323345817728 0.50117370892018787 0.25018968133535663 0.83402203856749324 0.50952467343976793 0.66536458333333337 decision_type=10 8 10 10 10 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 10 10 2 2 2 2 2 2 left_child=1 22 21 6 -5 7 14 9 -9 10 11 12 -3 -14 15 20 17 23 19 -18 -4 24 -1 -16 26 -26 -2 -27 -21 -30 right_child=2 5 3 4 -6 -7 -8 8 -10 -11 -12 -13 13 -15 16 -17 18 -19 -20 28 -22 -23 -24 -25 25 27 -28 -29 29 -31 leaf_value=0.002117178726781333 0.00035586212623629608 0.0014523306953495385 0.0010370876951224703 6.4191628236802799e-05 -0.0044694735027530153 0.0051200596812698449 0.0044518009293541541 -0.002583491936036898 0.0048361877479102394 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13429 11390 118561 35845 238486 118277 72103 46174 58332 9516 4112 is_linear=0 shrinkage=0.01 Tree=471 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 1 11 11 1 6 11 5 11 5 5 6 1 3 3 3 3 6 5 3 11 11 11 3 6 3 split_gain=2572.55 1397.27 159.29 129.388 94.3403 71.7346 60.677 33.2039 29.9782 23.7447 23.1949 21.6596 21.4531 18.6626 18.6344 30.1727 20.503 17.4327 16.2097 25.7271 15.5186 15.3202 14.9016 13.3005 12.7277 12.7227 12.405 12.3068 11.24 17.9106 threshold=0.00014531796477960005 0.99981766939163219 0.12629276514053342 3.9827746149967433e-06 -390.49999999999994 -8.4999999999999982 0.96394401788711548 0.99998801946640026 -348.49999999999994 369.50000000000006 0.0025646678404882004 5.5000000000000009 0.98303884267807018 7.5000000000000009 3.5000000000000004 28.500000000000004 -63.499999999999993 0.31287650602409645 0.30032679738562096 0.45416348357524833 0.73368794326241138 416.50000000000006 4.5000000000000009 0.84654631083202525 0.99188911914825451 8.9378974621467943e-07 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342.792 62.2876 1168.55 internal_count=734512 233054 131855 501458 107670 80852 26818 24185 9441 118831 101199 58635 8522 8172 14744 4147 752 3395 2226 50113 10597 18646 1191 18573 22217 4571 1226 3345 493 105699 is_linear=0 shrinkage=0.01 Tree=473 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 10 10 1 10 11 10 11 4 10 5 2 6 2 6 1 10 11 11 6 2 6 10 5 10 2 split_gain=2503.22 1372.87 154.002 129.905 107.445 59.1756 57.7307 52.5801 85.4504 37.9579 33.9838 33.6543 29.3375 26.8766 26.6393 22.7568 22.1658 66.7964 47.2672 29.2351 21.8025 21.6519 21.0496 20.9257 20.4389 21.1024 20.2542 22.6161 20.9887 38.3709 threshold=0.00014531796477960005 0.99981766939163219 0.49114476144313818 3.9827746149967433e-06 -390.49999999999994 3.9350000000000005 3.1250000000000004 -8.4999999999999982 1.3650000000000004 0.99188911914825451 5.995000000000001 0.99998801946640026 19.500000000000004 3.9350000000000005 3.5000000000000004 0.68772163120567387 87.500000000000014 0.65419580419580436 103.50000000000001 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34.2126 53.3982 36.3002 32.5158 31.6069 28.6223 28.0204 56.1353 43.1902 29.3419 25.8237 24.4612 23.8957 27.1343 28.446 58.5223 31.0711 30.903 65.4695 46.6206 28.0659 threshold=2.6550000000000007 -361.49999999999994 2.6550000000000007 53.500000000000007 3.6350000000000002 -37.499999999999993 4.3750000000000009 -21.499999999999996 0.025978407557354904 27.500000000000004 5.2150000000000007 1.5000000000000002 -8.4999999999999982 2.5250000000000004 2.5650000000000004 4.995000000000001 5.5050000000000008 2.5000000000000004 0.59397644927536242 5.4850000000000012 4.5000000000000009 -64.499999999999986 0.72771403353927633 36.500000000000007 -65.499999999999986 -65.499999999999986 0.3322510822510823 0.12560679611650488 0.34794619264953158 15.500000000000002 decision_type=10 10 8 2 10 8 10 8 2 8 10 10 8 8 8 10 10 10 2 10 2 10 2 2 10 10 2 2 2 2 left_child=1 2 -1 5 7 9 -7 -5 -6 10 -2 -11 -8 -3 -15 18 -17 -18 -14 20 -13 22 23 25 -25 -16 27 -27 29 -28 right_child=3 13 -4 4 8 6 12 -9 -10 11 -12 19 15 14 21 16 17 -19 -20 -21 -22 -23 -24 24 -26 26 28 -29 -30 -31 leaf_value=0.0035169774774987117 -0.0035352196068766041 -0.0011328767602263538 0.0074576101060110965 -0.0011930313329683456 0.0015613600630595553 5.448152224826883e-05 -0.00076169604955058235 0.0045550742917399275 -0.0032181188821372476 0.00099129774354593287 6.2583618396335692e-05 -0.00067111462991617315 -0.00075507287134845972 0.0071948057924458644 0.0011125987956541745 -0.0076403606485929724 -0.0044112222904203998 0.004044468660147911 -0.0068081100188884724 0.00095989237005911449 -0.0038024146186932716 0.0029792197402434394 -0.002806649309975387 0.0054438545184255028 -0.0096096957688809014 0.01439501294155314 -0.0056930078809083818 -0.0086642264535287377 -0.00093623368079132519 0.024940183456105602 leaf_weight=771.23506234027445 626.04938513832167 593.82338044093922 669.77740959450603 295.98220798512921 168.84482727991417 1458.4704594854265 488.79768245154992 213.58644530642778 1758.2692684752401 3625.0568835258018 1209.5263240830973 852.84759449400008 385.29935179301538 86.466985130682588 389.33607264515013 386.73926659184508 193.25311002903618 87.874906892655417 101.09564386424609 594.34368918044493 352.62727435678244 496.82403242681175 219.67751399613917 44.125253970269114 62.269900783896446 23.279779326170683 3.399562610313299 26.135603907518089 14.227418432012199 24.877193093299866 leaf_count=27835 34171 11293 37371 10843 5277 37416 22040 5048 179039 111654 66094 35532 14667 978 7800 27839 20513 4860 6096 23250 27029 10208 3618 1044 1757 299 46 426 208 261 internal_value=0 0.00271256 0.00534857 -0.000733324 -0.00195959 -0.000444959 -0.00152311 0.0012163 -0.00279936 1.56048e-05 -0.0011645 0.000414908 -0.00292346 0.000798412 0.00162311 -0.0038389 -0.00516855 -0.00176815 -0.00201318 -0.000746013 -0.00158709 0.0012537 0.00019183 0.00131273 -0.00336654 0.00234722 0.00757658 0.00219907 0.0138285 0.0212573 internal_weight=0 3425.46 1441.01 12798.7 2436.68 10362 3101.53 509.569 1927.11 7260.45 1835.58 5424.88 1643.06 1984.44 1390.62 1154.26 667.867 281.128 486.395 1799.82 1205.47 1304.15 807.328 587.651 106.395 481.256 91.9196 49.4154 42.5042 28.2768 internal_count=734512 103144 65206 631368 200207 431161 133431 15891 184316 297730 100265 197465 96015 37938 26645 73975 53212 25373 20763 85811 62561 25667 15459 11841 2801 9040 1240 725 515 307 is_linear=0 shrinkage=0.01 Tree=475 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 47 11 10 47 10 10 10 2 11 18 38 28 10 10 10 47 10 28 10 10 3 47 10 28 split_gain=2464 1357.77 151.558 130.232 61.5114 34.0061 34.1648 33.8847 33.6539 28.9047 28.7463 27.1882 25.1346 27.9106 22.4758 21.8097 18.8103 18.8872 26.0793 26.7168 18.1724 16.7173 31.8133 22.2725 24.0304 21.482 21.4088 16.4223 16.1749 17.1596 threshold=0.00014531796477960005 0.99981766939163219 0.85901859402656566 3.9827746149967433e-06 0.007890905253589103 8.615000000000002 1.0000000180025095e-35 0.99998801946640026 5.995000000000001 1.0000000180025095e-35 3.6950000000000007 6.1150000000000011 5.2150000000000007 0.74443344878772899 0.99188911914825451 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.2350000000000008 6.4350000000000014 5.8550000000000013 1.0000000180025095e-35 2.5250000000000004 1.0000000180025095e-35 5.1450000000000005 2.6150000000000007 0.54186137071651097 1.0000000180025095e-35 5.5050000000000008 1.0000000180025095e-35 decision_type=2 2 2 2 2 8 2 2 10 2 8 10 10 2 2 2 2 2 10 10 10 2 10 2 8 10 2 2 8 2 left_child=3 2 4 -1 9 6 16 -3 27 28 -11 14 21 -14 -8 -10 17 18 -4 -20 -19 23 26 24 -6 -24 -23 -5 29 -2 right_child=1 7 5 8 12 -7 11 -9 15 10 -12 -13 13 -15 -16 -17 -18 20 19 -21 -22 22 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0091464696624093539 -0.0053237528814648691 0.0066711286151825578 0.0028539243115920376 -0.0073037390325331577 -0.0018621163912695723 0.0064214283172028307 0.0033373270826935995 0.0099880500125981535 -0.0014165312691775845 -0.0028592263980671494 -7.710681505950672e-05 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114.83517115097493 79.421857168897986 leaf_count=382627 14654 10598 3623 36830 10113 6185 4186 90601 12625 11542 34234 3415 9699 849 3211 507 238 530 2321 444 32 1790 423 1274 1943 14684 1188 68869 2613 2664 internal_value=0 0.00199665 0.000564675 -0.00759714 -4.06126e-05 0.00289498 0.00245972 0.00938908 -0.0051126 -0.00137529 -0.000804072 0.00353023 0.000499715 0.0016069 0.00445423 -0.000571382 0.000841397 0.000549216 -1.30423e-05 -0.00136516 0.00498008 0.000125816 0.000541992 -0.000759206 -0.00126602 0.0010345 -0.00155042 -0.00568291 -0.00343397 -0.00434517 internal_weight=0 12826.3 10744.9 3383.21 8529.45 2215.49 1972.08 2081.39 1299.43 2457.96 1924.08 1186.93 6071.49 1532.74 864.65 144.981 785.146 758.131 672.76 457.157 85.3705 4538.75 3087.07 1451.68 1243.49 2498.89 588.187 1154.44 533.876 419.041 internal_count=734512 233054 131855 501458 107670 24185 18000 101199 118831 65707 45776 10812 41963 10548 7397 13132 7188 6950 6388 2765 562 31415 18085 13330 12056 15107 2978 105699 19931 17318 is_linear=0 shrinkage=0.01 Tree=476 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 11 10 10 4 11 10 10 10 5 28 10 4 2 2 11 11 3 2 2 5 28 2 2 10 split_gain=2430.48 1345.79 149.32 130.472 61.1899 44.4238 34.1085 33.3498 32.6172 27.7234 26.6723 24.6044 20.4068 17.9279 15.5018 14.7084 14.4217 14.885 14.3433 13.5172 13.405 13.1927 12.9215 15.3497 11.9938 11.885 11.7345 11.0192 26.0292 10.5988 threshold=0.00014531796477960005 0.99981766939163219 0.12629276514053342 3.9827746149967433e-06 0.96394401788711548 5.4750000000000005 0.99998801946640026 5.995000000000001 8.615000000000002 42.000000000000007 0.0025646678404882004 3.4550000000000005 9.0500000000000025 6.0450000000000008 3.5000000000000004 1.0000000180025095e-35 5.1950000000000012 26.500000000000004 0.90940656565656586 0.77525510204081638 2.8912609195685949e-05 8.9378974621467943e-07 0.31287650602409645 0.65858556175923211 0.81291666666666684 3.5000000000000004 1.0000000180025095e-35 0.95209409064830763 0.52217305801376612 3.9350000000000005 decision_type=2 2 2 2 2 10 2 10 8 8 2 8 10 10 10 2 10 10 2 2 2 2 2 2 2 10 2 2 2 8 left_child=3 2 5 21 11 9 -3 20 14 10 29 27 13 16 -6 25 17 22 -15 -7 -5 -1 -13 -24 -16 -12 -19 28 -4 -2 right_child=1 6 4 7 8 19 -8 -9 -10 -11 15 12 -14 18 24 -17 -18 26 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.009596109183375447 -0.0034163599920218985 0.0066436863005399985 0.00029387395196474103 -0.0066842418884557721 0.0032323534839737316 0.0017888433834908778 0.0099824430806639552 -0.00056605300066361257 0.0074886086257696339 0.032008045518579928 -0.00058210177336743489 -0.0053861576708973445 0.0064693276135659094 -0.00014459104858695397 0.00080906457512258233 0.0026962698893544818 0.0028718078405043784 0.0013188102473201126 -0.0075983125818401224 -0.0024128234583207261 -0.0045203802576501383 -0.0077446348760044992 -0.00086089920981976739 0.0099291726451581561 -0.0079833625015130281 -0.0038130382913271195 0.004958162174142992 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25.5999 20.0136 19.4412 threshold=2.6550000000000007 -361.49999999999994 2.6550000000000007 53.500000000000007 3.6350000000000002 -37.499999999999993 4.3950000000000005 0.98067587752053786 -21.499999999999996 -8.4999999999999982 2.5250000000000004 2.5650000000000004 4.995000000000001 5.5050000000000008 0.59397644927536242 18.500000000000004 0.86696165191740426 -64.499999999999986 -14.499999999999998 4.9650000000000007 -22.499999999999996 5.6250000000000009 0.6072751322751323 4.9850000000000012 -83.499999999999986 32.500000000000007 0.76220238095238102 0.72771403353927633 2.5650000000000004 1.635 decision_type=10 10 8 2 10 8 10 2 8 8 8 8 10 10 2 2 2 10 8 10 10 10 2 10 8 2 2 2 10 10 left_child=1 2 -1 5 8 -2 -7 18 -5 20 29 -12 14 -14 23 -15 17 26 -6 -20 -8 -22 25 -11 -9 -23 27 -13 -29 -3 right_child=3 10 -4 4 7 6 9 24 -10 12 11 16 13 15 -16 -17 -18 -19 19 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0034587441391865387 2.6015736014945389e-05 0.0010854726941104706 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590.651 internal_count=734512 103144 65206 631368 200207 431161 133431 184316 15891 95536 37938 26645 73569 53212 20357 25373 25667 22760 180028 31931 21967 4165 261 14363 4288 158 13634 12228 3618 11293 is_linear=0 shrinkage=0.01 Tree=478 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 47 47 47 47 6 4 3 2 4 11 6 4 6 11 11 3 11 3 4 11 11 11 2 2 split_gain=2392.61 1330.87 146.571 130.761 59.1243 34.3267 28.4701 21.9847 21.1108 20.4807 27.6438 21.2659 18.3131 17.5332 21.7534 16.892 16.9147 15.6588 13.5377 13.2982 12.9558 12.2301 10.5321 10.7335 10.2359 10.0958 9.47731 9.37465 9.27477 14.1763 threshold=0.00014531796477960005 0.99981766939163219 0.85901859402656566 3.9827746149967433e-06 0.007890905253589103 0.99998801946640026 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 23.500000000000004 0.55298573975044574 0.66751700680272119 28.500000000000004 0.99188911914825451 780.50000000000011 23.500000000000004 303.50000000000006 8.9378974621467943e-07 0.063380397856235463 0.11180555555555556 2.4603448764537464e-05 0.8238526179702651 19.500000000000004 0.76014459133148204 0.12629276514053342 0.0021208993857726004 0.73701079622132271 0.68438714235252573 decision_type=2 2 2 2 2 2 2 2 2 2 2 10 2 2 10 2 2 10 2 2 2 2 2 2 8 2 2 2 2 2 left_child=3 2 4 19 6 -3 27 12 -5 17 11 -11 -4 18 -15 -9 -17 28 25 -1 -16 -19 -10 -24 -14 -12 -23 -2 29 -6 right_child=1 5 7 8 9 -7 -8 15 22 10 13 -13 24 14 20 16 -18 21 -20 -21 -22 26 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0095904111439364132 -0.0044198322285675332 0.0066141608838710024 0.0027184026683811707 -0.0068624757484394543 0.0025515474100728753 0.0099763138442536155 -0.00078378800570306161 0.0027750584625902842 -0.0053377032751953804 -0.0031275725093867952 0.0017446296605984144 0.00027612465334539383 0.006101316810133363 -0.006489862334366955 -0.0028456698139531439 0.0052693177722196605 -0.015339214902439469 0.0010299830498521482 -0.0021591641585124465 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5500 5083 163 73 internal_value=0 0.00196327 0.000554837 -0.00755539 -3.98959e-05 0.00936487 -0.00135057 0.0028526 -0.00505652 0.000489543 0.000859216 -0.000157118 0.00164526 0.00148889 -0.000795954 0.00367829 0.00510628 -0.000423353 0.0017766 -0.00912711 0.000484837 -0.000729695 -0.00414719 -0.0031125 -0.00026002 0.0019218 -0.00116868 -0.00339959 0.00249885 0.00337098 internal_weight=0 12766.5 10725.6 3329.36 8520.28 2040.95 2451.46 2205.32 1285.52 6068.83 4319.62 1652.45 895.664 2667.16 298.29 1309.65 507.427 1749.21 2368.87 2043.85 243.514 1583.24 855.007 457.44 322.713 2284.59 1267.13 531.176 165.975 146.09 internal_count=734512 233054 131855 501458 107670 101199 65707 24185 118831 41963 25381 8884 11127 16497 1823 13058 6968 16582 14674 382627 1459 15112 79238 34000 3168 13977 12754 19931 1470 1307 is_linear=0 shrinkage=0.01 Tree=479 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 10 10 1 10 11 10 4 2 10 1 1 10 2 1 4 10 11 11 10 11 1 10 10 1 2 split_gain=2359.99 1319.07 143.97 130.985 109.255 67.3738 56.885 45.5619 78.0317 34.5493 33.171 31.7981 34.025 23.6776 65.3427 91.9177 29.3825 24.1306 28.4482 26.5072 22.9537 20.5351 20.1488 19.7904 19.9745 19.7537 27.2125 32.3898 20.5445 18.9941 threshold=0.00014531796477960005 0.99981766939163219 0.85901859402656566 3.9827746149967433e-06 -390.49999999999994 3.4950000000000006 3.9650000000000003 -3.4999999999999996 2.9850000000000008 0.99998801946640026 5.995000000000001 19.500000000000004 0.72771403353927633 6.1150000000000011 -59.499999999999993 -53.499999999999993 6.1550000000000011 0.89619252873563238 -63.499999999999993 28.500000000000004 1.3650000000000004 0.1800593510270119 0.99188911914825451 7.2950000000000008 0.12629276514053342 -89.499999999999986 2.7550000000000003 2.5250000000000004 -90.499999999999986 0.98728813559322048 decision_type=2 2 2 2 10 10 10 8 10 2 10 8 2 10 10 10 10 2 8 10 10 2 2 10 2 10 8 10 10 2 left_child=3 2 4 -1 6 25 20 13 -9 -3 -5 12 -7 22 16 -16 -15 19 -19 -18 -2 -13 -4 24 -8 26 27 -6 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263.65336664114147 404.73328168690205 1654.0922194970772 144.08063413365744 2616.4422183032148 54.270525781437755 60.600808218121529 31.385115742683411 66.431964136660099 128.46907560527325 13.116849653422831 6.4041864685714271 107.5623052418232 727.83404409140348 1431.2832068279386 378.31416537612677 7.6676607122644773 221.83191828988492 1830.7603174895048 283.43114821240306 37.818650001659989 58.17989912815392 24.115287236869335 leaf_count=382627 1780 10598 5605 105699 733 7879 15754 6816 2625 90601 13132 43504 643 1169 137 615 1023 163 143 897 6392 6609 4992 73 2819 17646 2959 343 386 150 internal_value=0 0.00194753 0.00054966 -0.0075358 -3.95185e-05 0.000485076 -0.00248474 0.00282945 0.00065074 0.00935347 -0.00503065 0.00117135 -0.000867293 0.00377951 0.00173626 -0.00540632 0.00394616 0.00246161 -0.00822347 0.00334532 -0.00101435 0.00150281 0.00453554 -0.00505616 -0.00528282 -0.000914849 -0.00272934 0.00108014 -0.00422959 0.00639254 internal_weight=0 12741.5 10718.4 3304.78 8517.23 7012.73 1504.5 2201.15 668.387 2023.09 1279.24 4705.83 658.102 1532.77 413.97 97.8171 316.153 255.552 19.521 236.031 957.173 4047.73 1118.8 547.33 539.662 2306.9 476.144 134.533 341.611 61.9339 internal_count=734512 233054 131855 501458 107670 80852 26818 24185 9441 101199 118831 58635 8522 14744 4147 752 3395 2226 306 1920 8172 50113 10597 18646 18573 22217 4571 1226 3345 493 is_linear=0 shrinkage=0.01 Tree=480 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 1 11 11 1 4 6 11 11 6 4 2 2 11 47 1 4 2 6 1 1 6 2 1 1 1 split_gain=2327.82 1307.3 141.656 131.202 87.3842 65.5581 56.0906 34.7713 29.9699 25.6472 23.2619 21.1558 19.2963 14.7598 14.3788 14.0251 13.9129 13.51 11.6809 22.2699 17.6781 26.3092 18.8062 17.8319 17.2581 15.7159 11.3573 53.4059 43.4505 25.0319 threshold=0.00014531796477960005 0.99981766939163219 0.12629276514053342 3.9827746149967433e-06 -390.49999999999994 -8.4999999999999982 0.96394401788711548 0.99998801946640026 -348.49999999999994 42.000000000000007 369.50000000000006 0.0025646678404882004 0.98303884267807018 416.50000000000006 19.500000000000004 0.38307814674885665 0.49184758529020828 8.9378974621467943e-07 1.0000000180025095e-35 -88.499999999999986 20.500000000000004 0.58374587458745886 4.5000000000000009 -39.499999999999993 -87.499999999999986 3.5000000000000004 0.98728813559322048 -57.499999999999993 -56.499999999999993 -63.499999999999993 decision_type=2 2 2 2 10 8 2 2 10 8 2 2 2 2 8 2 2 2 2 10 10 2 2 8 10 2 2 10 8 10 left_child=3 2 4 17 -2 6 13 -3 -5 11 26 -6 14 18 -7 -12 -14 -1 25 -20 21 22 24 -23 -21 -4 -8 29 -29 -28 right_child=1 7 5 8 9 12 10 -9 -10 -11 15 -13 16 -15 -16 -17 -18 -19 19 20 -22 23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.0095803551343226698 -0.0036792628737489152 0.0065591611660501484 0.0049305148335677474 -0.0075467545280558015 -0.0011291384507097532 0.0041015664659013115 0.0050328506352387671 0.0099650866451394919 -0.0040786404476106557 0.031739065150212797 -0.016319409266888872 0.00036632686649728922 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num_leaves=31 num_cat=0 split_feature=10 47 10 6 10 3 10 10 3 38 4 3 47 10 3 5 10 3 10 0 3 6 3 6 5 5 47 3 6 47 split_gain=287.2 130.948 41.7631 40.7478 59.161 39.0663 34.0022 25.3888 20.9277 20.1009 20.9884 26.4629 20.982 45.6933 19.4563 19.2671 28.0812 18.734 17.4176 17.1236 24.778 61.3903 34.1827 59.5234 18.9146 23.1171 17.1236 20.6657 16.9285 15.6404 threshold=2.6550000000000007 1.0000000180025095e-35 2.6550000000000007 53.500000000000007 3.6350000000000002 0.98067587752053786 2.5250000000000004 2.5650000000000004 0.86391694725028068 1.0000000180025095e-35 29.500000000000004 0.4817045961624275 1.0000000180025095e-35 4.495000000000001 0.99147117657755979 1.5000000000000002 5.4850000000000012 0.18237250554323722 1.635 1.0000000180025095e-35 0.72509541984732839 15.500000000000002 0.66536458333333337 29.500000000000004 1.5000000000000002 11.500000000000002 1.0000000180025095e-35 0.54186137071651097 97.500000000000014 1.0000000180025095e-35 decision_type=10 2 8 2 10 2 8 8 2 2 8 2 2 10 2 10 10 2 10 2 2 2 2 2 10 10 2 2 2 2 left_child=1 2 -1 9 26 29 18 -8 19 10 11 -2 13 -12 -7 -14 17 -17 28 20 21 -9 -23 -24 -21 -26 27 -5 -3 -6 right_child=3 6 -4 4 5 14 7 8 -10 -11 12 -13 15 -15 -16 16 -18 -19 -20 24 -22 22 23 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0032214667452119157 -0.001927220335434998 -7.8174593318257739e-05 0.0065527261388530801 -0.0013292931852615908 -0.0045831105256551995 0.0072221472414415594 0.007133914246659912 -0.001097934041557681 0.005353019359749178 0.0047380512219283777 0.00063542784838822798 -0.00031743379432921974 0.0008132312243624135 -0.0025265393606843851 -0.00050325876497427145 0.0013269783147856313 0.0014697598503178825 -0.0022102032264401574 -0.0027812986265527157 0.0012927617739529268 -0.0046273464851072947 0.0028311874743570738 0.023526187588640727 0.0013012109316098222 0.0077568936250447728 -0.0091185379138623793 -0.00054999585996503165 0.0051248638010751857 0.0089893512475187082 -0.0024904671296841329 leaf_weight=805.84617710346356 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103144 65206 631368 325969 303078 167200 112402 135878 82886 34155 305399 22891 44148 54798 68254 67394 30333 10654 37938 19679 48731 26645 32957 272442 58487 3355 35417 13493 25667 is_linear=0 shrinkage=0.01 Tree=483 num_leaves=31 num_cat=0 split_feature=5 6 1 4 3 3 3 18 1 6 1 1 1 6 3 6 3 1 5 1 3 38 1 5 1 1 6 3 1 5 split_gain=85.3619 59.214 52.169 45.9731 38.3629 28.6751 33.5515 29.0983 30.6522 24.7856 30.1892 23.9334 24.1839 22.7201 19.9603 38.2583 18.786 17.312 16.6149 23.2848 16.2699 15.911 15.6218 15.1396 26.746 37.6433 20.7756 16.5091 22.5097 15.7696 threshold=2.5000000000000004 1.5000000000000002 -253.49999999999997 23.500000000000004 0.96190130624092907 0.50117370892018787 0.4817045961624275 1.0000000180025095e-35 -282.49999999999994 31.500000000000004 -34.499999999999993 -122.49999999999999 -8.4999999999999982 102.50000000000001 0.95867486338797814 41.500000000000007 0.8185736677115989 -60.499999999999993 1.5000000000000002 -266.49999999999994 0.35743321718931476 1.0000000180025095e-35 -56.499999999999993 5.5000000000000009 -35.499999999999993 -63.499999999999993 22.500000000000004 0.57919331037875066 -19.499999999999996 3.5000000000000004 decision_type=10 2 10 8 2 2 2 2 10 2 10 8 10 2 2 2 2 10 10 10 2 2 10 10 10 8 2 2 10 10 left_child=1 2 5 17 11 6 7 20 -9 23 -11 16 -13 -12 -14 -16 18 -4 19 -3 -1 -7 -19 27 25 26 -25 -2 -29 -30 right_child=9 4 3 -5 -6 21 -8 8 -10 10 13 12 14 -15 15 -17 -18 22 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31 leaf_value=0.0020619751612429896 -0.0032078744328243249 0.0010739009438867572 -0.0010599485551489696 0.00064601907347663077 0.0018821669760008325 0.00040603569322736918 0.0050287710223844073 -0.0046854068887166086 0.013562562578849529 -0.0046126036390957831 -0.0097166185535446144 -0.00022581059805621757 -0.0068543153613482947 0.019397254919741626 0.19068011362493525 -0.01003566568805252 -0.005174406112635273 -0.010483465970997276 -0.0031335236401451357 -0.0021005262853293779 -0.0011480063574257598 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16.2208 14.5085 13.9673 13.8487 13.5839 13.4515 13.1338 12.4369 11.3974 10.6486 10.6294 10.5522 10.5288 11.1607 14.4697 12.7186 10.2015 19.2376 26.2345 threshold=1.5000000000000002 -122.49999999999999 0.040202020202020204 -253.49999999999997 0.48581488933601619 -268.49999999999994 0.51739261947973392 175.50000000000003 0.88478556841388711 -8.4999999999999982 1.0000000180025095e-35 0.75110619469026563 0.62532051282051293 0.44849690539345716 1.0000000180025095e-35 -353.49999999999994 1.0000000180025095e-35 11406.500000000002 -77.499999999999986 1.0000000180025095e-35 0.81866537717601562 1.0000000180025095e-35 0.6288018433179724 -28.499999999999996 -65.499999999999986 5.5000000000000009 0.47385509227614492 1.0000000180025095e-35 0.51408730158730165 0.49184758529020828 decision_type=2 8 2 10 2 10 2 2 2 10 2 2 2 2 2 10 2 8 10 2 2 2 2 10 10 2 2 2 2 2 left_child=3 7 18 4 16 6 21 15 10 19 11 12 -8 -9 -7 -2 -1 -5 -3 -4 -13 -6 -14 24 -21 -26 -27 -19 29 -29 right_child=1 2 9 17 5 14 8 13 -10 -11 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74.440110617782921 26.376318417023867 3.309995404444634 90.939425486139953 8.2245649700053018 1621.346994521562 14.8817349714227 3673.1476364252158 607.25557063589804 271.5588059311267 18.499658779241145 4.0423729224130502 380.73297410458326 10.838481483049689 45.34295693738386 58.931951844133437 40.773872511927038 464.09710882743821 199.59285719459876 431.49792717816308 leaf_count=62878 9498 8066 266252 146 21989 817 6509 22480 8529 16456 3202 1168 39 7498 319 117418 213 109535 15140 10466 627 81 15165 553 1314 1888 767 11968 5580 7951 internal_value=0 -0.000716087 -0.000263166 0.000721796 0.00168281 0.00282963 0.00249478 -0.00203388 0.0014293 -0.000647109 0.000416663 0.00103718 0.00151551 -0.00501467 0.00975752 -0.00157278 0.000724118 9.95406e-05 0.00192922 -0.000569172 -0.00474055 0.00447422 0.00256492 0.000992884 0.00124603 0.00348556 0.0056155 7.97058e-05 0.000926784 0.00155246 internal_weight=0 8049.37 5990.46 7867.05 3091.9 1407.83 1342.92 2058.91 873.003 5097.72 661.37 586.93 542.054 275.822 64.9077 1783.08 1684.07 4775.16 892.743 5034.6 44.876 469.915 384.043 427.446 416.608 145.049 99.7058 4768.34 1095.19 895.595 internal_count=734512 477796 320902 256716 121536 58445 57309 156894 35239 297696 26710 23508 21713 29978 1136 126916 63091 135180 23206 281240 1795 22070 15204 14988 14435 3969 2655 135034 25499 19919 is_linear=0 shrinkage=0.01 Tree=485 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 10 10 1 10 11 10 5 5 10 6 4 2 1 6 1 6 2 2 1 11 6 10 11 11 2 split_gain=2282.11 1288.46 139.195 131.454 107.686 67.4254 53.6274 45.1923 74.7128 35.0054 33.2111 33.1991 24.8608 24.2516 23.4989 22.5355 29.343 22.7239 35.293 22.4827 22.1547 60.8472 36.8612 25.7396 21.9681 21.4352 21.2821 21.1171 21.0485 19.138 threshold=0.00014531796477960005 0.99981766939163219 0.85901859402656566 3.9827746149967433e-06 -390.49999999999994 3.6650000000000005 3.9650000000000003 -3.4999999999999996 2.4250000000000003 0.99998801946640026 5.995000000000001 1.5000000000000002 5.5000000000000009 5.955000000000001 158.50000000000003 19.500000000000004 0.72771403353927633 -253.49999999999997 14.500000000000002 -81.499999999999986 87.500000000000014 0.65419580419580436 0.69789381307591059 -367.49999999999994 0.0061350197065621007 103.50000000000001 1.3650000000000004 0.12629276514053342 0.12629276514053342 0.36678657074340532 decision_type=2 2 2 2 10 10 10 8 10 2 10 10 10 10 2 8 2 10 2 10 2 2 2 8 2 2 10 2 2 2 left_child=3 2 4 -1 6 24 26 14 -9 -3 -5 15 27 -14 -4 16 17 -7 -19 29 -12 23 -23 -22 -6 -24 -2 -8 -15 -16 right_child=1 9 7 10 5 11 12 8 -10 -11 20 -13 13 28 19 -17 -18 18 -20 -21 21 22 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0090953492011090434 0.0016167555666147873 0.0065246243078825993 0.004084536863899352 -0.0055465591195612528 -0.0021947180297466886 0.0052178748402530043 -0.0070020888833510122 0.0062830376278671654 -0.0013724336420366154 0.0099580857115141447 -0.0020856933624295087 -9.2074626097340327e-05 -0.0048474569288464858 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10598 14109 105699 15137 962 15568 5549 3892 90601 10938 20877 247 28 101 29790 418 2434 1988 360 29 22 21 2055 9246 67 6392 2786 17 174 internal_value=0 0.00191153 0.000539656 -0.00748757 -3.92996e-05 0.000480797 -0.00247494 0.00278894 0.000611586 0.00932631 -0.00496799 0.00120617 -0.00498974 0.00857977 0.00373752 0.00177079 -0.000220345 0.000478516 -0.000596715 -0.00070556 -0.000426941 0.00892271 0.070733 0.00434938 -0.000846146 0.0473717 -0.00104932 -0.00532828 0.0222908 -0.00537744 internal_weight=0 12666.6 10688.9 3245.03 8500.84 7005.02 1495.82 2188.08 663.98 1977.66 1264.07 4529.16 541.181 13.173 1524.1 3156.41 481.677 445.925 363.465 110.413 142.853 21.5252 1.48292 20.0422 2475.86 1.21595 954.64 528.008 6.51763 53.2907 internal_count=734512 233054 131855 501458 107670 80852 26818 24185 9441 101199 118831 56469 18646 292 14744 35592 5802 5384 4422 635 13132 2194 110 2084 24383 88 8172 18354 45 275 is_linear=0 shrinkage=0.01 Tree=486 num_leaves=31 num_cat=0 split_feature=10 1 10 1 10 1 10 10 6 10 10 1 1 6 6 10 5 1 10 5 1 10 10 1 6 10 5 10 6 6 split_gain=270.61 154.8 52.9645 39.0516 74.8746 65.1762 55.7927 59.7344 49.9985 44.2168 39.9799 37.9916 37.9336 35.5819 35.4224 33.6586 34.223 37.1755 33.9417 31.8157 28.6621 28.4256 36.893 29.9642 37.5582 27.2425 27.1024 24.2424 29.6676 28.8931 threshold=2.6550000000000007 -361.49999999999994 2.6550000000000007 -122.49999999999999 3.2350000000000008 -192.49999999999997 4.995000000000001 5.3350000000000009 1.5000000000000002 5.1150000000000011 9.2600000000000016 -364.49999999999994 -125.49999999999999 143.50000000000003 11.500000000000002 6.3750000000000009 2.5000000000000004 -287.49999999999994 6.8650000000000011 5.5000000000000009 -289.49999999999994 2.5250000000000004 1.635 -64.499999999999986 97.500000000000014 8.4800000000000022 1.5000000000000002 5.3650000000000011 1.0000000180025095e-35 3.5000000000000004 decision_type=10 10 8 10 10 8 10 10 2 10 10 10 8 2 2 10 10 10 10 10 8 10 10 10 2 8 10 10 2 2 left_child=1 2 -1 4 11 8 -7 12 9 -6 -5 -2 -8 19 -12 -10 17 20 -19 27 -17 22 23 -3 -25 -20 -11 28 -9 -29 right_child=3 21 -4 10 5 6 7 13 15 26 14 -13 -14 -15 -16 16 -18 18 25 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31 leaf_value=0.0032950576427275492 0.0024493392474287659 -0.00012934166497153584 0.0072369506234136096 -3.992901142077101e-05 -0.0011040820776622941 -0.0014093574163046364 -0.0026483152673015199 0.007377269242472023 -0.002498718425706713 0.0056873356195925404 0.0057397978713456758 -0.0027688717062291819 -0.0087482787624086188 -0.0084236128847839428 -0.0086331296883562485 0.0059790246513194232 -0.0035956704399489653 0.0071786095504341755 -0.0052276474898832557 0.0097862153058127493 0.021513678036628753 0.0044048349390877076 -0.0025903342605381719 0.0022524493558986618 0.014112406886125115 0.029185897826342871 0.0010761647627633608 -0.0048398286394185216 -0.0075097216382395693 -0.00057614657773455327 leaf_weight=742.32188484724611 710.76446543261409 856.19518745923415 630.26410996820778 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0.00327647 -0.00223068 0.00341894 -0.00283787 internal_weight=0 3321.54 1372.59 12541.9 5987.73 5103.36 2766.29 1319.38 2337.07 930.637 6554.14 884.364 496.927 822.451 114.571 1406.43 303.589 205.429 116.076 729.438 89.3533 1948.95 1759.82 1411.63 555.437 75.1574 510.918 706.697 68.581 638.116 internal_count=734512 103144 65206 631368 325969 303078 167200 112402 135878 30190 305399 22891 44148 68254 32957 105688 18128 11182 9174 52175 2008 37938 35248 28007 11357 7911 15130 51585 2870 48715 is_linear=0 shrinkage=0.01 Tree=487 num_leaves=31 num_cat=0 split_feature=11 11 11 11 10 11 11 10 11 6 10 47 10 6 6 6 10 6 5 10 10 11 13 6 47 28 10 6 10 47 split_gain=2245.7 1274.04 136.782 131.683 46.5933 43.4879 35.2551 32.967 31.0656 26.7189 26.404 33.1823 25.1096 24.3907 24.0709 22.3392 23.0657 21.6447 21.5492 21.1605 20.9271 48.4142 20.8893 18.2078 16.9079 23.1366 20.4114 22.7453 17.8026 16.3798 threshold=0.00014531796477960005 0.99981766939163219 0.6303343176841737 3.9827746149967433e-06 5.2550000000000008 0.0048335506580769504 0.99998801946640026 5.995000000000001 0.98303884267807018 32.500000000000007 2.6550000000000007 1.0000000180025095e-35 6.0550000000000006 369.50000000000006 13.500000000000002 410.50000000000006 5.6850000000000014 87.500000000000014 2.5000000000000004 6.1150000000000011 6.0250000000000012 3.4519272958277731e-05 1.0000000180025095e-35 18.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5250000000000004 9.5000000000000018 2.5650000000000004 1.0000000180025095e-35 decision_type=2 2 2 2 10 2 2 10 2 2 10 2 10 2 2 2 10 2 10 10 10 2 2 2 2 2 10 2 10 2 left_child=3 2 4 -1 5 -2 -3 29 -4 12 -10 -12 22 19 -14 16 -11 -9 -16 -13 21 -19 23 -6 25 -7 27 -26 -28 -5 right_child=1 6 8 7 9 24 -8 17 10 15 11 13 14 -15 18 -17 -18 20 -20 -21 -22 -23 -24 -25 26 -27 28 -29 -30 -31 leaf_value=-0.0090844130141042728 -0.0020348805862716612 0.0064926117939474864 0.0015480598208818849 -0.0071740464657458194 0.0019105808529424504 -0.0016313088058911582 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9403 16400 6250 4837 8291 7519 13132 1715 6184 2194 53 11563 11546 32409 13349 19060 3039 16021 105699 is_linear=0 shrinkage=0.01 Tree=488 num_leaves=31 num_cat=0 split_feature=10 47 10 10 10 47 10 10 38 18 3 28 10 10 3 18 10 10 10 10 10 3 3 3 3 0 10 0 3 3 split_gain=262.054 121.597 40.4214 32.0501 26.2622 57.6216 65.2433 39.4317 35.72 33.8087 46.8683 41.447 46.6161 31.6486 26.8775 24.0474 23.9957 22.7925 22.7743 21.9214 20.5174 20.1442 20.1205 18.7164 18.0214 18.714 16.7212 16.3184 24.2193 44.9791 threshold=2.6550000000000007 1.0000000180025095e-35 2.6550000000000007 2.5250000000000004 4.3750000000000009 1.0000000180025095e-35 7.995000000000001 9.2600000000000016 1.0000000180025095e-35 1.0000000180025095e-35 0.45848997493734339 1.0000000180025095e-35 4.995000000000001 5.2550000000000008 0.45495129870129869 1.0000000180025095e-35 2.5650000000000004 5.3450000000000006 4.995000000000001 4.9850000000000012 5.7250000000000005 0.86391694725028068 0.74478940512375169 0.31287650602409645 0.24328334268987087 1.0000000180025095e-35 1.635 1.0000000180025095e-35 0.72509541984732839 0.66536458333333337 decision_type=10 2 8 8 10 2 10 10 2 2 2 2 10 10 2 2 8 10 10 10 10 2 2 2 2 2 10 2 2 2 left_child=1 2 -1 26 -2 6 8 13 9 11 14 12 19 -7 18 -4 -5 -14 -11 -6 24 27 -21 -20 25 -13 -3 28 29 -18 right_child=4 3 15 16 5 7 -8 -9 -10 10 -12 20 17 -15 -16 -17 21 -19 23 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0030928163963990381 -7.6074110929363409e-06 0.00084753264895784939 0.0066815206060060611 0.0069412923502128908 -0.0027773355784507228 -0.0011404170249803966 0.0071612181075118263 -0.0052513060950150079 0.004017495806908352 -0.0073138788358117629 -0.0038386540718660022 0.0092540651139029033 -0.0077686728664342012 0.00031130876036537184 0.022848781820319526 -0.0063694007642245525 -0.00041988266679494907 -0.0042437333351150845 0.00096861323564707336 -0.008050848202709935 -0.0055179854289174159 0.0052483117931951444 0.0086998042033907957 0.0080432143917116075 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51.6821 34.6956 38.486 23.4701 21.0387 21.8665 16.2876 20.7865 15.7726 14.4231 21.837 27.6306 15.3714 13.9149 threshold=0.00014531796477960005 0.99981766939163219 0.36455024778842932 3.9827746149967433e-06 5.4450000000000012 0.98303884267807018 0.0025646678404882004 0.99998801946640026 5.995000000000001 32.500000000000007 8.615000000000002 6.0550000000000006 13.500000000000002 273.50000000000006 3.3950000000000005 87.500000000000014 0.34514106583072107 5.9105306718265645e-05 103.50000000000001 286.50000000000006 369.50000000000006 4.4250000000000007 3.5000000000000004 1.5000000000000002 0.86984754376058737 1.5000000000000002 7.6350000000000007 6.1150000000000011 5.2550000000000008 8.9378974621467943e-07 decision_type=2 2 2 2 10 2 2 2 10 2 8 10 2 2 8 2 2 2 2 2 2 10 10 2 2 8 10 10 10 2 left_child=3 2 4 29 6 14 -2 -3 -5 11 20 -6 -13 -11 -4 -10 17 18 -17 -20 22 -22 -7 -24 25 26 27 28 -16 -1 right_child=1 7 5 8 9 10 -8 -9 15 13 -12 12 -14 -15 24 16 -18 -19 19 -21 21 -23 23 -25 -26 -27 -28 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41.943881418555975 934.16690970957279 0.46331249503419047 20.187865850282833 0.46989440545439709 0.51342958258464932 0.20556292915716767 7.7013579383492496 14.192727461457251 41.782703632488847 39.881408231332898 361.26645028777421 612.99379432201385 37.677635453641415 83.12079968303442 262.60399978235364 483.34493908355944 leaf_count=303487 43738 10598 4208 105699 5672 10524 37811 90601 10938 4621 4616 2920 1630 907 6165 22 2082 22 50 18 67 68 394 447 2264 3698 199 447 1459 79140 internal_value=0 0.00187745 0.000530339 -0.00744166 -0.000354358 0.00195371 -0.000725327 0.00929965 -0.00490796 0.00141088 0.00360313 0.00042774 -0.00127412 0.00390012 0.00133033 -0.000400364 0.00864491 0.062417 0.0913066 0.045507 0.00302544 -0.00666718 0.00324686 -0.00102458 0.00179154 0.00143268 0.00202224 0.00180135 0.00218857 -0.00907377 internal_weight=0 12601.7 10665.9 3190.3 6577.58 4088.31 5435.33 1935.83 1249.92 1142.25 1121.32 818.842 402.761 323.407 2966.99 142.466 21.8401 1.6522 1.18231 0.718993 980.31 21.8941 958.416 81.6641 2291.83 1930.56 1317.57 1279.89 1196.77 1940.38 internal_count=734512 233054 131855 501458 97299 34556 81549 101199 118831 15750 16116 10222 4550 5528 18440 13132 2194 112 90 68 11500 135 11365 841 14232 11968 8270 8071 7624 382627 is_linear=0 shrinkage=0.01 Tree=490 num_leaves=31 num_cat=0 split_feature=10 1 10 1 10 1 10 10 6 10 10 1 1 6 6 2 10 2 1 10 2 10 10 1 6 3 3 4 10 6 split_gain=253.474 147.759 52.0697 38.8134 70.8503 64.2165 53.3159 58.0591 48.4264 43.0185 37.9668 37.7117 36.5668 35.3215 34.7478 32.7208 32.4564 34.8715 34.2135 36.0319 31.7244 27.5291 35.2102 29.2305 36.9537 36.9335 25.6979 23.9564 64.2202 31.4934 threshold=2.6550000000000007 -361.49999999999994 2.6550000000000007 -122.49999999999999 3.2350000000000008 -192.49999999999997 4.995000000000001 5.3350000000000009 1.5000000000000002 5.1150000000000011 9.2600000000000016 -125.49999999999999 -364.49999999999994 14.500000000000002 143.50000000000003 0.58374587458745886 6.3750000000000009 0.31835016835016838 -249.49999999999997 7.3800000000000008 0.050179856115107911 2.5250000000000004 1.635 -64.499999999999986 97.500000000000014 0.86696165191740426 0.98067587752053786 26.500000000000004 5.2150000000000007 105.50000000000001 decision_type=10 10 8 10 10 8 10 10 2 10 10 8 10 2 2 2 10 2 10 10 2 10 10 10 2 2 2 8 10 2 left_child=1 2 -1 4 12 8 15 11 9 -6 27 -8 -2 -12 -9 -7 20 -18 -19 -20 -10 22 23 25 -25 -3 -16 28 -5 -29 right_child=3 21 -4 10 5 6 7 14 16 -11 13 -13 -14 -15 26 -17 17 18 19 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31 leaf_value=0.0032047884251239066 0.0023925118501766946 -0.00085797096042467089 0.0071489447470052779 -0.0041452357992187387 -0.001080726758506998 -0.00060944428434827724 -0.0025837730317511292 -0.0018282334360058576 0.0024064270191605608 0.0032504395060341308 0.0053330321458467857 -0.0087023305923508449 -0.0027401396835657365 -0.008712450075988646 -0.0091369370733189268 -0.0042695285789288986 -0.0031333210697243076 0.0066661055276611746 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2690 7241 10889 468 1939 64 154507 42049 47089 internal_value=0 0.00246528 0.00500646 -0.000656787 -0.00124173 -0.00169661 -0.0027344 -0.00419991 -0.000473767 0.00129908 -0.000124229 -0.00692424 0.00138144 -0.00590081 -0.00256285 -0.0014053 -0.00164966 0.00125438 0.00388852 -0.00264503 -0.00244989 0.000695973 0.000304479 0.00100934 0.00280204 -0.000153111 -0.00837972 -2.34504e-05 -0.00123474 0.000285096 internal_weight=0 3286.36 1348.94 12459.5 5937.69 5060.2 2737.23 1301.8 2322.98 926.352 6521.77 488.637 877.486 111.828 813.165 1435.43 1396.62 301.714 188.53 56.2401 1094.91 1937.43 1748.79 1402.67 551.76 850.905 91.1796 6409.94 1301.3 5108.64 internal_count=734512 103144 65206 631368 325969 303078 167200 112402 135878 30190 305399 44148 22891 32957 68254 54798 105688 18128 12139 8134 87560 37938 35248 28007 11357 16650 16079 272442 70846 201596 is_linear=0 shrinkage=0.01 Tree=491 num_leaves=31 num_cat=0 split_feature=10 47 10 5 10 2 10 10 10 47 4 10 10 3 10 3 3 2 2 13 5 3 10 3 10 2 3 4 2 10 split_gain=248.766 116.725 39.6063 36.9877 30.7952 25.5682 25.5014 32.4375 32.656 76.0954 40.0365 38.1854 23.4261 22.8916 21.6044 24.7025 30.2976 23.815 20.3079 19.9321 19.2284 19.9366 18.2023 21.3626 16.0528 15.8629 15.1148 14.9229 14.9223 14.4023 threshold=2.6550000000000007 1.0000000180025095e-35 2.6550000000000007 2.5000000000000004 2.5250000000000004 0.26344707923655292 9.8950000000000014 6.4750000000000005 4.3750000000000009 1.0000000180025095e-35 26.500000000000004 5.2150000000000007 2.5650000000000004 0.7576941287878789 5.4750000000000005 0.50117370892018787 0.48492424242424242 0.41476388168137007 0.73701079622132271 1.0000000180025095e-35 1.5000000000000002 0.68457101658255237 5.3050000000000006 0.68203058623619384 1.635 0.31216397849462368 0.95867486338797814 27.500000000000004 0.79361054766734285 5.3950000000000005 decision_type=10 2 8 10 8 2 10 10 10 2 8 10 8 2 10 2 2 2 2 2 8 2 10 2 10 2 2 10 2 10 left_child=1 2 -1 6 24 13 7 8 -2 19 11 -11 -6 -5 15 16 -12 29 -14 20 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-8.4999999999999982 0.96394401788711548 0.99998801946640026 -348.49999999999994 369.50000000000006 0.0025646678404882004 5.5000000000000009 0.98303884267807018 3.5000000000000004 1.5000000000000002 -63.499999999999993 7.5000000000000009 0.31287650602409645 0.73368794326241138 4.5000000000000009 0.30032679738562096 0.45416348357524833 8.9378974621467943e-07 416.50000000000006 9.5000000000000018 -83.499999999999986 0.99188911914825451 1.0000000180025095e-35 203.50000000000003 0.96992311171415657 decision_type=2 2 2 2 10 8 2 2 10 2 2 10 2 10 2 8 8 2 2 10 2 2 2 2 2 10 2 2 2 2 left_child=3 2 4 22 11 6 19 -3 -5 13 -6 -2 28 26 -15 -16 20 27 -11 23 -13 -22 -1 24 -4 -26 -8 -12 -7 -30 right_child=1 7 5 8 10 12 9 -9 -10 18 17 16 -14 14 15 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.0095545928482324467 -0.0038628552400841285 0.0064261870177581282 0.00136519247370202 -0.0075575044290168156 -0.0010844242746489681 -0.0012305360834054834 0.0035099578210859711 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16212 95 63 382627 15868 15659 4390 9843 6175 8480 381 is_linear=0 shrinkage=0.01 Tree=493 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 1 10 11 10 10 11 10 10 1 10 4 5 10 10 1 1 5 10 10 1 1 10 4 5 10 split_gain=2141.46 1237.18 131.638 125.186 85.5198 64.2203 76.642 52.8189 45.0895 39.3156 35.9881 34.5146 34.035 32.6298 31.4893 24.019 22.9179 39.6859 22.1144 55.7799 77.4558 37.1651 20.4379 20.9481 18.934 18.6701 18.1607 17.5863 16.5245 15.5715 threshold=0.00013046689127800003 0.99981766939163219 0.12629276514053342 3.9827746149967433e-06 -390.49999999999994 -8.4999999999999982 6.4350000000000014 0.96394401788711548 3.1750000000000003 4.0250000000000012 0.99998801946640026 2.5250000000000004 5.995000000000001 -78.499999999999986 4.9450000000000012 19.500000000000004 5.5000000000000009 5.955000000000001 6.1150000000000011 -59.499999999999993 -53.499999999999993 3.5000000000000004 5.5050000000000008 5.9750000000000005 -8.4999999999999982 -348.49999999999994 5.995000000000001 42.000000000000007 1.5000000000000002 5.5450000000000008 decision_type=2 2 2 2 10 8 8 2 10 10 2 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 8 8 10 10 left_child=3 2 4 -1 8 7 14 11 -2 27 -3 13 25 -4 -7 29 -10 -18 -9 21 -21 -20 24 -24 -16 26 -5 -6 -17 -11 right_child=1 10 5 12 9 6 -8 18 16 15 -12 -13 -14 -15 22 28 17 -19 19 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0090515987309256838 -0.001068835653903118 0.0063985395479282696 -0.0059342417462721255 -0.0081745497594717387 -0.0012108273517522376 -0.00048984946924473139 0.0054285004378380264 0.0053213494130637754 -0.0061723808530861337 -0.0040681634710835217 0.0099336125821791344 0.0019358530692960524 -0.00023269590461241752 0.00080468454048225786 -0.007166424949941649 0.0017563943871373579 -0.0053147051136401826 0.039003058662672278 0.0066062809108167119 -0.019659760111375515 0.0017237448643455738 -0.0031678828115367548 0.003125166575988983 -0.013071041831406924 0.012967501264035 -0.0047048650355912703 0.0046338427218028172 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10.7054 13.0446 threshold=0.00013046689127800003 0.99981766939163219 0.49114476144313818 3.9827746149967433e-06 -390.49999999999994 -3.4999999999999996 0.99998801946640026 0.99188911914825451 0.0025646678404882004 -348.49999999999994 317.50000000000006 0.31287650602409645 0.68438714235252573 0.010294413659721552 191.50000000000003 0.87596153846153857 0.98067587752053786 8.9378974621467943e-07 460.50000000000006 1.0000000180025095e-35 0.59397644927536242 0.84654631083202525 0.38913470993117016 1.0000000180025095e-35 1931.5000000000002 -60.499999999999993 1.0000000180025095e-35 -80.499999999999986 0.95867486338797814 18.500000000000004 decision_type=2 2 2 2 10 8 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 10 2 2 left_child=3 2 4 17 13 7 -3 18 -6 24 -9 23 -13 -2 -15 19 -16 -1 21 -7 22 -4 -21 -10 -5 27 -27 -25 -11 -30 right_child=1 6 5 9 8 15 -8 10 11 28 -12 12 -14 14 16 -17 -18 -19 -20 20 -22 -23 -24 25 -26 26 -28 -29 29 -31 leaf_value=-0.0095440482854886009 -0.0049001540187302173 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470.72827307903208 23.968864277005196 178.89168521203101 15.925602190196512 336.12846929207444 82.02848778758198 429.97375035099685 0.32097637234255572 226.04985822550952 193.24660978838801 308.58516934886575 40.989746623206884 26.423455394338816 leaf_count=303487 15162 10598 10046 30534 43444 6735 90601 7689 1002 81467 105 25765 46 9154 660 1095 16 79140 108 2508 188 2203 1317 2780 36 1439 1104 1847 2267 1969 internal_value=0 0.00181353 0.000502629 -0.00743679 -0.000279078 0.00205349 0.00926142 0.00275894 0.000246039 -0.00489493 0.00489954 0.000656504 0.00111275 -0.00293272 -0.00205311 0.000157984 0.00506788 -0.00904189 0.00215378 -0.000207336 0.00161438 0.00224336 0.00218498 -0.000470759 -0.00751782 -0.000802005 0.000493361 -0.00153741 -0.0039512 -0.000122866 internal_weight=0 12556 10676.8 3072.49 7098.73 3578.08 1879.22 2607.61 5926.05 1189.22 574.714 4519.39 3217.26 1172.68 810.372 970.47 39.1689 1883.27 2032.9 901.146 276.846 2008.93 260.92 1302.14 314.666 1157.86 419.296 738.559 874.55 67.4132 internal_count=734512 235612 134413 498900 102419 31994 101199 20151 77427 116273 7794 33983 25811 24992 9830 11843 676 382627 12357 10748 4013 12249 3825 8172 30570 7170 2543 4627 85703 4236 is_linear=0 shrinkage=0.01 Tree=495 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 10 10 47 10 47 10 10 0 11 4 38 28 10 10 10 47 28 10 4 3 3 4 10 10 split_gain=2083.29 1214.75 127.553 125.526 53.3588 36.4212 33.7414 30.6772 30.5491 30.092 30.1599 26.2872 22.9472 21.5592 21.4397 20.2831 17.8902 17.7621 22.1428 24.0644 17.605 17.4248 31.5009 25.3755 22.2951 20.462 19.8672 17.5555 17.3436 16.9092 threshold=0.00013046689127800003 0.99981766939163219 0.85901859402656566 3.9827746149967433e-06 0.0038593490608036002 0.99998801946640026 5.8950000000000005 3.4950000000000006 1.0000000180025095e-35 8.615000000000002 1.0000000180025095e-35 6.1150000000000011 4.0250000000000012 1.0000000180025095e-35 0.99188911914825451 28.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.2350000000000008 6.4350000000000014 5.8550000000000013 1.0000000180025095e-35 1.0000000180025095e-35 5.0450000000000008 29.500000000000004 0.75103305785123975 1.0000000180025095e-35 9.5000000000000018 7.6350000000000007 8.3400000000000016 decision_type=2 2 2 2 2 2 10 10 2 8 2 10 8 2 2 8 2 2 10 10 10 2 2 10 10 2 2 8 10 10 left_child=3 2 4 -1 8 -3 -5 -6 29 10 16 14 -10 21 -12 28 17 18 -4 -20 -19 22 23 -9 25 -25 -24 -23 -15 -2 right_child=1 5 9 6 7 -7 -8 13 12 -11 11 -13 -14 15 -16 -17 -18 20 19 -21 -22 27 26 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0090321217989837305 -0.0040356289367907078 0.0063432063431934802 0.0025900173155709084 -0.0055030949707694067 -0.00053637976769124176 0.0099222569520500525 -0.00037240282602757336 -0.0030618714564856308 -0.0027359846111853314 0.0061039346323121012 0.0031136740312108745 0.0008195873021707076 -4.3873553734943422e-05 -0.0040815073989398532 0.0065356470302381552 0.00028181458896575135 0.0088700829426121685 0.0059811122799815113 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1505 2603 394 1245 16949 49 24 internal_value=0 0.00179871 0.000497901 -0.00741669 -5.2626e-05 0.00924957 -0.00486913 0.000375765 -0.00151589 0.00266924 0.0022633 0.00328475 -0.000851498 0.000886537 0.00420613 -0.000464581 0.000733499 0.000448968 -9.94978e-05 -0.0013416 0.00478636 0.00126457 -5.22758e-05 -0.00115719 0.00108894 0.00392469 0.00364939 0.00166577 -0.00340941 -0.00390113 internal_weight=0 12533.3 10670.4 3050.14 8512.23 1862.9 1183.59 6584.52 1927.71 2158.21 1930.09 1157.34 1507.74 4220.93 842.458 922.796 772.757 746.647 662.832 453.426 83.8154 3298.13 770.187 593.14 272.174 137.345 177.047 2527.95 186.597 419.969 internal_count=734512 235612 134413 498900 110228 101199 116273 50133 60095 24185 18000 10812 41993 35950 7397 6448 7188 6950 6388 2765 562 29502 11451 10107 4502 1899 1344 18051 1347 18102 is_linear=0 shrinkage=0.01 Tree=496 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 4 11 5 11 11 11 28 2 5 38 5 2 2 0 38 2 2 2 4 11 5 2 5 4 split_gain=2054.74 1203.66 125.687 125.332 52.356 36.6366 16.7994 15.9545 16.2025 14.5582 14.471 13.2648 10.9019 10.597 12.3825 9.38963 8.62018 10.6195 9.61224 8.29939 7.40382 7.13412 8.64931 7.02076 6.84192 6.1117 5.96451 6.45537 5.91565 7.16886 threshold=0.00013046689127800003 0.99981766939163219 3.9827746149967433e-06 0.85901859402656566 0.0038593490608036002 0.99998801946640026 42.000000000000007 0.98303884267807018 3.5000000000000004 0.12629276514053342 8.9378974621467943e-07 3.4519272958277731e-05 1.0000000180025095e-35 0.55028089887640463 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 0.84248120300751894 0.18142633228840127 1.0000000180025095e-35 1.0000000180025095e-35 0.75110619469026563 0.40056497175141254 0.34387500000000004 22.500000000000004 0.0010591957252472002 4.5000000000000009 0.23562458691341701 3.5000000000000004 26.500000000000004 decision_type=2 2 2 2 2 2 8 2 8 2 2 2 2 2 10 2 8 2 2 2 2 2 2 2 10 2 10 2 10 10 left_child=2 3 10 4 16 -3 9 20 -9 12 -1 -4 15 -11 -15 28 18 -18 -2 -20 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4.9351750537753096 1010.1102472031489 11.258251708000897 2507.6995930150151 463.12031259294599 475.26011828379706 79.49883227609098 760.67137173004448 48.208165192976594 12.901242844760416 508.51275955652818 14.619533888529988 763.70338578755036 202.346852210816 14.353157632052897 11.009537801146505 59.397704375907779 51.171489526517689 19.38103217817843 10.622149595990775 11.190804440528153 2.2416282165795556 28.067293097265065 149.28191982256249 leaf_count=303487 9922 10598 79520 7962 27802 90601 30 15071 122 13818 79140 36753 688 4194 312 108 19573 385 25866 4183 107 84 626 583 173 166 144 23 372 2099 internal_value=0 0.00178403 -0.0073965 0.000493232 -5.21231e-05 0.00923767 0.000371964 0.00264835 0.00348652 0.000358131 -0.00902227 -0.00484337 -0.000116031 0.000824727 -0.000170546 -0.000242844 -0.00150279 -0.00258318 -0.00108833 -0.00163982 0.00176446 0.00251806 0.00190388 -0.000456305 0.00246926 0.00374784 0.000161348 0.00528256 -0.000278265 -0.00205163 internal_weight=0 12510.5 3028 10663.8 8510.27 1846.73 6585.17 2153.53 1105.35 6580.23 1849.98 1178.02 3263.65 3316.58 808.88 3113.75 1925.1 533.754 1391.34 966.05 1048.18 149.906 138.897 95.2432 44.0717 25.2417 32.8135 13.4324 3100.85 177.349 internal_count=734512 235612 498900 134413 110228 101199 50133 24185 16116 50103 382627 116273 31779 18324 4506 30381 60095 20124 39971 30049 8069 1398 1314 1045 462 551 340 167 30273 2471 is_linear=0 shrinkage=0.01 Tree=497 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 6 2 4 11 11 11 6 2 28 6 2 6 28 38 18 4 2 38 6 6 4 6 6 split_gain=2026.56 1193.18 139.092 125.84 51.3736 19.6182 17.8891 18.3762 20.921 16.5685 14.5583 14.2689 13.1845 12.0867 13.9369 10.672 17.607 10.386 14.3513 13.7265 9.80275 9.51056 13.453 13.3702 9.16297 10.2228 9.06944 9.88767 8.44777 34.2731 threshold=0.00013046689127800003 0.99991196393966686 0.85901859402656566 3.9827746149967433e-06 0.0038593490608036002 0.99188911914825451 0.99998801946640026 432.50000000000006 0.39938650306748474 42.000000000000007 8.9378974621467943e-07 0.12629276514053342 3.4519272958277731e-05 313.50000000000006 0.26699669966996703 1.0000000180025095e-35 31.500000000000004 0.55028089887640463 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 27.500000000000004 0.68772163120567387 1.0000000180025095e-35 2.5000000000000004 12.500000000000002 29.500000000000004 340.50000000000006 352.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 10 2 2 left_child=3 2 4 10 -2 20 7 -3 -9 11 -1 15 -5 -7 -15 24 -17 18 19 -13 -4 22 -19 -23 26 -26 27 -6 -14 -30 right_child=1 6 5 12 9 13 -8 8 -10 -11 -12 17 28 14 -16 16 -18 21 -20 -21 -22 23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.009527820497486527 -0.0014898109331273979 0.0073036310957914768 0.0018330394496377462 -0.0056906344829658426 -0.0015307928872832081 0.0040097607424028946 0.0099108823209129362 -0.045243929337689115 0.0029587090122593046 0.018738931295952374 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1400 is_linear=0 shrinkage=0.01 Tree=498 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 10 10 1 10 10 10 4 2 10 1 1 10 6 2 1 6 10 11 1 10 10 1 10 6 6 split_gain=1998.74 1182.66 136.61 125.985 100.337 63.4775 49.0615 39.9571 67.2162 37.7967 33.7451 28.9229 32.7428 22.6308 56.5899 99.6205 32.3472 30.4138 25.0087 35.3917 19.7633 20.9564 19.5311 19.0687 27.4089 30.1807 20.0929 18.963 19.1435 18.6435 threshold=0.00013046689127800003 0.99991196393966686 0.85901859402656566 3.9827746149967433e-06 -390.49999999999994 3.4950000000000006 3.9650000000000003 -3.4999999999999996 6.4350000000000014 3.9350000000000005 5.8950000000000005 19.500000000000004 0.72771403353927633 6.1150000000000011 -59.499999999999993 -53.499999999999993 6.1550000000000011 141.50000000000003 0.89619252873563238 -63.499999999999993 17.500000000000004 5.7250000000000005 0.99188911914825451 -89.499999999999986 2.7550000000000003 2.5250000000000004 -90.499999999999986 1.3650000000000004 117.50000000000001 87.500000000000014 decision_type=2 2 2 2 10 10 10 8 8 10 10 8 2 10 10 10 10 2 2 8 2 10 2 10 8 10 10 10 2 2 left_child=3 2 4 -1 6 23 27 13 9 -9 -5 12 20 22 16 -16 -15 18 -18 -20 -7 -22 -4 24 25 -6 -26 -2 -29 -12 right_child=1 -3 7 10 5 11 -8 8 -10 -11 29 -13 -14 14 15 -17 17 -19 19 -21 21 -23 -24 -25 26 -27 -28 28 -30 -31 leaf_value=-0.0090024068423093812 0.0014702821475661685 0.0094956236756798523 0.0033549074859093491 -0.0054319821137500147 -0.0032414038678238656 -0.0015759245936861651 -0.0048504236112754439 0.0016446749166335948 0.0074984308896929742 -0.0035200305520442583 -0.0018135194582543169 0.0014283796905756572 -0.0083060928129186466 0.010170885122615672 -0.019635475066583113 0.0016940916369994694 0.0043863285884067202 -0.0077342688421253867 -0.016411194103432003 0.0093424460623676136 -0.0027547088823317262 0.004025893831663757 0.0060851650276980427 -0.0004485100483074713 -0.0031034772374626358 0.0062848527091172559 -0.0095626803645723867 -0.0024054074043204378 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0.00368927 0.00215813 0.00332421 -0.00665901 -0.000166143 0.00215529 0.00433949 -0.000911294 -0.00269743 0.00113596 -0.0042036 -0.00105628 -0.00184487 -0.000274085 internal_weight=0 12465.7 10761.7 2984.36 8504.57 7021.89 1482.69 2257.15 691.474 570.899 1167.03 4714.98 657.703 1565.67 429.327 103.386 325.941 263.657 235.856 22.6799 603.882 228.168 1136.35 2306.9 474.716 133.907 340.809 951.759 725.359 144.812 internal_count=734512 235612 137191 498900 110228 82834 27394 26963 10841 6283 116273 60103 8753 16122 4654 846 3808 2512 2365 428 8093 3266 11468 22731 4663 1252 3411 8292 6501 13926 is_linear=0 shrinkage=0.01 Tree=499 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 47 47 47 11 11 6 47 28 6 5 6 6 5 6 18 38 38 11 11 5 5 6 0 5 6 split_gain=1971.28 1172.15 134.304 126.126 50.3646 29.8595 20.7614 20.1622 18.8552 18.2161 18.1607 16.128 30.0396 27.3617 20.659 18.676 16.6443 16.0399 18.0142 15.9719 17.0123 14.8136 14.7812 13.5313 11.9045 12.8588 13.1481 11.3973 11.0737 10.9649 threshold=0.00013046689127800003 0.99991196393966686 0.85901859402656566 3.9827746149967433e-06 0.0038593490608036002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.99641901254653942 0.99998801946640026 432.50000000000006 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 15.500000000000002 42.500000000000007 3.5000000000000004 50.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8.9378974621467943e-07 0.36455024778842932 5.5000000000000009 3.5000000000000004 205.50000000000003 1.0000000180025095e-35 5.5000000000000009 60.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 10 2 2 2 2 2 2 8 10 2 2 10 2 left_child=3 2 4 22 5 -2 21 -5 -8 10 -3 12 19 27 23 -14 -16 -10 -19 20 24 -4 -1 -15 25 26 -6 -13 -29 -18 right_child=1 9 6 7 11 -7 8 -9 17 -11 -12 13 15 14 16 -17 29 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0095169217178648607 -0.0038446154615297905 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39.911709731444716 3.7002564743161193 189.8267271630466 37.821217499673367 26.860893238335848 452.32814910798334 564.94539453834295 20.087282225489616 40.74979457212612 52.908719005063176 667.34406033158302 5.9717365391552439 207.71794563531876 leaf_count=303487 18102 7766 12378 38779 13467 41993 7489 77494 6127 90601 54 6937 1405 10923 4120 766 338 693 19 1377 224 257 79140 2726 232 878 876 3650 33 2181 internal_value=0 0.00174059 0.000524368 -0.00733547 -5.06399e-05 -0.00147584 0.00269619 -0.00476625 0.00349363 0.00948585 0.00687953 0.000364951 -0.0004303 0.000673001 0.00127139 0.00238303 -0.000122668 0.00521829 -0.000530155 -0.00101119 -0.00139745 0.00153974 -0.00899235 0.00177761 -0.0015904 -0.00171066 -0.0015283 -0.000290597 -0.00132296 0.00204836 internal_weight=0 12443.3 10754.5 2962.87 8503.23 1919.76 2251.3 1161.62 1332.48 1688.76 231.415 6583.47 1838.15 4745.32 2927.42 314.581 779.852 429.552 43.612 1523.57 1333.74 918.827 1801.25 2147.57 1295.92 1275.84 1235.09 1817.9 673.316 243.066 internal_count=734512 235612 137191 498900 110228 60095 26963 116273 14328 98421 7820 50133 19225 30908 20288 2171 6639 6839 712 17054 15677 12635 382627 13649 15453 15221 14343 10620 3683 2519 is_linear=0 shrinkage=0.01 Tree=500 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 4 11 11 4 11 28 2 2 2 38 2 4 11 38 18 2 2 2 2 2 11 2 2 split_gain=1944.15 1161.77 131.909 126.262 49.5565 19.1226 18.3356 18.2853 14.8686 13.2259 11.5226 11.5176 9.85775 13.7659 10.9986 10.168 9.58621 9.01514 17.3974 10.9881 9.62188 8.13784 9.00467 8.12976 7.31463 19.6381 10.2362 6.77337 6.57855 6.43607 threshold=0.00013046689127800003 0.99991196393966686 0.85901859402656566 3.9827746149967433e-06 0.013544866815209352 0.99188911914825451 0.99998801946640026 42.000000000000007 8.9378974621467943e-07 3.4519272958277731e-05 42.000000000000007 0.0012464885949156502 1.0000000180025095e-35 0.36319073083778969 0.98728813559322048 0.16291708796764406 1.0000000180025095e-35 0.68772163120567387 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34876 internal_value=0 0.00172623 0.000519438 -0.00731494 -5.01546e-05 0.0026741 0.00947626 -0.00110604 -0.00898225 -0.00474056 0.00050195 -0.00112076 0.000489298 0.00235819 0.000123778 0.00465153 0.00187932 0.000394732 -0.000669695 0.000554259 0.000128728 0.00111353 0.00458125 0.0009959 -0.00062156 -0.000227197 -0.000699064 9.82775e-05 0.00263925 -0.00191151 internal_weight=0 12421.7 10748.1 2941.59 8500.86 2247.24 1673.64 2918.77 1785.32 1156.27 5582.08 2917.76 5577.76 268.642 136.069 132.573 1289.79 5309.12 691.977 4617.14 2622.08 1995.06 65.4535 1929.61 1788.61 1295.82 1129.83 560.494 86.765 1129.15 internal_count=734512 235612 137191 498900 110228 26963 98421 73629 382627 116273 36599 73623 36572 1530 801 729 10554 35042 4479 30563 19725 10838 290 10548 29390 20997 18625 3573 437 44233 is_linear=0 shrinkage=0.01 Tree=501 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 9 11 3 18 2 11 3 5 11 2 11 5 11 2 3 2 2 38 38 3 2 3 5 2 split_gain=1917.39 1151.43 129.613 126.386 53.5739 18.4587 18.1286 14.956 14.4139 15.1685 15.0547 13.1418 13.6128 13.0246 17.7432 17.2908 12.6473 12.2926 12.655 16.5169 8.86196 8.33305 7.18103 7.05572 6.88215 6.50837 16.6429 7.76269 6.35837 8.42891 threshold=0.00013046689127800003 0.99991196393966686 0.92614999413490307 3.9827746149967433e-06 0.017575767822563603 0.99998801946640026 1.0000000180025095e-35 8.9378974621467943e-07 0.4817045961624275 1.0000000180025095e-35 0.68772163120567387 3.4519272958277731e-05 0.8185736677115989 3.5000000000000004 0.99188911914825451 0.34387500000000004 0.0012464885949156502 2.5000000000000004 0.36455024778842932 0.51042118975249684 0.82240143369175633 0.68438714235252573 0.51408730158730165 1.0000000180025095e-35 1.0000000180025095e-35 0.58631332481907206 0.47844667409884806 0.62178642056690847 1.5000000000000002 0.16291708796764406 decision_type=2 2 2 2 2 2 10 2 2 2 2 2 2 8 2 2 2 8 2 2 2 2 2 2 2 2 2 2 8 2 left_child=3 2 4 7 6 -3 16 -1 9 -6 21 -5 -13 14 23 -15 28 18 19 24 -14 -11 -21 -4 -10 26 -20 -27 29 -2 right_child=1 5 13 11 8 -7 -8 -9 17 10 -12 12 20 15 -16 -17 -18 -19 25 22 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.0095055591234048283 0.00019067292181371276 0.0068277000180649808 0.0020059538203266391 -0.0055966269476421292 -0.00016675211490593215 0.0098882964129216461 0.036791053017902267 -0.0073878066069747493 0.00056380866610982556 0.0044981312359669966 -0.0024050962150917992 -0.0041672227994636367 0.053451763559052616 0.0035054040703762822 0.0041666542338857117 -0.0032727419180994389 -0.0005752172149449048 -0.00087398993156678555 -0.0020084042459369107 0.022301162042043032 0.00026379028124025495 0.01291480732535857 0.0054685778475972811 0.0095946179095750157 0.0077658128838020467 0.005504731792519626 0.0024111573820147047 0.0021990586551217388 -0.0030869566769538216 -0.0020701419859168618 leaf_weight=1323.7805284478236 231.15842702239752 228.54724344983697 810.32954096421599 684.75108081568033 2298.3505852799863 1430.1273003565148 1.2667821086943138 445.77179495198652 1803.2031209561974 57.412719305604696 28.093627873808146 391.35382134607062 0.31458048801869054 75.033415636979043 874.29219180159271 75.508347660303116 2034.2243904625066 311.92331945803016 127.76817857660353 4.7900718469172698 74.537024521734565 14.7942878305912 5.3822248168289661 12.440201222896574 13.366710498929022 78.682083481922746 255.78242371976376 731.23479233123362 320.62550449371338 575.38989565474913 leaf_count=303487 6869 7820 7208 79520 14545 90601 7 79140 12477 319 161 31292 31 744 15320 860 31851 2520 656 37 5430 66 46 103 71 409 1539 4019 14820 22544 internal_value=0 0.00171206 0.000514582 -0.00729435 1.38906e-05 0.00946658 -0.00103088 -0.00897207 0.000590473 -6.28427e-07 0.00380603 -0.00471493 -0.00341991 0.00292466 0.00317473 0.000105639 -0.00104604 0.00101598 0.00121117 0.000687958 0.000487325 0.0062226 0.0133949 0.00212069 0.000616803 0.00201201 0.000938915 0.0025202 -0.00189573 -0.00142219 internal_weight=0 12399.7 10741.1 2920.51 8893.45 1658.67 3162.66 1769.55 5730.78 2398.65 100.301 1150.96 466.205 1847.6 1697.06 150.542 3161.4 3332.13 3020.21 1826.74 74.8516 72.207 10.1723 822.77 1816.57 1193.47 383.551 809.917 1127.17 806.548 internal_count=734512 235612 137191 498900 112956 98421 76091 382627 36865 15091 546 116273 36753 24235 22631 1604 76084 21774 19254 12631 5461 385 83 7311 12548 6623 2195 4428 44233 29413 is_linear=0 shrinkage=0.01 Tree=502 num_leaves=31 num_cat=0 split_feature=10 1 10 1 10 1 10 10 6 10 1 1 6 10 6 10 5 10 10 1 6 5 5 1 10 6 1 18 1 10 split_gain=210.049 132.983 49.5534 39.6458 58.3429 64.8736 46.8575 54.8995 43.7784 42.0031 37.7962 33.0242 32.2679 32.0163 35.012 30.6845 29.7055 27.8794 32.8812 27.6463 37.1143 26.5296 24.523 28.8939 44.9727 26.4132 27.2923 25.5573 25.9609 22.7732 threshold=2.6550000000000007 -361.49999999999994 2.6550000000000007 -122.49999999999999 3.2350000000000008 -192.49999999999997 4.995000000000001 5.3350000000000009 1.5000000000000002 5.1150000000000011 -125.49999999999999 -364.49999999999994 143.50000000000003 9.2600000000000016 14.500000000000002 5.4750000000000005 5.5000000000000009 2.5250000000000004 1.635 -64.499999999999986 97.500000000000014 1.5000000000000002 1.5000000000000002 -287.49999999999994 7.6350000000000007 51.500000000000007 -202.49999999999997 1.0000000180025095e-35 -278.49999999999994 8.4800000000000022 decision_type=10 10 8 10 10 8 10 10 2 10 8 10 2 10 2 10 10 10 10 10 2 10 10 10 10 2 10 2 8 8 left_child=1 2 -1 4 11 8 -7 10 9 -6 -8 -2 16 -5 -15 -10 -9 18 19 -3 -21 -11 23 24 -17 26 -24 29 -29 -25 right_child=3 17 -4 13 5 6 7 12 15 21 -12 -13 -14 14 -16 22 -18 -19 -20 20 -22 -23 25 27 -26 -27 -28 28 -30 -31 leaf_value=0.002991637947649868 0.0022056956123428684 -0.00024811224698897174 0.0069535528574163072 2.9474059654920156e-05 -0.0010627108622963217 -0.0014294846527746674 -0.0024083034307847738 -0.0021363591773345299 -0.0028911699384909662 0.0056701893260329888 -0.0086511280422540641 -0.0027249699803191521 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leaf_count=27835 18596 16650 37371 272442 15060 54798 12353 51585 63887 6579 31795 4295 16079 3009 29948 4769 590 2690 7241 10889 468 8551 10896 12032 316 12646 453 34 631 24 internal_value=0 0.00228931 0.00478643 -0.000604104 -0.00120715 -0.00162674 -0.00269548 -0.00410389 -0.000385665 0.00131639 -0.00681385 0.00121622 -0.00247541 -6.1384e-05 -0.00558831 -0.00152223 -0.0017596 0.0006064 0.000204841 0.000896341 0.00266522 0.00326484 0.00012964 0.00217979 0.00564336 -0.00181559 0.000282568 -0.000606653 0.00905443 -0.00220112 internal_weight=0 3164.42 1274.02 12113.5 5737.82 4890.99 2627.95 1244 2263.04 906.109 466.952 846.834 777.052 6375.65 103.115 1356.93 691.704 1890.41 1704.08 1365.65 536.475 498.139 614.921 299.386 133.475 315.534 206.786 165.911 23.503 142.408 internal_count=734512 103144 65206 631368 325969 303078 167200 112402 135878 30190 44148 22891 68254 305399 32957 105688 52175 37938 35248 28007 11357 15130 41801 17806 5085 23995 11349 12721 665 12056 is_linear=0 shrinkage=0.01 Tree=503 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 10 10 5 10 10 1 10 5 4 2 6 1 10 1 1 5 6 10 18 6 1 10 11 10 2 split_gain=1886.83 1139.17 127.151 126.529 102.938 66.2556 49.7514 39.7463 33.8626 33.5248 54.5443 33.8719 24.3825 24.0529 31.5558 24.9035 30.5284 24.0058 47.739 92.9575 35.6103 24.7051 23.6531 23.0659 37.9214 25.031 22.1875 21.9858 21.7988 21.4489 threshold=0.00013046689127800003 0.99991196393966686 0.92614999413490307 3.9827746149967433e-06 -390.49999999999994 3.4250000000000003 3.9650000000000003 1.5000000000000002 5.995000000000001 9.0500000000000025 -4.4999999999999991 3.2350000000000008 5.5000000000000009 19.500000000000004 0.72771403353927633 17.500000000000004 -253.49999999999997 6.1150000000000011 -59.499999999999993 -53.499999999999993 3.5000000000000004 141.50000000000003 5.955000000000001 1.0000000180025095e-35 4.5000000000000009 -80.499999999999986 3.9050000000000007 0.12629276514053342 5.0250000000000012 0.45244745943069969 decision_type=2 2 2 2 10 10 10 10 10 8 8 10 10 8 2 2 10 10 10 10 10 2 10 2 2 10 8 2 10 2 left_child=3 2 4 -1 6 -6 26 13 -5 10 17 -12 27 14 15 16 28 -4 20 -20 21 -19 -14 -10 -25 -26 -2 -8 -7 -23 right_child=1 -3 9 8 5 7 12 -9 23 -11 11 -13 22 -15 -16 -17 -18 18 19 -21 -22 29 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.0089602684119371532 -0.0017170950733863192 0.0094557602242965472 0.0045820739013073541 -0.0053095018667373428 -0.00089918967451713377 -0.0081746578614600666 -0.0068361709395840485 -0.00020240090329169927 -0.00086602253540600982 0.0067743885004285919 0.0030525041684282632 -0.002395741301236317 -0.0052064276518148994 0.0020801486841753669 -0.0088592265390779433 0.0032378266216276427 -0.0029998700507756853 0.0067283813931594116 -0.019552086093630336 0.0020700072489445039 -0.0033091325529771864 -0.01736762219051579 0.02029171590750772 -0.010179309404234766 0.03218643748531512 0.1296906797301855 0.001967242289863187 -0.002841915572671961 0.0084617579906161398 0.0031342863223635642 leaf_weight=1751.4181210829411 804.40498767700046 1641.0130414403975 796.75937765091658 1011.4428770588711 2281.5805567912757 9.6327104419469816 299.85854475060478 1508.4446777179837 127.1245405212976 199.20703517831862 181.63377915229648 306.95148610696197 6.9713298394344729 3003.3068468347192 39.404791628941894 191.63210918428376 230.62458868790418 186.09114013798535 29.017895497381687 63.163574554026127 58.068303672596812 8.1437793299555796 7.6088044717907906 2.6018805829808107 3.3067971165291969 0.28606495447456826 205.13466388452798 254.9968739412725 43.191486759111285 13.666109181940554 leaf_count=382627 6852 98421 7666 103360 22286 139 16018 22660 12418 6572 3887 1900 257 33576 460 2360 2835 2556 129 660 745 40 49 167 305 23 2000 3056 408 80 internal_value=0 0.00169627 0.000509497 -0.00727043 1.37901e-05 0.000514066 -0.00230159 0.00115559 -0.00468508 0.00290014 0.00243055 -0.000370331 -0.00466508 0.0017379 -0.000259942 0.000453311 -0.00142922 0.00361546 0.00146508 -0.00473643 0.00361445 0.00554825 0.00810006 5.21748e-05 0.0188948 0.0399498 -0.000968452 -0.00500052 0.00542804 -0.0045211 internal_weight=0 12370.5 10729.5 2896.18 8886.79 7307.82 1578.98 5026.24 1144.76 1842.7 1643.5 488.585 569.436 3517.79 514.486 475.081 283.449 1154.91 358.151 92.1815 265.969 207.901 14.5801 133.319 6.19474 3.59286 1009.54 554.855 52.8242 21.8099 internal_count=734512 235612 137191 498900 112956 84724 28232 62438 116273 24235 17663 5787 19380 39778 6202 5742 3382 11876 4210 789 3421 2676 306 12913 495 328 8852 19074 547 120 is_linear=0 shrinkage=0.01 Tree=504 num_leaves=31 num_cat=0 split_feature=10 1 10 1 10 1 10 10 10 5 1 4 10 10 1 5 10 10 3 1 1 1 5 10 10 1 1 3 3 3 split_gain=203.144 129.574 48.7611 38.7559 56.3378 63.205 45.9439 54.0906 42.3149 51.6667 37.5195 34.9298 45.533 42.1329 32.0813 28.3327 27.5258 32.1306 27.1859 35.08 27.1069 32.5662 27.2329 40.1846 26.3105 22.5646 22.4986 36.5391 21.4067 21.1648 threshold=2.6550000000000007 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8.7958233431970301e-05 -0.0014091959990956055 -0.0023771813756611592 0.0031926062504174027 0.0050891582281890535 0.0034645885719137436 -0.0086170670794161203 0.00032360271473406396 0.012364755575299785 -0.0072108236474040166 -0.0026954555494220047 0.0083912641746324377 0.0042472584278464955 -0.0025654786720322753 0.0050838707246400484 0.0025078728280760244 0.00013369241724322056 0.014291231532342278 0.10563609406905129 0.01217979560855496 -0.0033719051818191675 -0.0049313466177438592 -0.00016323451370985358 -0.002798601988359566 -0.0018040037503707384 -0.0031683616736928755 leaf_weight=692.87609863001853 673.97335142083466 741.97951122373343 570.67113224091008 462.85238821036182 301.03705290541984 1378.2422967774328 136.87576433643699 67.057063134387136 398.48255564738065 88.102874614996836 325.55500202579424 5029.8074247650802 18.454534999793395 77.007595090428367 169.49119994975626 23.393419651780277 186.15770143829286 337.46952590998262 138.29557712795213 481.63947584154084 756.96729859546758 2.919008891331031 1.0151298050768669 0.84147320478223275 682.19390097656287 12.756691669812428 188.85412289807573 68.88028677762486 618.56172423274256 592.35281306435354 leaf_count=27835 18596 14695 37371 28797 12663 54798 12353 3355 16863 2372 31795 208614 804 25986 4295 860 2690 7241 3121 10191 40138 202 30 28 64039 800 12378 4914 46359 40329 internal_value=0 0.00225724 0.00473517 -0.000594625 -0.00119248 -0.00160577 -0.00266436 -0.00406503 -0.000379658 0.000729115 -0.00677011 -5.78045e-05 -0.00149717 -0.000148983 0.00119356 -0.00244602 0.000596719 0.000196823 0.000881295 0.000406313 0.000536826 0.00901657 0.0333359 0.0632786 -0.00278439 0.00529547 0.00274962 0.00392665 -0.00114715 -0.00207111 internal_weight=0 3149.09 1263.55 12075.7 5713.05 4869.59 2613.32 1235.08 2256.27 1362.88 462.431 6362.62 1332.81 869.962 843.465 772.644 1885.54 1699.38 1361.91 1223.62 792.954 35.9868 4.77561 1.8566 749.251 31.2112 656.217 467.363 706.665 893.39 internal_count=734512 103144 65206 631368 325969 303078 167200 112402 135878 82886 44148 305399 96785 67988 22891 68254 37938 35248 28007 24886 42002 1864 260 58 67394 1604 34155 21777 48731 52992 is_linear=0 shrinkage=0.01 Tree=505 num_leaves=31 num_cat=0 split_feature=10 1 10 1 10 1 10 10 6 10 1 4 10 10 6 1 10 6 5 10 10 1 6 1 1 10 10 5 5 1 split_gain=199.346 127.637 48.421 38.042 55.2764 62.1029 45.3276 53.5987 42.5546 40.5364 37.3293 34.265 44.7512 41.541 31.8109 31.4628 29.6991 28.7341 28.1563 26.9709 31.507 26.4705 36.4451 26.4688 31.0539 26.4538 42.3222 25.4687 23.3149 27.8927 threshold=2.6550000000000007 -361.49999999999994 2.6550000000000007 -122.49999999999999 3.2350000000000008 -192.49999999999997 4.995000000000001 5.3350000000000009 1.5000000000000002 5.1150000000000011 -125.49999999999999 26.500000000000004 5.2150000000000007 9.1600000000000019 143.50000000000003 -364.49999999999994 5.4750000000000005 105.50000000000001 5.5000000000000009 2.5250000000000004 1.635 -64.499999999999986 97.500000000000014 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29.6285 35.8356 25.3558 44.1245 36.9832 35.4937 20.9918 20.503 20.4617 23.8877 20.2639 20.0423 19.782 18.8084 18.0043 17.1489 16.1929 threshold=2.6550000000000007 1.0000000180025095e-35 2.6550000000000007 3.5000000000000004 0.23132664437012262 2.5250000000000004 2.5650000000000004 1.0000000180025095e-35 9.8950000000000014 5.5050000000000008 4.3750000000000009 1.0000000180025095e-35 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5.0050000000000008 1.0000000180025095e-35 0.60078125000000016 0.68772163120567387 5.2150000000000007 4.8650000000000011 0.49882629107981225 0.51408730158730165 5.535000000000001 0.42598071444225294 4.8950000000000005 0.73701079622132271 0.84248120300751894 5.5650000000000004 0.39938650306748474 decision_type=10 2 8 10 2 8 8 2 10 10 10 2 8 2 2 10 2 2 2 10 10 2 2 10 2 10 2 2 10 2 left_child=1 2 -1 8 -5 -3 -7 -4 9 10 -2 13 19 14 15 20 -17 -18 -19 -13 29 24 -23 -11 -14 -22 -8 -24 -6 -12 right_child=3 5 7 4 28 6 26 -9 -10 23 11 12 21 -15 -16 16 17 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287.70618720771745 1720.5606737879571 270.95848088990897 62.613083585398272 413.28973170719109 55.562244405737147 36.185098111629486 10.593930885661392 177.24204329983331 62.015977833187208 270.0253626445774 571.09095297125168 2339.5820543449372 177.24664754001424 177.66991833713837 253.68383974395692 146.71969053312205 336.43096487247385 163.4026694863569 leaf_count=29006 112113 10332 38565 17422 27109 910 19267 329 23800 5358 7277 23620 86212 18739 2134 37929 5261 490 736 13553 2493 10739 40152 121423 14659 10446 4735 4245 36218 9240 internal_value=0 0.00221828 0.00424677 -0.000583477 -0.00236475 0.000645194 0.00146046 0.00601796 -0.000431081 -0.000391101 -0.00066278 -0.00126377 -0.000671547 -0.00266752 -0.00337254 -0.00379895 -0.00540197 0.000476614 0.00702812 -0.00338937 -0.00233435 -0.000233638 0.000933529 0.000568808 -0.000841165 -0.000115984 0.0011062 -2.02365e-05 -0.00375891 -0.00397203 internal_weight=0 3140.73 1371.8 12062.3 950.65 1768.93 1243.11 625.552 11111.7 11017.2 8586.91 4764.15 3350.59 1413.56 1142.6 1079.99 515.631 102.341 46.779 464.948 564.359 2885.64 987.836 2430.31 1897.81 239.686 1164.53 717.811 615.134 324.673 internal_count=734512 103144 67900 631368 80749 35244 24912 38894 550619 526819 400038 287925 193180 94745 76006 73872 44416 6487 1226 37173 29456 156007 55136 126781 100871 12939 24002 44397 63327 16517 is_linear=0 shrinkage=0.01 Tree=507 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 10 10 1 10 10 10 10 1 1 10 6 11 11 11 6 3 3 1 1 10 1 11 10 6 1 split_gain=1850.06 1123.1 126.755 124.96 96.8073 61.7822 43.289 38.763 63.4445 34.3809 33.608 22.3058 55.1649 96.0767 32.3493 29.5731 21.445 19.0373 18.8334 18.4368 45.9232 42.3488 21.6795 18.3727 26.6102 28.0341 18.2421 18.5631 18.1278 32.1735 threshold=0.00013046689127800003 0.99991196393966686 3.9827746149967433e-06 0.85901859402656566 -390.49999999999994 3.4950000000000006 3.9650000000000003 -3.4999999999999996 6.4350000000000014 3.9350000000000005 5.8950000000000005 6.1150000000000011 -59.499999999999993 -53.499999999999993 6.1550000000000011 141.50000000000003 0.1800593510270119 0.99188911914825451 0.99998801946640026 87.500000000000014 0.34514106583072107 0.31287650602409645 -367.49999999999994 -89.499999999999986 3.3550000000000004 -125.49999999999999 0.12629276514053342 7.2950000000000008 432.50000000000006 -66.499999999999986 decision_type=2 2 2 2 10 10 10 8 8 10 10 10 10 10 10 2 2 2 2 2 2 2 8 10 8 10 2 10 2 8 left_child=2 3 -1 4 6 23 -2 11 9 -9 -4 17 14 -14 -13 -16 -7 -5 28 -12 21 -21 -22 24 -6 -26 27 -8 -3 -30 right_child=1 18 10 7 5 16 26 8 -10 -11 19 12 13 -15 15 -17 -18 -19 -20 20 22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.0089458710194244024 -0.0011143754427799207 0.0071307170293633407 -0.0052978296164218688 0.0032525327670315219 -0.00099953272965557123 0.00059890450517040717 -0.0066044947149115716 0.0015202548408313075 0.0073685171100341717 -0.003422901730251577 -0.001654996092684436 0.010142936652212307 -0.019433000737265824 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11 10 10 47 10 47 10 11 10 0 4 11 2 2 5 38 10 10 47 2 11 10 10 10 10 4 split_gain=1824.52 1113.01 126.854 122.838 46.7349 33.2712 31.2485 31.5657 30.3247 28.6292 24.5565 22.8734 22.3463 20.9106 19.345 18.9496 18.4046 22.2265 18.2249 17.746 16.8725 16.2468 15.8455 15.4501 15.3892 13.2085 13.1627 13.0178 18.1131 13.2278 threshold=0.00013046689127800003 0.99991196393966686 3.9827746149967433e-06 0.85901859402656566 0.0038593490608036002 5.995000000000001 8.615000000000002 1.0000000180025095e-35 3.4950000000000006 1.0000000180025095e-35 6.1150000000000011 0.99188911914825451 4.0250000000000012 1.0000000180025095e-35 28.500000000000004 0.99998801946640026 0.49882629107981225 0.50151515151515158 1.5000000000000002 1.0000000180025095e-35 7.6350000000000007 8.3400000000000016 1.0000000180025095e-35 0.44405320813771521 8.9378974621467943e-07 2.9550000000000005 2.3750000000000004 3.2350000000000008 5.3350000000000009 29.500000000000004 decision_type=2 2 2 2 2 10 8 2 10 2 10 2 8 2 8 2 2 2 10 2 10 10 2 2 2 10 10 10 10 10 left_child=2 3 24 4 9 22 7 19 -6 21 11 -9 -11 18 20 25 23 -18 -10 27 -15 -2 26 -16 -1 -3 -4 -5 -29 -30 right_child=1 15 5 6 8 -7 -8 10 13 12 -12 -13 -14 14 16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.009485956579139242 -0.0038995891486182438 0.0094152076961583116 -0.0010312560225602008 0.0023873771835153626 -0.00055660505484215203 7.682282899081873e-05 0.0060088514269833913 0.0029328362085666894 0.001725547983606455 -0.0026546508942018941 0.00089687167175972915 0.0063798396076591296 1.3289740874827366e-05 -0.0040234746462381541 -0.00057496692754459787 0.0098696064009898745 0.0052256097163960406 -0.00092333171605098868 0.00010973396043634242 0.0087300879872184711 0.010293790890571839 0.02530578835928686 -0.0043327671661909867 -0.012462023391278894 -0.007304884553353823 0.0045241484648151252 -0.0076233009728317149 -0.0017029248005475221 0.0051295409194349138 -0.00043292470789595887 leaf_weight=1281.6254027797841 409.17555258283392 100.50171205028892 33.555436340160668 225.43752682115883 2357.382803754881 132.99733370682225 238.90426393784583 565.42077658697963 2286.9791825814173 447.85575006809086 330.1991454847157 291.88437022641301 1049.9701783298515 176.96393340546638 484.18276907503605 1380.8668236639351 134.38950032554567 104.49380410928279 1004.7069779201411 26.230391152203083 8.632683798670767 1.9136811979114998 653.95954285515472 11.186736445873974 432.72851357678883 122.52860254049301 311.3025164694991 374.03108442947268 81.81821770966053 89.535572871565819 leaf_count=303487 18078 4979 1048 4282 14183 12913 7167 4186 18733 12616 3875 3694 29377 1298 3347 90601 864 796 10769 257 49 24 67300 94 79140 2841 35012 2340 605 557 internal_value=0 0.00166431 -0.00722005 0.000499981 -4.87017e-05 -0.00462178 0.00259205 0.00218073 0.000351542 -0.00142601 0.00321397 0.00410643 -0.000784435 0.000859872 -0.000473078 0.00943277 0.000256024 0.0025359 0.00123236 0.000641336 -0.00335753 -0.00376363 -0.00524742 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0.92614999413490307 -390.49999999999994 3.4250000000000003 3.9650000000000003 5.8950000000000005 9.0500000000000025 -4.4999999999999991 3.2350000000000008 19.500000000000004 0.27320574162679429 6.1150000000000011 -59.499999999999993 -53.499999999999993 6.1550000000000011 141.50000000000003 20.500000000000004 1.0000000180025095e-35 4.5000000000000009 -80.499999999999986 0.1800593510270119 289.50000000000006 3.9050000000000007 0.99998801946640026 0.12629276514053342 0.52960654460459688 -348.49999999999994 5.8950000000000005 decision_type=2 2 2 2 10 10 10 10 8 8 10 8 2 10 10 10 10 2 8 2 2 10 2 2 8 2 2 2 10 8 left_child=2 3 -1 4 6 -6 18 28 9 13 -11 12 -7 -5 16 -16 -15 -18 -2 -9 -21 -22 -13 -24 -20 -3 -8 -19 29 -4 right_child=1 25 7 8 5 11 26 19 -10 10 -12 22 -14 14 15 -17 17 27 24 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0089249165811057934 0.0054289191968038709 0.0067023855710828971 -0.007990823376744078 0.0044982400174650716 -0.00088458460255045679 -0.0052973644404652629 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49.38089444488287 188.79167713411152 1367.9241078263149 259.43087192252278 9.6023993790149671 713.89097340218723 11.282823743298648 leaf_count=382627 462 7820 27875 7666 22286 1410 16268 13402 6572 3887 1900 45533 7580 1281 129 660 2025 71 6549 169 332 23 7656 259 1841 90601 3112 44 74306 166 internal_value=0 0.00165045 -0.00719909 0.000495262 1.30941e-05 0.000504213 -0.00227703 -0.00459629 0.00283778 0.00238286 -0.000346809 0.00113384 -0.00079102 0.00354303 0.00142205 -0.00467277 0.00354377 0.00167728 -0.00101223 -9.99583e-05 0.0170535 0.0349484 0.00144232 0.00231339 -0.00134199 0.00942298 -0.00455182 -0.00844366 -0.00524639 -0.00744961 internal_weight=0 12284.9 2826.03 10695.3 8869.65 7303.42 1566.22 1126.74 1825.67 1631.7 486.665 5025.2 694.105 1145.03 355.55 91.8123 263.738 205.146 1006.56 142.329 6.61314 3.99075 4331.09 1653.22 957.54 1589.58 559.662 21.6604 984.412 270.521 internal_count=734512 235612 498900 137191 112956 84724 28232 116273 24235 17663 5787 62438 8990 11876 4210 789 3421 2140 8852 13926 524 355 53448 7915 8390 98421 19380 115 102347 28041 is_linear=0 shrinkage=0.01 Tree=510 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 11 1 10 10 4 10 10 1 10 1 10 10 18 6 10 1 1 6 3 10 4 10 10 1 11 split_gain=1774.71 1108.32 124.812 98.6331 81.0808 54.4344 49.0943 43.3429 37.7036 33.6213 33.2031 31.7441 33.946 26.651 37.0546 28.986 26.2477 29.1997 36.4059 23.8175 29.6609 79.5314 39.6834 23.5709 23.2242 21.6353 20.9105 20.4484 19.4242 19.1868 threshold=7.8999906691024093e-05 0.99991196393966686 0.12629276514053342 3.9827746149967433e-06 -390.49999999999994 0.98303884267807018 -1.0000000180025095e-35 3.1750000000000003 4.0250000000000012 1.5000000000000002 5.7250000000000005 2.5250000000000004 -81.499999999999986 8.615000000000002 -344.49999999999994 3.9350000000000005 6.0750000000000011 1.0000000180025095e-35 4.5000000000000009 6.1150000000000011 -59.499999999999993 -52.499999999999993 63.500000000000007 0.15430402930402928 6.9050000000000011 19.500000000000004 8.3400000000000016 4.9450000000000012 -371.49999999999994 0.99998801946640026 decision_type=2 2 2 2 10 2 8 10 10 8 8 10 10 8 10 10 10 2 2 10 10 10 2 2 10 8 10 10 8 2 left_child=3 2 4 -1 7 6 11 -2 -6 -9 27 12 -4 14 15 -7 -5 -18 -19 -16 22 -22 24 -20 -21 -10 -11 -8 -17 -3 right_child=1 29 5 16 8 13 10 9 25 26 -12 -13 -14 -15 19 28 17 18 23 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0089143226378568374 -0.0010731989399824276 0.0066760847127728343 -0.0061499007883321468 -0.0054803025980448396 -0.0011864248460631188 0.0031168890905590081 -0.0011241152915747795 0.083012251643836535 -0.001500299702070169 -0.0059914964916947333 0.0034705286918386645 0.0018595246582459874 0.00076055102201379502 0.0073334318863684635 0.0055961411289116208 0.0081808319441002263 -0.0014054096434161696 -0.010169246843236146 0.13182401862929921 0.0086347845584644999 -0.020374770038034423 0.0029305595282380992 -0.012611047277032598 0.03580821670248014 0.00059849333726099297 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89.3989 19.0117 25.7358 17.1369 16.7459 16.4368 16.3869 15.7613 threshold=7.8999906691024093e-05 0.99991196393966686 0.6303343176841737 3.9827746149967433e-06 -390.49999999999994 3.9350000000000005 3.9650000000000003 -3.4999999999999996 6.4350000000000014 3.9350000000000005 0.99188911914825451 8.3400000000000016 6.0750000000000011 1.0000000180025095e-35 0.0025646678404882004 0.99998801946640026 -65.499999999999986 6.1150000000000011 0.61925832279814597 6.1250000000000009 5.7250000000000005 -57.499999999999993 -52.499999999999993 -61.499999999999993 0.89619252873563238 2.2150000000000003 2.5250000000000004 -348.49999999999994 0.98303884267807018 8.9378974621467943e-07 decision_type=2 2 2 2 10 10 10 8 8 10 2 10 10 2 2 2 10 8 2 8 10 10 10 10 2 10 10 10 2 2 left_child=3 2 4 29 6 14 25 10 9 28 17 -8 27 -14 -6 -3 -15 26 19 -19 -12 23 -23 24 -22 -2 -4 -5 -9 -1 right_child=1 15 7 12 5 -7 11 8 -10 -11 20 -13 13 16 -16 -17 -18 18 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0094688663055650969 0.00072174263294565839 0.0066497519850736847 -0.0026659613314609105 -0.0076976121864031268 -0.0023869227995421088 0.00098752526916414687 -0.0053943599667248057 -0.00065050367799903027 0.0066772556383169462 -0.0031297677750996007 0.0060804907726117723 0.016724005136857838 -0.0013932707324059083 0.018003297538082521 -0.00031132149815949243 0.009852235412361153 0.10417915738821751 -0.014473922543766131 -0.0066557927945607043 0.0025700643926381017 0.0035974222318365719 -0.021955871057779516 0.0039803279479550362 0.0094250885545004385 -0.014037796928705538 -0.0023571601532510538 0.0029433507037644096 -0.0045788559961852824 0.0033645981500256194 -0.0072334449995776467 leaf_weight=1247.4488610078115 267.47861064784229 218.97873141150922 55.715593088418245 234.97002536896616 687.80090643605217 3883.4135753014125 455.62184209376574 243.84515009447932 137.64197773765773 329.83171175792813 352.46262473426759 5.4668991379439822 102.97585083474405 4.9695451073348522 1869.5489114765078 1342.4069406958297 0.26235633343458076 6.7151667773723593 84.774133387953043 284.13102506101131 127.35696795023978 17.209434680640697 58.350454896688461 54.83284324221313 8.8502010870724899 557.69807585980743 1189.0723960697651 601.77655183942989 174.31344086304307 422.14491502312012 leaf_count=303487 1792 7820 439 25702 18053 59275 20687 1688 4948 1987 5367 45 10708 396 11988 90601 17 36 667 2166 1516 80 654 1398 157 6037 7277 66563 3821 79140 internal_value=0 0.00156186 0.000433681 -0.00744156 -0.000242872 0.000250158 -0.00271164 0.0021065 0.000355279 -0.000808064 0.00279905 -0.00513211 -0.00485826 -0.000246498 -0.000869556 0.0094031 0.0223246 0.00211065 0.000183167 0.00217655 0.00460095 0.0026449 -0.00192687 0.00445312 0.00245156 -0.00135914 0.00269228 -0.00545465 0.00102323 -0.00890366 internal_weight=0 12413.5 10852.1 2614.55 7727.03 6440.76 1286.27 3125.1 885.632 747.99 2239.47 461.089 944.954 108.208 2557.35 1561.39 5.2319 1620.41 375.62 290.846 619.063 266.6 75.5599 191.04 136.207 825.177 1244.79 836.747 418.159 1669.59 internal_count=734512 248499 150078 486013 117877 89316 28561 32201 12444 7496 19757 20732 103386 11121 30041 98421 413 10585 2869 2202 9172 3805 734 3071 1673 7829 7716 92265 5509 382627 is_linear=0 shrinkage=0.01 Tree=512 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 47 28 4 11 47 11 11 11 3 4 11 47 3 3 3 4 3 18 3 4 47 3 13 3 3 split_gain=1726.93 1088.03 120.886 98.8691 52.8787 33.7831 28.4614 20.8306 19.4301 16.1336 16.0879 15.8491 15.1223 14.8174 17.0966 14.1449 13.8501 12.7292 12.1309 12.0794 14.9065 9.59697 9.22232 11.1154 15.7369 9.46769 13.7334 14.4135 8.6574 10.6113 threshold=7.8999906691024093e-05 0.99991196393966686 0.12629276514053342 3.9827746149967433e-06 0.98303884267807018 1.0000000180025095e-35 1.0000000180025095e-35 42.000000000000007 0.99998801946640026 1.0000000180025095e-35 0.0009053001122083001 8.9378974621467943e-07 0.0038593490608036002 0.31287650602409645 25.500000000000004 0.0021208993857726004 1.0000000180025095e-35 0.80969148222669363 0.55298573975044574 0.71892556179775291 23.500000000000004 0.76506899055918665 1.0000000180025095e-35 0.49441323345817728 27.500000000000004 1.0000000180025095e-35 0.11180555555555556 1.0000000180025095e-35 0.31287650602409645 0.39484741264927026 decision_type=2 2 2 2 2 2 2 8 2 2 2 2 2 2 10 2 2 2 2 2 10 2 2 2 8 2 2 2 2 2 left_child=3 2 5 11 17 6 12 10 -3 -5 -7 -1 -2 14 -12 -8 18 21 -6 20 -14 22 23 24 -4 26 -26 -28 -24 -30 right_child=1 8 4 9 16 7 15 -9 -10 -11 13 -13 19 -15 -16 -17 -18 -19 -20 -21 -22 -23 28 -25 25 -27 27 -29 29 -31 leaf_value=-0.0094628530734801354 -0.0044294998045003283 0.0066233878982678599 -0.0019695328578658092 -0.006673122918267254 0.0032612678316284146 -0.0014402203964926678 -0.0027042081688778323 0.031150120159583992 0.0098464239389784922 -0.0039005666255285992 -0.0041937682113097983 -0.0072125760924891457 0.0041932643679244231 0.00053367243301381513 -0.00039035848401265661 0.002598208423581984 0.0043029490154572044 0.002139913315069531 4.5573734321693186e-05 -0.0046421518450485352 -0.0017446641023299788 -0.0019856617325373503 -0.00080864135487359213 0.0013247974368845142 0.0012072594434348817 0.0011378192835479087 -0.0024943757692028126 0.016153065660457912 0.0096310528829583169 0.002419174091603049 leaf_weight=1235.8174275741912 365.98128714272752 217.65849570091814 288.18899469263852 316.15901123802178 328.42315283790231 849.9566047731787 71.609679159708321 2.1183135509490958 1329.8302694410086 624.34639139729552 139.51958225574344 419.14773457730189 46.345492199063301 2304.7524807518348 772.90856674127281 169.13939512148499 663.73676164261997 753.46883061528206 182.50060361158103 128.50761606730521 481.62016859510913 127.37444203160703 32.986619688570499 1568.2727579884231 227.86513138376176 1001.3766860030591 247.34435527585447 4.215721294283866 33.342516630887985 52.567614570260048 leaf_count=303487 18424 7820 1729 34844 6795 36314 3246 11 90601 68542 1365 79140 716 26949 6268 1766 9525 4480 2574 2386 7326 753 164 9430 1835 5587 2006 21 150 258 internal_value=0 0.00154904 0.000429667 -0.00742161 0.00146818 -0.000643748 -0.00207233 -0.000200278 0.0093931 -0.00483259 -0.000216606 -0.00889293 -0.0028007 0.000106664 -0.000971939 0.00102103 0.00335026 0.000958428 0.00211263 -0.00189266 -0.00122343 0.000710011 0.000809358 0.000711856 0.000168462 0.000584552 -0.00057106 -0.00218188 0.0035461 0.00521817 internal_weight=0 12391.6 10844.1 2595.47 5511.66 5332.46 1263.2 4069.26 1547.49 940.505 4067.14 1654.97 1022.45 3217.18 912.428 240.749 1174.66 4337 510.924 656.473 527.966 3583.53 3456.16 3337.26 1768.99 1480.8 479.425 251.56 118.897 85.9101 internal_count=734512 248499 150078 486013 45307 104771 33864 70907 98421 103386 70896 382627 28852 34582 7633 5012 18894 26413 9369 10428 8042 21933 21180 20608 11178 9449 3862 2027 572 408 is_linear=0 shrinkage=0.01 Tree=513 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 47 10 47 10 10 18 10 10 10 11 11 38 11 28 47 18 10 38 10 10 47 28 10 10 10 split_gain=1703.45 1078.03 118.963 98.9806 53.4874 30.7125 30.1715 29.4694 28.1325 25.828 27.1184 24.8954 23.9803 23.439 22.1574 19.5513 17.2679 15.9368 15.195 29.4281 26.2952 31.2207 18.4702 13.8802 13.5925 13.4237 13.1785 19.2377 17.3092 21.2276 threshold=7.8999906691024093e-05 0.99991196393966686 0.85901859402656566 3.9827746149967433e-06 0.0038593490608036002 1.0000000180025095e-35 8.615000000000002 1.0000000180025095e-35 3.4950000000000006 6.0750000000000011 1.0000000180025095e-35 8.3400000000000016 4.2350000000000012 6.1150000000000011 0.99188911914825451 0.99998801946640026 1.0000000180025095e-35 8.9378974621467943e-07 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.9050000000000011 1.0000000180025095e-35 2.3750000000000004 2.9550000000000005 1.0000000180025095e-35 1.0000000180025095e-35 5.8550000000000013 3.2350000000000008 6.4350000000000014 decision_type=2 2 2 2 2 2 8 2 10 10 2 10 8 10 2 2 2 2 2 2 2 10 2 10 10 2 2 10 10 10 left_child=3 2 4 17 5 11 7 16 -6 25 -11 23 -7 14 -9 24 26 -1 19 20 22 -22 -10 -2 -3 -5 28 -28 -4 -30 right_child=1 15 6 9 8 12 -8 13 18 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.009456796023367001 -3.0983342551000408e-05 0.0093735238765025718 0.0022111085505960616 -0.0071335123666587995 -0.00053631991444493649 -0.0026149199613354052 0.0058968344910501624 0.0028270956818700023 -0.0025709226210292504 -0.0013433200689082474 0.021828709140784129 0.02981970782302441 -1.4981506425748362e-05 0.00082949577674719724 0.0062480258343827503 0.0098406010402067208 0.0086517371151051577 -0.0071916243140994927 0.0033219365894262241 0.0010976224345806901 -0.0066830443192976144 0.0044238019500153257 0.0048599118334661275 -0.004744984468373706 0.0043342340767213317 -0.0044679117373392424 0.0053373598431689043 -0.014131396688497935 -0.0020236504757804243 0.0043712393771910924 leaf_weight=1224.3005857575918 74.857726942747831 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0.00659699 -0.00540588 0.000337602 0.00407806 -0.000121637 -0.00120756 internal_weight=0 12371.2 10837.5 2576.58 8637 2072.54 2200.52 1966.65 6564.45 936.096 107.712 454.256 1618.29 1173.63 846.697 1533.72 793.013 1640.48 4209.66 3978.65 747.924 168.299 579.625 452.065 216.351 828.384 767.192 83.8929 683.299 466.253 internal_count=734512 248499 150078 486013 123115 72982 26963 19796 50133 103386 11121 22037 50945 11755 7880 98421 8041 382627 35950 34294 12199 1251 10948 22006 7820 92265 7784 585 7199 2980 is_linear=0 shrinkage=0.01 Tree=514 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 10 10 10 0 10 11 4 2 2 11 10 11 5 11 10 5 10 10 11 10 5 10 10 3 split_gain=1680.29 1068.09 116.894 99.0859 48.485 28.3243 25.993 25.572 23.7531 20.8445 20.4782 19.6652 18.882 17.1569 20.3395 16.0243 15.8474 15.8165 14.651 14.3588 13.5881 13.4195 14.5656 14.0541 13.208 12.7297 22.1038 14.258 15.5689 12.8777 threshold=7.8999906691024093e-05 0.99991196393966686 0.76014459133148204 3.9827746149967433e-06 0.0038593490608036002 5.285000000000001 8.2700000000000014 6.0750000000000011 3.4950000000000006 1.0000000180025095e-35 8.2000000000000011 0.99998801946640026 28.500000000000004 0.49882629107981225 0.50151515151515158 8.9378974621467943e-07 7.6350000000000007 0.9982588291168214 1.5000000000000002 0.96394401788711548 2.9550000000000005 10.500000000000002 4.8950000000000005 4.1150000000000011 0.98303884267807018 4.6750000000000007 2.5000000000000004 5.8350000000000009 7.6350000000000007 0.37323383084577116 decision_type=2 2 2 2 2 8 8 10 10 2 10 2 8 2 2 2 10 2 10 2 10 8 10 10 2 10 10 10 10 2 left_child=3 2 4 15 5 -2 10 -5 -6 18 24 20 16 21 -15 -1 -11 -12 -10 -8 -3 23 -23 -14 25 26 -4 -27 29 -29 right_child=1 11 6 7 8 -7 19 -9 9 12 17 -13 13 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 27 -28 28 -30 -31 leaf_value=-0.0094506947129081309 -0.0024027804539417615 0.0093625663986582602 0.0006406771182232067 -0.0053801856151011289 -0.00054630656802427224 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5.7499645538628084 2.9678689949214458 368.04927382152528 989.56070421170443 568.76182493567467 26.05571224167943 50.603492520749569 55.936642549932003 99.975851379334927 leaf_count=303487 52414 4979 3737 92265 13211 20568 1421 11121 17905 1240 108 90601 525 805 757 79140 41 321 10335 6377 2841 44 17 2665 12693 3518 153 326 339 558 internal_value=0 0.00152338 0.000421653 -0.00738145 -0.000167562 -0.00149081 0.00225344 -0.00478129 0.000279578 0.000749154 0.00190591 0.00937306 -0.000632066 0.000114747 0.00240774 -0.00887126 -0.0035936 -0.00742652 0.00113564 0.00509102 0.00657106 -0.000982694 0.0113064 -0.00121951 0.00199936 0.00135054 0.000201915 0.00218043 -7.01209e-05 -0.00174359 internal_weight=0 12350.4 10830.4 2557.87 8194.51 2069.65 2635.86 931.732 6124.86 3904.73 2348.26 1520.08 853.726 681.797 220.689 1626.14 171.929 23.2796 3051 287.597 215.04 461.108 8.71783 452.39 2324.98 1335.42 560.143 775.278 206.516 150.579 internal_count=734512 248499 150078 486013 120527 72982 29551 103386 47545 34334 21753 98421 6094 4813 1562 382627 1281 429 28240 7798 7820 3251 61 3190 21324 8631 3890 4741 1223 884 is_linear=0 shrinkage=0.01 Tree=515 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 47 11 47 11 7 11 11 47 2 2 2 2 2 0 2 38 2 38 2 11 2 11 0 2 2 split_gain=1657.38 1058.26 115.078 99.2702 50.5241 32.6686 22.9456 20.1527 19.7789 16.6963 15.3862 14.0138 13.5152 12.9249 10.2762 9.844 16.4775 9.78877 9.44998 9.90926 9.1478 9.02863 8.70237 8.08833 10.0055 8.05357 7.77558 7.70152 7.17299 6.94046 threshold=7.8999906691024093e-05 0.99991196393966686 0.12629276514053342 1.014916506392183e-06 0.98303884267807018 1.0000000180025095e-35 0.0021208993857726004 1.0000000180025095e-35 0.99998801946640026 1.0000000180025095e-35 0.0009053001122083001 2.269744709337829e-05 1.0000000180025095e-35 0.50151515151515158 0.44487847222222227 0.49184758529020828 0.41476388168137007 0.68208556149732635 1.0000000180025095e-35 0.050179856115107911 1.0000000180025095e-35 0.31216397849462368 1.0000000180025095e-35 0.32444286391654814 0.76014459133148204 1.0000000180025095e-35 0.063380397856235463 1.0000000180025095e-35 0.44018348623853215 0.49882629107981225 decision_type=2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 5 -1 13 6 -2 -5 -3 10 -7 -9 14 15 -6 16 18 29 19 25 -8 22 -21 24 -23 -4 -19 -18 -29 -12 right_child=1 8 4 7 12 9 20 11 -10 -11 17 -13 -14 -15 -16 -17 27 26 -20 21 -22 23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0093838315343222675 -0.0041228166508499552 0.0065450912749109346 0.0022279556146558984 -0.0071440614747352747 0.000657950279929185 -0.0014077040637552516 -0.001294509301963136 -0.0054229503587441205 0.0098289190767581764 0.028847716615048341 3.8186356174964302e-05 -0.0026906165728409642 0.0042263199275855996 4.3572765072485422e-05 0.0035024258553139737 0.0026067285021206471 -0.00076499837885297863 -0.0018561056370387282 0.00031286521873614514 0.00027501103222789757 0.006715980066413817 0.0021202557473880904 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10.949 10.9316 12.0969 18.1455 16.3566 13.1052 10.7352 11.4394 10.6246 19.2369 11.0304 13.7901 13.5864 10.8251 threshold=2.5000000000000004 1.5000000000000002 0.96190130624092907 1.0000000180025095e-35 23.500000000000004 0.50117370892018787 0.48850422832980972 0.92890109890109895 24.500000000000004 3960.0000000000005 0.85323593936976472 0.9773751023751025 0.35743321718931476 1.0000000180025095e-35 0.45495129870129869 0.39484741264927026 42.000000000000007 0.30810147299509005 0.28629976580796251 5.5000000000000009 0.29429808733309276 59.500000000000007 303.50000000000006 211.50000000000003 5.5000000000000009 0.57511061946902664 3.5000000000000004 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 decision_type=10 2 2 2 8 2 2 2 2 8 2 2 2 2 2 2 10 2 2 10 2 2 2 2 10 2 10 2 2 2 left_child=1 3 7 5 10 6 12 9 24 -3 -5 -12 -1 -14 15 -15 -6 18 -10 20 21 -20 23 -4 25 26 29 28 -28 -2 right_child=8 2 22 4 16 -7 -8 -9 17 -11 11 -13 13 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0018955497410082412 0.0024142437136580176 0.058368025335979679 0.0018922963573737154 -0.0026127963472641642 0.00061949799081700136 0.0003690330901803306 0.0043984484761551987 -0.0032921792006328572 -0.0013128629348121942 -0.00043001682731146464 0.0048377585455852395 -0.0025475026312603106 -0.0020000884799069767 0.01102564374537379 0.016445054182144113 -0.012273521926041017 0.013677560469192851 -0.0040835418242589194 0.041321307185099368 0.040834503705496614 -0.010937488104076078 -0.0106512268935176 -0.0053154063526294881 0.0091036071071747098 0.00085138817570100975 -0.00025183712175081324 -0.0061586357076874997 0.0040728434943048189 7.3798248505020151e-05 -0.0027777964881392772 leaf_weight=1030.2458158691879 54.889189386274666 0.35894265118986368 589.13617388741113 565.1767344227992 3677.2761965657119 796.98759949021041 397.49857165524736 204.37519556074403 85.071606214391068 5630.0016557441559 48.673963082255796 44.166611656080931 153.2826049560681 11.064976274501538 7.4472324391826978 7.2580247204750767 6.4324546586722127 399.10743567091413 1.4862914911936962 1.692842114716768 3.2430452047847211 0.72030170517973591 19.824647523928434 22.850843541324139 198.16661667032167 462.37401907960884 203.97770122601651 17.599585395073518 42.216638372745365 149.60875903512351 leaf_count=44538 1522 12 18947 25710 93073 34641 21146 21245 4301 331102 2830 940 6670 117 117 263 157 66104 33 52 723 119 1347 661 5825 27837 10681 342 2782 10675 internal_value=0 0.000227147 -0.000286925 0.000719959 0.000233159 0.00159922 0.00220941 -0.000526654 -0.00189259 -0.000426268 -0.00205729 0.0013244 0.00148986 -0.000844397 0.00602971 0.00179648 0.0006423 -0.00336655 -0.000263391 0.0122365 0.003353 0.0243558 0.00192695 0.00216156 -0.00125105 -0.00169872 -0.00312731 -0.0044786 -0.00508992 -0.0013842 internal_weight=0 13212.1 6466.55 6745.51 4341.73 2403.78 1606.8 5834.74 1620.15 5630.36 658.017 92.8406 1209.3 179.053 25.7702 18.323 3683.71 491.322 92.2141 7.14248 5.44964 2.20659 631.812 611.987 1128.83 930.666 468.292 263.794 246.194 204.498 internal_count=734512 603516 373314 230202 122710 107492 72851 352359 130996 331114 29480 3770 51705 7167 497 380 93230 71332 5228 927 875 152 20955 19608 59664 53839 26002 13805 13463 12197 is_linear=0 shrinkage=0.01 Tree=517 num_leaves=31 num_cat=0 split_feature=6 1 3 1 4 3 1 3 6 3 3 1 3 38 3 3 3 18 4 3 6 1 1 3 1 6 3 1 1 1 split_gain=48.2896 33.9454 35.7695 29.8537 38.1339 29.4687 31.3986 27.6512 24.8341 17.9936 20.1223 23.2474 16.6669 15.4994 15.3459 13.9449 17.2341 14.224 13.6864 12.997 11.8644 20.9484 24.8914 20.6804 15.9238 14.1552 12.3551 11.769 11.2491 10.7777 threshold=1.5000000000000002 -122.49999999999999 0.96190130624092907 -253.49999999999997 19.500000000000004 0.51623445076955521 -268.49999999999994 0.4817045961624275 175.50000000000003 0.93323201621073981 0.8185736677115989 -118.49999999999999 0.37323383084577116 1.0000000180025095e-35 0.82623792270531415 0.45495129870129869 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174 3646 41849 3455 13766 13722 16539 22429 12556 117418 19867 335 internal_value=0 -0.000568825 -0.000174174 0.000572572 7.19991e-05 0.00138584 0.0021338 0.00184581 -0.00171642 -0.000439752 -0.000321903 0.00188943 0.00114038 -2.43123e-05 0.0256989 0.00810586 0.00611305 0.0076951 0.000416438 -0.00463641 -0.000510029 -0.00120752 -0.00192035 0.000656713 -0.00462392 -0.00111297 -0.00151131 -0.00127299 -0.00347848 0.00199634 internal_weight=0 7495.11 5577.16 7333.21 4539.27 2793.94 1825.62 1741.63 1917.95 5024.59 4837 379.237 1326.01 968.321 4.05701 83.9862 67.7755 61.7022 3977.56 252.864 4457.76 1576.38 1140.34 436.04 262.233 878.105 219 1665.09 187.589 68.8489 internal_count=734512 477796 320902 256716 135180 121536 81538 79887 156894 304609 284319 22236 57717 39998 157 1651 1438 1280 107212 29978 262083 124651 94583 30068 30305 64278 16346 126916 20290 3790 is_linear=0 shrinkage=0.01 Tree=518 num_leaves=31 num_cat=0 split_feature=10 47 10 5 10 10 3 3 10 10 47 4 38 10 3 3 10 10 5 3 0 10 10 10 3 3 5 47 3 4 split_gain=166.122 89.7396 33.6111 30.2607 28.0924 31.6561 25.1197 20.618 20.1166 33.1719 36.1282 36.9589 26.8425 25.8959 21.7994 23.8722 20.3951 20.2667 17.0574 23.8478 17.7252 19.0584 17.4872 34.9871 16.6291 15.5405 15.4959 17.2591 14.4022 17.2121 threshold=2.6550000000000007 1.0000000180025095e-35 2.6550000000000007 3.5000000000000004 2.5250000000000004 1.635 0.82240143369175633 0.81769305962854366 5.5050000000000008 4.3950000000000005 1.0000000180025095e-35 21.500000000000004 1.0000000180025095e-35 9.8950000000000014 0.50117370892018787 0.48492424242424242 5.535000000000001 5.2150000000000007 5.5000000000000009 0.73703419131771042 1.0000000180025095e-35 4.9150000000000009 5.7250000000000005 5.3550000000000013 0.53361581920903967 0.22257107971393683 7.5000000000000009 1.0000000180025095e-35 0.26365441906653431 29.500000000000004 decision_type=10 2 8 10 10 10 2 2 10 10 2 8 2 10 2 2 8 10 10 2 2 10 10 10 2 2 10 2 2 10 left_child=1 2 -1 8 5 6 7 28 9 -2 12 17 -11 16 15 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70.332164742518216 304.3802537843585 135.0891681574285 21.180273831356317 88.503953988896683 1290.411144756712 278.37320757471025 1153.5050229555927 61.203123918035999 88.87794901675079 50.5298060500063 263.56860586837865 2287.9672402618453 171.562225259142 18.559438638621941 71.121939250268042 31.046683033229783 38.641466696280986 85.485900424886495 49.886109883897007 1349.3848719748203 101.17064282437786 45.774901416851208 146.50297720078379 188.28708002436906 460.84254316333681 leaf_count=29006 113812 9772 38894 41711 699 6593 3036 506 5358 91966 23535 53523 2109 23800 4890 10699 121423 13553 1036 5093 1218 949 13004 3434 85951 1781 10363 3941 3523 9334 internal_value=0 0.0020796 0.0040557 -0.000542054 0.0005861 0.000163843 0.00086506 0.000374076 -0.000394314 -0.000627536 -0.00119596 -0.000627074 -0.002571 0.000399882 -0.000201992 0.000672357 0.000598084 -0.00328846 -0.00228024 -0.00317837 -0.00022288 0.00414936 -0.000378775 0.00206717 -0.00108706 0.00442771 -0.00166804 -0.000240381 0.000562308 0.00151571 internal_weight=0 3040.67 1308.87 11783.8 1731.8 1560.3 1255.92 1120.83 10860.7 8395.32 4618.54 3266.92 1351.61 2465.35 2816.99 1417.07 2376.47 449.935 923.123 642.598 280.525 69.6881 206.494 121.008 1399.91 171.503 210.837 165.062 1099.65 649.13 internal_count=734512 103144 67900 631368 35244 32764 26171 23135 550619 400038 286226 192151 94075 150581 155063 64222 126781 37088 80749 63242 17507 2167 21531 8527 90841 2480 15340 4977 22629 12857 is_linear=0 shrinkage=0.01 Tree=519 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 11 10 10 10 47 10 11 10 10 2 2 10 10 10 47 28 10 2 2 10 10 10 10 47 split_gain=1629.4 1054.28 118.261 85.9595 49.7483 43.7141 34.748 26.7944 25.9939 24.3905 22.7674 23.056 19.9018 18.861 18.7117 23.4112 22.4735 17.8706 17.238 28.9742 16.6569 30.4855 18.773 15.6491 14.588 13.892 13.856 13.6307 13.4433 13.4131 threshold=5.9105306718265645e-05 0.99991196393966686 0.12629276514053342 8.9378974621467943e-07 0.98303884267807018 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6.4350000000000014 5.8750000000000009 1.0000000180025095e-35 1.0000000180025095e-35 21.500000000000004 decision_type=2 2 2 2 2 10 2 8 8 10 2 10 2 10 2 2 2 2 10 10 2 10 2 8 8 10 10 2 2 10 left_child=3 2 5 -1 7 6 -2 -4 10 -5 24 -12 13 -7 15 -3 -17 -14 19 -9 -21 -22 -23 28 -6 26 -26 -13 -8 -30 right_child=1 14 4 9 8 12 23 18 -10 -11 11 27 17 -15 -16 16 -18 -19 -20 20 21 22 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.0094306278117484398 -0.0028522587641716945 0.0068888407910626939 -0.00042921988583613307 -0.0061639320992797767 0.0034826718323383394 0.0030753537304176594 -0.0018138872253236765 0.0015233310802552588 0.0071885755526137152 -0.00186507741229978 0.0054638298748891714 0.0044302787971163184 0.0042477384011230836 -0.00091430004729975433 0.0098163751138105586 -0.044830624682755012 0.0023741616341652469 -0.0059869037897595859 0.006018678058581005 -0.0036769921511875603 0.0043644250716735056 0.0096309774955387912 -0.0074381864530186142 0.026167684048590392 -0.0009647044799935997 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19.3439 20.9303 20.1495 19.784 19.1616 19.106 18.2252 30.4908 threshold=5.9105306718265645e-05 0.99991196393966686 0.12629276514053342 8.9378974621467943e-07 -390.49999999999994 -8.4999999999999982 6.4350000000000014 0.96394401788711548 3.1750000000000003 5.2250000000000005 2.5250000000000004 -78.499999999999986 4.9450000000000012 -348.49999999999994 1.5000000000000002 5.995000000000001 0.0017540019471198002 3.5000000000000004 28.500000000000004 -61.499999999999993 -270.49999999999994 0.99998801946640026 -287.49999999999994 -24.499999999999996 -289.49999999999994 1.5000000000000002 8.2700000000000014 5.4450000000000012 432.50000000000006 -66.499999999999986 decision_type=2 2 2 2 10 8 8 2 10 10 10 10 10 10 8 10 2 10 2 10 10 2 10 10 8 10 8 10 2 8 left_child=3 2 4 -1 8 7 12 10 -2 16 11 -4 -7 -5 -10 -15 -6 -9 -19 -20 -17 28 24 -24 -11 -26 -16 -14 -3 -30 right_child=1 21 5 13 9 6 -8 17 14 22 -12 -13 27 15 26 20 -18 18 19 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31 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1463.15 1242.05 1058.11 183.94 6.22122 441.037 215.089 209.731 3.79101 internal_count=734512 256497 158076 478015 112769 45307 16756 28551 26124 86645 16212 1985 11196 174528 22938 129116 62941 12339 1210 481 20240 98421 23704 19894 3810 107 22919 2103 7820 54 is_linear=0 shrinkage=0.01 Tree=522 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 11 10 10 10 47 10 11 6 10 10 10 6 2 6 6 2 4 10 10 10 6 2 6 47 split_gain=1564.43 1024.93 111.576 86.6223 47.9066 41.297 33.3717 25.5353 25.5153 23.9278 21.7115 22.5274 20.2419 19.5805 22.1215 18.1409 18.1098 32.9923 18.6029 18.1026 17.846 23.3256 17.6366 17.3314 16.4827 27.4047 16.4827 17.3839 16.1947 15.5175 threshold=5.9105306718265645e-05 0.99991196393966686 0.12629276514053342 8.9378974621467943e-07 0.98303884267807018 5.4750000000000005 0.0006686623964924001 3.4550000000000005 8.615000000000002 6.0750000000000011 1.0000000180025095e-35 6.1150000000000011 0.99998801946640026 32.500000000000007 5.7650000000000006 9.0500000000000025 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66 583 14 40 13 1400 405 53 306 445 1612 31441 internal_value=0 0.00142291 0.000371328 -0.00745967 0.00137703 -0.000647346 -0.00104774 0.000894332 0.00318799 -0.00558724 0.00262939 0.0039027 0.00932045 0.00125894 0.000322323 0.00133997 0.0012184 -0.000839715 0.00226771 0.0034849 0.00643718 -0.0149398 -0.000625675 0.000942449 -0.00064131 -0.0016929 0.00307077 0.00545284 0.00130604 -0.000644093 internal_weight=0 12341.2 10891 2362.34 5480.43 5410.61 4471.44 4327.09 1153.34 1207.65 1010.78 576.007 1450.18 939.172 661.032 3237.56 3154.35 376.506 179.122 278.141 208.485 3.83344 3609.83 434.772 266.858 226.336 168.65 106.701 211.453 3607.33 internal_count=734512 256497 158076 478015 45307 112769 95064 26413 18894 174528 13296 7612 98421 17705 11196 20297 19891 2012 913 6509 7820 54 49037 5684 1858 1453 847 541 3134 49024 is_linear=0 shrinkage=0.01 Tree=523 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 1 2 11 1 11 11 3 2 11 1 11 1 5 1 1 3 11 2 5 1 1 5 28 1 split_gain=1543.3 1015.3 109.593 88.7845 86.8351 39.4754 39.8676 45.3422 30.9597 26.4816 23.656 20.8407 20.7465 20.4466 20.3547 20.2228 19.7009 17.6454 15.295 17.028 89.3336 14.1735 13.7165 12.8134 14.9238 13.4642 22.5506 11.7421 11.2426 10.6074 threshold=5.9105306718265645e-05 0.99991196393966686 0.49114476144313818 -390.49999999999994 8.9378974621467943e-07 -123.49999999999999 -126.49999999999999 0.69789381307591059 0.0025646678404882004 -348.49999999999994 0.99188911914825451 0.010294413659721552 0.31287650602409645 0.68438714235252573 0.99998801946640026 -192.49999999999997 0.98303884267807018 -204.49999999999997 3.5000000000000004 -57.499999999999993 -56.499999999999993 0.80969148222669363 9.9121775747335067e-06 0.89619252873563238 2.5000000000000004 -57.499999999999993 -56.499999999999993 1.5000000000000002 1.0000000180025095e-35 -60.499999999999993 decision_type=2 2 2 10 2 10 10 2 2 10 2 2 2 2 2 8 2 10 10 10 10 2 2 2 8 10 10 10 2 10 left_child=4 2 3 11 -1 6 15 21 27 -6 23 -2 28 -14 -3 17 -17 -4 19 -12 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9.510138235986231 2.7338434178382149 794.89729973115027 462.23650957248174 205.42205368168652 792.17647645808756 3216.3007710650563 9.1300349906086904 1230.0755891101435 702.14123895391822 448.9755222145468 38.562331652268767 40.828268878161907 18.086850326508284 151.76221891865134 3.6335308328270903 401.57376309018582 72.494175858795643 10.302941612899302 11.855821892619131 29.192068710923195 452.92917198780924 73.269954549148679 430.79839305765927 leaf_count=303487 19728 7820 4380 39423 45412 7728 79 22 5083 86238 3859 9830 25765 46 90601 5590 8861 296 652 104 2240 19 42878 616 72 53 201 20340 455 2634 internal_value=0 0.00141091 0.000367827 -0.000334139 -0.00743986 0.00180213 0.000775051 -0.015002 0.000151423 -0.00556186 0.00287671 -0.00283611 0.000573843 0.00100357 0.00931016 0.000913228 0.000112417 0.00230619 0.00495801 0.0055904 0.00324779 -0.00729494 -0.00463404 0.00222646 -0.000836909 0.000208782 -0.00436756 -0.00104607 -0.000493212 -0.000720673 internal_weight=0 12322.2 10884.9 7308.19 2345.04 3576.71 1828.77 15.8775 6120.4 1201.07 1747.94 1187.79 4524.4 3225.43 1437.33 1812.89 1151.12 661.774 416.099 375.271 169.849 13.1437 863.81 1331.84 123.845 113.542 41.0479 1596 1298.97 1225.7 internal_count=734512 256497 158076 123304 478015 34772 19247 120 93746 174528 15525 29558 33983 25811 98421 19127 14451 4676 6855 6203 2344 98 129116 8670 942 870 254 59763 8172 7717 is_linear=0 shrinkage=0.01 Tree=524 num_leaves=31 num_cat=0 split_feature=5 6 38 0 6 6 6 6 9 9 5 5 6 28 6 18 28 6 0 5 5 6 5 6 6 27 5 6 6 5 split_gain=60.347 29.042 17.7127 15.1622 12.1992 10.9443 10.7838 12.3452 10.5096 10.28 10.0418 9.29309 9.15797 14.7712 9.59091 9.19221 9.0666 9.06554 22.8181 8.07966 7.74961 7.25702 17.7614 6.74606 8.14229 6.54826 6.40396 6.28575 6.06047 5.70868 threshold=2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 416.50000000000006 410.50000000000006 9.5000000000000018 21.500000000000004 2411.5000000000005 11406.500000000002 4.5000000000000009 1.5000000000000002 5.5000000000000009 1.0000000180025095e-35 215.50000000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 340.50000000000006 3.5000000000000004 398.50000000000006 410.50000000000006 1.0000000180025095e-35 3.5000000000000004 356.50000000000006 244.50000000000003 5.5000000000000009 decision_type=10 2 2 2 2 2 2 2 8 8 10 10 2 2 2 2 2 2 2 10 10 2 10 2 2 2 10 2 2 10 left_child=1 2 9 4 12 8 10 -8 -3 -1 26 25 13 20 -14 21 -7 -11 19 -19 -2 28 -23 -24 -25 -10 -5 -13 -16 -22 right_child=3 5 -4 6 -6 16 7 -9 11 17 -12 27 14 -15 15 -17 -18 18 -20 -21 29 22 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.013539710159385968 -9.1036892741855078e-05 0.047501318483416072 0.0073829501439452907 8.8395632642522689e-05 -0.0087460654889040153 -0.0020340135621207847 0.0094027967119993984 -0.0023016603360219655 2.0170325641261364e-05 0.00043142567513668363 0.0021184136219425469 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31.786389378132299 72.695590475108474 leaf_count=193 11314 11 667 3112 4172 15022 695 746 266129 181957 3017 87094 78925 417 1684 2035 2057 14252 29613 3520 13658 981 418 97 48 1142 3919 1859 4060 1698 internal_value=0 0.000220404 0.000682615 -0.00184104 -0.00233684 -0.000261558 7.78748e-05 0.00504485 -0.000188834 0.000642891 -0.000585618 -0.000192394 -0.00218654 -0.00116988 -0.00291449 0.000724609 -0.00261958 0.000630842 0.00131865 -0.000201986 -0.00145977 0.00196191 0.00803973 0.0167221 0.0418091 4.49803e-06 -0.00187211 -0.000954813 -5.12094e-05 -0.00258855 internal_weight=0 13036.9 6654.81 1593.68 1266.46 6382.09 327.222 38.5597 6191.15 6615.58 288.662 6190.68 1237.44 516.326 721.117 65.8128 190.942 6609.41 1485.55 592.932 501.591 59.3117 14.7575 9.07399 0.958654 4920.09 195.601 1270.6 44.5543 274.891 internal_count=734512 603516 230202 130996 119507 373314 11489 1441 356235 229535 10048 356224 115335 27087 88248 9323 17079 229342 47385 17772 26670 7288 1544 563 145 267271 7031 88953 5744 15356 is_linear=0 shrinkage=0.01 Tree=525 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 11 10 10 10 47 10 11 10 10 3 3 5 4 10 10 10 10 10 47 28 10 4 10 5 split_gain=1521.33 1005.5 107.565 87.0351 46.5513 40.5922 32.4793 25.3925 24.9504 23.9082 21.3248 22.0585 20.467 17.8055 17.6907 19.9814 20.5106 18.5003 17.1326 17.0888 16.2004 26.6201 15.7143 20.3834 14.8895 28.8647 18.3599 15.9863 17.3473 13.9653 threshold=5.9105306718265645e-05 0.99991196393966686 0.12629276514053342 8.9378974621467943e-07 0.98303884267807018 5.4750000000000005 0.0006686623964924001 8.615000000000002 3.4550000000000005 6.0750000000000011 1.0000000180025095e-35 6.1150000000000011 0.99998801946640026 9.0500000000000025 6.1150000000000011 0.38913470993117016 0.68783602150537648 2.5000000000000004 42.000000000000007 3.6650000000000005 6.4350000000000014 5.8750000000000009 6.6750000000000007 8.2000000000000011 1.0000000180025095e-35 1.0000000180025095e-35 3.1250000000000004 21.500000000000004 2.5250000000000004 3.5000000000000004 decision_type=2 2 2 2 2 10 2 8 8 10 2 10 2 10 10 2 2 10 8 10 10 10 10 10 2 2 10 10 10 10 left_child=3 2 5 -1 8 6 -2 10 -4 -5 19 -12 -3 14 -10 22 17 -17 24 -6 21 -21 -16 -24 25 26 -8 -26 -29 -22 right_child=1 12 4 9 7 -7 18 -9 13 -11 11 -13 -14 -15 15 16 -18 -19 -20 20 29 -23 23 -25 27 -27 -28 28 -30 -31 leaf_value=-0.0094047721422049289 -0.0027828748224534489 0.0063847501395428554 -0.00043184162622781269 -0.0060669262260112239 0.0034199942566007602 0.0012528540921588423 -0.00088407656459460623 0.0071135550966202176 0.0014734000923966059 -0.0017688743610542958 0.0053513123047707134 0.0012802297607611148 0.0097925741738222796 0.0058880507439428879 -0.0079994190443438591 0.0057525525280976309 -0.0019216525936319466 -0.0035712841793253737 0.025523818638510182 -0.00096829738833350242 0.0069106537857049292 -0.017791104417814212 0.0033194694246578386 -0.010386286141980063 -0.0027211111701374762 0.0020705737596088316 -0.0040446251803580397 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0.00119755 -0.000836749 0.000661427 0.00366274 -0.000618208 0.00091293 -0.000659127 -0.00169963 -0.00437977 -0.000499077 -0.000636374 -0.00174897 -0.00258688 -0.000265152 -2.43494e-05 0.00518348 internal_weight=0 12301 10876.8 2326.93 5471.88 5404.89 4465.53 1147.09 4324.79 1194.27 1005.84 572.252 1424.22 3235.59 3152.52 376.435 264.564 122.375 3607.53 433.587 266.487 226.202 111.871 53.9888 3605.02 901.904 739.646 2703.12 2461.75 40.2842 internal_count=734512 256497 158076 478015 45307 112769 95064 18894 26413 174528 13296 7612 98421 20297 19891 2012 1375 640 49037 5684 1858 1453 637 307 49024 17583 15344 31441 28086 405 is_linear=0 shrinkage=0.01 Tree=526 num_leaves=31 num_cat=0 split_feature=10 1 10 1 10 10 10 10 1 3 4 10 1 1 4 10 1 4 3 1 10 10 1 1 1 10 10 1 10 3 split_gain=148.785 105.443 43.7163 37.7629 131.992 35.3481 45.7657 27.7993 29.1248 33.7921 25.2532 28.1758 20.8389 20.2944 18.7278 18.7217 36.1878 18.7217 18.7035 18.0438 24.8027 22.2375 30.834 17.1427 16.622 16.5925 19.2256 16.5043 14.7246 17.962 threshold=2.6550000000000007 -361.49999999999994 2.6550000000000007 -8.4999999999999982 3.9350000000000005 4.995000000000001 5.4450000000000012 2.5250000000000004 -64.499999999999986 0.86696165191740426 19.500000000000004 5.2150000000000007 -11.499999999999998 -65.499999999999986 24.500000000000004 5.2550000000000008 -89.499999999999986 20.500000000000004 0.22257107971393683 -22.499999999999996 5.8950000000000005 6.0250000000000012 -18.499999999999996 -11.499999999999998 -40.499999999999993 4.8650000000000011 4.8950000000000005 -7.4999999999999991 4.9850000000000012 0.74478940512375169 decision_type=10 10 8 8 8 10 10 10 10 2 8 10 10 10 10 10 10 8 2 10 8 10 10 8 10 10 10 10 10 2 left_child=1 2 -1 10 14 25 27 8 9 -3 11 12 -2 -11 -5 16 -12 23 -9 -17 -21 -22 -23 -18 -10 -6 -27 -7 -28 -30 right_child=3 7 -4 4 5 6 -8 18 24 13 15 -13 -14 -15 -16 19 17 -19 -20 20 21 22 -24 -25 -26 26 28 -29 29 -31 leaf_value=0.00261439945983784 -0.0038712460300526414 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3482.4039462020155 109.57891376689076 26.425668066134676 1.3157753830309946 2.0151093411259349 2.4274393010418867 0.56612974032759567 281.07731308974326 54.266356308013201 109.91381367528811 6.5616257977671912 7.7264172427821896 24.557056783698499 leaf_count=27835 30156 18403 37371 2970 22728 36259 40190 729 7079 1984 88984 80620 75 282 27533 150198 2727 135819 1961 1629 36 45 119 19 7500 2116 7012 373 643 1117 internal_value=0 0.00199014 0.0043488 -0.00051537 -0.00162039 -0.00367344 -0.00528669 0.000488856 7.54423e-05 -0.00103514 -0.000221131 -0.00144883 -0.00368787 0.00454421 0.00101199 3.13125e-06 -0.000348438 0.000216904 0.00418439 0.000689775 0.00813137 0.0269373 0.0162426 -0.00600928 0.00167793 -0.00207657 0.000380935 -0.00773546 -0.00155156 0.00438605 internal_weight=0 2977.75 1158.16 11614.4 2442.29 1372.13 682.566 1819.58 1636.51 966.611 9172.07 1416.67 402.386 97.5944 1070.16 7755.4 5129.2 3530.05 183.073 2626.2 32.184 5.75832 4.44255 47.6431 669.898 689.566 196.464 360.319 142.197 32.2835 internal_count=734512 103144 65206 631368 140941 110438 76822 37938 35248 20669 490427 110851 30231 2266 30503 379576 227549 138565 2690 152027 1829 200 164 2746 14579 33616 10888 36632 8772 1760 is_linear=0 shrinkage=0.01 Tree=527 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 10 10 1 10 5 10 10 1 11 5 5 10 11 1 11 3 2 3 1 10 3 1 10 10 2 split_gain=1498.64 994.193 105.819 88.1671 87.3333 49.5974 41.2168 35.0988 59.6435 29.033 29.3867 28.6777 26.4398 24.5741 27.0787 22.8561 21.4633 20.5897 20.5294 20.0256 18.3968 18.6895 32.6574 20.6767 26.7151 23.793 21.7251 18.0242 17.4385 45.1122 threshold=5.9105306718265645e-05 0.99991196393966686 0.6303343176841737 -390.49999999999994 8.9378974621467943e-07 3.9350000000000005 3.9650000000000003 -3.4999999999999996 6.4350000000000014 5.5000000000000009 5.955000000000001 3.9350000000000005 -348.49999999999994 0.99188911914825451 3.5000000000000004 1.5000000000000002 5.995000000000001 0.99998801946640026 -270.49999999999994 0.0025646678404882004 0.22257107971393683 0.49882629107981225 0.59585213840533002 -253.49999999999997 5.0250000000000012 0.49441323345817728 -255.49999999999997 5.8350000000000009 5.7650000000000006 0.61925832279814597 decision_type=2 2 2 10 2 10 10 8 8 10 10 10 10 2 10 10 10 2 10 2 2 2 2 10 10 2 10 10 8 2 left_child=4 2 3 6 -1 19 -2 13 11 -8 -11 -9 -6 28 -15 20 -14 -3 -18 -5 27 22 -22 24 -23 -25 -26 -7 -4 -30 right_child=1 17 7 5 12 15 9 8 -10 10 -12 -13 16 14 -16 -17 18 -19 -20 -21 21 23 -24 25 26 -27 -28 -29 29 -31 leaf_value=-0.0093978455016101858 -0.0013146065279434028 0.0063557803739791932 0.0025982800394738904 -0.0022920827915172996 -0.0079014156773221343 0.00060968698744649492 -0.0054639185337924546 0.00089291603489493644 0.0064587207959543305 -0.0055051347333447617 0.025477908601791915 -0.0030627788779937978 -0.0052364619368499808 0.0050822108156015622 -0.0017358734645991903 -0.00022634676372962901 0.011721077814795335 0.0097860695809453523 -0.0020729945987994474 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41 781 2565 710 internal_value=0 0.00138599 0.000361036 -0.00025902 -0.00739678 0.000214012 -0.00265153 0.00193162 0.000235395 -0.00504882 0.0101423 -0.00086184 -0.00550592 0.00260441 0.0043357 0.000921514 -0.00457587 0.00928784 -0.00077508 -0.000863747 0.0014286 0.00189027 0.00124538 0.00329011 0.00677198 0.00238064 0.00943142 -3.4516e-05 0.00195985 0.000257709 internal_weight=0 12275.5 10866.1 7790.45 2308.12 6504.43 1286.02 3075.61 873.456 460.419 12.2463 742.539 1186.74 2202.16 597.434 3926.72 854.844 1409.44 126.577 2577.72 2723.54 2070.29 1417.34 652.95 135.229 517.721 99.5791 653.253 1604.72 437.714 internal_count=734512 256497 158076 125875 478015 95517 30358 32201 12444 22219 367 7496 174528 19757 9172 63565 129116 98421 20240 31952 39311 32897 22513 10384 1949 8435 1232 6414 10585 3275 is_linear=0 shrinkage=0.01 Tree=528 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 6 2 11 6 11 11 3 2 3 6 2 28 6 3 3 0 6 6 11 38 0 18 3 2 split_gain=1478.35 984.76 104.205 87.5338 50.1902 20.7077 17.7209 22.0847 16.0013 17.5332 15.1982 15.098 18.4371 18.3264 13.8651 12.8203 23.1525 16.7895 11.6752 14.6974 11.2956 10.1399 9.64545 12.8776 9.37895 9.03048 8.97023 8.91441 16.6144 10.1555 threshold=5.9105306718265645e-05 0.99991196393966686 0.85901859402656566 8.9378974621467943e-07 0.0038593490608036002 0.99998801946640026 432.50000000000006 0.37323383084577116 9.2114014478283951e-06 1074.5000000000002 0.99188911914825451 2.8912609195685949e-05 0.75103305785123975 0.52016260162601646 0.45495129870129869 1.0000000180025095e-35 0.53873431533006011 1.0000000180025095e-35 313.50000000000006 0.73368794326241138 0.8185736677115989 1.0000000180025095e-35 14.500000000000002 10.500000000000002 0.00050369312521065005 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.31287650602409645 0.60078125000000016 decision_type=2 2 2 2 2 2 2 2 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 4 -1 20 6 -3 -8 -5 -10 25 -11 13 -13 27 16 17 21 -12 -20 24 -16 23 -22 -2 -4 -17 -6 -29 -30 right_child=1 5 10 8 14 -7 7 -9 9 11 18 12 -14 -15 15 26 -18 -19 19 -21 22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.0093913050501820781 -0.002637848655631948 0.0067373776171648393 0.0015148719159358882 -0.0065774621627130957 -0.00037427140641921563 0.0097800834225762519 -0.047366625057937879 0.0028463615961945667 -0.0043505582489049392 0.0054785542109999918 0.0035112860438274297 -0.0100758135898161 0.14713848127610796 0.12276420955033152 3.926775285522469e-05 0.00079243404545678326 0.016057748812850835 0.0050135111716355617 0.00069113498045531572 -0.017294556544860368 -0.00021166605871668579 -0.0020391903970825992 0.0022788966713200073 -0.0075389855485964797 -0.0011695235112449188 0.0090257111684139309 0.0022706238187505464 -0.0015828698120329565 -0.00057007360200754 0.0095315780607082932 leaf_weight=1110.9973367966013 745.98142052604817 199.70417981268838 1239.932156926021 625.28931300807744 2518.5146362511441 1193.4635541122407 1.3586727567017072 2.4651244208216667 553.11357768950984 1.285796956392004 877.11579143628478 0.33493628166615952 0.19078236818313599 0.15052685793489218 889.34684695210308 2155.6428863136098 8.7577899536117894 57.672609262168407 21.149331349879507 5.786567695438861 195.19409103505313 318.88240971509367 134.63378866668791 27.345549684949219 1043.5961585715413 16.217250697314739 507.10266771819443 46.287308014929295 13.751994632184504 36.017981259152293 leaf_count=303487 42314 7766 10421 113517 18217 90601 14 40 60715 204 16208 52 22 18 6782 18836 53 342 168 33 5684 1991 5324 981 26677 133 3284 307 107 214 internal_value=0 0.00137436 0.000357657 -0.00737669 -0.000130511 0.0092773 0.00632907 -0.0149953 -0.00548047 -0.00424471 0.00232342 0.0255959 0.0638466 0.0311137 0.000304285 0.000679147 -0.000145581 -0.00025768 0.00331214 -0.00317268 -0.00145753 -0.00050929 0.000166146 -0.00111204 -0.00178159 0.00161184 0.00107395 -0.000260236 0.00272964 0.00674038 internal_weight=0 12255.9 10858.9 2291.36 8698.73 1396.99 203.528 3.8238 1180.36 555.076 2160.2 1.96204 0.676246 0.485463 6551.98 3937.41 1274.66 1265.9 904.052 26.9359 2146.75 1208.23 357.173 222.54 1789.58 1256.15 2662.75 2614.57 96.0573 49.77 internal_count=734512 256497 158076 478015 131113 98421 7820 54 174528 61011 26963 296 92 70 50133 31288 9168 9115 16409 201 80980 8773 11989 6665 68991 10554 22120 18845 628 321 is_linear=0 shrinkage=0.01 Tree=529 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 1 10 11 10 10 10 1 1 10 4 10 11 1 11 1 1 1 10 10 1 1 10 6 10 6 split_gain=1458.31 975.436 102.406 87.727 74.1195 47.6968 65.2376 42.2877 40.8211 36.1976 29.9662 29.6409 26.501 25.2752 24.8457 21.3717 20.8185 20.0007 19.6887 18.9046 19.9571 19.3391 18.8869 18.6464 44.8687 78.2852 26.0866 23.6087 18.5233 17.353 threshold=5.9105306718265645e-05 0.99991196393966686 0.12629276514053342 8.9378974621467943e-07 -390.49999999999994 -8.4999999999999982 6.4350000000000014 0.96394401788711548 3.1750000000000003 5.2250000000000005 2.5250000000000004 -78.499999999999986 -348.49999999999994 4.9450000000000012 1.5000000000000002 5.995000000000001 0.99998801946640026 -270.49999999999994 0.0017540019471198002 -287.49999999999994 -24.499999999999996 -289.49999999999994 5.4450000000000012 6.1150000000000011 -59.499999999999993 -53.499999999999993 6.1550000000000011 181.50000000000003 8.3400000000000016 432.50000000000006 decision_type=2 2 2 2 10 8 8 2 10 10 10 10 10 10 8 10 2 10 2 10 10 8 10 10 10 10 10 2 10 2 left_child=3 2 4 -1 8 7 13 10 -2 18 11 -4 -5 -7 -10 -14 29 -17 -6 21 -21 -11 -15 -9 26 -26 -25 -28 -16 -3 right_child=1 16 5 12 9 6 -8 23 14 19 -12 -13 15 22 28 17 -18 -19 -20 20 -22 -23 -24 24 25 -27 27 -29 -30 -31 leaf_value=-0.0093847159007243407 -0.0010068907170871189 0.0067115438149689113 -0.0058081349257384932 -0.007870258077140228 -0.0018497793218655045 -0.00049353665883290234 0.005108645848133077 0.0046853566302866873 0.061379954920774596 0.0036705502318734539 0.0016243047645276626 0.00062969172279490643 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leaf_count=303487 3186 7766 662 45412 40534 9093 5560 8290 19 3703 14227 1323 108876 1586 22883 1600 90601 18640 22407 19087 807 107 517 1258 114 622 1993 62 36 54 internal_value=0 0.00136265 0.00035426 -0.00735654 -0.000622601 0.00132014 -0.000303133 0.00185855 -0.00341172 -0.000130119 0.00129935 -0.0016328 -0.00545505 -0.00118999 -0.00550786 -0.00452046 0.00926682 -0.000717402 -0.000672228 0.0013258 0.000811308 0.0042787 -0.00429745 0.00370383 0.00171059 -0.00473125 0.00392547 0.00211581 -0.00559371 0.00630281 internal_weight=0 12238.1 10853.4 2274.76 5396.05 5457.37 1359.26 4098.11 809.806 4586.25 3145.02 313.771 1174.04 1167.88 432.672 846.486 1384.65 125.805 3341.89 1244.35 1059.72 184.636 213.826 953.087 314.472 80.4599 234.012 180.875 432.117 202.341 internal_count=734512 256497 158076 478015 112769 45307 16756 28551 26124 86645 16212 1985 174528 11196 22938 129116 98421 20240 62941 23704 19894 3810 2103 12339 4049 736 3313 2055 22919 7820 is_linear=0 shrinkage=0.01 Tree=530 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 11 5 4 3 4 18 3 3 3 4 3 3 11 11 11 5 3 4 3 4 3 3 3 split_gain=1438.55 966.138 100.886 87.9191 48.4791 20.9309 16.0243 14.8846 19.5576 14.8841 13.835 17.4695 12.929 21.7076 11.6049 11.0474 10.7413 9.89626 16.3433 9.96725 9.79091 9.17999 7.723 7.03576 11.3743 8.00466 7.01636 6.87733 9.01427 16.4444 threshold=5.9105306718265645e-05 0.99991196393966686 0.85901859402656566 8.9378974621467943e-07 0.0038593490608036002 0.99998801946640026 9.2114014478283951e-06 0.99188911914825451 3.5000000000000004 42.000000000000007 0.45495129870129869 27.500000000000004 1.0000000180025095e-35 0.24328334268987087 0.39484741264927026 0.8185736677115989 296.50000000000006 0.50117370892018787 0.55594679186228502 0.36455024778842932 0.044676627963781308 0.00050369312521065005 2.5000000000000004 0.58631332481907206 24.500000000000004 0.58851017042330966 8.5000000000000018 0.8622844827586208 0.69268849961919277 0.67576887232059657 decision_type=2 2 2 2 2 2 2 2 8 8 2 10 2 2 2 2 10 2 2 2 2 2 10 2 10 2 10 2 2 2 left_child=3 2 4 -1 15 -3 -5 27 -9 10 11 12 -6 -14 20 16 21 -12 -19 -20 -15 -2 23 24 -21 -25 -23 28 29 -4 right_child=1 5 7 6 9 -7 -8 8 -10 -11 17 -13 13 14 -16 -17 -18 18 19 22 -22 26 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.009378077656518843 -0.0026185422917888589 0.0062763932224755726 0.001424793174564158 -0.0065346206678207879 -0.0026943957897654887 0.0097680595038182067 -0.0041878312600713745 0.0037256263317261315 -0.0015088661222755167 0.017966623955639301 0.0016317326478025264 8.0535622745512873e-05 -0.0073981848325746623 0.027198222339039121 -0.0031252343891301454 0.0001706630625657856 0.044442945375293433 -0.0021097506151501935 0.00023540343417363812 0.010081313413083701 0.0090131279257738596 -0.0053573022011856901 -0.0010722755735464728 0.014509138124400901 -0.0032891339412892927 0.0020812416531956735 -0.0010027670260057088 0.0034310458152696332 -0.00099635126683748627 0.0093934767216713941 leaf_weight=1090.5264275814407 742.93385025695898 201.16743822069839 903.93402363732457 617.90799114247784 384.44756344333291 1171.2641866495833 549.88873218651861 821.22097961232066 78.172944016754627 4.7643057815730563 827.02604567073286 2187.2382182236761 12.649483866989611 3.6254230812192025 6.4217053614556781 357.02462840313092 0.50311050564050575 239.31881911773235 2042.9344414030202 7.3296053186058989 16.147228725254536 38.419917098712176 99.758931264281273 5.2232377938926211 48.22532556951046 666.07765234820545 1002.7909252382815 173.76489857211709 148.97471008077264 26.660560980439186 leaf_count=303487 42313 7820 7925 113517 3008 90601 61011 15320 1089 30 5918 15583 79 40 42 11989 3 2317 18669 35 75 929 529 25 245 3538 25746 1487 972 170 internal_value=0 0.00135129 0.000350969 -0.00733627 -0.000128987 0.00925626 -0.00542957 0.00228906 0.00327066 0.000297997 0.000285139 -0.000279336 -0.00213887 0.00335934 0.00855424 -0.0014351 -0.00175633 0.000659533 0.000400907 0.000610295 0.0123475 -0.00176936 0.00153682 0.00189491 -0.00152511 0.00217794 -0.00116345 0.00158467 0.00128748 0.00165309 internal_weight=0 12218 10845.6 2258.32 8692.86 1372.43 1167.8 2152.73 899.394 6551.19 6546.42 2610.53 423.291 38.8438 26.1944 2141.67 1784.65 3935.89 3108.87 2869.55 19.7727 1784.14 826.615 726.856 55.5549 671.301 1041.21 1253.33 1079.57 930.595 internal_count=734512 256497 158076 478015 131113 98421 174528 26963 16409 50133 50103 18827 3244 236 157 80980 68991 31276 25358 23041 115 68988 4372 3843 280 3563 26675 10554 9067 8095 is_linear=0 shrinkage=0.01 Tree=531 num_leaves=31 num_cat=0 split_feature=10 1 10 1 10 6 5 10 10 5 10 1 3 6 6 40 2 3 5 2 2 3 10 1 1 10 2 6 1 6 split_gain=137.233 99.5049 42.552 38.4592 124.476 41.3308 36.0505 33.687 44.8004 42.6148 27.6858 28.1574 33.025 30.9917 27.1244 23.8773 22.4076 21.2329 26.8574 21.101 28.7773 20.8664 20.0792 20.6124 20.0387 17.7573 28.0495 25.8923 23.9477 19.2897 threshold=2.6550000000000007 -361.49999999999994 2.6550000000000007 -8.4999999999999982 3.9350000000000005 107.50000000000001 1.5000000000000002 4.995000000000001 5.4450000000000012 1.5000000000000002 2.5250000000000004 -64.499999999999986 0.86696165191740426 181.50000000000003 150.50000000000003 1.0000000180025095e-35 0.77525510204081638 0.87439320388349528 5.5000000000000009 0.61138079827400227 0.61569230769230787 0.65465367965367982 3.2950000000000004 -10.499999999999998 -65.499999999999986 5.3350000000000009 0.8257418909592823 73.500000000000014 -60.499999999999993 51.500000000000007 decision_type=10 10 8 8 10 2 10 10 10 10 10 10 2 2 2 2 2 2 10 2 2 2 10 10 10 10 2 2 10 2 left_child=1 2 -1 5 14 6 15 -6 -9 19 11 12 -3 -13 -5 22 -12 18 21 -10 -21 -11 23 -2 -14 26 -8 28 -28 -27 right_child=3 10 -4 4 7 -7 25 8 9 17 16 13 24 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 29 27 -29 -30 -31 leaf_value=0.0025243554522140239 -0.0010690461948747621 -0.0016676489409929076 0.0064258367892104451 0.0004042150008408411 -0.0020673400663859614 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76822 40190 37938 35248 20669 14579 30503 218854 2690 13169 12229 27021 2438 11861 218412 16607 2266 168027 88763 2198 2094 79264 is_linear=0 shrinkage=0.01 Tree=532 num_leaves=31 num_cat=0 split_feature=10 1 10 1 10 6 5 10 10 5 4 10 10 10 6 3 6 1 1 6 3 5 3 1 1 1 3 10 6 3 split_gain=134.642 97.9401 42.18 37.7769 122.37 40.558 35.3451 33.3929 44.3373 42.0014 28.362 27.5266 27.1495 28.1658 26.6087 25.3732 32.2149 29.0257 24.6123 22.3089 20.7789 26.3546 20.5107 20.1973 19.4789 34.8198 18.1705 17.427 18.9546 18.136 threshold=2.6550000000000007 -361.49999999999994 2.6550000000000007 -8.4999999999999982 3.9350000000000005 107.50000000000001 1.5000000000000002 4.995000000000001 5.4450000000000012 1.5000000000000002 19.500000000000004 3.2950000000000004 2.5250000000000004 1.635 150.50000000000003 0.86391694725028068 143.50000000000003 -275.49999999999994 -64.499999999999986 19.500000000000004 0.87439320388349528 5.5000000000000009 0.65465367965367982 -251.49999999999997 -64.499999999999986 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16.4805 15.8976 24.5284 15.3801 19.091 20.5028 14.735 13.4389 17.8142 29.9127 50.8072 29.0186 35.0885 threshold=5.9105306718265645e-05 0.99991196393966686 0.85901859402656566 8.9378974621467943e-07 0.0038593490608036002 1.0000000180025095e-35 8.615000000000002 3.4950000000000006 1.0000000180025095e-35 4.2350000000000012 6.0750000000000011 8.3400000000000016 6.1150000000000011 0.99998801946640026 0.99188911914825451 432.50000000000006 0.37323383084577116 1.0000000180025095e-35 9.5000000000000018 7.5000000000000009 161.50000000000003 0.47080136402387041 27.500000000000004 4.5000000000000009 6.1522598571173157e-06 1074.5000000000002 5.3350000000000009 1931.5000000000002 1230.5000000000002 4.8850000000000007 decision_type=2 2 2 2 2 2 8 10 2 8 10 10 10 2 2 2 2 2 8 10 2 2 10 2 2 2 10 2 2 10 left_child=3 2 4 -1 5 11 8 20 17 -7 24 -2 14 15 -10 -3 -17 -4 19 -9 -6 -22 -23 -12 -5 -26 28 -28 29 -27 right_child=1 13 6 10 7 9 -8 18 12 -11 23 -13 -14 -15 -16 16 -18 -19 -20 -21 21 22 -24 -25 25 26 27 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0.99188911914825451 6.1950000000000012 0.061381475667189905 5.5000000000000009 5.955000000000001 19.500000000000004 5.0650000000000004 0.68772163120567387 0.99998801946640026 5.995000000000001 2.4650000000000003 -270.49999999999994 1.0000000180025095e-35 0.49882629107981225 decision_type=2 2 2 2 10 10 10 10 10 8 2 10 8 10 10 10 2 10 2 10 10 8 10 2 2 10 8 10 2 2 left_child=3 2 4 -1 6 -6 -2 8 9 12 -10 -5 22 16 17 -16 26 -15 -19 -8 -21 23 -4 -7 -3 -13 -9 -27 -23 -30 right_child=1 24 7 11 5 21 19 13 10 -11 -12 25 -14 14 15 -17 -18 18 -20 20 -22 28 -24 -25 -26 27 -28 -29 29 -31 leaf_value=-0.0093632541183164605 -0.0013873596836598662 0.0062194311448080884 -0.00095052810501653764 -0.0078154189900832803 -0.00091236628113806233 -0.00043914632570103793 -0.0056744589030571259 -0.0030412270671433374 -0.0073041242102104579 0.004963149852092349 -0.050178420021535323 -0.0050984386528962703 -0.00079333087177871115 0.0093263366565005598 -0.019010248312052697 0.0010598500424188416 0.0065214392659653734 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38 44908 2429 877 90601 1600 7108 18640 5232 2527 internal_value=0 0.00132618 0.000344173 -0.00729 -0.000316508 0.000153727 -0.00276602 0.00170254 0.000694819 0.00083267 -0.0148522 -0.00536951 0.000169561 0.00275855 0.000260118 -0.00499824 0.00334579 0.0032914 0.000906266 -0.00528012 0.00943763 0.000863433 0.00191376 -0.00106843 0.00923269 -0.00443002 0.00263981 -0.000631418 0.00119475 -0.000246906 internal_weight=0 12169 10824.5 2221.4 7282.48 6109.61 1172.87 3542.04 1812.45 1796.52 15.9293 1153.19 1548 1729.59 329.165 120.366 1400.42 208.799 149.653 415.383 10.8392 3667.88 550.613 536.957 1344.44 833.165 1145.72 124.67 3130.92 665.116 internal_count=734512 256497 158076 478015 123304 93746 29558 34772 19247 19127 120 174528 12858 15525 3695 939 11830 2756 1438 21850 358 62424 3567 9757 98421 129116 7548 20240 52667 7759 is_linear=0 shrinkage=0.01 Tree=535 num_leaves=31 num_cat=0 split_feature=5 7 0 1 1 1 1 1 5 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 5 5 1 0 1 1 split_gain=55.4722 17.0174 13.6971 28.5598 21.2648 25.7158 17.1241 13.632 17.8898 63.5656 13.3012 14.0683 25.4942 12.9839 18.2332 34.0042 16.5103 19.5501 17.045 11.8701 11.788 12.9316 11.7669 11.6815 22.1292 20.2568 14.1761 11.1993 18.2563 15.6675 threshold=2.5000000000000004 inf 1.0000000180025095e-35 -339.49999999999994 -35.499999999999993 -65.499999999999986 -361.49999999999994 -353.49999999999994 5.5000000000000009 -346.49999999999994 -8.4999999999999982 -122.49999999999999 -129.49999999999997 -253.49999999999997 1.0000000180025095e-35 -268.49999999999994 -255.49999999999997 -287.49999999999994 -289.49999999999994 -282.49999999999994 -361.49999999999994 -210.49999999999997 -36.499999999999993 -34.499999999999993 3.5000000000000004 4.5000000000000009 -48.499999999999993 1.0000000180025095e-35 -72.499999999999986 -40.499999999999993 decision_type=10 8 2 8 10 10 10 10 8 10 10 8 10 10 2 10 10 8 10 10 8 10 10 10 10 10 10 2 8 10 left_child=1 -1 3 6 5 20 -2 -8 -9 -10 11 12 13 14 16 -16 17 18 -3 -19 -4 -22 -7 26 -25 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24.985495495377112 0.17762221652083099 0.43142288527451356 76.182476364076138 7273.7924088905565 98.851467315806076 1182.2447348362766 101.49350469722413 56.303314595716074 23.589456045301631 52.852771386504173 30.789151745848358 238.61804004199803 165.7658359776251 68.483091575559229 5.8829228309914461 11.891533310990782 13.971858365228401 2.2640650542452923 52.086439985549077 597.857423794223 1791.1119851092808 448.32856432977132 leaf_count=213 3249 40266 552 108702 361 1574 758 1778 9 95 17400 339139 8799 73981 4885 676 686 3756 1325 15081 6266 2575 161 864 770 74 3208 13911 68750 14648 internal_value=0 0.00021312 -0.0017847 -0.00226199 5.58902e-05 0.000560743 0.00340363 0.00697579 0.00181045 0.0553591 0.000204575 0.000229537 -0.000426047 -0.000229428 0.000451498 0.00364143 1.9137e-05 -0.00015212 0.000614899 -0.00238671 -0.000927473 -0.000475727 0.00614998 -0.00266913 0.00369636 0.0112873 -0.002828 0.000398318 0.000931193 0.00134565 internal_weight=0 12797.4 1559.16 1238.11 321.055 309.159 83.0082 51.2856 25.5945 0.609045 12790.4 12714.2 2603.11 2504.26 1322.01 157.797 1164.22 1140.63 849.156 291.471 244.15 234.249 65.0086 1155.1 28.1275 16.2359 1126.97 10111.1 2837.3 2239.44 internal_count=734512 603516 130996 119507 11489 11128 5889 2640 1882 104 603303 585903 149455 140656 66675 5561 61114 60428 41591 18837 9393 8841 1735 113618 1708 844 111910 436448 97309 83398 is_linear=0 shrinkage=0.01 Tree=536 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 10 10 5 10 1 1 4 4 6 1 11 5 11 10 11 10 10 1 1 5 10 6 11 10 10 split_gain=1374.51 935.487 95.7209 94.6747 88.6193 58.6228 43.61 30.8584 27.9868 38.1305 26.4685 22.4273 21.8427 23.0531 31.3672 21.8061 21.6856 22.4865 22.3284 21.2712 21.0096 20.8363 42.5388 74.1668 36.8244 20.4275 19.8564 21.1804 19.838 28.8749 threshold=5.9105306718265645e-05 0.99991196393966686 0.96394401788711548 -390.49999999999994 8.9378974621467943e-07 3.9350000000000005 3.9650000000000003 1.5000000000000002 8.8450000000000006 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Tree=537 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 1 10 11 10 10 10 10 3 1 13 6 10 10 18 6 1 11 1 10 47 6 1 10 11 6 split_gain=1356.52 938.543 104.388 67.4877 64.5486 54.8072 66.3573 46.2424 35.6905 32.9755 30.9083 28.653 28.5812 28.2935 27.996 24.4581 22.7041 22.2582 23.8854 30.8923 25.574 21.3865 21.2168 19.956 19.4268 18.9607 21.6053 18.8995 18.8594 18.6877 threshold=3.4519272958277731e-05 0.99991196393966686 0.044676627963781308 8.9378974621467943e-07 -4.4999999999999991 -8.4999999999999982 6.4350000000000014 0.96394401788711548 2.5250000000000004 3.1250000000000004 5.2250000000000005 4.9450000000000012 0.54186137071651097 -89.499999999999986 1.0000000180025095e-35 201.50000000000003 5.4450000000000012 6.0750000000000011 1.0000000180025095e-35 4.5000000000000009 -80.499999999999986 0.99998801946640026 -135.49999999999997 7.2950000000000008 1.0000000180025095e-35 32.500000000000007 -251.49999999999997 5.7650000000000006 0.00057753553846845017 3.5000000000000004 decision_type=2 2 2 2 8 8 8 2 10 10 10 10 2 10 2 2 10 10 2 2 10 2 10 10 2 2 10 10 2 2 left_child=3 2 4 -1 10 7 11 8 12 -6 28 15 13 22 25 -7 24 -5 -19 -20 -21 -3 -4 -11 -13 26 -12 -27 -2 -14 right_child=1 21 5 17 9 6 -8 -9 -10 23 14 16 29 -15 -16 -17 -18 18 19 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.0093491818458560933 -0.002418176397687754 0.0061658156164370592 -0.0044479016643377322 -0.0062779522745552438 -0.0011796115782832539 -0.0010390135971737912 0.0046027241916246813 0.0035961156502911803 0.0014625223655020999 -0.006068344748077683 0.0033733376146085729 -0.0072580847698761834 -0.0013539751713848513 -0.0018454741527749144 0.050545057977505872 0.0058568468294746814 -7.3691203924373234e-05 -0.0027178635078079494 -0.010121417616916135 0.02917025291052211 0.12727798865510373 0.0097426483872128065 -0.016432491895012044 0.014190929731756414 0.013435086628244748 3.5707225817598591e-05 -0.00076299573095199276 0.0051586408004195674 -0.00049014337345328399 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threshold=3.4519272958277731e-05 0.99991196393966686 0.044676627963781308 8.9378974621467943e-07 -4.4999999999999991 -8.4999999999999982 6.4350000000000014 0.96394401788711548 2.5250000000000004 3.1250000000000004 5.2250000000000005 4.9450000000000012 1.0000000180025095e-35 -85.499999999999986 5.4450000000000012 6.0750000000000011 1.0000000180025095e-35 -57.499999999999993 0.99998801946640026 7.5550000000000006 1.5000000000000002 3.5000000000000004 7.2950000000000008 1.0000000180025095e-35 0.00057753553846845017 0.59921259842519692 0.80104166666666676 5.2650000000000006 19.500000000000004 -22.499999999999996 decision_type=2 2 2 2 8 8 8 2 10 10 10 10 2 10 10 10 2 8 2 10 8 10 10 2 2 2 2 10 8 8 left_child=3 2 4 -1 10 7 11 8 13 -6 24 -7 28 25 23 -5 -17 19 -3 -18 -21 -9 -11 26 -2 -4 -13 -28 -12 -30 right_child=1 18 5 15 9 6 -8 21 -10 22 12 14 -14 -15 -16 16 17 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0093422749991751066 -0.0023994677904859525 0.0061389410424218605 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internal_count=734512 272365 173944 462147 120740 53204 19385 33819 21480 27034 93706 13622 26069 2556 3029 158660 21730 659 98421 642 119 12339 24366 2364 67637 670 2342 137 26039 19479 is_linear=0 shrinkage=0.01 Tree=539 num_leaves=31 num_cat=0 split_feature=4 4 47 3 3 40 3 3 3 3 4 2 3 4 3 2 4 2 24 3 2 22 47 2 4 2 4 4 3 47 split_gain=20.7034 18.284 19.2517 13.0537 17.2187 12.9189 10.0292 56.3712 26.246 22.557 21.4097 10.3958 13.5947 9.5268 9.14773 13.6505 9.71984 9.33819 8.62129 8.59497 8.1213 8.06067 7.85397 7.41303 6.95946 6.93405 6.91618 6.81198 6.74142 7.94488 threshold=42.000000000000007 9.5000000000000018 1.0000000180025095e-35 0.94754041967664271 0.99147117657755979 1.0000000180025095e-35 0.50117370892018787 0.49441323345817728 0.59585213840533002 0.16749174917491746 27.500000000000004 0.031331806282722509 0.68783602150537648 21.500000000000004 0.8185736677115989 0.066767983789260368 29.500000000000004 0.050179856115107911 1.0000000180025095e-35 0.66536458333333337 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920.189 100.282 67.8469 48.3092 29.3496 21.8014 21.6126 18.4125 17.0751 19.5929 16.276 15.6212 14.3101 22.4155 21.0638 61.0226 25.4525 29.7736 14.0918 25.8303 23.0232 16.5379 20.1499 22.6015 13.79 33.4321 13.6934 13.5844 18.46 threshold=3.4519272958277731e-05 0.99991196393966686 0.044676627963781308 8.9378974621467943e-07 0.96394401788711548 1.0000000180025095e-35 0.0021208993857726004 0.99998801946640026 42.000000000000007 432.50000000000006 0.37323383084577116 0.66536458333333337 18.500000000000004 1.5000000000000002 0.67576887232059657 30.500000000000004 15.500000000000002 1.5000000000000002 0.0017540019471198002 0.50117370892018787 0.4817045961624275 20.500000000000004 43.500000000000007 61.500000000000007 0.63053270661966321 17.500000000000004 27.500000000000004 0.62453007518796999 135.50000000000003 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 8 2 2 2 10 2 2 2 2 10 2 2 2 10 2 2 2 2 2 2 2 10 left_child=3 2 5 -1 -4 6 -2 9 11 -3 -11 12 -7 -13 15 16 -15 18 25 20 -14 22 27 24 -24 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1297.1 3414.62 194.16 3.85839 3412.92 2150.86 1262.06 805.026 76.1434 43.3041 16.7078 14.9977 1977.85 1496.97 480.877 20.7278 7.04265 2.35231 4.66166 2.73167 13.6852 1409.87 111.835 internal_count=734512 272365 173944 462147 53204 120740 38202 98421 82538 7820 54 82529 51228 31301 22377 2041 943 231 170 46789 30999 15790 654 217 55 100 74 437 21508 951 is_linear=0 shrinkage=0.01 Tree=541 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 1 11 11 1 4 2 11 4 11 4 2 2 2 11 11 1 1 11 4 4 38 1 1 1 2 split_gain=1302.38 911.22 98.343 68.0175 62.1719 52.969 44.4341 21.7189 21.3106 20.1942 19.3101 16.3864 15.9548 14.8713 13.1635 11.7726 11.039 10.0809 9.98443 8.95857 8.87395 9.36793 8.82364 8.48321 8.46517 8.41851 8.09993 8.06616 12.5065 14.8424 threshold=3.4519272958277731e-05 0.99991196393966686 0.044676627963781308 8.9378974621467943e-07 -4.4999999999999991 -8.4999999999999982 0.92614999413490307 0.99998801946640026 -348.49999999999994 42.000000000000007 0.88478556841388711 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Tree=542 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 47 6 6 2 47 47 3 47 3 47 3 2 2 3 38 3 6 6 11 11 2 3 40 split_gain=1285.03 902.296 96.4937 68.1848 42.1912 29.0321 21.8333 18.0044 16.8482 16.822 18.4678 13.24 12.5028 11.8648 11.7879 11.856 11.603 14.5982 10.9433 14.0297 10.6078 10.2262 9.54035 9.10923 14.981 14.7603 16.7931 11.0804 25.3264 9.03582 threshold=3.4519272958277731e-05 0.99991196393966686 0.089183576405048315 8.9378974621467943e-07 0.98303884267807018 0.0009053001122083001 0.99998801946640026 1.0000000180025095e-35 369.50000000000006 432.50000000000006 0.37323383084577116 1.0000000180025095e-35 1.0000000180025095e-35 0.73368794326241138 1.0000000180025095e-35 0.31287650602409645 1.0000000180025095e-35 0.38480769230769235 0.88478556841388711 0.75110619469026563 0.55298573975044574 1.0000000180025095e-35 0.83889506859473506 48.500000000000007 57.500000000000007 0.00025899744650810004 5.9105306718265645e-05 0.017392619479733803 0.86696165191740426 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0.044676627963781308 8.9378974621467943e-07 0.96394401788711548 1.0000000180025095e-35 0.99998801946640026 0.0021208993857726004 42.000000000000007 432.50000000000006 135.50000000000003 1.0000000180025095e-35 9.5000000000000018 19.500000000000004 15.500000000000002 1.0000000180025095e-35 205.50000000000003 232.50000000000003 1.0000000180025095e-35 107.50000000000001 24.500000000000004 1.5000000000000002 0.00033622415503480003 0.76014459133148204 27.500000000000004 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 26.500000000000004 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 8 2 2 2 2 10 2 2 2 2 2 2 8 10 2 2 2 2 2 2 10 2 left_child=3 2 5 -1 12 7 9 -2 13 -3 18 25 27 14 -7 16 -14 -18 20 23 -6 -9 -15 -17 -23 -5 -27 28 -4 -30 right_child=1 6 4 11 10 8 -8 21 -10 -11 -12 -13 15 22 -16 19 17 -19 -20 -21 -22 24 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.0093138471462535146 -0.0040150989626109093 0.0064576626954169275 -0.00090159142315087749 -0.0076236166400257934 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split_feature=11 11 11 11 1 1 11 11 1 4 6 2 11 5 6 1 11 5 6 1 4 11 1 1 1 4 3 6 0 5 split_gain=1201.42 858.792 87.8996 68.9755 58.7922 49.1444 41.2986 22.3649 21.4715 19.2744 18.6817 20.9352 18.0138 15.8454 15.5672 23.5673 15.5631 15.4389 18.9388 26.4785 15.192 15.0855 13.7398 20.7231 14.2625 76.6059 12.8264 12.6648 13.6992 22.2774 threshold=3.4519272958277731e-05 0.99991196393966686 0.044676627963781308 8.9378974621467943e-07 -4.4999999999999991 -8.4999999999999982 0.92614999413490307 0.99998801946640026 -348.49999999999994 42.000000000000007 205.50000000000003 0.88478556841388711 0.98303884267807018 1.5000000000000002 432.50000000000006 -66.499999999999986 0.1800593510270119 3.5000000000000004 16.500000000000004 -61.499999999999993 1.5000000000000002 0.99188911914825451 -39.499999999999993 -22.499999999999996 -21.499999999999996 23.500000000000004 0.41213235294117651 416.50000000000006 1.0000000180025095e-35 4.5000000000000009 decision_type=2 2 2 2 8 8 2 2 10 8 2 2 2 10 2 8 2 10 2 10 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182.68291320512071 2723.87076959759 261.77415414201096 0.71637533558532496 1030.5233021508902 539.16531939059496 1032.9912654366344 668.64547541888896 1.9359059706330288 1.5658644773066033 108.3129949066788 340.35948824323714 997.10124405007809 2.025026798248291 1.9996452145278443 53.019838271662593 75.348959708586335 30.754047390073538 15.057725952938197 620.25530239543878 503.48176923580468 307.16792437480763 1.0259660109877575 81.90790497418493 6.2117279805243015 11.269726210273801 42.135408472269773 999.57417200133204 52.803385004401207 leaf_count=303487 52823 7766 13988 41394 21 9863 4624 90601 117266 10 33 1528 7264 31829 18 36 511 797 283 268 27013 8231 6721 15 2180 128 186 266 5084 278 internal_value=0 0.00115274 0.000263379 -0.00741013 -0.000831307 0.000999095 0.0014823 0.00911091 -0.00546789 -0.000361209 -0.00055906 -0.000791077 -0.00112548 -0.000377434 0.0059258 -0.0135281 0.00465233 0.00313144 -0.000247305 -0.00531774 -0.0036822 0.00352407 1.20686e-05 -0.00171139 0.0025333 0.0159891 0.0145325 0.00097966 0.0010405 0.00140187 internal_weight=0 12133.8 10914.1 1894.36 4386.83 6527.24 4982.19 1219.7 930.42 3765.86 1545.05 1479.2 1370.88 3763.92 186.708 4.02467 65.8554 1163.81 121.161 45.8118 620.972 1042.65 2766.82 396.314 89.1456 7.23769 12.8356 3818.38 3776.25 2776.67 internal_count=734512 272365 173944 462147 120740 53204 33819 98421 158660 93706 19385 18655 17127 93696 7820 54 730 14203 1348 551 27034 12855 61867 9044 2323 143 219 19616 19350 14266 is_linear=0 shrinkage=0.01 Tree=548 num_leaves=31 num_cat=0 split_feature=5 2 1 1 9 1 5 5 1 2 2 2 40 1 1 0 1 1 5 1 2 5 1 2 2 1 1 2 5 2 split_gain=50.4573 21.016 18.7478 24.2081 15.9099 15.2979 15.3298 13.1787 12.5922 49.7392 17.1326 27.8907 12.5375 11.9935 33.4303 15.371 15.2487 20.6782 11.7778 13.5603 13.5367 11.7193 11.5819 20.4999 15.29 11.5663 25.1536 27.7654 14.3544 13.5878 threshold=2.5000000000000004 0.25092592592592594 -346.49999999999994 -361.49999999999994 11406.500000000002 -19.499999999999996 3.5000000000000004 3.5000000000000004 -62.499999999999993 0.79361054766734285 0.69789381307591059 0.69261053906723202 1.0000000180025095e-35 -33.499999999999993 -34.499999999999993 1.0000000180025095e-35 -35.499999999999993 -36.499999999999993 5.5000000000000009 -39.499999999999993 0.11558704453441292 5.5000000000000009 -8.4999999999999982 0.040202020202020204 0.66510903426791279 -122.49999999999999 -129.49999999999997 0.27608892921960076 1.5000000000000002 0.49882629107981225 decision_type=10 2 8 10 8 10 10 10 10 2 2 2 2 10 10 2 10 10 10 10 2 10 10 2 2 8 10 2 10 2 left_child=4 2 3 -2 -1 7 -7 -3 10 -10 11 -9 22 14 15 -4 17 18 20 -20 -17 -13 25 -24 -25 26 29 -28 -29 -6 right_child=1 5 13 -5 12 6 -8 8 9 -11 -12 21 -14 -15 -16 16 -18 -19 19 -21 -22 -23 23 24 -26 -27 27 28 -30 -31 leaf_value=0.015540074213131978 -0.0040640163298018145 -0.001290745832803986 -0.0019945003029189479 0.013431631030025417 -0.00074398318977788398 -0.0029399644378252836 0.034625009000419697 -0.0035835224235418574 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9852.8684860304929 39.5478650839068 22.845116899814457 32.901866974076256 900.31204286706634 leaf_count=222 1197 33659 38133 512 90835 231 103 36460 6596 1015 5491 75 689 487 109 3667 119 136 1999 181 812 14 326 16873 191 436233 2652 1332 4813 49350 internal_value=0 -0.00172813 -0.000313439 0.00692246 0.000205453 -0.0027099 0.0160066 -0.0028014 -0.00378281 -0.000399461 -0.00447352 -0.003369 0.000197143 -0.000731405 -0.000523103 -0.000789823 0.00146072 0.00182286 0.00125877 0.0049451 -0.0004342 0.0349429 0.000207857 -0.0037654 -0.00583518 0.000231245 -0.000370758 -0.00541103 -0.00995744 -0.000174113 internal_weight=0 1513.14 619.893 33.8515 12484.6 893.249 4.34574 888.903 538.84 91.354 447.486 339.353 12477.9 586.042 573.875 566.951 197.67 194.366 188.721 59.3944 129.327 1.88959 12463.6 72.9351 63.2888 12390.7 2537.83 95.2948 55.747 2442.54 internal_count=734512 130996 47352 1709 603516 83644 334 83310 49651 7611 42040 36549 603294 45643 45156 45047 6914 6795 6659 2180 4479 89 602605 17390 17064 585215 148982 8797 6145 140185 is_linear=0 shrinkage=0.01 Tree=549 num_leaves=31 num_cat=0 split_feature=10 1 10 1 10 6 5 10 10 5 10 10 6 6 3 1 1 1 2 1 2 2 2 1 1 10 3 5 1 3 split_gain=107.831 86.1205 39.1231 39.0862 106.83 36.0623 33.2465 29.4115 42.4341 39.1389 27.4093 26.5155 25.7508 25.2632 29.9869 29.051 23.5107 42.109 31.5443 21.7015 21.6753 21.1799 27.4471 20.8475 30.9822 20.7035 20.4982 24.1953 20.2728 20.2044 threshold=2.6550000000000007 -361.49999999999994 2.6550000000000007 -8.4999999999999982 3.9350000000000005 107.50000000000001 1.5000000000000002 4.995000000000001 5.4450000000000012 1.5000000000000002 2.5250000000000004 1.635 150.50000000000003 143.50000000000003 0.86391694725028068 -275.49999999999994 -89.499999999999986 -125.49999999999999 0.63582887700534763 -103.49999999999999 0.77525510204081638 0.61138079827400227 0.61569230769230787 -64.499999999999986 -66.499999999999986 3.2950000000000004 0.87439320388349528 5.5000000000000009 -10.499999999999998 0.72509541984732839 decision_type=10 10 8 8 10 2 10 10 10 10 10 10 2 2 2 10 10 10 2 10 2 2 2 8 10 10 2 10 8 2 left_child=1 2 -1 5 12 6 25 -6 -9 21 11 13 -5 14 16 -15 17 -3 -19 -20 -12 -10 -23 24 -17 28 27 -11 -2 -18 right_child=3 10 -4 4 7 -7 -8 8 9 26 20 -13 -14 15 -16 23 29 18 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0023008906329358863 -0.0011040946344504652 -9.5949330121754537e-06 0.00616571562775478 0.00027171229853404906 -0.0020411513510267404 -0.0018672265582145903 -0.00087756393721712101 -0.0075476128982245863 -0.0075375968577316354 -0.0018193124018028571 0.0021794180134541304 -0.0026237672630109862 0.0055198384549894272 0.063781457910377676 0.0049909576575789417 0.011303244139884421 0.0010156861819912342 -0.0023881916901885188 -0.033007510376936125 -0.01260581927675117 0.010419638141756607 0.018260877335435161 -0.0042663341302958228 0.016339544828690954 -0.011017802452370547 0.00078032534578306658 0.010916066830357965 0.011178597954551705 0.027306537539657394 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threshold=3.4519272958277731e-05 0.99991196393966686 0.12629276514053342 8.9378974621467943e-07 -390.49999999999994 -8.4999999999999982 0.99188911914825451 3.5000000000000004 0.99998801946640026 -348.49999999999994 0.0017540019471198002 0.88478556841388711 5.5000000000000009 7.5000000000000009 0.62532051282051293 1.0000000180025095e-35 1.5000000000000002 0.98303884267807018 0.52016260162601646 0.0012464885949156502 1.5000000000000002 0.31287650602409645 1.0000000180025095e-35 -88.499999999999986 0.89619252873563238 2.5000000000000004 -304.49999999999994 -311.49999999999994 0.11558704453441292 0.87439320388349528 decision_type=2 2 2 2 10 8 2 10 2 10 2 2 10 8 2 2 10 2 2 2 10 2 2 10 2 8 10 10 2 2 left_child=3 2 4 -1 12 6 15 -8 -3 -5 16 17 19 14 -14 22 -6 18 -7 -2 -13 -12 -4 26 -25 -26 27 29 -29 -24 right_child=1 8 5 9 10 11 7 -9 -10 -11 21 20 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 28 -30 -31 leaf_value=-0.0092763343019858415 -0.0053644655637867054 0.0058971202366465596 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356.12043015379459 233.09643119759858 573.82783190906048 15.524344005621968 2315.424833631143 149.25703286379576 1916.2561713047326 124.45195370167494 14.318145260214804 735.86077261902392 3.8996019139885894 41.163833163678646 33.620851563289762 leaf_count=303487 17031 7820 2403 41394 44449 5838 8231 919 90601 117266 7045 1232 87 329 44 26 23384 7447 2057 12228 182 24040 802 10826 759 87 4029 19 250 200 internal_value=0 0.00114154 0.000260588 -0.00738684 -0.000618141 0.00115869 0.00165354 0.00397439 0.00909823 -0.00543752 -0.00015398 -0.000336879 -0.00328271 0.00793164 0.0216761 0.00127698 -0.00110306 -0.000641545 -0.00125724 -0.00345888 0.00376949 0.000276173 0.00129835 0.00107558 0.00161148 -0.00201218 -6.7069e-05 0.00215007 0.00736844 0.000864198 internal_weight=0 12110.4 10903.2 1878.13 5511.02 5392.17 4051.59 565.607 1207.18 924.431 4693.44 1340.58 817.586 12.6452 4.96233 3485.98 1463.78 1247.99 891.869 804.941 92.593 3229.66 3481.73 3018.83 2055.03 138.77 963.802 227.941 45.0634 182.878 internal_count=734512 272365 173944 462147 128637 45307 28551 9150 98421 158660 98918 16756 29719 460 131 19401 67833 15342 7895 29259 1414 31085 19375 16972 11672 846 5300 1271 269 1002 is_linear=0 shrinkage=0.01 Tree=551 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 10 10 11 10 18 10 2 0 0 10 3 5 10 10 5 2 10 4 3 10 2 10 5 5 split_gain=1166.75 840.446 84.5955 69.3205 36.345 27.3898 24.0705 23.969 22.5762 22.4323 23.1982 22.031 17.8438 22.1019 19.1216 17.3937 16.8308 16.442 15.4793 15.2004 18.8169 14.9713 13.7009 13.6066 13.5078 12.8086 12.4755 12.2449 11.9451 11.5282 threshold=3.4519272958277731e-05 0.99991196393966686 0.36455024778842932 8.9378974621467943e-07 0.0012464885949156502 0.98303884267807018 5.285000000000001 8.615000000000002 0.99998801946640026 6.0750000000000011 1.0000000180025095e-35 5.4450000000000012 0.77525510204081638 1.0000000180025095e-35 1.0000000180025095e-35 3.3950000000000005 0.99147117657755979 3.5000000000000004 2.9550000000000005 7.995000000000001 3.5000000000000004 0.50151515151515158 5.535000000000001 42.000000000000007 0.86984754376058737 5.6050000000000013 0.11558704453441292 6.1550000000000011 3.5000000000000004 1.5000000000000002 decision_type=2 2 2 2 2 2 8 8 2 10 2 10 2 2 2 8 2 10 10 8 10 2 10 8 2 10 2 10 10 8 left_child=3 2 4 -1 6 15 -2 17 18 -5 -11 23 14 -14 16 -4 22 -7 -3 27 -21 -16 -13 28 29 -15 -26 -12 -6 -17 right_child=1 8 5 9 11 7 -8 -9 -10 10 19 12 13 25 21 24 -18 -19 -20 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.0092688767927548796 -0.0027764230527932664 0.0091434362859251946 -0.0005139090718088295 -0.006019833000880436 -0.00023454499343462796 0.0026327219713216639 -0.00015699680282320056 0.0067959166623709558 0.0096732452596629444 -0.0023617676320070321 0.086406203564365625 0.0069888208087740492 -0.0061004464850134667 -0.0091443970356714678 -0.00080412278011739722 0.0015348327136223165 -0.0017901688007487815 -0.0019179332339045354 0.0033076309317627683 0.10273836225342102 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22.6781 22.2632 22.4045 27.8441 19.9419 23.5835 19.0189 17.3111 17.3105 34.834 26.0683 23.8385 16.2335 15.5181 15.4437 19.6615 15.0667 13.9084 18.4504 13.7649 15.8468 threshold=3.4519272958277731e-05 0.99991196393966686 0.044676627963781308 8.9378974621467943e-07 0.96394401788711548 8.8450000000000006 5.2250000000000005 1.0000000180025095e-35 0.00057753553846845017 0.99998801946640026 6.0750000000000011 1.0000000180025095e-35 4.5000000000000009 32.500000000000007 5.7650000000000006 3.9350000000000005 211.50000000000003 0.6288018433179724 0.69789381307591059 0.00077296534436750014 8.3400000000000016 2.5000000000000004 31.500000000000004 2.9550000000000005 432.50000000000006 1.0000000180025095e-35 0.28147007042253525 0.22259759759759759 7.1150000000000011 14.500000000000002 decision_type=2 2 2 2 2 8 10 2 2 2 10 2 2 2 10 10 2 2 2 2 10 10 2 10 2 2 2 2 10 2 left_child=3 2 6 -1 15 -6 8 13 -2 23 -5 -12 -13 28 26 16 -4 -16 19 20 -19 22 25 -3 -25 -10 27 -15 -8 -30 right_child=1 9 4 10 5 -7 7 -9 21 -11 11 12 -14 14 17 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.0092613629108451948 -0.0027632547721386457 0.0091314704154275769 -0.00034791354817007367 -0.0059951643502524476 0.0020288284173006232 0.0065962805715472162 0.00027587673573196357 0.043782692946624721 -0.00035621829361848808 0.0096668454689029844 -0.0023436189101215077 -0.010116526787535073 0.035415521063641764 -0.00013094341062540484 0.0039294499115757747 0.0010577247089820923 0.004878843663491692 0.035217468408996165 0.0022483859741992593 0.021549611503128924 0.1158367498618873 -0.0038786968793757233 -0.0022586633403351721 0.0040355580177486947 -0.022075315182595194 0.0040956201052526143 -0.0028748317435749815 0.014574014759844425 -0.0060363367653026032 0.00044112795642851693 leaf_weight=936.32101195084397 808.13122367975302 80.330752945970744 2007.5746077541262 793.9019389685709 1236.7424126146361 146.15922216419131 642.54250970063731 1.2812702348455776 1776.3469479237683 1002.7156410599127 115.04606482246891 2.1755776810459784 3.509816316422075 29.498624736908823 173.86366460146382 3058.7565346704796 65.431891735643148 0.88072239374741801 9.2374917170964164 5.1667045000940561 0.62852503918111324 158.04646868864074 437.83066015597433 100.2369143916294 2.969291239976882 79.421100556850433 90.016067154938355 12.004973713308571 82.451206373982131 69.692821579985321 leaf_count=303487 49074 4979 12042 136930 15448 6060 17474 30 23719 90601 21071 234 425 1366 4521 19306 348 55 244 80 9 4184 9880 2811 30 1132 4906 661 1991 1414 internal_value=0 0.0011219 0.000255671 -0.00734676 0.000971552 0.00251156 -0.000809828 0.000535091 -0.00127079 0.0090753 -0.00538675 -0.00138598 0.0179922 0.000485439 0.00258776 0.000556552 -0.000182937 0.00484316 0.014826 0.0322296 0.0687913 -0.00077883 -0.000565226 0.00584352 0.00328434 -0.000165693 -0.000666691 0.00412249 -0.000364543 -0.0030692 internal_weight=0 12078 10891.7 1850.95 6514.66 1382.9 4377.04 1117.26 3259.78 1186.25 914.633 120.731 5.68539 1115.98 321.297 5131.76 2073.01 189.777 15.9134 6.67595 1.50925 2451.65 2293.6 183.537 103.206 1855.77 131.52 41.5036 794.687 152.144 internal_count=734512 272365 173944 462147 53204 21508 120740 32751 87989 98421 158660 21730 659 32721 11842 31696 12390 4909 388 144 64 38915 34731 7820 2841 24851 6933 2027 20879 3405 is_linear=0 shrinkage=0.01 Tree=553 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 10 10 1 10 1 6 6 10 1 1 11 10 2 11 10 18 1 10 3 10 6 10 6 3 6 split_gain=1135.58 823.856 81.5886 72.0713 69.5958 36.7596 35.2458 34.9851 39.6072 57.6071 46.2313 45.0121 24.5097 49.2265 101.6 32.6968 31.4865 33.1186 22.7729 22.0951 21.6469 32.6157 20.6431 20.4422 20.316 25.713 19.4423 19.4315 20.2707 18.6041 threshold=3.4519272958277731e-05 0.99991196393966686 0.36455024778842932 -9.4999999999999982 8.9378974621467943e-07 3.9350000000000005 3.9650000000000003 -123.49999999999999 5.0750000000000011 -127.49999999999999 141.50000000000003 2.5000000000000004 6.0450000000000008 -59.499999999999993 -55.499999999999993 0.99188911914825451 6.1550000000000011 0.05594679186228476 0.99998801946640026 6.0750000000000011 1.0000000180025095e-35 -57.499999999999993 7.995000000000001 0.21483516483516482 6.5450000000000008 213.50000000000003 2.5250000000000004 13.500000000000002 0.15430402930402928 18.500000000000004 decision_type=2 2 2 8 2 10 10 10 8 10 2 2 10 10 10 2 10 2 2 10 2 8 8 2 10 2 8 2 2 2 left_child=4 2 3 5 -1 -2 -5 8 -4 10 -10 -11 15 16 -15 26 -14 -18 -3 -6 -21 27 -12 -16 -8 -26 -9 -22 -29 -30 right_child=1 18 7 6 19 -7 24 12 9 11 22 -13 13 14 23 -17 17 -19 -20 20 21 -23 -24 -25 25 -27 -28 28 29 -31 leaf_value=-0.009253792236791054 -0.00092810584133680082 0.0058173807191278541 -0.00085056808550063609 -0.0013822137062775733 -0.005970455019572051 0.00069512359276623168 -0.0056254926159859074 -0.0026648817469725802 0.0028975725200972146 -0.040390402729277082 -0.0079621550958124728 -0.0032708718092446065 0.0091008684698214212 -0.018937951486415774 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24212 513 10498 44 334 56 1324 166 184 4282 501 1014 90601 21071 286 17 62 615 827 31 8181 12 10 334 internal_value=0 0.00111214 0.000253224 -0.000403234 -0.00732659 4.28683e-05 -0.00274057 0.00139487 0.000461654 0.00197244 0.00227484 -0.0185409 0.0023381 -7.16362e-05 -0.00510788 0.00285267 0.00273863 0.000521765 0.00906391 -0.00536136 -0.0013742 0.0174979 -0.00583731 0.000789434 -0.00508282 0.00412385 0.00226067 0.013089 0.0309329 0.0211125 internal_weight=0 12062.5 10886.5 6912.05 1837.57 5804.25 1107.8 3974.49 1997.85 928.661 915.17 13.4911 1976.64 347.813 124.571 1628.83 223.242 165.555 1175.92 909.806 120.567 5.78625 65.2443 87.3316 406.631 22.6339 1386.72 5.59336 2.91848 2.56266 internal_count=734512 272365 173944 136610 462147 103488 33122 37334 20554 10994 10894 100 16780 3804 965 12976 2839 1515 98421 158660 21730 659 396 799 25070 858 8694 642 356 344 is_linear=0 shrinkage=0.01 Tree=554 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 1 11 11 1 2 11 11 0 2 2 2 11 1 2 2 2 2 11 0 1 11 1 1 2 1 split_gain=1120.3 815.636 80.4765 69.7272 56.0274 46.8133 39.052 22.8806 21.5703 17.8796 13.5805 12.345 11.8984 11.6355 10.3919 13.4499 10.2431 10.0556 12.0856 11.6512 9.87622 9.83501 9.23429 9.15521 8.50263 7.91518 7.6665 10.0836 13.8246 7.8753 threshold=3.4519272958277731e-05 0.99991196393966686 0.044676627963781308 8.9378974621467943e-07 -364.49999999999994 -8.4999999999999982 0.92614999413490307 0.99998801946640026 -348.49999999999994 0.88478556841388711 0.98303884267807018 0.0009053001122083001 1.0000000180025095e-35 0.52016260162601646 0.15018796992481201 0.14337101747173689 0.0012464885949156502 -328.49999999999994 0.98728813559322048 0.68208556149732635 0.88935969868173259 0.48295234405269277 6.1522598571173157e-06 1.0000000180025095e-35 -64.499999999999986 0.99188911914825451 -41.499999999999993 -24.499999999999996 0.61138079827400227 -122.49999999999999 decision_type=2 2 2 2 10 8 2 2 10 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 10 2 10 10 2 10 left_child=3 2 4 -1 16 6 12 24 -5 10 13 -6 14 21 15 -4 -2 18 -13 26 -11 -7 -10 -23 -3 -8 29 -28 -29 -19 right_child=1 7 5 8 11 9 25 -9 22 20 -12 17 -14 -15 -16 -17 -18 19 -20 -21 -22 23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.0092461642911418982 -0.0051079225332277345 0.004393553732754376 0.0021605199621808524 -0.0078149264584910245 -0.0012128910247353661 -0.0013751900243193491 0.0022357964854340076 0.0096539666014653133 -0.0055869410841978221 0.026828251592272145 0.0008345058398671122 0.002433863693865826 3.8506826397051554e-06 -0.0031772710495829625 0.00089985531278338835 0.019539675124344277 -0.0025270484139798886 -0.000620791856958286 0.019997638944403869 -0.0017421064533523509 0.002968748416432806 -0.00073002481258335099 -0.0032065480091512202 0.0040040776674717393 0.0091433241117330651 0.0038939467628869438 -0.0019787927520597114 0.0012107523214220785 0.021218584850591152 0.00086959654476854206 leaf_weight=919.2816995048197 244.95338442735374 128.16164011741057 768.27108779922128 252.92110820114613 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0.000468734 internal_weight=0 12046.6 10880.9 1824.31 4372.42 6508.44 4968.79 1165.72 905.026 1539.65 1431.82 3714.32 3816.32 1077.42 2815.91 772.75 658.104 2618.1 101.13 2516.97 107.829 797.75 652.105 165.632 181.55 1152.47 2158.3 355.138 70.6977 1803.16 internal_count=734512 272365 173944 462147 120740 53204 33819 98421 158660 19385 17853 92251 19616 10406 14522 3931 28489 33549 1581 31968 1532 7707 117266 1530 7820 14203 27895 4274 893 23621 is_linear=0 shrinkage=0.01 Tree=555 num_leaves=31 num_cat=0 split_feature=5 6 3 7 6 3 1 3 47 1 6 1 1 3 1 1 24 38 1 1 1 1 3 1 6 3 1 3 3 1 split_gain=47.1718 19.0571 15.3979 15.0857 13.5784 13.3985 17.6296 13.5518 13.9643 12.7342 12.6403 12.404 25.1534 17.2084 11.6481 11.2762 11.2569 10.2046 10.7597 16.6703 18.808 26.9789 14.1478 10.2449 27.5845 27.5657 26.9062 25.0413 24.494 23.3543 threshold=2.5000000000000004 53.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 416.50000000000006 0.9740215924426453 -147.49999999999997 0.99147117657755979 1.0000000180025095e-35 -26.499999999999996 68.500000000000014 -341.49999999999994 -361.49999999999994 0.89751312944084038 -38.499999999999993 -358.49999999999994 1.0000000180025095e-35 1.0000000180025095e-35 -64.499999999999986 -60.499999999999993 -56.499999999999993 -57.499999999999993 0.49441323345817728 -253.49999999999997 1.5000000000000002 0.50117370892018787 -268.49999999999994 0.4817045961624275 0.8185736677115989 -65.499999999999986 decision_type=10 2 2 10 2 2 8 2 2 10 2 8 10 2 10 10 2 2 10 10 10 10 2 10 2 2 10 2 2 10 left_child=1 3 9 14 11 10 -7 8 -8 -3 -4 12 -2 15 16 -14 17 18 23 -20 21 -21 -23 24 25 26 27 -1 -25 -30 right_child=4 2 5 -5 -6 6 7 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 19 20 -22 22 -24 28 -26 -27 -28 -29 29 -31 leaf_value=0.001046554190202906 -0.0042503530463136605 -0.0084985658888659232 -0.0031123835599886664 0.015750606186557634 -0.0086621741787298399 -0.0075916305919454573 0.030565724029963083 0.00080302719984563548 0.006271003239786012 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71.396056644618511 344.66847905749455 714.88449907349423 56.256859824992716 leaf_count=52373 3382 703 16434 212 4199 1146 74 2149 1163 12 132210 120943 306 148 50366 2018 351 1926 12014 6421 40806 928 1918 118680 72460 34596 1203 21090 30484 3797 internal_value=0 0.000199522 -0.000680021 0.000374972 -0.00168282 -0.000567248 0.00236955 0.00359645 0.00737376 -0.00732821 -0.000793158 -0.00155244 0.00202167 0.00642558 0.000365443 0.00315032 0.000476971 0.000468193 0.00044082 0.00108658 0.000633858 -0.00154033 -0.00574883 0.000259753 0.000644291 0.0013075 0.00209959 0.0017984 -0.000110947 0.0014724 internal_weight=0 12349.4 2053.77 10295.6 1492.19 2019.51 144.252 128.434 54.6011 34.2569 1875.26 1464.83 91.0649 53.4999 10289.3 40.1197 9270.63 9264.75 9202.16 2015.19 1615.05 319.231 103.12 7186.96 3527.64 2257.69 1491.35 1419.96 3659.32 771.141 internal_count=734512 603516 153891 449625 130996 153176 4532 3386 1237 715 148644 126797 5854 2472 449413 2324 399047 398696 396770 62087 50073 9267 2846 334683 181722 109262 74666 73463 152961 34281 is_linear=0 shrinkage=0.01 Tree=556 num_leaves=31 num_cat=0 split_feature=6 2 2 3 2 6 6 2 9 3 3 28 3 3 3 6 6 4 3 6 4 2 33 3 6 2 3 6 6 6 split_gain=26.1619 39.5631 26.5852 41.5219 23.0888 16.2262 16.2024 13.8443 12.9245 10.9971 10.5207 10.2262 10.0927 9.60836 16.5864 36.1776 47.7571 15.3438 12.5219 11.1784 10.0275 9.52603 9.4588 9.22767 8.89448 8.84944 8.02841 8.37658 7.80354 22.6192 threshold=1.5000000000000002 0.050179856115107911 0.49882629107981225 0.48492424242424242 0.066767983789260368 1.0000000180025095e-35 303.50000000000006 0.41476388168137007 2411.5000000000005 0.34514106583072107 0.58851017042330966 1.0000000180025095e-35 0.48850422832980972 0.68783602150537648 0.66536458333333337 45.500000000000007 14.500000000000002 1.5000000000000002 0.71480709071949955 17.500000000000004 27.500000000000004 0.41202270381836947 1.0000000180025095e-35 0.66774891774891787 22.500000000000004 0.3322510822510823 0.61338935574229703 51.500000000000007 27.500000000000004 28.500000000000004 decision_type=2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 10 2 2 10 2 2 2 2 2 2 2 2 2 left_child=2 6 7 9 -3 -5 -2 11 -6 -4 -10 21 -7 14 20 16 -16 23 22 25 -12 -1 -15 -17 -22 -18 27 -26 -21 -30 right_child=1 4 3 5 8 12 -8 -9 10 -11 13 -13 -14 18 15 17 19 -19 -20 28 24 -23 -24 -25 26 -27 -28 -29 29 -31 leaf_value=-5.1530501601557399e-05 0.0014916031377760646 -0.0051008057536441912 0.00077537532710194408 0.0012446189372736574 0.065725849119628116 0.026271246552410882 -0.0063759342902898761 -0.0021478550966768876 -0.0010669446792898861 -0.00093123981422095275 0.001859355013610931 0.0026199813628569502 0.0037726097801916614 -0.0027677614919194306 0.00054836689047539394 0.088966966662136548 -0.0011416998802621246 -0.0019134935751898951 -0.0003090197349405984 0.0035449995567454744 -0.0029646889042064129 0.012466786144445147 0.052398493594850437 -0.0086317102752944373 0.0052781541446678387 0.019552443510628258 -0.0014063740461922325 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13.1922 15.3489 19.1132 threshold=42.000000000000007 9.5000000000000018 -371.49999999999994 1.0000000180025095e-35 0.031331806282722509 0.47385509227614492 0.52655075187969935 -364.49999999999994 6.5000000000000009 -39.499999999999993 -65.499999999999986 -26.499999999999996 19.500000000000004 20.500000000000004 1.0000000180025095e-35 -22.499999999999996 1.0000000180025095e-35 1.0000000180025095e-35 -30.499999999999996 -50.499999999999993 0.57919331037875066 -60.499999999999993 0.44405320813771521 1.0000000180025095e-35 -86.499999999999986 28.500000000000004 0.8257418909592823 -83.499999999999986 0.12560679611650488 -82.499999999999986 decision_type=10 8 10 2 2 2 2 10 10 10 8 8 10 8 2 8 2 2 10 10 2 8 2 2 10 8 2 10 2 10 left_child=1 2 -1 4 7 9 11 -3 -4 10 24 12 -7 -9 16 -13 17 25 19 20 -8 -12 -23 -15 -5 -6 27 -27 29 -29 right_child=-2 3 8 5 14 6 18 13 -10 -11 21 15 -14 23 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31 leaf_value=0.0024939668810489788 0.014406803227794612 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9.9540227003162709 5.1279880707152179 25.100268735317513 77.059884193819016 427.19813338411041 867.24369891104288 15.555931550217791 1002.3480370673351 326.43620377453044 3214.1340986669529 580.53500378818717 1.2840160001069296 2149.5460867560469 183.59236736909952 leaf_count=8821 307 9303 31123 20139 148209 419 1460 6171 26423 9818 2771 129 9986 2004 640 15237 1329 279 4562 2010 17942 33705 720 21018 7908 208756 16430 91 116500 10302 internal_value=0 -1.28657e-05 -0.00148663 6.98543e-05 -0.000144685 0.00067027 0.00186111 0.00134088 -0.00220196 -6.59775e-05 0.000252112 0.00303256 0.00204848 0.00182201 -0.000410934 0.00489932 -0.000397887 -0.000386083 0.000288825 0.000553192 -0.000158436 0.0011329 0.000806279 0.00218477 -0.000765234 -0.000377753 -0.000548419 -0.000729953 -0.000157803 0.00260711 internal_weight=0 13827.4 734.865 13092.6 9645.92 3446.65 1316.8 1466.03 622.923 2129.85 1860.48 754.587 494.111 1252.54 8179.89 260.476 8169.58 8159.63 562.217 537.116 460.057 997.167 882.8 1101.57 863.317 8154.5 6129.09 5548.56 2334.42 184.876 internal_count=734512 734205 66367 667838 541032 126806 51745 38496 57546 75061 65243 25771 10405 29193 502536 15366 501896 500567 25974 21412 19402 37196 34425 23022 28047 500288 352079 335649 126893 10393 is_linear=0 shrinkage=0.01 Tree=558 num_leaves=31 num_cat=0 split_feature=5 2 6 4 4 47 6 4 4 5 2 2 6 2 6 2 6 6 2 28 2 2 2 2 6 13 6 5 47 47 split_gain=45.902 20.0424 18.1496 25.3851 19.399 30.8167 25.9536 15.7287 13.0037 11.4263 10.3711 15.3886 10.2876 10.1513 19.5018 13.0752 9.75469 14.286 15.6049 9.58076 8.83936 39.8347 21.303 19.4789 16.9963 16.6723 14.1345 13.3846 16.6027 13.8521 threshold=2.5000000000000004 0.25092592592592594 53.500000000000007 28.500000000000004 26.500000000000004 1.0000000180025095e-35 36.500000000000007 42.000000000000007 14.500000000000002 3.5000000000000004 0.15018796992481201 0.52655075187969935 59.500000000000007 0.010811126694717151 32.500000000000007 0.040202020202020204 59.500000000000007 57.500000000000007 0.66510903426791279 1.0000000180025095e-35 0.49882629107981225 0.51408730158730165 0.40765107212475632 0.8257418909592823 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=10 2 2 10 8 2 2 10 8 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 left_child=2 -2 4 8 5 -1 13 20 -4 -3 -8 -12 -10 14 -7 -15 17 -11 -19 -14 22 24 -6 -23 26 -24 -22 29 -29 -25 right_child=1 9 3 -5 7 6 10 -9 12 16 11 -13 19 15 -16 -17 -18 18 -20 -21 21 23 25 27 -26 -27 -28 28 -30 -31 leaf_value=0.0015485633372316141 -0.00027042661151545236 -0.0012148240707851217 -0.0016511726379550499 -0.0014306878654223349 0.00050263111927111113 -0.0035964956054260278 -0.0005010366653163548 0.014921702309540817 -0.0044981297209789953 -0.003079873331977216 0.0091513891190297247 -0.0039536367437470752 0.0023104361416195329 0.0030031631934625208 0.058104172686561685 -0.0015808086208000099 -0.0065254874857663481 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250 103 2561 11196 77193 24864 11710 6845 76 22823 1241 1922 9252 internal_value=0 -0.00166113 0.000196832 -0.000661956 0.000368044 -0.000565477 -0.00136196 0.000569954 0.00094743 -0.0026282 0.00383211 0.00650011 0.0017019 -0.00173785 -0.00347663 -0.00126689 -0.00354793 -0.0029327 0.0190626 0.00202471 0.000557002 0.000937013 0.000281861 0.000209336 0.00247886 -0.00168593 0.00296629 0.00150033 0.00489924 0.00100014 internal_weight=0 1490.24 12343.8 2051.84 10291.9 1830.18 1329.34 8461.75 663.262 879 89.7092 55.5228 514.022 1239.63 264.2 975.432 532.493 441.308 2.93329 488.584 8454.12 3550.44 4903.68 2412.06 1138.38 494.658 982.095 787.27 100.995 686.275 internal_count=734512 130996 603516 153891 449625 121193 88646 328432 51498 83644 5676 3042 36863 82970 16791 66179 49754 30764 353 35296 328168 142182 185986 101318 40864 24940 34019 24125 3163 20962 is_linear=0 shrinkage=0.01 Tree=559 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 10 10 1 1 10 10 10 1 1 10 11 2 11 10 2 1 10 18 1 5 10 5 1 1 10 split_gain=1102.16 806.444 78.8245 74.0683 69.8887 42.0387 38.8826 29.4742 43.9025 48.9108 28.6743 25.9634 48.839 96.9669 29.8465 24.9225 23.5077 22.972 22.1019 21.8205 32.2567 21.3144 21.0698 27.2255 20.6494 26.4712 19.3359 19.2467 18.7958 18.4493 threshold=3.4519272958277731e-05 0.99991196393966686 0.6303343176841737 -390.49999999999994 8.9378974621467943e-07 3.6650000000000005 3.2350000000000008 -124.49999999999999 -126.49999999999999 7.705000000000001 3.5650000000000004 6.0450000000000008 -59.499999999999993 -53.499999999999993 6.1950000000000012 0.99188911914825451 0.66510903426791279 0.99998801946640026 6.0750000000000011 0.57919331037875066 -61.499999999999993 2.5250000000000004 1.0000000180025095e-35 -57.499999999999993 5.5000000000000009 5.955000000000001 1.5000000000000002 -192.49999999999997 -191.49999999999997 5.035000000000001 decision_type=2 2 2 10 2 10 10 10 10 8 10 10 10 10 10 2 2 2 10 2 10 10 2 8 10 10 10 8 8 10 left_child=4 2 3 6 -1 -5 -2 8 9 27 16 15 14 -14 -13 21 -10 -3 -6 -16 -21 -9 -20 -24 -8 -26 -7 29 -29 -4 right_child=1 17 7 5 18 26 24 11 10 -11 -12 12 13 -15 19 -17 -18 -19 22 20 -22 -23 23 -25 25 -27 -28 28 -30 -31 leaf_value=-0.0092369841216249048 -0.00074158022510797798 0.0057632670963444358 -0.0012878707845264802 -0.00091708735411826685 -0.0059191457512316357 0.0011892718509443519 -0.0045142001732822578 -0.0016479858125602793 -0.015870195095131674 0.0052143240635711208 -0.00031323514575924585 0.0094696655082545222 -0.018894985578050083 0.0011493659978086656 0.0029701057094240948 0.0062127974353435155 -0.055648110985778286 0.0096469051935103665 -0.00225347590093134 -0.012955529578136683 0.0095057230454179253 0.0031516115458702105 0.012952713834722072 0.12648343587494848 -0.0041440590503271681 0.022288590383606307 -0.00028559165161328603 -0.020881905402935618 -0.00065887213907807622 0.0030692594887589135 leaf_weight=909.16111924080178 640.9139055153355 180.55385251622647 139.0565226264298 2368.8652437846176 779.68900228640996 2961.8981183606666 621.58799483207986 104.88006855174899 3.2499013841152173 217.83909445255995 4.3478091582655907 53.804444070905447 35.282987028360367 76.381979355588555 95.201149372383952 240.73460898175836 2.7368084825575352 973.56288774032146 113.73141592892352 22.675945010036234 8.9043653327971679 785.51129230111837 5.6242424906231463 0.21946905646473069 8.8424700170289707 6.6290531684644511 1270.0937652585562 4.6202334389090538 872.08534710388631 322.70594486966729 leaf_count=303487 5160 7820 944 31210 136930 47676 28322 1220 40 6064 26 1309 158 753 849 4292 22 90601 21071 257 240 5201 642 17 426 45 28904 31 8523 2272 internal_value=0 0.00109151 0.000247569 -0.000277051 -0.00728185 0.000149574 -0.00248061 0.00162997 0.0006836 0.000820014 -0.0198593 0.00267158 1.45438e-05 -0.00518409 0.00322911 0.00335809 -0.0340546 0.00903934 -0.0053052 0.000580692 -0.00662237 0.00258626 -0.00130196 0.0172165 -0.00423016 0.00718149 0.00074664 0.000104828 -0.000765447 0.00175714 internal_weight=0 12023 10868.8 7878.83 1808.43 6600.86 1277.97 2990.02 1566.64 1556.31 10.3345 1423.38 292.251 111.665 180.586 1131.13 5.98671 1154.12 899.264 126.781 31.5803 890.391 119.575 5.84371 637.06 15.4715 4231.99 1338.47 876.706 461.762 internal_count=734512 272365 173944 141743 462147 107790 33953 32201 17922 17834 88 14279 3566 911 2655 10713 62 98421 158660 1346 497 6421 21730 659 28793 471 76580 11770 8554 3216 is_linear=0 shrinkage=0.01 Tree=560 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 10 11 11 10 18 10 10 2 0 10 4 2 10 0 2 10 4 4 10 2 10 10 11 10 split_gain=1087.3 798.361 77.7947 70.0138 39.4757 26.7363 26.2871 23.1522 23.0783 21.9299 20.3691 18.0805 15.6415 14.6953 13.3054 19.2175 15.6834 12.8582 12.6533 12.2445 14.5716 26.1402 12.2586 10.7291 10.5171 9.70012 11.415 24.9554 18.8754 11.5986 threshold=3.4519272958277731e-05 0.99991196393966686 0.044676627963781308 8.9378974621467943e-07 0.96394401788711548 8.8450000000000006 5.2250000000000005 0.00057753553846845017 0.99998801946640026 6.0750000000000011 1.0000000180025095e-35 3.9350000000000005 2.9550000000000005 0.72245564892623726 1.0000000180025095e-35 7.4250000000000007 28.500000000000004 0.85215543412264727 7.5550000000000006 1.0000000180025095e-35 0.61925832279814597 8.3400000000000016 11.500000000000002 42.000000000000007 6.1550000000000011 0.67455869991594286 6.3350000000000009 6.9050000000000011 0.010294413659721552 5.535000000000001 decision_type=2 2 2 2 2 8 10 2 2 10 2 10 10 2 2 10 10 2 10 2 2 8 10 8 10 2 8 10 2 10 left_child=3 2 6 -1 11 -6 7 17 12 -5 -11 -4 -3 19 -13 16 -16 -2 24 20 -8 22 -22 -9 -12 26 29 28 -28 -24 right_child=1 8 4 9 5 -7 13 23 -10 10 18 14 -14 -15 15 -17 -18 -19 -20 -21 21 -23 25 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0092292273723009275 -0.0030356170444590458 0.0090951610563347312 -0.00018580693562156279 -0.0058943166776650006 0.0019679128832131381 0.0065258667817866866 0.0010236384520027389 -0.00077568033210694801 0.0096403888832939395 -0.0022359206828605448 0.073905651896337382 0.0013642088438090641 0.0031433603134379592 -0.0029294741913842609 -0.0036498193668159486 0.0091827975603425392 0.00024866199762019583 0.0022778693580375224 0.04472575181995192 -0.0016731696152623042 -0.0070149557405904343 0.034970843755723985 0.012849767042320728 0.024337733063478206 0.0056674975832125239 3.0750818745650558e-06 0.060739393039946028 -0.010619448990054989 0.011119501618099204 0.00024421019501785329 leaf_weight=900.86754133936483 754.68446736363694 78.239193569403142 2070.3000935632735 775.16634009056725 1228.3739941436797 143.75578602962196 790.86976096685976 2445.0958603480831 964.52403566427529 113.47939812752884 0.23798452038317819 2415.1284859925508 101.35771098453552 110.23165875300765 130.92188385687768 20.855634763836861 487.21951930224895 48.467875418253243 1.2714050374925134 154.53685002820566 7.836764271836727 2.9828645642846814 16.207374482648451 1.7023742222227145 4.433574884198606 15.959189672721548 1.8230110555887216 1.4209708208218215 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Tree=561 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 10 6 11 11 10 10 6 3 3 10 18 6 3 5 3 10 6 11 6 10 6 2 3 2 split_gain=1072.6 790.368 76.313 70.135 42.0051 29.2507 26.4824 25.5391 23.1769 22.6172 22.6125 21.7578 20.9605 32.7469 36.5409 20.15 19.7047 23.9336 19.634 25.7317 32.3742 19.1822 18.9527 17.4687 17.1735 15.6003 19.3241 15.0126 13.5248 32.5765 threshold=3.4519272958277731e-05 0.99991196393966686 0.023589946329593603 8.9378974621467943e-07 0.96394401788711548 5.2350000000000012 8.8450000000000006 14.500000000000002 0.99998801946640026 0.00077296534436750014 5.995000000000001 6.0750000000000011 17.500000000000004 0.66536458333333337 0.68783602150537648 8.2000000000000011 1.0000000180025095e-35 4.5000000000000009 0.64308462238398556 1.5000000000000002 0.63427747180697625 3.3950000000000005 122.50000000000001 0.010294413659721552 4.5000000000000009 2.9550000000000005 432.50000000000006 0.25092592592592594 0.62542517006802734 0.40056497175141254 decision_type=2 2 2 2 2 8 8 2 2 2 10 10 2 2 2 10 2 2 2 10 2 10 2 2 2 10 2 2 2 2 left_child=3 2 5 -1 21 9 -6 15 25 -2 12 -5 13 -9 -15 -7 -13 -18 19 20 23 22 -4 28 -11 -3 -27 -16 29 -12 right_child=1 8 4 11 6 7 -8 10 -10 24 18 16 -14 14 27 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0092214119423326794 -0.0030537883188060601 0.0090829722254161371 -0.00062275616299105351 -0.0058694512357161934 0.0019507454739833218 -0.00045843413331125892 0.006499436714567295 -0.0033555549757781616 0.009633844379473646 -0.00010817282992578343 0.045270461986318358 -0.0022184638643383686 -0.00062844725324271485 0.039337642389663245 0.016664884796293359 -0.0070300772597434091 -0.010117113953501374 0.031308837901987963 0.0024185301939458575 0.0032243792151720025 0.073080566176517023 0.00087807361793749332 0.003442566779805244 -0.00081509665587305808 -0.0023055818958754434 0.0038824708780745066 -0.021980127967573811 -0.011615093598087012 -0.010852570795085868 0.013948932974003639 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8.9378974621467943e-07 5.4450000000000012 0.0006686623964924001 0.98303884267807018 0.99998801946640026 8.615000000000002 3.3950000000000005 6.0750000000000011 0.22257107971393683 3.5000000000000004 2.9550000000000005 42.000000000000007 1.0000000180025095e-35 0.84240094618568906 1.0000000180025095e-35 0.86391694725028068 13.500000000000002 5.5000000000000009 2.5000000000000004 0.94469928644240586 0.49441323345817728 0.42124060150375936 6.6150000000000011 6.8650000000000011 6.5000000000000009 5.535000000000001 0.33489096573208726 decision_type=2 2 2 2 10 2 2 2 8 10 10 2 10 10 8 2 2 2 2 10 10 10 2 2 2 10 8 8 10 2 left_child=3 2 4 -1 5 16 9 13 12 -4 -5 -6 -8 -3 15 -7 -2 18 19 20 -13 22 -20 -19 25 27 -27 28 -21 -28 right_child=1 7 6 10 11 14 8 -9 -10 -11 -12 17 -14 -15 -16 -17 -18 23 21 24 -22 -23 -24 -25 -26 26 29 -29 -30 -31 leaf_value=-0.0092135373680536422 -0.0029464788878056248 0.0090707274030749959 -0.00044991591442542194 -0.0058445504770550582 -0.0016903494780627362 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18894 21190 158660 22408 13296 7820 53010 52995 58442 19627 18293 12764 1658 5529 4768 1334 11106 2095 245 1850 1832 167 is_linear=0 shrinkage=0.01 Tree=563 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 11 11 1 2 2 4 4 4 4 11 11 2 2 1 4 11 1 1 2 1 1 2 1 11 split_gain=1043.75 774.592 74.0004 71.7781 70.3678 42.1689 28.9247 23.3656 21.9349 18.4816 15.3027 14.4824 13.3487 12.4838 25.0159 12.1361 10.8188 10.1629 10.1515 9.64344 9.51961 9.36294 9.14184 9.6055 11.289 14.3468 14.6048 8.86279 8.83676 8.8301 threshold=3.4519272958277731e-05 0.99991196393966686 -390.49999999999994 0.85901859402656566 8.9378974621467943e-07 0.013544866815209352 0.0017540019471198002 0.99998801946640026 -348.49999999999994 0.88478556841388711 0.75110619469026563 23.500000000000004 42.000000000000007 9.5000000000000018 6.5000000000000009 0.98303884267807018 0.99188911914825451 0.49184758529020828 0.555815160955348 -351.49999999999994 19.500000000000004 6.1522598571173157e-06 -19.499999999999996 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20.4059 16.5163 16.1794 15.6034 14.8594 15.0662 14.6742 26.2867 13.3138 22.8709 22.3733 12.7324 12.6454 12.23 19.5694 25.7077 14.6164 threshold=3.4519272958277731e-05 0.99991196393966686 0.089183576405048315 8.9378974621467943e-07 5.2250000000000005 0.98303884267807018 0.00057753553846845017 0.99998801946640026 8.615000000000002 1.0000000180025095e-35 6.0750000000000011 1.0000000180025095e-35 1.0000000180025095e-35 6.1150000000000011 3.6650000000000005 3.4550000000000005 2.9550000000000005 1.0000000180025095e-35 1.0000000180025095e-35 6.4350000000000014 5.8750000000000009 0.85791925465838526 0.84660633484162906 5.3550000000000013 0.85215543412264727 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.32444286391654814 0.063380397856235463 decision_type=2 2 2 2 10 2 2 2 8 2 10 2 2 10 10 10 10 2 2 10 10 2 2 8 2 10 2 2 2 2 left_child=3 2 4 -1 6 15 24 16 12 21 -5 -12 14 -14 -7 -4 -3 18 -8 20 -16 22 26 -24 -2 -20 27 29 -29 -6 right_child=1 7 5 10 9 8 17 -9 -10 -11 11 -13 13 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112.30066598427948 6.0997693384997538 333.65041767992079 198.91947087086737 212.3355757817626 3155.7037425022572 99.985012948513031 130.44515321590006 189.41661451850086 38.094968169927597 9.7563173323869687 80.613369744736701 0.81811187975108501 1.1650659344159067 48.268186800181866 2080.8280775593594 997.26416419213638 23.337297811871395 30.891305530443788 14.057928964495657 leaf_count=303487 47204 4979 10108 136930 8579 3826 12915 90601 5598 30 21071 659 4478 3134 1400 18859 2841 1937 2720 405 53 1165 30 51 1870 25406 22736 544 701 195 internal_value=0 0.00104468 0.000235973 -0.00717877 -0.00063376 0.00100584 -0.00111398 0.00898014 0.00259283 0.000775996 -0.00517798 -0.00121479 0.00206736 0.0032453 0.000576535 0.000639871 0.00562968 -0.000707783 -0.000857755 -0.000980025 -0.00196359 0.000733967 0.000995766 0.0349274 -0.00264546 -0.000485069 0.00094014 -0.00123822 0.00394602 -0.00301487 internal_weight=0 11948.3 10843.2 1744.85 5091.4 5751.82 3797.73 1105.04 1077.86 1293.67 876.341 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num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 47 11 11 28 4 5 47 47 2 2 11 5 2 2 28 47 4 28 4 2 5 2 4 2 2 split_gain=1015.06 761.576 73.9748 64.9019 39.2987 25.4693 23.5628 16.8719 16.799 15.4243 12.1003 13.5663 12.0135 11.4015 11.2025 10.3389 10.0198 22.1947 13.5878 12.1815 10.3078 15.8352 17.1169 11.052 20.8355 9.98264 13.7937 13.8432 9.53851 10.5222 threshold=2.8912609195685949e-05 0.99991196393966686 0.023589946329593603 8.9378974621467943e-07 0.96394401788711548 1.0000000180025095e-35 0.99998801946640026 0.0021208993857726004 1.0000000180025095e-35 42.000000000000007 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.44487847222222227 0.34387500000000004 0.99641901254653942 3.5000000000000004 0.25092592592592594 0.22259759759759759 1.0000000180025095e-35 1.0000000180025095e-35 25.500000000000004 1.0000000180025095e-35 20.500000000000004 0.89619252873563238 1.5000000000000002 0.8257418909592823 25.500000000000004 0.68208556149732635 0.6802061855670104 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0.99991196393966686 0.023589946329593603 8.9378974621467943e-07 -39.499999999999993 -8.4999999999999982 6.4350000000000014 0.92614999413490307 2.5250000000000004 4.9450000000000012 0.54186137071651097 -89.499999999999986 -22.499999999999996 0.99998801946640026 3.7250000000000005 193.50000000000003 6.0750000000000011 5.0550000000000006 -21.499999999999996 3.5000000000000004 1.0000000180025095e-35 0.00057753553846845017 5.535000000000001 5.4450000000000012 1.5000000000000002 1.5000000000000002 -125.49999999999999 -278.49999999999994 -137.49999999999997 -8.4999999999999982 decision_type=2 2 2 2 8 8 8 2 10 10 2 10 10 2 8 2 10 10 8 8 2 2 10 10 10 2 10 8 10 10 left_child=3 2 4 -1 14 7 9 8 10 15 11 26 -6 -3 -2 -7 -5 -14 -19 20 21 22 -20 29 -16 -12 -4 -18 -29 -11 right_child=1 13 5 16 12 6 -8 -9 -10 23 25 -13 17 -15 24 -17 27 18 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.009181095389667597 -0.001784752073159455 0.0055759073357833575 -0.0046747598628942557 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456704 120917 58470 21006 37464 23261 15172 2666 1621 38119 98421 82798 11531 153217 2696 1198 1164 1147 136 72 3641 63686 1045 326 21252 19626 2858 is_linear=0 shrinkage=0.01 Tree=568 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 47 11 6 3 11 6 6 28 47 28 3 6 7 47 6 3 3 6 3 3 4 3 4 3 6 split_gain=987.886 746.159 71.1917 65.1188 39.4976 26.5255 23.7665 15.2975 15.5274 13.7163 12.8265 12.7813 21.5347 13.5935 12.6374 16.3934 15.6303 12.1754 11.9957 11.7708 14.3009 10.8336 23.2685 10.5038 9.97641 14.0233 13.2652 25.8894 21.4415 20.0574 threshold=2.8912609195685949e-05 0.99991196393966686 0.017575767822563603 8.9378974621467943e-07 0.96394401788711548 1.0000000180025095e-35 0.99998801946640026 432.50000000000006 0.65733855185909984 0.0021208993857726004 135.50000000000003 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.67879188712522065 26.500000000000004 83.500000000000014 1.0000000180025095e-35 193.50000000000003 0.96992311171415657 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25.2454 16.8054 15.4722 23.1428 14.9816 21.9106 14.9394 14.4634 13.7472 13.6822 13.5406 26.2 14.2662 14.4328 13.0952 14.4179 12.9957 threshold=2.8912609195685949e-05 0.99991196393966686 -8.4999999999999982 0.85901859402656566 8.9378974621467943e-07 0.013544866815209352 0.0017540019471198002 0.99998801946640026 -348.49999999999994 0.88478556841388711 193.50000000000003 158.50000000000003 -88.499999999999986 0.38307814674885665 1.0000000180025095e-35 2.5000000000000004 28.500000000000004 432.50000000000006 -66.499999999999986 0.52217305801376612 4.5000000000000009 0.99188911914825451 0.9982588291168214 1.0000000180025095e-35 -255.49999999999997 -268.49999999999994 0.27608892921960076 0.11152570480928686 -35.499999999999993 0.51408730158730165 decision_type=2 2 8 2 2 2 2 2 10 2 2 2 10 2 2 10 2 2 8 2 10 2 2 2 10 10 2 2 8 2 left_child=4 2 3 6 -1 -4 -2 17 -6 10 14 15 13 -13 22 21 -17 -3 -19 -16 23 -5 -7 24 25 -8 -27 28 -22 -25 right_child=1 7 5 11 8 9 20 -9 -10 -11 -12 12 -14 -15 19 16 -18 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18.822696901857853 62.62054331228137 27.580732613801956 422.1583482241258 152.32892747968435 42.375887101516128 2.0840052999556065 1.9162450386211265 37.784947189502418 42.786035658791661 423.45196200627834 100.99096148926765 2650.5063937101513 1845.1704419776797 15.014948997646568 39.072589591145515 61.861207824200392 6.8837235532701007 873.55504862312227 leaf_count=303487 71343 7766 26073 5756 39960 10968 1961 90601 113257 1638 1006 94 455 150 5785 1464 529 18 36 458 256 7635 2589 20924 11872 92 230 550 52 7507 internal_value=0 0.000993084 0.000213401 0.000614509 -0.00720498 -0.00140436 0.000227108 0.00893134 -0.00518862 -0.000705893 -0.000993206 0.0026179 -0.00133973 -0.00696956 -0.00124878 0.00294933 0.000349711 0.00552234 -0.0136039 0.000346028 0.000541362 0.00340651 -0.00194503 0.000611002 -6.94727e-06 0.00253272 0.00724569 -0.00302511 0.00079893 0.000994631 internal_weight=0 11933 10865.8 8706.97 1650.61 2158.81 7296.1 1067.22 813.543 1709.36 1592.9 1410.87 109.024 46.4034 1513.47 1301.85 194.705 172.174 4.00025 459.943 5823.36 1107.14 1053.53 5711.83 2187.77 342.597 54.0875 111.531 49.6698 3524.06 internal_count=734512 277808 179387 130870 456704 48517 114787 98421 153217 22444 20806 16083 699 244 19800 15384 1993 7820 54 6243 43444 13391 13557 42586 14155 2283 322 858 308 28431 is_linear=0 shrinkage=0.01 Tree=570 num_leaves=31 num_cat=0 split_feature=11 11 11 11 10 11 11 11 10 10 18 6 10 6 10 10 6 3 11 10 10 6 3 6 3 3 3 6 6 10 split_gain=961.369 731.043 68.7552 65.3234 33.578 30.0466 29.363 23.947 22.618 21.356 21.0622 23.4272 20.5321 18.1668 20.6746 15.8827 18.7341 29.6549 15.8748 15.6012 19.5323 31.2714 14.5261 15.0501 17.0798 12.917 12.8545 12.812 12.7953 16.551 threshold=2.8912609195685949e-05 0.99991196393966686 0.12629276514053342 8.9378974621467943e-07 5.4750000000000005 0.0006686623964924001 0.98303884267807018 0.99998801946640026 8.615000000000002 6.0750000000000011 1.0000000180025095e-35 4.5000000000000009 3.4550000000000005 32.500000000000007 5.7650000000000006 2.9550000000000005 309.50000000000006 0.65733855185909984 2.269744709337829e-05 9.0500000000000025 6.1150000000000011 9.5000000000000018 0.091229193341869366 66.500000000000014 0.88251725271114034 0.84240094618568906 0.15430402930402928 410.50000000000006 369.50000000000006 4.4250000000000007 decision_type=2 2 2 2 10 2 2 2 8 10 2 2 10 2 10 10 2 2 2 10 10 2 2 2 2 2 2 2 2 10 left_child=3 2 4 -1 5 25 12 15 28 -5 -11 -12 -4 14 -6 -3 -17 -18 26 20 -14 -22 -23 24 -24 -2 -13 -15 -8 -30 right_child=1 7 6 9 13 -7 8 -9 -10 10 11 18 19 27 -16 16 17 -19 -20 -21 21 22 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0091563696946665562 -0.0029068206676790159 0.0090069834266149479 -0.00036074715660906309 -0.0058117714435118638 0.0027817501672584054 -0.00050926872077990527 0.0021657154161592641 0.0095803202815392032 0.006546979199205054 -0.002113736908965453 -0.010108465172751992 0.073487597724849807 0.0013240645594114005 0.0037356469829645991 -0.00096373515558478471 0.0038913378482508211 0.0020454979286475064 -0.047961152830584428 0.092679537504573625 0.0054345405525356742 -0.0038994299282695834 -0.0084073474740815543 0.0068726068863018807 -0.0012282702952709531 -0.0039346278549768207 0.00071594969892156983 0.017352913451938894 -0.00461202258605619 0.006721103832096083 -0.011121699206903838 leaf_weight=829.48110434378032 860.9017171675805 73.529933396726847 1368.1873221918941 698.09322638507001 214.82675951952115 3565.440702535212 921.60229169484228 886.764132484328 122.46113298553973 105.5258792716777 2.0086035053245714 0.4743738956749447 2453.6846842421219 275.8252960240934 469.36070220638067 92.558787127025425 3.353923548012971 1.8345381394028661 0.38882137462496746 81.637303128838539 194.86084486916661 12.682020559906958 85.683128371834755 61.240424200892448 17.633024498820305 111.1225953605026 2.9127206618431956 19.699054269585758 7.7244517635554102 15.899489127099512 leaf_count=303487 57114 4979 9392 131965 4906 49037 13134 90601 5598 20613 227 14 14603 7383 8540 2779 46 16 24 406 1099 78 445 303 87 6399 374 701 75 87 internal_value=0 0.000984385 0.000211371 -0.00718422 -0.000571652 -0.000934155 0.00101987 0.00891914 0.00250332 -0.00516315 -0.00109529 0.017484 0.000649434 0.00110725 0.000212303 0.00549597 0.00285483 -0.0156359 0.0321619 0.00112481 0.0010003 -0.00113465 0.00190503 0.00269978 0.00502813 -0.00249266 0.0252148 0.00317921 0.00197944 -0.00528754 internal_weight=0 11918.5 10860.5 1638.88 5517.18 4537.47 5343.3 1058.04 1067.69 809.404 111.31 5.78452 4275.61 979.712 684.187 171.277 97.7472 5.18846 3.77592 2907.42 2825.78 372.099 177.239 164.557 103.316 972.024 3.38709 295.524 945.226 23.6239 internal_count=734512 277808 179387 456704 134080 112550 45307 98421 18894 153217 21252 639 26413 21530 13446 7820 2841 62 412 17021 16615 2012 913 835 532 63513 388 8084 13296 162 is_linear=0 shrinkage=0.01 Tree=571 num_leaves=31 num_cat=0 split_feature=11 11 1 10 11 11 10 10 4 2 11 11 11 4 10 18 1 10 1 1 10 4 2 1 1 11 11 1 1 10 split_gain=948.362 723.597 69.2985 76.9694 65.6598 65.4178 46.0196 42.6226 25.8188 29.1587 24.0275 23.926 23.0167 21.2026 21.1789 20.3546 21.2473 17.2821 46.9081 81.8318 32.4952 24.7166 19.5075 18.2281 20.1106 17.0308 16.9855 16.3711 16.3275 15.826 threshold=2.8912609195685949e-05 0.99991196393966686 -8.4999999999999982 7.0550000000000006 0.85901859402656566 8.9378974621467943e-07 3.9950000000000006 3.6650000000000005 19.500000000000004 0.72771403353927633 0.99998801946640026 0.007890905253589103 0.98303884267807018 23.500000000000004 6.0750000000000011 1.0000000180025095e-35 -57.499999999999993 6.1150000000000011 -59.499999999999993 -53.499999999999993 6.1550000000000011 28.500000000000004 0.6288018433179724 -371.49999999999994 -297.49999999999994 0.96394401788711548 2.269744709337829e-05 -49.499999999999993 -73.499999999999986 2.9550000000000005 decision_type=2 2 8 8 2 2 10 10 8 2 2 2 2 10 10 2 8 10 10 10 10 10 2 10 8 2 2 10 10 10 left_child=5 2 4 6 7 -1 12 28 9 -9 29 -8 13 -4 -7 -16 26 -6 20 -20 -19 22 -22 -24 -25 -5 -17 -21 -2 -3 right_child=1 10 3 25 17 14 11 8 -10 -11 -12 -13 -14 -15 15 16 -18 18 19 27 21 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0091480028776542554 -0.0018098821154341571 0.0089943739285271961 0.0046312894583521195 0.0021117803837685831 0.0032728744718955914 -0.0057868242524417588 -0.0072565407613953024 -0.00040747616116906446 0.0010877830606140526 -0.008035415307234027 0.0095734964719086796 -0.0030459786803637835 0.0025865569457729403 -0.0018005177477037372 -0.0020969847414575161 0.0074321583632274172 0.10557694150008817 0.0099665894368831214 -0.018706935327267842 0.0092036430455766718 0.0062021516274002667 -0.0022183876390637499 0.011235105144515558 -0.038059535477616611 -0.0045467576159694883 0.0078821581631194904 0.067795621221978714 -0.0020301848498067506 -0.00017258258725950303 0.0028343979881994465 leaf_weight=821.97497584286612 1003.4214030671865 72.899846286978573 54.412876699119806 210.76255135377869 1015.76368976105 694.11171513283625 174.33083723136224 622.33631372707896 4063.7148603314999 54.502106667030603 878.56333497399464 597.50274630449712 168.58342936914414 882.70417174883187 105.30631006986368 5.1092039248906076 0.25899490201845665 51.70956920273602 30.815261356532574 17.9884412009269 103.08348089829087 111.85875136964023 6.7521923184394863 1.9675414487719536 19.91404535621405 67.537821103818715 0.51295483484864224 46.521779403090477 1549.7329070321284 97.474533285945654 leaf_count=303487 13184 4979 575 2806 11436 131965 18909 11257 69343 912 90601 9120 3871 9289 20613 590 17 1296 139 235 961 1160 78 13 300 3947 32 465 20091 2841 internal_value=0 0.000975696 0.000209344 -0.00139568 0.000607062 -0.00716343 -0.00212315 0.000225588 0.000786597 -0.00102171 0.008907 -0.003997 -0.000815114 -0.00142706 -0.00513776 -0.00108585 0.0170192 0.00258545 0.000797845 -0.00530129 0.0027668 0.00123833 0.00417389 -0.003128 -0.00756015 0.00351213 0.0129396 0.00110233 -0.000816062 0.00547013 internal_weight=0 11904.9 10855.9 2155.83 8700.08 1627.27 1877.53 7293.71 4740.55 676.838 1048.94 771.834 1105.7 937.117 805.299 111.187 5.88115 1406.37 390.611 95.3255 295.286 243.576 131.717 28.6338 21.8816 278.3 5.62216 64.5102 2553.15 170.374 internal_count=734512 277808 179387 48517 130870 456704 41764 114787 81512 12169 98421 28029 13735 9864 153217 21252 639 16083 4647 839 3808 2512 1352 391 313 6753 622 700 33275 7820 is_linear=0 shrinkage=0.01 Tree=572 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 10 11 6 10 11 10 18 6 6 10 6 10 10 10 6 10 11 11 10 5 5 6 10 6 split_gain=935.526 716.184 67.0452 65.5097 37.0801 27.711 25.4462 24.119 22.55 21.0032 20.7695 19.6763 19.6726 21.6235 18.9823 18.7341 18.2815 18.2109 15.8841 15.7743 18.2967 15.6065 20.4884 13.019 12.6513 15.2202 12.4465 22.1667 11.5073 11.1626 threshold=2.8912609195685949e-05 0.99991196393966686 0.017575767822563603 8.9378974621467943e-07 0.96394401788711548 5.2350000000000012 8.8450000000000006 0.99998801946640026 14.500000000000002 6.0750000000000011 0.00077296534436750014 5.995000000000001 1.0000000180025095e-35 4.5000000000000009 4.5000000000000009 8.2000000000000011 17.500000000000004 2.5250000000000004 5.245000000000001 2.9550000000000005 309.50000000000006 6.0250000000000012 0.00011706749501165001 1.8054644897347313e-05 2.6150000000000007 1.5000000000000002 3.5000000000000004 1.5000000000000002 7.705000000000001 113.50000000000001 decision_type=2 2 2 2 2 8 8 2 2 10 2 10 2 2 2 10 2 10 8 10 2 10 2 2 10 10 10 2 10 2 left_child=3 2 5 -1 17 10 26 19 15 -5 -2 16 -11 -14 -12 18 -10 29 -7 -3 -21 22 -13 -15 25 -19 28 -28 -6 -4 right_child=1 7 4 9 6 8 -8 -9 11 12 14 21 13 23 -16 -17 -18 24 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0091395728763471323 -0.0029763849522330085 0.008981704078893633 -0.0011606655513778776 -0.0057618449484395521 0.0018995748661260418 0.012912422410682864 0.0063271887119937488 0.0095666393100808222 0.0084911012676734468 -0.0020803310000287092 7.9559015343959009e-06 0.084049639507205787 -0.010109171302517393 0.019830688349765903 -0.0024445669688334566 -0.0068744254840855494 -0.00060154172695985508 0.0054340645620414496 -0.00058774231592792676 0.0038477485222019542 -0.015378325870509413 0.0038536675021885666 0.014197531318422805 0.062027463934330139 0.00057153786532649004 -0.0062577407971215826 0.0033922794956881591 -0.005775549276999096 0.007267162658442029 0.0040114817478406383 leaf_weight=814.54305408743676 759.74266317673028 72.275783134158701 846.35055897198617 690.16950134036597 1060.9576106397435 8.8066562779713404 137.49388469383121 870.44183824164793 24.116695679258555 105.08892582345288 844.14158526016399 0.53067549783736412 2.0148606155998996 2.9979185138363396 504.0216788710095 47.917912631761283 266.03973683202639 94.111968122422695 840.32073009270243 91.994383038952947 5.2313185259699813 211.81015204591677 2.0116249937564135 0.96702512213960279 4997.9391634995118 12.628123644739388 49.554205065593123 56.379856545478106 41.502915414050221 43.891408238559961 leaf_count=303487 53807 4979 5850 131965 13762 356 6060 90601 578 20613 14118 38 227 361 13175 1612 11384 581 17375 2779 62 5780 64 51 32858 67 513 674 499 236 internal_value=0 0.000967166 0.000207361 -0.00714254 0.000750877 -0.000929521 0.00225086 0.00889461 0.000160227 -0.00511234 -0.0016541 0.00185161 -0.00107641 0.0165665 -0.000908939 -0.000791025 0.000154204 0.000414124 -0.000447726 0.0054435 0.00281327 0.00414928 0.0287783 0.0301222 0.000644291 0.00405084 0.00178704 -0.00148699 0.00210164 -0.000905664 internal_weight=0 11890.2 10850.3 1615.78 7340.81 3509.46 1345.89 1039.94 1401.55 801.238 2107.91 504.509 111.069 5.9798 1348.16 897.045 290.156 5994.92 849.127 169.501 97.2257 214.352 2.5423 3.96494 5104.68 106.74 1208.39 105.934 1102.46 890.242 internal_count=734512 277808 179387 456704 61100 118287 21508 98421 37187 153217 81100 17844 21252 639 27293 19343 11962 39592 17731 7820 2841 5882 102 412 33506 648 15448 1187 14261 6086 is_linear=0 shrinkage=0.01 Tree=573 num_leaves=31 num_cat=0 split_feature=10 1 1 10 10 6 10 6 10 10 6 3 1 6 6 1 1 6 3 1 1 1 3 10 10 1 10 1 1 6 split_gain=79.505 72.8557 44.1528 91.9207 35.2936 30.3636 29.0986 25.2125 25.0289 40.7579 25.02 25.1083 26.3207 21.7966 31.5988 18.5532 22.795 17.6659 17.2841 16.8129 16.1472 15.6607 17.7719 17.745 15.5987 24.7063 23.8122 21.5481 19.8564 23.0828 threshold=2.6550000000000007 -361.49999999999994 -8.4999999999999982 3.9350000000000005 2.6550000000000007 107.50000000000001 2.5250000000000004 150.50000000000003 4.995000000000001 5.4450000000000012 181.50000000000003 0.86391694725028068 -64.499999999999986 18.500000000000004 1931.5000000000002 -59.499999999999993 -66.499999999999986 1.5000000000000002 0.22257107971393683 -44.499999999999993 -7.4999999999999991 -79.499999999999986 0.59585213840533002 7.5550000000000006 5.2550000000000008 -287.49999999999994 5.3150000000000004 -291.49999999999994 -89.499999999999986 6.5000000000000009 decision_type=10 10 8 10 8 2 10 2 10 10 2 2 10 2 2 10 10 2 2 10 10 10 2 10 10 10 10 10 8 2 left_child=1 4 5 7 -1 24 10 -4 -5 20 11 12 -3 -11 -15 16 -12 -13 -8 -14 -10 23 -23 -7 28 27 -27 -26 29 -2 right_child=2 6 3 8 -6 21 18 -9 9 13 15 17 19 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31 leaf_value=0.0020510341573120754 -0.00040728961088179905 -0.0019852611841909814 8.9477159401629819e-05 -0.0020965453217640677 0.0058695107183062067 -0.0035667391568304165 0.0079330135546735476 0.0054332028457928288 -0.0078081212980474169 -8.8295707879811741e-05 0.0098957450654470359 0.00073158489231636714 0.0027329280072035077 -0.0061157064425896917 0.15591489199294048 0.015849187004815034 -0.0086198061240664245 0.0077355708071560935 0.0015533727385295857 -0.00078969038199140846 0.0084314491421236711 -0.0028346310528706152 0.0009341487603950181 0.0028788854551998794 0.0022816277617842221 0.0034668026403223569 1.560390483819825e-05 0.011178553335119232 0.00023496044323604901 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0.00232164 0.00348413 0.00412733 0.000874265 -0.00748073 -0.00167802 -0.000486808 -0.00295474 0.00015177 0.000725317 0.000324401 0.00283565 -0.000206036 -0.00116796 internal_weight=0 2690.81 10790.2 2159.43 987.035 8630.74 1703.77 962.457 1196.97 587.141 1527.33 1483.76 1332.8 277.189 100.493 43.5637 27.5064 150.961 176.446 543.627 309.951 1029.74 532.707 497.031 7601 2920.14 2453.95 466.195 4680.86 1471.39 internal_count=734512 103144 631368 140941 65206 490427 37938 30503 110438 76822 35248 34019 30402 40190 27220 1229 933 3617 2690 12831 36632 103546 46605 56941 386881 180180 159340 20840 206701 81484 is_linear=0 shrinkage=0.01 Tree=574 num_leaves=31 num_cat=0 split_feature=11 11 1 10 11 11 10 10 4 3 11 10 11 1 10 11 4 10 10 1 1 10 4 2 1 1 1 2 1 13 split_gain=921.405 707.913 68.1286 77.7796 65.6675 63.5447 53.571 42.3787 26.182 27.2873 24.2123 22.529 22.4039 20.9967 18.9866 18.7444 18.6599 18.425 18.3857 48.9427 77.4821 32.3416 24.2352 19.1122 17.7747 19.2983 17.7696 18.9779 17.7112 16.9053 threshold=2.8912609195685949e-05 0.99991196393966686 -390.49999999999994 6.4350000000000014 8.9378974621467943e-07 0.85901859402656566 4.9450000000000012 3.9350000000000005 19.500000000000004 0.27320574162679429 0.99998801946640026 5.4450000000000012 0.0012464885949156502 -348.49999999999994 5.9750000000000005 0.98303884267807018 20.500000000000004 6.0450000000000008 6.1150000000000011 -59.499999999999993 -53.499999999999993 6.1550000000000011 28.500000000000004 0.6288018433179724 -371.49999999999994 -297.49999999999994 -278.49999999999994 0.74443344878772899 -49.499999999999993 1.0000000180025095e-35 decision_type=2 2 10 8 2 2 10 10 8 2 2 10 2 10 10 2 10 10 10 10 10 10 10 2 8 8 10 2 8 2 left_child=4 2 3 6 -1 7 12 -4 9 -9 -3 -8 -2 -6 -13 -5 -14 -15 -7 21 -21 -20 23 -23 -25 -26 27 -19 -22 -10 right_child=1 10 5 15 13 18 11 8 29 -11 -12 14 16 17 -16 -17 -18 26 19 20 28 22 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.0091304074857716539 -0.0051481489893528002 0.0054144366360507927 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51.185744673013687 30.730354115366936 17.800328029319644 102.38112458586693 111.85426542535424 6.6676176637411118 2.0062462836503983 20.019558548927314 86.229627121821977 0.85870811110362399 48.064324606209993 12.948522421531377 leaf_count=303487 8414 7820 37939 2843 39960 11450 13428 1740 65162 10520 90601 2992 849 95017 618 3671 14871 1019 1296 139 235 961 1160 78 13 300 17168 53 472 236 internal_value=0 0.000957954 0.000205305 -0.00140353 -0.00711915 0.000595908 -0.00215837 0.000221911 0.000823949 -0.00100448 0.008881 -0.00559693 -0.00130864 -0.00508242 -0.00194083 0.00346168 -0.000911736 -0.0040758 0.00254362 0.000700436 -0.00547543 0.00272875 0.0012066 0.00412437 -0.0030886 -0.00741901 -9.05051e-06 0.0151924 0.000642168 0.00114209 internal_weight=0 11871.2 10841.3 2117.93 1603.06 8723.41 1833.46 7318.19 4501.01 667.087 1029.87 363.303 1470.16 796.487 115.13 284.462 1332.42 575.34 1405.23 390.71 96.595 294.115 242.929 131.075 28.6934 22.0258 93.3339 7.10429 65.8647 3833.92 internal_count=734512 277808 179387 47686 456704 131701 41172 115597 77658 12260 98421 17038 24134 153217 3610 6514 15720 113257 16104 4654 846 3808 2512 1352 391 313 18240 1072 707 65398 is_linear=0 shrinkage=0.01 Tree=575 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 10 11 6 11 10 18 6 10 6 6 10 3 2 13 10 6 2 4 2 10 2 3 10 10 split_gain=908.899 700.624 65.752 65.0264 34.8902 27.7035 24.7467 24.3092 22.7825 21.9143 20.6643 18.9087 20.3028 17.1319 22.0937 16.4972 16.2409 22.1727 16.2229 25.9498 15.7705 17.8777 27.7057 14.4548 13.6748 12.1234 16.7835 50.3746 37.9535 29.2062 threshold=2.8912609195685949e-05 0.99991196393966686 8.9378974621467943e-07 0.023589946329593603 0.96394401788711548 5.2350000000000012 8.8450000000000006 0.99998801946640026 1.5000000000000002 0.00077296534436750014 6.0750000000000011 1.0000000180025095e-35 4.5000000000000009 3.1550000000000007 122.50000000000001 4.5000000000000009 5.245000000000001 0.18237250554323722 0.69789381307591059 1.0000000180025095e-35 2.9550000000000005 309.50000000000006 0.34556677890011228 26.500000000000004 0.69261053906723202 5.4850000000000012 0.32173123486682814 0.66536458333333337 5.5750000000000011 5.995000000000001 decision_type=2 2 2 2 2 8 8 2 2 2 10 2 2 10 2 2 8 2 2 2 10 2 2 10 2 8 2 2 10 10 left_child=2 3 -1 5 13 9 -6 20 16 -2 -4 -12 -13 14 -5 23 17 -7 19 24 -3 -22 -23 -11 25 -10 -27 29 -29 -28 right_child=1 7 10 4 6 8 -8 -9 18 15 11 12 -14 -15 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 26 27 28 -30 -31 leaf_value=-0.0091218440118022853 -0.0029445411872975058 0.0089588685038465687 -0.0057077929562239227 -0.00076270608121200862 0.001765032666370694 0.041137301315448231 0.0062694227258738647 0.0095522619801283425 -0.00096178047835012478 -0.0038070087531836628 -0.002046899492864972 -0.010107875264045588 0.02882079061671795 0.00076709891917268948 0.0040758912836042303 -0.0022187744227547481 -0.0013556325231195705 0.0019337504997716561 -0.0028171962715096742 0.044529263008948966 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0.000949524 -0.00709808 0.000203349 0.000768671 -0.000858144 0.00222106 0.00886833 0.000197511 -0.00155506 -0.005057 -0.00105041 0.0160847 0.000428916 -0.000455156 -0.000859725 -0.00119649 0.0143234 0.00128895 0.00175938 0.00538735 0.00275386 -0.0151476 -5.67402e-05 0.00167886 0.00161592 0.00224262 0.0043107 0.016183 0.0025266 internal_weight=0 11857.3 1591.81 10836.2 7070.59 3765.6 1340.45 1021.07 1497.4 2268.2 792.513 110.74 6.08612 5730.14 1585.46 1511.71 657.559 6.6742 839.842 753.514 167.673 96.5102 5.27385 950.256 752.098 750.463 603.691 237.825 31.0699 206.755 internal_count=734512 277808 456704 179387 58470 120917 21508 98421 37987 82930 153217 21252 639 36962 9758 29123 11152 234 26835 24659 7820 2841 62 15105 24634 24604 16353 7051 593 6458 is_linear=0 shrinkage=0.01 Tree=576 num_leaves=31 num_cat=0 split_feature=5 2 1 1 4 1 5 4 4 1 5 1 2 2 2 18 1 2 2 1 1 0 1 1 5 2 1 4 2 1 split_gain=40.7705 18.5777 18.0377 22.2385 15.6683 15.3734 14.2459 13.4887 21.5547 12.9397 12.8418 12.1482 46.9793 18.5159 23.5896 12.3056 37.3295 12.3682 15.5755 11.7623 32.4899 13.0437 14.9318 21.0335 11.0802 13.5575 12.8358 12.2112 10.7747 10.5193 threshold=2.5000000000000004 0.25092592592592594 -346.49999999999994 -361.49999999999994 42.000000000000007 -19.499999999999996 3.5000000000000004 9.5000000000000018 6.5000000000000009 -239.49999999999997 3.5000000000000004 -62.499999999999993 0.79361054766734285 0.69789381307591059 0.69261053906723202 1.0000000180025095e-35 -31.499999999999996 0.57719393282773568 0.57919331037875066 -33.499999999999993 -34.499999999999993 1.0000000180025095e-35 -35.499999999999993 -36.499999999999993 5.5000000000000009 0.11558704453441292 -39.499999999999993 20.500000000000004 0.12135372415746247 -5.4999999999999991 decision_type=10 2 8 10 10 10 10 8 10 10 10 10 2 2 2 2 10 2 2 10 10 2 10 10 10 2 10 10 2 8 left_child=4 2 3 -2 7 10 -7 8 9 -1 -3 13 15 14 -12 -13 17 -17 -19 20 21 -4 23 24 25 27 -26 -23 -27 -10 right_child=1 5 19 -5 -6 6 -8 -9 29 -11 11 12 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55.353083960944787 29.579175546765327 103.99870523926802 2.0447343647247171 1.4646703007165345 0.18007061071693797 0.27437063981778909 0.24741725774947554 11.796591000980696 6.7884880863130084 17.385027212789282 3.1374081056565037 5.5560842619743189 48.436755982460454 6.4150840959046063 7.4399567064829162 85.880471685901284 14.481895700213498 27.151049127336591 leaf_count=8036 1197 33659 38133 512 265 231 103 551780 21121 20270 36460 6322 1015 5491 89 147 17 58 52 487 109 681 119 136 1999 76 181 2986 736 2044 internal_value=0 -0.00159284 -0.000231998 0.00697585 0.000188058 -0.00254091 0.0164645 0.000179126 -0.00128723 0.000417785 -0.00263622 -0.00362842 -0.000225803 -0.00432491 -0.0031385 -0.00549243 0.0178869 0.00538936 0.0471952 -0.00065525 -0.000442061 -0.000715431 0.00140475 0.00177046 0.00117907 -0.000485144 0.0048771 -0.00197162 0.00686051 -0.00340798 internal_weight=0 1439.94 591.259 32.7936 11984.8 848.679 4.23488 11977.5 596.106 330.442 844.444 512.609 87.0988 425.51 321.512 57.5196 2.16653 1.98646 0.521788 558.465 546.669 539.88 188.733 185.595 180.039 124.162 55.8767 103.265 20.897 265.664 internal_count=734512 130996 47352 1709 603516 83644 334 603251 51471 28306 83310 49651 7611 42040 36549 6596 274 257 110 45643 45156 45047 6914 6795 6659 4479 2180 3667 812 23165 is_linear=0 shrinkage=0.01 Tree=577 num_leaves=31 num_cat=0 split_feature=10 1 1 10 1 10 5 18 1 1 1 3 10 1 10 1 1 10 1 3 28 1 10 10 5 3 10 10 10 3 split_gain=75.5643 85.2682 26.3017 42.0049 57.4122 37.8436 42.9426 31.2273 28.4721 25.9632 43.7461 28.2822 25.4085 32.2171 38.2717 30.6726 23.0477 33.593 26.8062 19.6434 18.4912 18.1695 17.982 19.5833 17.9471 17.3282 17.205 33.5118 17.0852 16.9509 threshold=1.3650000000000004 -361.49999999999994 -122.49999999999999 3.2350000000000008 -192.49999999999997 5.1350000000000007 1.5000000000000002 1.0000000180025095e-35 -281.49999999999994 -89.499999999999986 -125.49999999999999 0.75103305785123975 4.9450000000000012 -187.49999999999997 8.1200000000000028 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1685 2724 2551 53 2987 1638 6555 4461 7001 13950 666 46359 1623 306072 14141 2307 internal_value=0 0.00196638 -0.000288792 -0.000797335 -0.00127088 -6.51593e-05 0.00103218 0.00294478 0.000831603 0.000423615 -0.00279081 -0.00972868 -0.00239951 -0.00347762 -0.00488119 0.00358305 0.00187759 0.00427378 -7.01322e-05 0.00138762 -0.00175583 -0.00241106 -0.00131801 -0.00179749 -0.00557201 -0.00078295 0.000152438 0.000272931 0.000902074 0.00112379 internal_weight=0 1701.45 11721.7 5445.47 4218.98 2039.82 1236.96 602.311 1226.49 1153.58 206.332 63.0931 2179.16 1091.29 654.523 49.3888 493.832 221.424 272.407 1082.35 802.862 676.715 1087.87 955.039 605.134 634.653 6276.23 5960.54 248.535 947.245 internal_count=734512 71170 663342 348478 303078 135878 82886 34155 45400 26714 5747 1327 167200 118817 70423 4409 30333 10654 19679 41316 52992 46437 48383 41382 66014 48731 314864 307695 17128 20967 is_linear=0 shrinkage=0.01 Tree=578 num_leaves=31 num_cat=0 split_feature=10 0 40 6 2 2 6 2 6 6 2 6 10 6 6 6 2 10 6 2 2 2 10 2 6 2 2 2 38 10 split_gain=74.1374 23.9555 19.7245 19.3218 24.4101 57.2343 25.7069 25.4297 22.983 18.7545 18.4129 18.3707 22.346 15.7183 13.4404 13.0851 12.5501 12.4847 28.4795 30.1759 48.1959 26.5144 22.4143 31.3664 23.406 21.7179 22.9499 21.4834 21.1745 19.4283 threshold=1.3650000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 0.30795574288724981 0.33463541666666669 35.500000000000007 0.18142633228840127 4.5000000000000009 181.50000000000003 0.12135372415746247 410.50000000000006 4.5750000000000011 10.500000000000002 4.5000000000000009 1.0000000180025095e-35 0.62470657276995312 5.5050000000000008 3.5000000000000004 0.48581488933601619 0.51408730158730165 0.41476388168137007 4.3750000000000009 1.0000000180025095e-35 16.500000000000004 0.8257418909592823 0.76024883359253514 0.46126568466994 1.0000000180025095e-35 2.6550000000000007 decision_type=10 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 10 2 2 2 2 10 2 2 2 2 2 2 10 left_child=1 3 11 15 7 6 8 10 -6 14 -5 17 -13 -12 16 -1 -7 18 19 21 -21 28 27 24 -24 26 -22 -20 -2 -27 right_child=2 -3 -4 4 5 9 -8 -9 -10 -11 13 12 -14 -15 -16 -17 -18 -19 22 20 25 -23 23 -25 -26 29 -28 -29 -30 -31 leaf_value=0.00047803967607074781 -0.00038880752742600507 0.0034667938875088014 -0.012981915175237186 -0.0020239337570872799 -0.014594364031830689 0.0092736232579358428 0.003438981940342185 -0.0037204389340296418 0.022896704789465334 0.013047448374975677 0.018335534006978467 0.0017236260648919408 -0.0055944004674503113 0.0035669405632590473 0.00046135021460366038 -0.0038021456558068739 -0.0037711036303118813 0.00038463307004636362 0.00071018660242811739 0.0028092599457052443 -0.00057801568937470161 -0.0036381706644121308 0.0045610277936872145 -0.0023247749524007398 -0.002939555912820851 0.0065364284605770118 -0.0062381406609760418 -0.0016115836158354306 0.0074974255920489952 0.00071918266508779252 leaf_weight=557.48301747860387 2945.3607175776269 645.08605043473653 12.224344413145444 20.994206363335252 1.7416826444678033 35.94279994815588 12.58315094001591 93.365511461161077 26.725262516643852 15.781715035904197 13.188294500578197 60.560171023244038 134.17224335880019 15.888603524304925 169.6064425802324 81.92142880288884 9.2793334773741645 2625.3866828164319 949.89755262783729 855.58379906206392 875.77775491063949 258.19144606834743 122.58351131505333 1622.3335360080237 62.979043853702024 69.804876278154552 78.017065404681489 686.60040889878292 34.444849679013714 323.37025711452588 leaf_count=24714 104407 31048 728 743 38 2143 402 2511 442 373 138 3425 17893 543 5050 2862 163 191939 37210 29126 42422 13873 2612 175316 1756 1646 3583 27193 638 9575 internal_value=0 0.00194888 -0.00028602 0.00102031 0.00270033 0.00446241 0.0153416 -0.00063696 0.0206029 0.00252584 0.00511267 -0.000272761 -0.00331855 0.0102655 0.00175291 -7.03439e-05 0.00659692 -0.000221232 -0.000400258 5.02199e-05 0.000953211 -0.000564014 -0.0011118 -0.0018793 0.00201537 -0.000225735 -0.00104099 -0.000263923 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1.0000000180025095e-35 0.0021208993857726004 1.0000000180025095e-35 26.500000000000004 369.50000000000006 309.50000000000006 0.34556677890011228 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 37.500000000000007 83.500000000000014 0.49184758529020828 2.5000000000000004 9.5000000000000018 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 51.500000000000007 193.50000000000003 0.76014459133148204 0.031331806282722509 0.26699669966996703 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 10 2 10 2 10 2 2 2 2 2 2 2 10 left_child=2 3 -1 6 20 11 7 -2 -9 -10 14 -3 -13 -4 15 18 -16 19 -6 -8 22 23 -5 25 26 -22 -25 -27 -12 -26 right_child=1 5 13 4 10 -7 17 8 9 -11 28 12 -14 -15 16 -17 -18 -19 -20 -21 21 -23 -24 24 29 27 -28 -29 -30 -31 leaf_value=-0.0091115172157044937 -0.003687885958357397 0.0059711972760596753 -0.0067100134359205279 9.3965879604886011e-05 0.00016275316355870946 0.0095441229011530154 -0.00017155798125382312 -0.0017232905843124343 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3.4888575933873645 130.20821207761765 73.143176431767642 18.367418529465795 61.581978101283312 leaf_count=303487 29068 7703 51032 23325 4200 90601 73457 9523 934 484 33 26 91 102185 1211 8469 54 7 4789 12710 3210 222 909 2083 2589 27 835 704 138 406 internal_value=0 0.00093977 -0.0070721 0.000201268 0.000832259 0.00885337 -0.000729191 -0.0020772 -0.000854057 0.00250908 0.00242024 0.00535522 -0.00837357 -0.00502449 0.00260668 0.00295027 -0.000769318 -0.00034657 0.00160454 -0.000358217 0.000521347 0.00120713 0.000239035 0.00140646 0.0019592 8.4947e-05 0.00311992 0.0039008 -0.00549903 0.000788055 internal_weight=0 11834.2 1578.06 10824.1 6450.04 1010.11 4374.1 967.059 549.655 112.887 1056.09 166.568 7.15254 787.446 1031.8 936.483 95.312 3407.04 434.735 3405.69 5393.95 1572.96 3821 1537.13 1083.81 453.318 544.326 76.632 24.2905 539.482 internal_count=734512 277808 456704 179387 53204 98421 126183 40009 10941 1418 18894 7820 117 153217 18723 17458 1265 86174 8989 86167 34310 10076 24234 9854 5913 3941 2918 731 171 2995 is_linear=0 shrinkage=0.01 Tree=580 num_leaves=31 num_cat=0 split_feature=10 1 1 10 1 10 5 1 6 1 1 2 10 10 2 1 6 5 1 10 1 2 10 1 10 10 6 1 1 2 split_gain=71.6357 83.9303 25.8778 40.2822 56.5573 37.0275 42.0016 27.7674 25.4601 25.4487 43.0144 32.8233 24.7762 31.9088 28.6915 25.6133 23.2344 21.2815 32.2095 44.6449 28.0447 30.6372 20.5226 36.8937 25.1517 22.2246 19.7608 25.3551 19.5099 19.2781 threshold=1.3650000000000004 -361.49999999999994 -122.49999999999999 3.2350000000000008 -192.49999999999997 5.1350000000000007 1.5000000000000002 -281.49999999999994 63.500000000000007 -89.499999999999986 -125.49999999999999 0.63582887700534763 4.9450000000000012 5.3350000000000009 0.58374587458745886 -125.49999999999999 1.5000000000000002 1.5000000000000002 -191.49999999999997 8.3400000000000016 -144.49999999999997 0.34556677890011228 6.4350000000000014 -287.49999999999994 6.7350000000000012 8.4800000000000022 161.50000000000003 -282.49999999999994 -103.49999999999999 0.58374587458745886 decision_type=10 10 10 10 8 10 10 10 2 10 10 2 10 10 2 8 2 10 10 10 8 2 10 10 10 8 2 10 10 2 left_child=1 -1 3 7 5 -5 16 26 -8 10 -3 -12 29 15 17 -14 -7 18 19 -15 -19 -22 -18 -24 -25 -26 -2 -28 -13 -6 right_child=2 9 -4 4 12 6 8 -9 -10 -11 11 28 13 14 -16 -17 22 20 -20 -21 21 -23 23 24 25 -27 27 -29 -30 -31 leaf_value=0.0051588449310799424 0.00097306576046715546 0.00023710631522956302 0.00015643436725283947 -0.0017289174709939755 -0.00059742152177870097 0.0055937249294634788 0.00023225099821121684 -0.0033170136961097698 -0.0047973213387865043 0.0010833996331187602 -0.0019653453969218438 -0.032302729405934823 -0.0018866696892503004 -0.0109867258959953 0.002460198201214907 -0.0070537400877669415 -0.00023998483980611194 -0.0068260866340952636 -0.0020362263781620511 0.010127049373487554 0.0039559963825063745 -0.0049555671006619477 0.010320085259327047 0.010282617613416834 -0.0043987915167531342 0.026484282072259436 0.0054613635076907561 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32.6388 16.9939 16.6534 15.978 14.7632 threshold=1.3650000000000004 -361.49999999999994 -122.49999999999999 3.2350000000000008 -192.49999999999997 5.1350000000000007 1.5000000000000002 1.0000000180025095e-35 -281.49999999999994 -89.499999999999986 -125.49999999999999 0.63582887700534763 4.9450000000000012 -187.49999999999997 8.1200000000000028 -189.49999999999997 -287.49999999999994 7.995000000000001 -281.49999999999994 -103.49999999999999 0.58374587458745886 1.0000000180025095e-35 -216.49999999999997 5.5000000000000009 2.5250000000000004 2.6150000000000007 1.0000000180025095e-35 5.3150000000000004 0.25092592592592594 -328.49999999999994 decision_type=10 10 10 10 8 10 10 2 10 10 10 2 10 10 10 10 10 8 10 10 2 2 10 10 10 10 8 10 2 10 left_child=1 26 3 8 5 21 7 16 -2 10 -3 -12 20 14 23 -16 17 29 -18 -13 -6 22 -5 -14 -4 -26 -1 -20 -10 -7 right_child=2 9 24 4 12 6 -8 -9 28 -11 11 19 13 -15 15 -17 18 -19 27 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0010227931089459516 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10.705335892271249 23.613018705393188 8.7951358668506128 63.980877091526054 27.196259472519159 238.19383964838926 125.96168296330143 73.791117755346932 14.009791230200788 115.70517075248063 5836.0625771604246 456.24070599791594 183.99427591310814 97.436780105344951 108.34057173877954 leaf_count=4286 41316 4420 7169 41976 35543 5712 48731 3822 1386 20967 956 68 65348 48394 1685 2724 2551 53 2987 303 12840 6555 4461 666 1623 306072 40170 14141 2698 4889 internal_value=0 0.00190142 -0.000278641 -0.000779732 -0.00124033 -5.33475e-05 0.00102267 0.00289722 0.000802995 0.000386143 -0.00277014 -0.00959477 -0.00235473 -0.00341764 -0.0048185 0.00354063 0.00184214 0.00420267 -8.04253e-05 -0.0162971 -0.00129326 -0.00171299 -0.002363 -0.00550071 0.000154863 0.000275018 0.00512442 0.000879678 -0.00328743 0.00341786 internal_weight=0 1692.87 11688.6 5421.65 4199.52 2033.54 1233.68 601.001 1222.13 1151.5 205.657 62.8693 2165.98 1082.26 647.539 48.8602 492.787 221.199 271.588 33.5099 1083.72 799.853 673.891 598.679 6266.93 5951.77 541.37 247.975 143.636 212.404 internal_count=734512 71170 663342 348478 303078 135878 82886 34155 45400 26714 5747 1327 167200 118817 70423 4409 30333 10654 19679 371 48383 52992 46437 66014 314864 307695 44456 17128 4084 10601 is_linear=0 shrinkage=0.01 Tree=582 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 11 11 6 1 3 1 3 4 6 11 6 3 3 3 1 3 11 1 4 1 4 6 6 3 split_gain=878.981 685.529 68.5846 61.0974 59.0385 39.9575 27.3315 24.5334 18.4633 24.1088 25.5272 18.3429 16.0813 33.6073 15.8391 15.9559 13.8318 21.9462 13.0698 12.0795 16.8862 11.7835 10.7337 10.2918 9.50455 9.44066 9.17636 13.0253 13.6001 17.1118 threshold=2.269744709337829e-05 0.99991196393966686 -390.49999999999994 0.85901859402656566 8.9378974621467943e-07 0.010294413659721552 0.0017540019471198002 0.99998801946640026 158.50000000000003 -88.499999999999986 0.61781229345670863 -348.49999999999994 0.31287650602409645 27.500000000000004 193.50000000000003 0.96394401788711548 309.50000000000006 0.65733855185909984 0.96992311171415657 0.31838294448913923 -249.49999999999997 0.11180555555555556 0.99188911914825451 -351.49999999999994 20.500000000000004 -341.49999999999994 19.500000000000004 37.500000000000007 60.500000000000007 0.64308462238398556 decision_type=2 2 10 2 2 2 2 2 2 10 2 10 2 8 2 2 2 2 2 2 8 2 2 10 10 10 10 2 2 2 left_child=4 2 5 6 -1 -2 26 16 22 10 -10 -6 13 -8 15 21 -3 -18 -16 20 -14 24 -5 -21 -7 -25 27 -4 29 -29 right_child=1 7 3 8 11 14 12 -9 9 -11 -12 -13 19 -15 18 -17 17 -19 -20 23 -22 -23 -24 25 -26 -27 -28 28 -30 -31 leaf_value=-0.0091012476517234181 -0.0042445618617339151 0.0059363663930531996 -0.0046938717157178449 0.0021028075249860784 -0.0077079859883542271 0.0083041659566871987 -0.0035387146377854097 0.0095359137999675957 -0.00083421036814455797 0.0025703936458659595 -0.015977542147892647 -0.0041555218077069756 0.013726018375494767 0.00031326614156728695 0.0027374369765746942 0.00066282043832228152 0.0044480306103048392 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80 10789 8794 540 2162 31161 68012 282 2064 373 internal_value=0 0.000910816 0.000182141 0.000572765 -0.00719556 -0.00143326 0.000208605 0.0088379 0.00248966 -0.00145841 -0.00693861 -0.0051405 0.000519165 -0.000310047 -0.000761706 -0.000974407 0.00532 -0.00824614 0.00359722 0.00085127 0.00800775 -0.00157271 0.00282435 0.000810788 0.000356663 0.000729901 -0.000987925 -0.00314224 0.00165729 0.01076 internal_weight=0 11868 10868.9 8752.49 1507.5 2116.45 7355.2 999.097 1397.29 109.195 46.264 725.326 5839.54 1669.95 1708.36 1628.88 165.418 7.18901 79.4838 4169.59 23.4532 1192.94 1288.1 4146.14 250.166 4039.66 1515.66 174.904 42.7303 11.8585 internal_count=734512 285665 187244 137687 448847 49557 121583 98421 16104 706 244 145360 43593 10763 23091 22039 7820 117 1052 32830 163 13093 15398 32667 2304 31701 77990 9978 2719 655 is_linear=0 shrinkage=0.01 Tree=583 num_leaves=31 num_cat=0 split_feature=11 11 1 10 11 11 10 10 4 2 11 11 10 5 10 11 10 1 1 2 10 1 1 5 6 6 4 1 3 2 split_gain=867.136 678.421 67.2711 73.4945 60.0363 59.1225 50.9531 42.1713 25.9213 28.3211 24.6149 23.7237 22.0934 19.973 18.8223 18.5204 18.4339 20.3976 21.8172 20.9423 18.3831 48.2432 75.9993 35.3892 22.7697 20.6158 18.1446 17.5653 16.5919 20.3255 threshold=2.269744709337829e-05 0.99991196393966686 -390.49999999999994 6.4350000000000014 0.85901859402656566 8.9378974621467943e-07 4.9450000000000012 3.6650000000000005 19.500000000000004 0.72771403353927633 0.99998801946640026 0.0012464885949156502 5.4450000000000012 1.5000000000000002 5.9750000000000005 0.98303884267807018 6.2950000000000008 -278.49999999999994 -129.49999999999997 0.74443344878772899 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 63.500000000000007 141.50000000000003 20.500000000000004 -49.499999999999993 0.87439320388349528 0.10551619433198377 decision_type=2 2 10 8 2 2 10 10 8 2 2 2 10 10 10 2 10 8 10 2 10 10 10 10 2 2 10 10 2 2 left_child=5 2 3 6 7 -1 11 28 9 -9 -3 -2 -8 -10 -14 -5 -7 19 -19 -18 -6 23 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11854.3 10863.7 2114.39 8749.34 1496.81 1832.63 7354.72 4782.24 685.829 990.576 1471.6 361.034 4096.41 115.14 281.758 721.666 90.3598 82.7283 7.63153 1394.62 387.498 96.0796 291.418 100.682 190.736 1328.43 65.4188 2572.48 264.156 internal_count=734512 285665 187244 49557 137687 448847 42974 121583 86830 13378 98421 24903 18071 73452 3853 6583 145360 18459 17247 1212 16104 4654 846 3808 1089 2719 15720 707 34753 2742 is_linear=0 shrinkage=0.01 Tree=584 num_leaves=31 num_cat=0 split_feature=11 11 1 10 11 11 10 10 11 11 10 5 10 0 11 1 10 1 1 5 1 10 10 10 1 1 5 1 10 11 split_gain=855.448 671.351 65.9987 72.1488 59.2006 59.0224 50.2876 41.3305 24.708 23.4256 21.9031 21.8214 18.5917 18.494 18.4017 18.3418 18.0553 47.3732 74.7785 34.8439 17.3116 16.2137 22.8241 23.3632 63.0047 44.1062 96.0313 36.4961 48.0209 25.2825 threshold=2.269744709337829e-05 0.99991196393966686 -390.49999999999994 6.4350000000000014 8.9378974621467943e-07 0.85901859402656566 4.9450000000000012 3.6650000000000005 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193 54 is_linear=0 shrinkage=0.01 Tree=585 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 11 6 10 11 6 10 10 10 10 6 2 6 18 2 2 40 2 10 10 2 10 10 2 6 split_gain=843.913 664.346 63.5392 59.2745 33.337 28.5546 24.8002 24.1645 23.3982 22.5719 19.0435 18.8559 18.1209 17.0342 15.9577 16.819 23.9384 15.5259 21.1533 15.7988 15.4471 14.3823 13.9951 62.0399 13.3048 39.7359 92.8404 12.6552 12.1011 28.4507 threshold=2.269744709337829e-05 0.99991196393966686 0.017575767822563603 8.9378974621467943e-07 0.96394401788711548 5.2350000000000012 0.99998801946640026 1.5000000000000002 8.8450000000000006 0.00057753553846845017 4.5000000000000009 2.5250000000000004 6.2950000000000008 5.245000000000001 2.9550000000000005 309.50000000000006 0.34556677890011228 5.5000000000000009 1.0000000180025095e-35 0.062895569620253167 0.69789381307591059 1.0000000180025095e-35 0.66510903426791279 8.3400000000000016 6.9050000000000011 0.59921259842519692 6.6150000000000011 5.3250000000000011 0.67455869991594286 36.500000000000007 decision_type=2 2 2 2 2 8 2 2 8 2 2 10 10 8 10 2 2 2 2 2 2 2 2 10 10 2 10 8 2 2 left_child=3 2 5 -1 11 9 14 13 -6 -2 -11 -4 -5 -7 -3 -16 -17 -14 24 -20 22 -13 27 28 25 -19 -27 -9 29 -24 right_child=1 6 4 12 8 7 -8 20 -10 10 -12 21 17 -15 15 16 -18 18 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0090746925600023159 -0.0031207203513024494 0.0089069029450108989 -0.00095414977358576809 -0.0056697298335247797 0.001703116260529443 0.014713375054242013 0.009514595520654234 -0.0029803190329153362 0.0061418844475656766 -3.5814704162160614e-05 -0.0024243525522813533 0.00064415410269341223 -0.007929354963429008 -0.0014765528207701154 0.0036059704344199375 -0.041601452147106137 0.0019362432140454854 0.0041900554693682047 0.098899588151755646 0.019703518727129523 -0.002792681721740845 -0.015214642510267449 0.0031881361490283169 0.06641883332979355 -0.001523771544201189 0.0049946037006857206 0.21416119052255325 0.0019523311913048731 -0.0071852189912156228 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0.99991196393966686 -390.49999999999994 8.9378974621467943e-07 0.85901859402656566 0.010294413659721552 0.0017540019471198002 0.99998801946640026 0.88478556841388711 -348.49999999999994 0.75110619469026563 0.9982588291168214 0.44487847222222227 1.0000000180025095e-35 0.68208556149732635 -60.499999999999993 -79.499999999999986 0.99188911914825451 -64.499999999999986 -351.49999999999994 0.88935969868173259 -328.49999999999994 -261.49999999999994 -270.49999999999994 0.3046129374337222 0.044676627963781308 0.53873431533006011 0.59110671936758907 1.0000000180025095e-35 0.40056497175141254 decision_type=2 2 10 2 2 2 2 2 2 10 2 2 2 2 2 10 10 2 10 10 2 10 10 10 2 2 2 2 2 2 left_child=3 2 5 -1 6 -2 -4 18 10 -5 11 -7 -13 19 -15 16 -16 -6 -3 -8 -10 -21 23 24 -23 26 -25 -28 29 -24 right_child=1 7 4 9 17 8 13 -9 20 -11 -12 12 -14 14 15 -17 -18 -19 -20 21 -22 22 28 25 -26 -27 27 -29 -30 -31 leaf_value=-0.0090657074761555916 -0.0041709427770350938 0.0036657153201324001 -0.00096885242571430612 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187244 448847 137687 49557 121583 98421 23091 145360 21432 20919 4509 43593 38156 4739 3338 16104 7820 5437 1659 5044 4675 1027 745 282 112 56 3648 2689 is_linear=0 shrinkage=0.01 Tree=587 num_leaves=31 num_cat=0 split_feature=10 0 3 3 3 3 3 4 4 4 10 2 2 2 0 2 10 4 38 2 10 10 3 10 10 0 2 10 10 0 split_gain=64.3231 22.9857 19.1822 27.8344 30.2153 27.981 25.7543 12.4369 12.2372 15.6262 11.7652 21.9745 20.3466 46.5191 27.9119 26.1041 29.8164 16.589 16.2664 13.3796 12.6025 10.9247 10.0788 8.32141 9.29356 9.88701 8.27632 31.6289 10.3027 8.16854 threshold=1.3650000000000004 1.0000000180025095e-35 0.40078740157480325 0.67399355877616751 0.66536458333333337 0.8185736677115989 0.62453007518796999 27.500000000000004 9.5000000000000018 6.5000000000000009 5.4750000000000005 0.98728813559322048 0.51408730158730165 0.49882629107981225 1.0000000180025095e-35 0.41476388168137007 3.5950000000000002 29.500000000000004 1.0000000180025095e-35 0.80104166666666676 4.4250000000000007 1.3650000000000004 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22.6478 21.632 19.0655 18.362 18.2901 18.1176 23.5574 18.0586 17.8012 15.9466 16.5034 27.7088 15.9049 21.8374 32.8388 20.9188 59.8383 72.4175 32.0683 43.9968 threshold=2.269744709337829e-05 0.99991196393966686 -390.49999999999994 6.4350000000000014 8.9378974621467943e-07 0.85901859402656566 4.9450000000000012 3.6650000000000005 19.500000000000004 0.99998801946640026 0.0012464885949156502 5.4450000000000012 1.5000000000000002 5.9750000000000005 -348.49999999999994 158.50000000000003 -81.499999999999986 0.98303884267807018 20.500000000000004 2.9550000000000005 309.50000000000006 -52.499999999999993 6.3750000000000009 7.1150000000000011 7.5000000000000009 6.7350000000000012 -75.499999999999986 40.500000000000007 6.8650000000000011 2.5000000000000004 decision_type=2 2 10 8 2 2 10 10 8 2 2 10 10 8 10 2 10 2 10 10 2 10 10 10 2 10 10 2 10 10 left_child=4 2 3 6 -1 7 10 -4 -9 19 -2 -8 -10 -13 -6 -7 -17 -5 -12 -3 -21 -22 -16 24 -24 -26 28 -28 29 -27 right_child=1 9 5 17 14 15 11 8 12 -11 18 13 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4097.24 114.756 707.12 1384.6 108.731 279.969 1326.89 161.308 93.6499 5.37874 512.676 73.3064 12.4774 6.64278 3.7612 1.00653 2.75467 0.674527 internal_count=734512 285665 187244 49557 448847 137687 42974 121583 86830 98421 24903 18071 73452 3853 145360 16104 706 6583 15720 7820 2841 62 107467 15555 1827 1150 644 134 510 123 is_linear=0 shrinkage=0.01 Tree=589 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 47 11 7 28 47 28 47 2 2 2 18 2 2 47 2 2 13 2 2 2 2 11 2 11 split_gain=809.451 643.186 60.7434 59.4985 31.8739 25.037 24.1143 13.219 11.5115 11.4658 9.8621 8.62588 16.3599 11.4197 9.83587 9.60222 9.12762 9.00413 12.7214 8.34655 9.33146 8.30011 7.96149 8.09743 7.24662 6.90758 17.8272 6.82712 6.51646 9.91642 threshold=2.269744709337829e-05 0.99991196393966686 0.017575767822563603 8.9378974621467943e-07 0.98303884267807018 0.99998801946640026 1.0000000180025095e-35 0.0021208993857726004 83.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 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split_feature=11 11 11 11 11 11 47 6 2 11 6 28 6 47 3 28 7 6 6 3 6 2 47 4 6 3 6 6 47 3 split_gain=798.466 636.427 59.5663 59.563 31.3772 25.1255 23.7167 13.3976 19.6416 13.0445 12.0743 19.774 11.9092 11.6752 11.3636 11.776 11.2624 10.9349 10.9279 13.1266 10.3991 11.8671 9.81649 9.65616 27.1112 8.57177 11.0425 8.90742 8.29132 12.1865 threshold=2.269744709337829e-05 0.99991196393966686 0.017575767822563603 8.9378974621467943e-07 0.96394401788711548 0.99998801946640026 1.0000000180025095e-35 309.50000000000006 0.34556677890011228 0.0021208993857726004 9.5000000000000018 1.0000000180025095e-35 135.50000000000003 1.0000000180025095e-35 0.52960654460459688 1.0000000180025095e-35 83.500000000000014 33.500000000000007 193.50000000000003 0.96992311171415657 107.50000000000001 0.83402203856749324 1.0000000180025095e-35 19.500000000000004 15.500000000000002 0.61781229345670863 369.50000000000006 144.50000000000003 1.0000000180025095e-35 0.37323383084577116 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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18723 1265 17458 42206 17592 6216 382 24614 7878 86574 171 3989 8989 11376 14948 11882 145360 7479 2895 is_linear=0 shrinkage=0.01 Tree=592 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 47 6 6 2 4 47 2 47 40 2 4 47 6 4 2 6 2 2 11 2 2 6 13 split_gain=776.902 623.127 59.682 57.3321 25.2727 24.8155 22.2246 15.4398 14.652 12.9476 18.047 11.8429 9.72391 9.69691 9.33224 9.18981 8.56188 8.25504 8.12342 12.0372 11.3253 9.93515 14.36 10.6256 15.4188 8.32175 8.19994 18.6134 7.77333 7.58773 threshold=2.269744709337829e-05 0.99991196393966686 8.9378974621467943e-07 0.089183576405048315 0.99998801946640026 0.98303884267807018 0.0004375023563625001 1.0000000180025095e-35 369.50000000000006 309.50000000000006 0.34556677890011228 42.000000000000007 1.0000000180025095e-35 0.26699669966996703 1.0000000180025095e-35 1.0000000180025095e-35 0.44487847222222227 19.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 23.500000000000004 0.53873431533006011 14.500000000000002 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13.0449 15.9559 11.2067 11.0549 11.1608 12.2747 10.5482 10.249 9.95736 11.6448 11.6898 9.80332 threshold=2.269744709337829e-05 0.99991196393966686 -390.49999999999994 8.9378974621467943e-07 0.85901859402656566 0.013544866815209352 0.99998801946640026 0.0017540019471198002 -348.49999999999994 0.88478556841388711 2.5000000000000004 0.24536878216123498 0.99188911914825451 0.31287650602409645 27.500000000000004 0.68438714235252573 6.5000000000000009 0.75110619469026563 23.500000000000004 5.5000000000000009 1.5000000000000002 1.5000000000000002 0.89619252873563238 27.500000000000004 -351.49999999999994 0.50952467343976793 1.0000000180025095e-35 0.74443344878772899 0.99981766939163219 0.52217305801376612 decision_type=2 2 10 2 2 2 2 2 10 2 10 2 2 2 8 2 8 2 8 10 10 10 2 10 10 2 2 2 2 2 left_child=3 2 5 -1 7 25 -3 20 -5 17 12 -12 -6 14 -9 24 -13 18 -7 26 -4 -11 -23 -24 -15 -2 27 28 -20 -28 right_child=1 6 4 8 10 9 -8 13 -10 21 11 16 -14 15 -16 -17 -18 -19 19 -21 -22 22 23 -25 -26 -27 29 -29 -30 -31 leaf_value=-0.0090098642686537462 -0.0026241664053746343 0.005054148469344451 -0.00038282576325409062 -0.0075379137246415918 0.0018866524786494555 0.0024370576568224617 0.0094630746694240424 -0.0034640005732261949 -0.0038898558571762555 0.0044280784195072347 0.003556379979640048 -0.001812426588009976 0.0042445790377738006 0.003871288792237448 0.0002935437826079086 0.012028355678245228 -0.025432451348926601 -0.007005310903285396 -0.002228648818144443 0.0082207158840150972 -0.0022915349310829404 0.021628331216472452 0.011856420583486418 -0.009839049668032878 0.00068789538700539236 -0.0057582679502421576 0.00052337191892101514 0.0021202984843605227 0.0064267959260915723 -0.0053367438411604552 leaf_weight=714.49683203804307 251.67346616322175 157.40317664295435 1075.5973668762017 188.17778745410033 720.83129441738129 113.43560089357197 759.50452779908665 268.95312278904021 501.88917811913416 94.389380588196218 75.004345862194896 133.99501620046794 442.53744040708989 106.83204956352711 1399.0207904307172 14.493781838566063 2.6046177465468636 38.196235700510442 881.18140221387148 18.171962924301624 430.81967484601773 1.5850932169705654 3.1603673435747632 14.915004678070545 4051.0460068676621 178.23633524589241 383.2148947105743 71.415852353908122 15.884985372424124 30.844762701541185 leaf_count=303487 13235 7820 50904 37893 6024 1716 90601 1983 107467 1405 732 1335 7995 967 8780 74 18 487 10998 210 27086 10 35 186 31789 13971 5295 1099 533 377 internal_value=0 0.000832853 0.000165529 -0.00698314 0.000533221 -0.00136427 0.00870621 0.000197995 -0.00488466 -0.000704005 0.0023244 -0.000200157 0.00278359 0.000488606 -0.000312343 0.000808799 -0.0022628 -0.000976663 -0.000824583 -0.00108872 -0.000928697 0.00300717 -0.00381455 -0.00604573 0.000769689 -0.00392353 -0.00121109 -0.00176599 -0.00207538 8.68312e-05 internal_weight=0 11734.9 10818 1404.56 8721.74 2096.31 916.908 7346.76 690.067 1666.4 1374.97 211.604 1163.37 5840.35 1667.97 4172.37 136.6 1552.35 1514.15 1400.71 1506.42 114.05 19.6605 18.0754 4157.88 429.91 1382.54 968.482 897.066 414.06 internal_count=734512 285665 187244 448847 137687 49557 98421 121583 145360 22351 16104 2085 14019 43593 10763 32830 1353 20715 20228 18512 77990 1636 231 221 32756 27206 18302 12630 11531 5672 is_linear=0 shrinkage=0.01 Tree=594 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 10 10 11 10 11 10 10 1 1 2 10 1 1 10 11 1 10 3 2 1 1 3 2 3 split_gain=755.875 610.035 59.7879 59.6847 68.7947 51.4468 48.9215 39.6026 25.4293 21.4049 21.1491 18.1851 18.1622 19.875 21.691 18.6226 18.0451 47.2078 72.9462 32.5717 17.5213 17.2584 16.2439 16.0273 19.8262 17.884 26.5869 15.6612 15.0786 33.4083 threshold=2.269744709337829e-05 0.99991196393966686 8.9378974621467943e-07 -390.49999999999994 6.4350000000000014 0.85901859402656566 4.9450000000000012 3.6650000000000005 0.99998801946640026 5.4450000000000012 0.0012464885949156502 5.9750000000000005 6.2950000000000008 -278.49999999999994 -129.49999999999997 0.74443344878772899 6.1150000000000011 -59.499999999999993 -53.499999999999993 6.1550000000000011 0.98303884267807018 -49.499999999999993 2.9550000000000005 0.87439320388349528 0.10551619433198377 -64.499999999999986 -39.499999999999993 0.77836257309941537 0.58374587458745886 0.36162029459901807 decision_type=2 2 2 10 8 2 10 10 2 10 2 10 10 8 10 2 10 10 10 10 2 10 10 2 2 10 10 2 2 2 left_child=2 3 -1 4 6 7 10 23 22 -8 -2 28 -4 15 -15 -14 -7 19 -19 -18 -6 -20 -3 25 -25 27 -27 -5 -11 -30 right_child=1 8 12 5 20 16 9 -9 -10 11 -12 -13 13 14 -16 -17 17 18 21 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31 leaf_value=-0.0090003937309525456 -0.0049830787768079419 0.0088314953606820363 -0.0054813817459011547 -0.001563277299950337 0.0019890354404842846 0.0030165646101691724 -0.0070933897763178141 0.00073390958259179548 0.0094556112446365741 -0.0026949072819807576 -0.00086620201475119912 -0.010912972530574787 0.0092276405144721841 -0.0073031297270606203 0.003106564867708893 0.058460448544854542 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8719 51 1296 139 235 2512 3671 472 2841 2352 390 8339 4728 1761 415 205 internal_value=0 0.000825435 -0.00696156 0.000163946 -0.00135195 0.000528061 -0.00206196 0.000196024 0.00869255 -0.00539778 -0.00125423 -0.00183111 -0.00485927 -0.000608228 -0.0020753 0.0148441 0.00230515 0.000457218 -0.00565345 0.002482 0.0032746 0.000378661 0.00502723 -0.000806197 0.0015284 -0.00107377 -6.48433e-05 -0.00184382 -7.53528e-05 0.00594769 internal_weight=0 11722.4 1394.88 10813.2 2094.27 8718.93 1815.63 7346.32 909.205 353.936 1461.7 114.045 686.755 87.6724 80.0704 7.60201 1372.62 381.545 94.9604 286.584 278.635 64.4379 156.667 2565.72 263.823 2301.89 996.402 1305.49 95.5692 28.9668 internal_count=734512 285665 448847 187244 49557 137687 42974 121583 98421 18071 24903 3853 145360 18459 17247 1212 16104 4654 846 3808 6583 707 7820 34753 2742 32011 13067 18944 3173 620 is_linear=0 shrinkage=0.01 Tree=595 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 11 6 10 11 6 10 10 10 3 10 6 4 2 10 6 2 2 3 11 13 10 2 11 3 split_gain=745.566 603.575 59.8331 54.9196 29.1077 27.5381 25.5059 23.3873 22.7795 21.1157 18.6632 18.3504 17.9917 16.6319 20.2104 16.1732 15.6297 19.3474 31.1329 32.628 15.3672 19.2985 14.9327 14.6096 29.6998 13.9814 14.6374 69.1864 46.5278 33.6603 threshold=2.269744709337829e-05 0.99991196393966686 8.9378974621467943e-07 0.017575767822563603 0.96394401788711548 5.2350000000000012 0.99998801946640026 1.5000000000000002 8.8450000000000006 0.00057753553846845017 4.5000000000000009 2.5250000000000004 6.2950000000000008 5.245000000000001 0.18237250554323722 2.9550000000000005 5.5000000000000009 29.500000000000004 0.71068484464172488 6.8650000000000011 309.50000000000006 0.34556677890011228 0.69789381307591059 0.98726062966569306 8.0634122241463063e-06 1.0000000180025095e-35 5.8550000000000013 0.32173123486682814 2.6687078388931699e-05 0.66536458333333337 decision_type=2 2 2 2 2 8 2 2 8 2 2 10 10 8 2 10 2 10 2 8 2 2 2 2 2 2 8 2 2 2 left_child=2 3 -1 5 11 9 15 13 -6 -2 -11 -5 -4 14 -7 -3 -14 18 -18 -20 -17 -22 25 -19 -25 26 -9 -28 -29 -30 right_child=1 6 12 4 8 7 -8 22 -10 10 -12 -13 16 -15 -16 20 17 23 19 -21 21 -23 -24 24 -26 -27 27 28 29 -31 leaf_value=-0.0089908526188947381 -0.003016508345162993 0.0088179865742888403 -0.0054561208110815822 -0.00096620583263673661 0.0015744496541195249 0.039503733180168844 0.0094481060016276004 -0.00012677873434380524 0.0060120513443074047 -9.5977556125746109e-08 -0.0023706696367503562 0.0005938041309159908 -0.0078379535505984452 -0.0014163874088746681 0.0022873647504669642 0.0033206140357388589 -0.0027951042014729521 0.0086473197475789385 0.12535658216956527 0.016656659331563857 -0.036588316866936497 0.0016557136443191265 -0.0027190059203283175 0.0053747371626330191 0.1149991337663922 0.039217568531102635 -2.6576541715289404e-05 0.060031570706608507 0.0055776029956958817 0.018212666026800672 leaf_weight=701.82236924767494 692.70871843653731 64.839975262526423 595.85422392445616 885.23819491453469 1180.097493885085 2.174677829258143 745.63889420777559 262.31018465524539 128.24875373998657 888.13916664104909 530.46992960106581 5087.4735467452556 22.269118803786114 610.23355983803049 4.43494354467839 85.626458148472011 46.806134404148906 16.026081206859093 0.36888166819698986 1.0983841449487954 2.2323998250067225 3.2264727409929037 81.165554212871939 0.64780611172318348 0.3995758555829525 0.99756719311699171 295.1686901000794 1.7100592160131771 132.52741826907732 25.073544195853174 leaf_count=303487 55450 4979 126901 6086 15448 57 90601 14239 6060 15824 14947 33506 3973 11305 184 2779 10834 3385 42 75 16 46 2282 117 33 25 7707 185 3535 404 internal_value=0 0.000818093 -0.00693994 0.000162379 0.000658515 -0.000861798 0.00867895 0.000217232 0.00200944 -0.00158537 -0.00088654 0.000362589 -0.00483397 -0.00124549 0.0145322 0.00500081 -0.000602857 0.00186274 -0.00137324 0.0439846 0.00228352 -0.0139841 0.00134655 0.0110121 0.0471964 0.00180627 0.00175421 0.00283985 0.00815072 0.00758778 internal_weight=0 11709.7 1385.29 10808.2 7281.06 3527.11 901.564 1415.8 1308.35 2111.32 1418.61 5972.71 683.47 616.843 6.60962 155.925 87.616 65.3469 48.2734 1.46727 91.0853 5.45887 798.953 17.0735 1.04738 717.787 716.79 454.48 159.311 157.601 internal_count=734512 285665 448847 187244 61100 126144 98421 39923 21508 86221 30771 39592 145360 11546 241 7820 18459 14486 10951 117 2841 62 28377 3535 150 26095 26070 11831 4124 3939 is_linear=0 shrinkage=0.01 Tree=596 num_leaves=31 num_cat=0 split_feature=11 11 11 11 10 11 11 11 10 10 10 6 10 10 6 10 10 6 5 6 5 6 47 10 10 10 6 5 10 6 split_gain=735.38 597.201 59.8749 53.9981 30.6936 27.0825 25.5666 22.0195 19.751 19.3612 17.8237 17.1384 18.5757 16.0958 14.9923 14.7738 19.873 29.4478 19.4783 19.0714 14.5397 18.1877 17.225 14.5747 17.9874 44.9257 13.5323 13.0314 12.8211 12.5705 threshold=2.269744709337829e-05 0.99991196393966686 8.9378974621467943e-07 0.12629276514053342 5.4750000000000005 0.00057753553846845017 0.99998801946640026 0.98303884267807018 8.615000000000002 3.4550000000000005 6.1150000000000011 32.500000000000007 5.7650000000000006 2.9550000000000005 309.50000000000006 9.0500000000000025 6.1150000000000011 9.5000000000000018 2.5000000000000004 11.500000000000002 3.5000000000000004 37.500000000000007 1.0000000180025095e-35 3.2650000000000001 6.4350000000000014 5.8150000000000004 67.500000000000014 6.5000000000000009 5.7950000000000008 410.50000000000006 decision_type=2 2 2 2 10 2 2 2 8 10 10 2 10 10 2 10 10 2 10 2 10 2 2 10 10 8 2 8 8 2 left_child=2 3 -1 4 5 -2 13 9 20 -5 -4 12 -6 -3 -15 16 -11 -18 26 -20 22 -22 23 -9 25 28 -19 -14 -25 -13 right_child=1 6 10 7 11 -7 -8 8 -10 15 -12 29 27 14 -16 -17 17 18 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.008981240483775299 -0.0024001314874600552 0.0088044099817216181 -0.0054711107023229857 -0.00041715835586210958 0.0026190361799497716 -0.00048599878263826227 0.0094405585355245274 0.0034795379672414068 0.0061602481751592943 0.0012359605406649615 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2.3158337119966736 6.0989068299531928 19.821066916687414 leaf_count=303487 67650 4979 125127 9392 5229 51266 90601 3378 5598 14603 20233 7934 9077 2779 62 406 1099 418 52 190 981 55 6787 1646 376 43 253 32 30 749 internal_value=0 0.000810739 -0.00691825 0.000160805 -0.000529948 -0.000878362 0.00866556 0.000884351 0.00219648 0.000566326 -0.00480869 0.00106386 0.000195766 0.00497538 0.0022662 0.00102982 0.000908239 -0.00125299 0.00171103 -0.00400731 0.00171244 -0.00222563 0.00211488 0.000566876 -0.000730435 -0.0017068 0.00364927 -0.000914384 -0.00089889 0.00305496 internal_weight=0 11698.1 1375.8 10804.1 5527.32 4535.78 893.969 5276.81 1029.45 4247.36 680.225 991.545 690.496 155.162 90.8692 2886.85 2805.8 369.441 175.741 44.4883 917.419 85.0608 832.359 385.714 266.856 233.791 131.253 473.552 226.111 301.048 internal_count=734512 285665 448847 187244 141937 118916 98421 45307 18894 26413 145360 23021 14338 7820 2841 17021 16615 2012 913 242 13296 1036 12260 5473 2095 1719 671 9109 1676 8683 is_linear=0 shrinkage=0.01 Tree=597 num_leaves=31 num_cat=0 split_feature=10 1 1 1 1 10 1 10 10 6 10 1 4 10 1 1 10 10 1 28 6 1 10 10 1 10 10 1 1 6 split_gain=55.316 74.6545 26.4831 42.0688 25.2527 31.1378 53.9523 37.9855 62.4084 33.1644 34.6286 25.8769 25.8403 35.0026 29.3577 37.6573 28.1071 31.1125 25.2362 21.7835 20.8996 20.7074 19.4345 26.9819 18.7216 19.1669 18.4581 20.3436 18.0349 17.7621 threshold=1.3650000000000004 -361.49999999999994 -89.499999999999986 -125.49999999999999 -122.49999999999999 3.2350000000000008 -129.49999999999997 4.995000000000001 6.5450000000000008 161.50000000000003 5.1150000000000011 -251.49999999999997 24.500000000000004 5.2150000000000007 -100.49999999999999 -103.49999999999999 5.4850000000000012 5.535000000000001 -253.49999999999997 1.0000000180025095e-35 3.5000000000000004 -111.49999999999999 2.5250000000000004 2.5650000000000004 -268.49999999999994 5.955000000000001 7.3800000000000008 -247.49999999999997 -265.49999999999994 161.50000000000003 decision_type=10 10 10 10 10 10 8 10 10 2 10 10 8 10 10 10 10 10 10 2 2 8 10 10 10 10 10 10 10 2 left_child=1 -1 3 -3 5 18 9 -8 -9 10 19 20 13 -6 15 21 -17 -18 29 -7 24 -15 -14 -24 -12 -26 -13 -28 -22 -2 right_child=4 2 -4 -5 12 6 7 8 -10 -11 11 26 22 14 -16 16 17 -19 -20 -21 28 -23 23 -25 25 -27 27 -29 -30 -31 leaf_value=0.0048893852404261178 0.0007859074226127295 3.3929900273218245e-05 0.0009899363147902315 -0.0099236478050552072 -0.003824272897033344 -0.0021985342149197888 -0.0014459418949942229 -0.006150515986473727 0.0028803245777960212 -0.0040720077079984965 0.0027875242999175964 0.00021062614409416582 -0.0020284316256378478 0.012245512888004191 -0.00039137282027206866 -0.014826336027317023 0.092914767230894035 0.028677119286043089 -0.0037611834789684309 0.0020079636687808972 0.0012943726646781758 -0.005726529015222759 0.0068191008630161124 0.00053799203390296664 0.010447772775982498 -0.0034026699195446233 0.022607034303380416 -0.005365484765803087 -0.0062669106707450521 0.0056754786649295024 leaf_weight=510.40773032349534 983.45409620227292 137.92459325375967 926.34300307091326 61.278270648093894 350.70687698153779 735.4763845395064 966.85495433222968 477.46116788568906 91.126863390207291 211.25300104205962 301.13608984835446 528.7532705772901 292.00880906335078 16.327436784165911 654.54127964167856 0.8310793221462508 1.1300795031711461 2.2654371613170952 115.76528129121289 147.85682122071739 411.54601921315771 10.55593740008772 69.387833822518587 4761.8595739481971 64.996080039883964 11.806260080309583 2.6753098545595995 92.296455288887955 34.162889110739343 80.364687737077475 leaf_count=44456 39260 4420 20967 1327 26024 48028 45854 61374 8363 29309 10513 33961 6655 764 61491 54 32 155 3400 7539 30946 773 839 218077 1506 670 28 22041 2946 2740 internal_value=0 0.00171715 0.000278617 -0.00302919 -0.000249013 -0.000758102 -0.00117205 -0.00265212 -0.00470315 -0.000278035 6.58469e-05 0.00101809 0.000185474 -0.00125462 5.97457e-05 0.0095511 0.0372984 0.0500564 0.000672777 -0.00149443 0.00218165 0.00518867 0.000476784 0.000628203 0.00391153 0.00831865 -0.000518442 -0.00457751 0.000714812 0.00115528 internal_weight=0 1635.95 1125.55 199.203 11416.6 5256.99 4077.4 1535.44 568.588 2541.96 2330.71 1447.37 6159.61 1036.36 685.651 31.11 4.2266 3.39552 1179.58 883.333 823.647 26.8834 5123.26 4831.25 377.938 76.8023 623.725 94.9718 445.709 1063.82 internal_count=734512 71170 26714 5747 663342 348478 303078 115591 69737 187487 158178 102611 314864 89293 63269 1778 241 187 45400 55567 46581 1537 225571 218916 12689 2176 56030 22069 33892 42000 is_linear=0 shrinkage=0.01 Tree=598 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 10 10 11 10 11 1 10 10 1 1 10 11 1 10 3 3 1 1 10 10 10 1 1 1 split_gain=724.115 590.289 59.9565 58.431 65.8966 49.1964 47.2899 38.0751 25.6319 21.2715 20.4557 18.2857 17.8109 17.7545 46.4616 71.6568 32.353 17.1937 17.0419 15.9889 15.7213 19.2362 17.4893 26.0836 15.5835 21.4659 20.6587 44.7305 43.6798 32.0512 threshold=2.269744709337829e-05 0.99991196393966686 8.9378974621467943e-07 -390.49999999999994 6.4350000000000014 0.85901859402656566 4.9450000000000012 3.6650000000000005 0.99998801946640026 5.4450000000000012 0.0012464885949156502 -348.49999999999994 5.9750000000000005 6.1150000000000011 -59.499999999999993 -53.499999999999993 6.1550000000000011 0.98303884267807018 -49.499999999999993 2.9550000000000005 0.87439320388349528 0.88944444444444459 -64.499999999999986 -39.499999999999993 6.3750000000000009 7.1150000000000011 6.7350000000000012 -75.499999999999986 -67.499999999999986 -296.49999999999994 decision_type=2 2 2 10 8 2 10 10 2 10 2 10 10 10 10 10 10 2 10 10 2 2 10 10 10 10 10 10 10 10 left_child=2 3 -1 4 6 7 10 20 19 -8 -2 -4 -11 -7 16 -16 -15 -6 -17 -3 22 -22 -5 -24 -13 26 -26 29 -29 -28 right_child=1 8 11 5 17 13 9 -9 -10 12 -12 24 -14 14 15 18 -18 -19 -20 -21 21 -23 23 -25 25 -27 27 28 -30 -31 leaf_value=-0.0089706109284082222 -0.0049315929296586429 0.0087891316555758145 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47.366461753845215 90.691493298858404 29.62508488073945 234.09516777144745 622.04277124907821 373.53666644496843 6.1910921155940724 59.221332036773674 1.2342574370559298 0.16967639350332309 1.2404780464712528 3.5475616469047968 leaf_count=303487 9183 4979 37893 18944 2912 11450 14218 86830 90601 3173 15720 91912 680 1296 139 235 2512 3671 472 2841 374 2368 8339 4728 885 13728 193 12 149 588 internal_value=0 0.00080279 -0.0068938 0.000158953 -0.00134371 0.000519118 -0.00203854 0.00019489 0.00865093 -0.00533329 -0.00124578 -0.0047792 -0.00177377 0.00226139 0.000424478 -0.00564621 0.00243912 0.00319965 0.000341994 0.0049481 -0.000788633 0.00152391 -0.00105393 -5.5994e-05 -0.00377566 0.000537274 0.012511 0.0254264 0.0749202 0.0108307 internal_weight=0 11682.1 1365.25 10796.4 2087.41 8708.99 1810.52 7342.57 885.704 351.146 1459.38 676.47 113.582 1366.42 379.891 94.6584 285.232 276.889 64.2322 154.363 2562.48 263.72 2298.76 995.579 492.85 71.6044 12.3831 6.19197 1.41015 4.78182 internal_count=734512 285665 448847 187244 49557 137687 42974 121583 98421 18071 24903 145360 3853 16104 4654 846 3808 6583 707 7820 34753 2742 32011 13067 107467 15555 1827 942 161 781 is_linear=0 shrinkage=0.01 Tree=599 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 11 10 10 11 4 2 10 11 1 10 10 1 1 10 6 2 1 4 11 1 10 10 10 6 10 split_gain=714.204 584.004 59.9911 57.3214 64.6837 48.3514 46.6593 37.3154 25.7055 24.6808 27.2101 21.079 20.1915 18.2059 17.5877 17.4419 45.6107 70.5325 32.0851 24.5928 18.7348 30.6855 17.1875 17.0777 16.79 15.9169 15.3849 20.7872 29.8326 17.2693 threshold=2.269744709337829e-05 0.99991196393966686 8.9378974621467943e-07 -390.49999999999994 6.4350000000000014 0.85901859402656566 4.9450000000000012 3.6650000000000005 0.99998801946640026 19.500000000000004 0.72771403353927633 5.4450000000000012 0.0012464885949156502 -348.49999999999994 5.9750000000000005 6.1150000000000011 -59.499999999999993 -53.499999999999993 6.1550000000000011 141.50000000000003 0.89619252873563238 -61.499999999999993 20.500000000000004 0.98303884267807018 -49.499999999999993 2.9550000000000005 6.3750000000000009 7.1150000000000011 7.5000000000000009 6.7350000000000012 decision_type=2 2 2 10 8 2 10 10 2 8 2 10 2 10 10 10 10 10 10 2 2 10 10 2 10 10 10 10 2 10 left_child=2 3 -1 4 6 7 12 -5 25 10 -9 -8 -2 -4 -13 -7 18 -18 -17 20 -20 -22 -14 -6 -19 -3 -15 28 -28 -30 right_child=1 8 13 5 23 15 11 9 -10 -11 -12 14 22 26 -16 16 17 24 19 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0089608479378153905 -0.0049052399266730981 0.0087754044245658899 -0.0074528710056945479 -0.00078102999607123779 0.0019169363618918617 0.002945211632633251 -0.0070017048360336755 -0.0004601224544361592 0.0094248441899750773 0.0010082976921347894 -0.0078619362438157991 -3.6135910718216768e-05 0.0041599477002351431 -0.0044837170067703333 -0.01076062269260398 0.00987686464795259 -0.018166821516709713 0.008946718791094474 0.0031008743446522529 -0.0081180636793866164 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internal_value=0 0.000795618 -0.00687194 0.00015743 -0.001332 0.000514052 -0.00202053 0.00019292 0.0086371 0.000714671 -0.00104319 -0.00530069 -0.00123395 -0.00475397 -0.00175791 0.00224332 0.00042105 -0.00559749 0.00241958 0.000908172 0.00205926 -0.00650866 -0.0008569 0.00317428 0.000338819 0.00492174 -0.00375208 0.000530458 0.0122247 0.0261986 internal_weight=0 11670 1355.96 10791.7 2084.74 8706.92 1808.43 7343.25 878.292 4781.68 684.395 349.782 1458.64 673.296 113.464 1363.67 379.198 94.528 284.67 236.697 209.926 22.7547 1322.79 276.316 64.205 153.643 491.02 71.6464 12.5398 6.88701 internal_count=734512 285665 448847 187244 49557 137687 42974 121583 98421 86830 13378 18071 24903 145360 3853 16104 4654 846 3808 2512 2365 428 15720 6583 707 7820 107467 15555 1827 1150 is_linear=0 shrinkage=0.01 Tree=600 num_leaves=31 num_cat=0 split_feature=10 5 0 6 2 3 3 6 2 5 6 10 5 3 3 6 28 3 2 2 28 6 6 2 4 3 5 2 6 10 split_gain=52.509 22.9591 21.6415 20.612 22.6954 65.4847 30.2991 19.0754 18.4843 18.4457 18.3362 18.0669 14.9465 14.7646 14.6432 14.4665 13.5824 13.4342 22.5668 21.1261 18.425 14.3281 12.9624 11.4056 12.9687 11.196 11.0364 15.4958 11.004 10.9041 threshold=1.3650000000000004 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 0.32444286391654814 0.66028576662392391 0.8185736677115989 143.50000000000003 0.26344707923655292 1.5000000000000002 35.500000000000007 5.0250000000000012 1.5000000000000002 0.95260557053009898 0.94754041967664271 7.5000000000000009 1.0000000180025095e-35 0.68457101658255237 0.31601439496176342 0.3046129374337222 1.0000000180025095e-35 348.50000000000006 1.0000000180025095e-35 0.25092592592592594 29.500000000000004 0.88029850746268667 1.5000000000000002 0.59921259842519692 26.500000000000004 5.4750000000000005 decision_type=10 10 2 2 2 2 2 2 2 8 2 10 10 2 2 2 2 2 2 2 2 2 2 2 10 2 10 2 2 10 left_child=2 29 3 22 6 7 23 15 13 10 -7 -10 25 14 -3 -6 -9 18 19 -13 -21 -20 -1 -5 -25 -8 -24 -28 -17 -2 right_child=1 8 -4 4 5 9 12 16 11 -11 -12 17 -14 -15 -16 28 -18 -19 21 20 -22 -23 26 24 -26 -27 27 -29 -30 -31 leaf_value=0.00018280476883242153 -0.00024741666950325116 0.00039009673557331275 0.0031585242294700677 -0.0061364070307976335 0.0049748640728332315 0.02284908285105984 0.01331058950147985 0.0094405173931377748 -0.0046923786946896076 -0.010404775671991219 0.0051567694552182358 0.17360039104833316 -0.0043302076210321588 -0.0036309974945951248 0.01171363012004439 -0.0046175731574360744 0.046603951344091732 -0.0060527830898976613 -0.00063839095774202324 0.003083389939655764 0.10066225377300572 -0.010224753394729866 -0.0017144045397444797 0.010191381932704364 -0.0031343007434067806 0.0011652428684294457 -0.0050443984972310023 -0.023432095326494901 0.0014905622013316878 0.00056820836247328647 leaf_weight=530.98869110899977 8000.0017584223533 437.48054892942309 614.41935472236946 65.684178942814469 70.618936481652781 25.672070043627173 23.286273160483688 20.632527384441349 249.8042573297862 2.3110053897835305 7.5896913423202923 0.11362255294807144 10.384195262566207 96.205013345577754 11.726230402244253 45.421013889834285 1.032651713117956 55.916977073648013 448.12330390524585 0.7134910321328789 0.26551776577252895 16.153246462228708 55.31743842898868 10.571380058070643 23.623708798317239 11.260265313088892 17.446080796420578 6.216042003594338 84.110908025177196 2061.495834889356 leaf_count=24714 396707 40423 31048 1812 3223 434 402 533 21819 46 284 10 451 6141 473 1562 18 13831 41914 210 7 3785 2381 283 641 467 389 92 2390 138022 internal_value=0 -0.000242793 0.00167806 0.000779367 0.00253675 0.00431853 -0.000630222 0.00229859 -0.00148463 0.016914 0.018812 -0.00248118 0.00618973 -7.57294e-05 0.00068569 0.00133378 0.0112119 -0.00142156 -0.000865094 0.0445278 0.0295478 -0.000971923 -0.000379412 -0.00369818 0.000985322 0.00935188 -0.00415926 -0.00987485 -0.000651286 -8.03036e-05 internal_weight=0 11378 1626.59 1012.17 402.199 257.389 144.81 221.816 1316.5 35.5728 33.2618 771.09 44.9307 545.412 449.207 200.151 21.6652 521.286 465.369 1.09263 0.979009 464.277 609.968 99.8793 34.1951 34.5465 78.9796 23.6621 129.532 10061.5 internal_count=734512 663342 71170 40122 12546 8490 4056 7726 128613 764 718 81576 1320 47037 40896 7175 551 59757 45926 227 217 45699 27576 2736 924 869 2862 481 3952 534729 is_linear=0 shrinkage=0.01 Tree=601 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 47 6 6 5 5 6 6 47 11 47 6 5 6 6 11 6 18 6 11 11 6 5 6 6 split_gain=704.224 585.958 65.2327 37.6328 35.2667 25.7866 20.6084 12.4399 11.3299 15.2061 10.7521 13.3115 15.6982 10.2649 9.96631 7.74307 16.517 8.56986 7.57291 9.06141 7.9977 7.56815 7.55831 8.413 10.2167 7.47411 8.71537 15.1885 7.4948 11.5887 threshold=9.9121775747335067e-06 0.99991196393966686 0.0012464885949156502 6.6738297732626972e-07 0.96394401788711548 0.99998801946640026 1.0000000180025095e-35 309.50000000000006 135.50000000000003 2.5000000000000004 2.5000000000000004 84.500000000000014 410.50000000000006 1.0000000180025095e-35 0.49114476144313818 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 205.50000000000003 247.50000000000003 0.007890905253589103 115.50000000000001 1.0000000180025095e-35 1931.5000000000002 8.7036307377275093e-05 2.6687078388931699e-05 92.500000000000014 3.5000000000000004 378.50000000000006 94.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 8 10 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 10 2 2 left_child=3 2 6 -1 10 7 22 -3 -6 -10 14 -12 18 -5 15 -4 17 -17 -13 20 -20 -18 23 -2 -25 26 -24 28 29 -28 right_child=1 5 4 13 8 -7 -8 -9 9 -11 11 12 -14 -15 -16 16 21 -19 19 -21 -22 -23 25 24 -26 -27 27 -29 -30 -31 leaf_value=-0.0090921951850959654 -0.0041246595688983582 0.0055296847704440454 -0.00056879580367813867 -0.0073743274807670693 0.002238554223788599 0.0094168829842152923 -0.0010747704634216312 -0.0078979017845629777 0.00028616331512086146 -0.010998557466331429 -0.0014656524396697466 0.001598511196066861 -0.0083777312295155535 -0.0044564302530470347 0.00093485309945544911 -0.00088229728363882519 0.0010406510731057353 0.0009447884359542136 -0.0040250326748201507 0.0046018371247793597 0.020607938728049606 -0.00055516285073509185 0.0033936964636186329 0.094399369605990102 -0.010143044070448089 -0.0014901829323849169 0.065147180300717533 0.096516965204861069 0.064132690210806212 -0.010094728969347287 leaf_weight=629.55436617403757 372.85017554974183 145.63225533161312 1362.9790054354817 185.34895144635811 1192.3582006078213 717.7027018237859 1306.406659086002 7.242661145515739 93.032607256434858 13.699219040572642 650.71393461851403 46.840941693633795 11.37026654742658 344.92903177626431 1841.25769004412 1232.596009477973 2105.0058756414801 324.25070599839091 1.5965226325206439 23.774699740577489 7.5565409217961133 346.03709119558334 5.1821894447784862 0.19132493319921096 0.18279374367557466 32.074210724327713 0.25984517484903313 0.28101102705113579 0.26940823788754631 0.96451230766251683 leaf_count=284791 36010 7703 18562 44117 20557 90601 84134 117 884 67 7278 822 222 90810 11942 8194 17142 2566 67 313 76 4264 729 24 22 2271 2 27 40 158 internal_value=0 0.000725813 9.92265e-05 -0.00743901 0.000431539 0.00862258 -0.00168991 0.00489353 0.00195915 -0.00116225 0.000182042 -0.000964336 0.00261496 -0.00547633 0.00029996 8.23042e-05 0.000303726 -0.000501763 0.00418186 0.00785677 0.0163113 0.000815355 -0.00363923 -0.0040771 0.0433201 0.000547824 0.0099438 0.0290695 0.0163811 0.00587385 internal_weight=0 11842.3 10971.7 1159.83 9253.07 870.578 1718.66 152.875 1299.09 106.732 7953.98 741.853 91.139 530.278 7212.13 5370.87 4007.89 1556.85 79.7687 32.9278 9.15306 2451.04 412.255 373.224 0.374119 39.0312 6.95697 1.77478 1.49377 1.22436 internal_count=734512 314794 216373 419718 92956 98421 123417 7820 21508 951 71448 8778 1500 134927 62670 50728 32166 10760 1278 456 143 21406 39283 36056 46 3227 956 227 200 160 is_linear=0 shrinkage=0.01 Tree=602 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 47 4 3 6 11 11 3 2 2 6 2 6 5 3 2 2 6 4 4 6 6 6 5 2 split_gain=694.987 579.628 64.0172 37.7079 34.6312 25.8571 20.3225 13.2764 13.2024 15.8895 13.0833 14.2452 19.7382 44.1253 13.7901 12.225 16.58 11.1258 14.8866 10.9264 18.0327 19.942 16.3399 16.2278 13.3621 12.3069 11.7289 11.2669 10.6892 11.4115 threshold=9.9121775747335067e-06 0.99991196393966686 0.0012464885949156502 6.6738297732626972e-07 0.96394401788711548 0.99998801946640026 1.0000000180025095e-35 18.500000000000004 0.83889506859473506 19.500000000000004 1.2318992958171295e-05 1.1376555448805449e-05 0.97156334231805941 0.05298245614035086 1.0000000180025095e-35 309.50000000000006 0.34556677890011228 135.50000000000003 2.5000000000000004 0.48492424242424242 0.49882629107981225 0.44018348623853215 12.500000000000002 27.500000000000004 28.500000000000004 35.500000000000007 4.5000000000000009 1.0000000180025095e-35 4.5000000000000009 0.25092592592592594 decision_type=2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 8 10 2 2 2 8 2 left_child=3 2 6 -1 19 15 -2 -8 -9 -10 11 14 13 -13 -11 -3 -17 -6 -19 23 21 22 28 -4 -24 -26 27 -22 -21 -30 right_child=1 5 4 -5 17 -7 7 8 9 10 -12 12 -14 -15 -16 16 -18 18 -20 20 26 -23 24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.0090834208666034314 -0.0036153210077600187 0.0055029396798560578 -0.0018110041867771198 -0.0054511286949028006 0.0022196345007831249 0.0094091510804107797 -0.0041350949139159496 -0.001174463439927076 -0.00026635470474635882 0.089172195507612587 0.0052991382558599687 0.29678149211918936 -0.010119492305404312 0.053540840496617836 -0.00089838857107393322 -0.026896869543785149 0.0041257939201372875 0.00028334711784341399 -0.010877290484002535 -4.9168606066460006e-05 0.00057559954828214689 -0.0022804612706978527 0.002618618534462424 5.7083118354062318e-05 0.0023657857890364347 -0.00019631388594821316 -0.00066755137615456665 0.0032584733207065186 -0.0015420097497388383 -0.013170600061433902 leaf_weight=623.88926749711391 410.84865569043905 144.88042961945757 559.7018122584559 527.41732116497587 1190.5057541904971 711.14242094242945 127.14235855452716 1003.959149627015 118.21781347203068 0.20141735533252259 53.871123277582228 0.097769789630547055 0.19859651802107692 0.31441302387975156 1.0890994777437297 2.7944497857242814 4.4921971559524536 93.017766943201423 13.71335533261299 2066.1158391870558 235.95207090489566 299.35418377816677 472.13220821227878 2748.6937352577224 263.92696822946891 647.27153085870668 157.11329905688763 465.04387345910072 25.467224756255746 12.621231704950331 leaf_count=284791 39283 7703 5050 134927 20557 90601 9409 65270 5523 19 3626 19 18 63 187 26 91 884 67 17879 1790 3428 4364 23363 2523 7697 1641 3396 203 114 internal_value=0 0.000719332 9.82742e-05 -0.00741946 0.000427337 0.0086086 -0.0016757 -0.0010651 -0.000733739 0.00180933 0.00620904 0.0319902 0.071778 0.111238 0.0131594 0.00486728 -0.00777149 0.00194234 -0.00115063 0.000180232 0.000493041 0.000196443 0.000409049 -0.000258953 0.00125325 0.000545794 0.00180195 0.00235543 -0.00014594 -0.00539533 internal_weight=0 11829.9 10966.6 1151.31 9250.63 863.309 1715.94 1305.09 1177.95 173.99 55.7724 1.9013 0.610779 0.412183 1.29052 152.167 7.28665 1297.24 106.731 7953.39 4645 3786.89 3487.54 3308.4 1383.33 911.198 858.109 700.996 2104.2 38.0885 internal_count=734512 314794 216373 419718 92956 98421 123417 84134 74725 9455 3932 306 100 82 206 7820 117 21508 951 71448 43035 36208 32780 28413 14584 10220 6827 5186 18196 317 is_linear=0 shrinkage=0.01 Tree=603 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 11 10 10 11 10 1 10 6 10 2 6 2 2 10 6 10 2 11 1 1 2 10 10 split_gain=685.857 573.369 62.8242 42.0014 43.1478 38.2184 37.7809 35.5663 34.8666 30.0621 25.92 23.552 23.282 19.1692 23.2687 19.1091 18.7373 18.3506 19.6443 81.6972 56.5573 31.8356 24.127 17.8246 17.5825 17.4675 36.5787 65.2874 38.2726 17.4131 threshold=9.9121775747335067e-06 0.99991196393966686 0.0012464885949156502 -8.4999999999999982 1.3650000000000004 -351.49999999999994 6.6738297732626972e-07 0.92614999413490307 2.5250000000000004 7.995000000000001 0.99998801946640026 5.285000000000001 -85.499999999999986 3.9350000000000005 158.50000000000003 2.6150000000000007 0.87596153846153857 36.500000000000007 0.65419580419580436 0.68208556149732635 6.6150000000000011 45.500000000000007 5.3150000000000004 0.61925832279814597 0.96394401788711548 -20.499999999999996 -11.499999999999998 0.040202020202020204 5.8950000000000005 5.7950000000000008 decision_type=2 2 2 8 10 10 2 2 10 8 2 10 10 10 2 10 2 2 2 2 10 2 10 2 2 10 10 2 8 10 left_child=6 2 5 7 24 9 -1 8 12 -2 -3 -7 23 14 16 -10 -6 25 -19 20 21 -20 -21 -4 -5 -13 28 -28 -27 -15 right_child=1 10 3 4 13 11 -8 -9 15 -11 -12 17 -14 29 -16 -17 -18 18 19 22 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.0090745797774724746 -0.0059625135775065929 0.0048414853536598284 -0.002329226551014391 0.0012295764437224167 -0.0015206204926670522 -0.0017422183317938895 -0.0054259213386878722 0.0024391367968165083 0.0051182585901243362 0.0045474139813148316 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0.52115899324417103 73.895552564412355 leaf_count=284791 29935 7820 934 2302 7510 68398 134927 14203 664 482 90601 14840 4442 12841 635 43055 613 8063 17 25 17 82 539 378 4573 97 6 897 19 806 internal_value=0 0.000712865 9.73219e-05 0.000423147 -0.00091323 -0.00166161 -0.00739982 0.000762967 0.000475206 -0.00490254 0.00859468 -0.000973305 -0.00134527 -0.00156656 -0.000618089 0.000779535 -0.00109607 0.00119424 0.00469512 0.0193245 0.0886145 0.0432994 0.00537282 -0.00428299 0.002609 -0.000222328 0.0136035 0.0019214 0.0490577 -0.00284437 internal_weight=0 11818.1 10962 9248.8 1875.03 1713.25 1142.86 7373.76 6293.34 300.12 856.1 1413.13 901.374 1581.66 907.818 5391.96 833.521 370.029 106.594 8.45103 1.41643 0.935389 7.0346 207.631 293.377 263.435 8.83161 6.64281 2.1888 673.838 internal_count=734512 314794 216373 92956 29280 123417 419718 63676 49473 30417 98421 93000 5754 22405 8758 43719 8123 24602 8743 680 116 99 564 1312 6875 15859 1019 903 116 13647 is_linear=0 shrinkage=0.01 Tree=604 num_leaves=31 num_cat=0 split_feature=5 7 1 1 6 3 0 1 1 3 1 5 1 6 1 6 1 3 5 1 6 3 1 6 3 1 1 6 6 3 split_gain=33.3113 13.3405 12.214 28.451 21.1251 22.9657 13.5108 20.8078 23.121 12.4089 11.999 11.5248 11.2918 33.1297 15.633 13.2987 17.784 24.2105 17.2779 86.3777 56.4524 11.0102 13.0684 10.929 10.9152 11.2032 10.7154 16.9393 10.3114 15.6345 threshold=2.5000000000000004 1.0000000180025095e-35 -344.49999999999994 -361.49999999999994 383.50000000000006 0.65235814296241723 1.0000000180025095e-35 -35.499999999999993 -38.499999999999993 0.80969148222669363 -358.49999999999994 5.5000000000000009 -34.499999999999993 102.50000000000001 -48.499999999999993 5.5000000000000009 -62.499999999999993 1.0000000180025095e-35 15.500000000000002 -103.49999999999999 75.500000000000014 0.58214066653036201 -223.49999999999997 29.500000000000004 1.0000000180025095e-35 -337.49999999999994 -19.499999999999996 1.5000000000000002 53.500000000000007 1.0000000180025095e-35 decision_type=10 10 8 10 2 2 2 10 10 2 10 10 10 2 10 2 10 2 8 10 2 2 8 2 2 10 10 2 2 2 left_child=1 28 3 -2 9 -6 12 8 11 10 -5 21 14 26 15 -4 18 23 -17 -20 -21 22 24 -18 25 -8 -14 -28 -1 -30 right_child=2 -3 6 4 5 -7 7 -9 -10 -11 -12 -13 13 -15 -16 16 17 -19 19 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.00029815685267811534 -0.0041194022161830379 0.015460922339892777 -0.00074328316956496837 0.01205318060245263 -0.010313490008871893 0.13196741782818994 -0.020725408154479902 -0.013257362146261146 0.012361758622335716 0.015020522143370083 -0.00132134074556644 0.0038001763899289994 -0.0081677499058385276 0.021174625389104609 -0.0079880952712136841 -0.0039028975754573036 -0.018911496758063959 -0.0019997166766265277 -0.010055085574492464 0.31232791429713458 0.048506167946958022 0.0022823217987204907 -0.0054625296394405897 0.013693850821809427 -0.0061229276747565209 0.0057095665085832763 -0.013262429640198374 0.023490730484663085 -0.0073076999848328428 -0.00038527143165271554 leaf_weight=9642.9716508126003 37.047831304720603 5.7047841260209671 402.00026235799305 10.405525819049215 0.1904758446617042 0.28051811398472637 1.6892063701525284 10.925513349007813 16.300015898887068 13.497615381958893 18.877028652816083 61.885392027674243 12.830009927856738 8.0193355188239348 47.751821529353037 481.17846686718985 1.0951849422417606 46.588778173434548 1.1631804732605813 0.15504661435261269 0.17007867048960179 61.237514415290207 76.329424876137637 16.764121644664556 14.165071550407445 31.481934747891504 2.0874745476758134 3.1408427855931222 33.202237388351932 1881.0031102127396 leaf_count=449413 3801 213 24312 288 29 26 26 361 315 293 1357 2626 974 385 3208 71545 12 12739 51 27 15 2497 3499 803 653 805 90 259 715 153175 internal_value=0 0.000172621 -0.0014726 0.00231208 0.00782112 0.0744272 -0.00170692 0.000265124 0.000826685 0.00708781 0.00343128 6.481e-05 -0.00223517 0.00426073 -0.0024051 -0.00212421 -0.00313887 0.00179508 -0.00379767 0.0302219 0.174318 -0.00118538 -0.00290254 0.0116944 0.00122543 0.00436339 -0.00325039 0.00881655 0.000165074 -0.000505342 internal_weight=0 11562.9 1377.26 80.299 43.2512 0.470994 1296.96 274.014 263.089 42.7802 29.2826 246.789 1022.94 26.0777 996.867 949.115 547.115 64.4481 482.667 1.48831 0.325125 184.903 123.666 17.8593 47.3362 33.1711 18.0583 5.22832 11557.2 1914.21 internal_count=734512 603516 130996 5794 1993 55 125202 10782 10421 1938 1645 10106 114420 1708 112712 109504 85192 13554 71638 93 42 7480 4983 815 1484 831 1323 349 603303 153890 is_linear=0 shrinkage=0.01 Tree=605 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 5 11 38 28 5 2 2 2 11 4 2 2 5 11 5 5 11 2 2 4 5 2 11 2 2 split_gain=676.459 567.148 64.831 41.3122 37.8516 17.065 14.8639 11.291 11.3308 10.0254 25.6898 11.5142 10.3194 9.74284 8.76927 8.7401 11.4231 8.49859 8.15187 7.87501 13.1346 8.793 8.28029 7.44315 7.39993 8.6883 8.22433 7.24525 6.99683 6.77417 threshold=9.9121775747335067e-06 0.99997669458389293 0.0038593490608036002 0.98303884267807018 6.6738297732626972e-07 3.5000000000000004 0.00014531796477960005 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 0.25092592592592594 0.20091743119266059 0.89619252873563238 0.99999910593032848 42.000000000000007 0.34556677890011228 0.98728813559322048 8.5000000000000018 0.36455024778842932 7.5000000000000009 6.5000000000000009 0.85901859402656566 0.79193722943722955 0.23562458691341701 22.500000000000004 5.5000000000000009 0.34387500000000004 0.99981766939163219 0.062895569620253167 0.62532051282051293 decision_type=2 2 2 2 2 8 2 2 2 10 2 2 2 2 10 2 2 10 2 10 8 2 2 2 8 10 2 2 2 2 left_child=4 2 6 7 -1 27 -2 8 9 14 11 -11 19 17 18 -10 -17 -3 -4 20 22 -21 29 -13 26 -26 -7 -5 -27 -12 right_child=1 13 3 5 -6 24 -8 -9 15 10 12 23 -14 -15 -16 16 -18 -19 -20 21 -22 -23 -24 -25 25 28 -28 -29 -30 -31 leaf_value=-0.0090652721368585185 -0.0025032537193625352 0.007140737659639726 -2.9632640031866373e-05 0.0023494166058670154 -0.0053997569120256455 0.0090230078281892043 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10.06966868881136 9.2279450995847565 43.073990229517221 8.1285703014582378 15.496267465874553 175.29762444039807 27.076096318196505 44.005161055829376 leaf_count=284791 81740 13723 34823 15071 134927 195 57537 331 1111 1287 1490 149 195 79437 33 1259 79 109 16545 154 30 12 92 94 487 179 352 7198 564 518 internal_value=0 0.000706278 0.000137757 0.000548414 -0.00737924 0.00233636 -0.00128962 0.000279402 0.000247513 0.000158975 -0.00136357 0.0014156 -0.003632 0.0091573 0.00025232 0.0019732 0.000476305 0.0069694 0.000243245 -0.00279089 -0.00225726 -0.0103802 -0.00272089 0.00781712 -0.00147894 -0.00305449 0.00294554 0.00273454 0.000630642 -0.00325387 internal_weight=0 11804.3 11060.2 8589.14 1134.14 1123.3 2471.11 7465.84 7415.97 7054.06 407.492 183.131 224.362 744.05 6646.57 361.915 187.73 159.814 6642.42 194.452 181.678 12.7743 176.432 24.3601 106.153 78.2787 27.8748 1017.15 35.2047 166.362 internal_count=734512 314794 221525 82248 419718 24046 139277 58202 57871 55422 4021 1530 2491 93269 51401 2449 1338 13832 51368 2296 2130 166 2100 243 1777 1230 547 22269 743 2008 is_linear=0 shrinkage=0.01 Tree=606 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 1 1 6 6 1 6 2 2 47 6 6 1 1 11 1 1 2 2 2 1 6 11 11 split_gain=667.558 561.334 63.5974 42.8702 40.5945 40.0135 37.9207 19.3369 23.2154 24.2281 16.7026 26.608 15.7253 15.826 12.7482 12.2355 20.2758 20.0132 18.1941 16.4162 12.2812 11.4317 10.9726 11.9652 21.3493 10.8032 16.9261 10.3303 9.80253 9.19053 threshold=9.9121775747335067e-06 0.99997669458389293 0.0038593490608036002 -7.4999999999999991 0.98303884267807018 -1.0000000180025095e-35 6.6738297732626972e-07 -124.49999999999999 -128.49999999999997 3.5000000000000004 141.50000000000003 -371.49999999999994 193.50000000000003 0.88478556841388711 0.031331806282722509 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 -297.49999999999994 -89.499999999999986 0.6303343176841737 -348.49999999999994 -353.49999999999994 0.58374587458745886 0.3322510822510823 0.61138079827400227 -23.499999999999996 1931.5000000000002 0.99999910593032848 0.00010596349238765002 decision_type=2 2 2 8 2 8 2 10 10 2 2 10 2 2 2 2 2 2 10 10 2 10 10 2 2 2 10 2 2 2 left_child=6 2 3 -2 5 15 -1 8 10 -10 -6 -12 13 -7 -14 17 18 -4 -17 -18 25 -8 23 24 -19 -21 -27 -5 -3 -29 right_child=1 28 4 27 7 12 21 -9 9 -11 11 -13 14 -15 -16 16 19 22 -20 20 -22 -23 -24 -25 -26 26 -28 29 -30 -31 leaf_value=-0.0090562928641105024 -0.00074205874835053787 0.0069461285672960272 0.0032681134892170189 -0.0045695342270312246 0.0017583348758950649 -0.0017820938282869455 -0.0077751554618589762 0.0037778649148253046 -0.050036462392834373 -0.00029311800336218063 0.0010205526258704855 -0.014996744349414582 0.022948264510423973 0.0024637926919882382 0.0025319178586246417 0.0027651850090440943 -0.00015693377472825258 -0.0033764660944004309 -0.00061600960498312907 0.0013464895391486328 0.0028258420504044192 -0.0044568031048748047 -0.00067583769366639634 -0.0048811592364666374 0.016637511577062135 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13.0497 13.1345 12.4214 17.8657 19.9071 threshold=2.5000000000000004 0.25092592592592594 -346.49999999999994 -361.49999999999994 -19.499999999999996 42.000000000000007 29.500000000000004 0.44487847222222227 3.5000000000000004 9.5000000000000018 6.5000000000000009 -33.499999999999993 -34.499999999999993 26.500000000000004 1.0000000180025095e-35 -62.499999999999993 0.79361054766734285 0.69789381307591059 0.69261053906723202 1.5000000000000002 -239.49999999999997 -35.499999999999993 -36.499999999999993 107.50000000000001 28.500000000000004 -83.499999999999986 0.45848997493734339 0.64334637964774966 -156.49999999999997 -189.49999999999997 decision_type=10 2 8 10 10 10 10 2 10 8 10 10 10 2 2 10 2 2 2 2 10 10 10 2 10 8 2 2 10 10 left_child=5 2 3 -2 8 9 -6 -8 -3 10 20 12 13 21 23 17 -17 18 -10 -18 -1 22 -4 -11 -25 27 -27 -26 29 -29 right_child=1 4 11 -5 6 -7 7 -9 15 14 -12 -13 -14 -15 -16 16 19 -19 -20 -21 -22 -23 -24 24 25 26 -28 28 -30 -31 leaf_value=0.0032969344611810986 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576.505 242.757 27.3224 19.5447 internal_count=734512 130996 47352 1709 83644 603516 334 210 83310 603251 51471 45643 45156 45047 551780 49651 7611 42040 36549 1015 28306 22703 22570 551097 97847 70140 46264 23876 2014 1371 is_linear=0 shrinkage=0.01 Tree=608 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 10 11 10 1 10 10 10 10 10 1 1 5 10 1 1 1 1 4 10 1 1 1 4 11 split_gain=658.303 555.457 62.2911 42.3327 39.8954 39.2907 39.0538 37.9895 30.2016 32.274 26.539 26.3423 22.2267 27.661 21.8489 29.3182 63.2789 30.028 21.6762 19.5898 20.7573 18.0157 15.8638 14.964 14.9418 14.8557 14.781 33.2297 38.601 26.3399 threshold=9.9121775747335067e-06 0.99997669458389293 0.0038593490608036002 -7.4999999999999991 0.98303884267807018 -1.0000000180025095e-35 2.5250000000000004 6.6738297732626972e-07 2.1050000000000004 -204.49999999999997 2.2150000000000003 5.285000000000001 5.7250000000000005 4.9450000000000012 6.1150000000000011 -59.499999999999993 -52.499999999999993 1.5000000000000002 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36.9596 18.8704 22.5138 22.441 16.2795 25.8233 13.7085 15.6144 17.0037 23.821 16.3206 11.4706 10.7008 22.9688 15.5571 16.8774 22.2454 19.5485 22.4218 24.6022 18.1184 16.2813 14.3196 12.9291 threshold=9.9121775747335067e-06 0.99997669458389293 0.0012464885949156502 0.98303884267807018 -1.0000000180025095e-35 6.6738297732626972e-07 -351.49999999999994 -124.49999999999999 -128.49999999999997 3.5000000000000004 141.50000000000003 -371.49999999999994 0.88478556841388711 161.50000000000003 0.16291708796764406 233.50000000000003 1.0000000180025095e-35 -348.49999999999994 1.0000000180025095e-35 -255.49999999999997 0.51408730158730165 0.49184758529020828 0.34161778326644027 0.31296641791044782 40.500000000000007 15.500000000000002 -74.499999999999986 -285.49999999999994 0.010294413659721552 0.51042118975249684 decision_type=2 2 2 2 8 2 10 10 10 2 2 10 2 2 2 2 2 10 2 10 2 2 2 2 2 2 10 8 2 2 left_child=5 2 6 4 18 -1 -2 8 10 -10 -5 -12 13 16 15 -15 -6 -7 19 -4 21 22 23 -20 25 -25 27 -27 -28 -23 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1703.35 1116.37 618.63 4.00702 614.623 45.9185 1478.08 1379.02 93.7622 13.3664 1285.26 513.288 6744.07 2559.56 4184.51 3136.58 2627.33 1980.72 217.89 146.75 57.1221 26.532 30.5901 509.249 internal_count=734512 314794 221525 98108 74062 419718 123417 24046 14171 55 14116 517 20744 19724 1640 175 18084 134927 53318 17951 35367 25978 22316 15743 1860 1113 412 214 198 3662 is_linear=0 shrinkage=0.01 Tree=610 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 5 1 6 2 6 0 2 5 5 2 0 6 1 6 6 1 5 4 6 6 1 6 2 split_gain=641.039 544.077 60.4525 48.8509 38.1179 35.1903 38.7812 29.5139 23.8879 18.0156 17.8617 19.1896 15.2956 14.0662 13.8054 12.3865 20.7099 15.2844 14.7963 13.8835 13.2042 12.41 12.1805 11.5958 12.136 15.744 19.7859 11.4379 10.9765 14.8634 threshold=9.9121775747335067e-06 0.99997669458389293 0.017575767822563603 -39.499999999999993 6.6738297732626972e-07 -8.4999999999999982 0.99188911914825451 3.5000000000000004 -26.499999999999996 50.500000000000007 0.88478556841388711 193.50000000000003 1.0000000180025095e-35 0.52217305801376612 1.5000000000000002 4.5000000000000009 0.14337101747173689 1.0000000180025095e-35 1.0000000180025095e-35 -35.499999999999993 500.50000000000006 2.5000000000000004 -74.499999999999986 1.5000000000000002 27.500000000000004 1.0000000180025095e-35 2.5000000000000004 -348.49999999999994 317.50000000000006 0.26699669966996703 decision_type=2 2 2 8 2 8 2 10 10 2 2 2 2 2 10 10 2 2 2 10 2 2 10 10 10 2 2 10 2 2 left_child=4 2 3 14 -1 6 15 28 -5 -9 11 12 23 -14 -2 17 19 20 -19 21 -4 -17 -20 -7 -25 -26 -27 -6 -8 -30 right_child=1 -3 5 8 27 10 7 9 -10 -11 -12 -13 13 -15 -16 16 -18 18 22 -21 -22 -23 -24 24 25 26 -28 -29 29 -31 leaf_value=-0.0090284509749400371 0.00017894407299919818 0.0091168874695275511 0.0012182613416225436 -0.0035801600272850021 -0.0077257186671372468 -0.0025687323529277246 0.004628784463235126 -0.00070759449472104514 0.0013136867783331843 -0.016219512608391801 0.0032049236737945676 0.0039241991254621248 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leaf_count=284791 66731 93269 21684 44825 34292 9335 10110 1296 4653 42 1874 1006 6611 500 39064 198 424 4060 1495 29 286 104 1906 1106 1929 303 1776 100635 26 152 internal_value=0 0.000681051 0.000132378 -0.000912558 -0.00729835 0.000656548 0.00103181 0.0034854 -0.0029516 -0.00258725 -0.0006193 -0.000898896 -0.00115448 0.000377831 -0.000262767 0.000753514 -0.00247664 0.000828689 -0.000113071 0.00218895 0.00115426 0.00379867 0.0010533 -0.0018297 -0.000300671 -0.00122342 -0.00351833 -0.00529745 0.00432543 -0.00279371 internal_weight=0 11754.9 11037 3687 1101.11 7350.05 5679.55 578.569 891.01 70.3076 1670.51 1556.69 1478.35 452.182 2795.99 5100.98 116.014 4984.96 1280.61 52.2727 3704.35 47.6262 588.127 1026.17 334.373 270.836 142.097 510.596 508.262 20.7725 internal_count=734512 314794 221525 155273 419718 66252 41812 11626 49478 1338 24440 22566 21560 7111 105795 30186 755 29431 7461 331 21970 302 3401 14449 5114 4008 2079 134927 10288 178 is_linear=0 shrinkage=0.01 Tree=611 num_leaves=31 num_cat=0 split_feature=10 1 1 1 2 1 10 1 10 10 10 2 2 5 1 5 1 3 10 2 28 3 3 10 10 1 2 0 10 3 split_gain=45.9583 68.6088 26.2957 40.6799 28.1233 24.0161 25.9307 51.975 34.5028 58.9892 27.5693 26.3926 32.7159 24.0035 23.827 23.7281 35.1298 29.8249 21.8183 19.523 19.3051 18.9791 18.2822 18.1667 30.6652 18.0662 17.9464 16.4501 18.5369 15.5925 threshold=1.3650000000000004 -361.49999999999994 -89.499999999999986 -125.49999999999999 0.63582887700534763 -122.49999999999999 3.2350000000000008 -129.49999999999997 4.995000000000001 6.5450000000000008 5.0650000000000004 0.61138079827400227 0.63673020527859248 1.5000000000000002 -253.49999999999997 1.5000000000000002 -251.49999999999997 0.8238526179702651 5.7950000000000008 0.25092592592592594 1.0000000180025095e-35 0.96992311171415657 0.64530791788856312 2.5250000000000004 2.6150000000000007 -103.49999999999999 0.58374587458745886 1.0000000180025095e-35 1.0000000180025095e-35 0.8185736677115989 decision_type=10 10 10 10 2 10 10 8 10 10 10 2 2 10 10 10 10 2 10 2 2 2 2 10 10 10 2 2 8 2 left_child=1 27 3 -3 -5 6 14 10 26 11 20 13 18 -10 21 16 17 -12 -13 -16 -8 -2 -15 -7 -25 -6 -9 28 -1 -4 right_child=5 2 29 4 25 23 7 8 9 -11 15 12 -14 22 19 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0024349988254628767 0.0014156641226602661 -6.9752296927015817e-05 0.00046705005088803873 -0.0024895544256733704 -0.03146679628032574 -0.002179045511082224 -0.0023874812399215461 -0.00070538701304345003 -0.0094887143943260706 0.0029018046473432662 0.0045392599735183913 -0.0035119163365816492 -0.0045298805793315914 -0.0073935014752878822 0.002560809741427068 -0.00075968543442824876 -0.00047887462784682657 -0.0027343371019245043 0.016961560060739306 -0.0064449734096859194 0.0015899549467563454 -0.0041958506953075651 -0.00039706938583130723 0.0054608031095473063 0.00021932188144432573 -0.012592240303885513 -0.0040590847284627616 0.0070456328545189162 0.0043369115084715918 0.0046956295005102927 leaf_weight=47.991359150968492 973.61087079974823 134.87089785188437 816.15210631419905 27.529542381409556 6.2661253539845339 305.64966208790429 702.42403237521648 738.08277062140405 208.46695219236426 88.254095652373508 401.96664357965346 8.3584020391572285 78.091015095124021 83.203431186615489 34.414405526593328 773.39113508851733 414.7294202077901 65.57016060652677 13.797876786557024 80.093802129733376 147.68720049411058 64.249187968438491 67.769094817456789 113.86012599663809 5670.6671066628187 26.593716002069414 203.57050599565264 185.70724827889353 256.27208919567056 97.634122393792495 leaf_count=2029 40302 4420 18660 956 68 7169 48785 33728 26671 8363 19538 1120 8222 15091 1203 70533 35376 5164 142 2197 8091 1698 10128 1623 306072 303 12126 20273 22154 2307 internal_value=0 0.00158387 0.000207065 -0.003124 -0.00994522 -0.000228065 -0.000730889 -0.00111206 -0.00259136 -0.00458649 -0.000232665 -0.00602415 -0.00148696 -0.00728956 0.000590655 0.00051895 0.0016398 0.00351917 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threshold=9.9121775747335067e-06 0.99997669458389293 0.0012464885949156502 0.98303884267807018 6.6738297732626972e-07 1.0000000180025095e-35 3.5000000000000004 37.500000000000007 1.0000000180025095e-35 369.50000000000006 1.5000000000000002 1.0000000180025095e-35 0.99999910593032848 0.254873737692833 8.5000000000000018 0.99641901254653942 1.0000000180025095e-35 432.50000000000006 0.99998801946640026 1.0000000180025095e-35 1931.5000000000002 7.1725527959642945e-05 2.6687078388931699e-05 92.500000000000014 3.5000000000000004 1955.0000000000002 1.5000000000000002 6.5005788201233386e-05 1074.5000000000002 1451.5000000000002 decision_type=2 2 2 2 2 2 8 2 2 2 10 2 2 2 10 2 2 2 2 2 2 2 2 2 10 10 10 2 2 2 left_child=4 2 5 13 -1 19 8 -8 -5 15 -11 -6 14 -4 17 -10 -15 -3 -19 20 -2 -22 23 -21 -25 26 27 28 -7 -30 right_child=1 12 3 6 11 25 7 -9 9 10 -12 -13 -14 16 -16 -17 -18 18 -20 22 21 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.00901861716368434 -0.0039535211165340027 0.0072730685959874197 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internal_count=734512 314794 221525 98108 419718 123417 24046 1777 22269 10461 145 134927 93269 74062 13832 10316 21190 13723 59 39283 36056 46 3227 956 227 84134 84132 52963 24972 135 is_linear=0 shrinkage=0.01 Tree=613 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 10 11 10 3 1 1 10 1 10 10 11 10 11 10 10 11 4 1 0 2 10 10 10 1 split_gain=623.455 532.205 58.1902 47.7207 38.2746 34.4677 47.1957 37.5942 32.1481 27.2924 26.6076 33.0355 25.7428 23.41 22.919 22.6729 24.1959 21.4007 18.2158 17.7451 17.5689 15.9958 15.5819 15.35 14.7629 14.5565 16.5937 13.9943 13.7983 24.4277 threshold=9.9121775747335067e-06 0.99997669458389293 0.017575767822563603 -39.499999999999993 6.6738297732626972e-07 -8.4999999999999982 7.1650000000000009 0.99188911914825451 2.5250000000000004 0.54186137071651097 -89.499999999999986 -125.49999999999999 3.3950000000000005 -26.499999999999996 4.9450000000000012 5.4450000000000012 0.99991196393966686 5.0850000000000009 0.76014459133148204 5.6250000000000009 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internal_value=0 0.000668497 0.000130002 -0.000896196 -0.00725607 0.000644401 -0.000619461 0.00101581 0.000742479 -0.00146769 -0.00322003 -0.00840567 -0.000254588 -0.00291692 -0.00124926 -0.00392501 -0.00623221 0.00130208 -0.0155625 0.00343941 0.00102769 0.00387395 0.000218036 -0.00584467 -0.00220427 -0.00640445 0.00296336 -0.00740229 0.000563529 0.00305108 internal_weight=0 11727.9 11023.5 3680.7 1084.59 7342.78 1667.72 5675.06 5099.9 582.9 352.029 77.2372 2793.67 887.029 1462.7 262.636 162.46 114.535 35.1474 575.162 4517 205.015 2248.59 160.838 545.08 155.725 14.9907 140.734 1918.17 199.764 internal_count=734512 314794 221525 155273 419718 66252 24440 41812 30186 3648 2208 466 105795 49478 17473 4160 3123 4653 197 11626 26538 6967 87870 3098 17925 3071 172 2899 74604 5700 is_linear=0 shrinkage=0.01 Tree=614 num_leaves=31 num_cat=0 split_feature=7 6 38 1 1 1 6 6 3 3 6 6 6 3 6 3 6 6 1 3 3 6 1 1 3 1 6 1 3 1 split_gain=14.3998 14.151 9.48958 9.17415 20.054 14.6348 50.6825 43.8508 26.7533 23.8599 20.8341 34.4064 21.5591 35.2102 15.5151 14.5014 12.4803 11.4723 23.5331 13.2954 19.411 10.4306 11.5821 13.0532 23.7677 10.3685 11.9522 10.3387 26.3248 28.0526 threshold=1.0000000180025095e-35 416.50000000000006 1.0000000180025095e-35 -64.499999999999986 -60.499999999999993 -65.499999999999986 29.500000000000004 27.500000000000004 0.69967320261437915 0.29429808733309276 17.500000000000004 9.5000000000000018 10.500000000000002 0.68703358208955234 15.500000000000002 0.94469928644240586 40.500000000000007 1.5000000000000002 -122.49999999999999 0.94469928644240586 0.93323201621073981 1.0000000180025095e-35 -56.499999999999993 -57.499999999999993 0.42689778021375718 -353.49999999999994 363.50000000000006 -253.49999999999997 0.51623445076955521 -268.49999999999994 decision_type=10 2 2 10 10 10 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 10 10 2 8 2 10 2 10 left_child=1 2 3 5 16 17 7 9 -9 -7 11 -11 -13 14 -14 -8 -5 27 25 20 -20 -6 23 -23 -25 26 -19 28 29 -1 right_child=-2 -3 -4 4 21 6 15 8 -10 10 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28.040404008468613 12.220988576766102 3.688473075511868 17.96287839137949 9.9313717714976502 5.2904702507657921 66.383423234219663 143.62118777295109 1073.0846667784499 327.52884072205052 63.831934267305769 165.71266453224234 1662.456089720421 34.40567328769248 36.748445181525312 2635.8463008201215 4.9453988242894402 1951.257002663333 782.42815750290174 76.70707234472502 leaf_count=79702 246 20845 2693 13470 40401 2863 15236 152 89 5274 834 127 116 304 173 140 8768 10525 68060 12118 4611 12660 93991 737 2715 224446 136 71595 39849 1636 internal_value=0 -9.86057e-06 3.03391e-05 9.53788e-06 0.000436504 -0.000161939 -0.00181792 0.000330592 0.0161251 -0.00047356 0.00198297 0.00344944 0.0109207 0.00655671 0.0186825 -0.006502 0.00236694 -6.3085e-05 -0.000429176 0.000597029 8.56126e-05 0.000147172 0.000610988 -0.00145781 -0.00504029 -0.000968903 0.00160144 0.000308368 0.000772506 0.00156845 internal_weight=0 12786.5 12602.5 12530.5 3590.45 8940 503.611 345.251 16.7263 328.524 179.434 151.394 43.8037 31.5827 13.6198 158.361 467.991 8436.39 4248.86 1464.45 1136.92 3122.46 1899.32 236.867 71.1541 2784.41 148.567 4187.53 2236.28 1453.85 internal_count=734512 734266 713421 710728 172742 537986 25308 9932 241 9691 6828 5994 720 593 289 15376 22238 512678 319896 84789 72671 150504 110103 16112 3452 235107 10661 192782 121187 81338 is_linear=0 shrinkage=0.01 Tree=615 num_leaves=31 num_cat=0 split_feature=10 47 6 2 6 2 6 40 6 6 10 2 10 6 2 2 2 2 2 38 10 2 2 10 2 2 6 2 10 10 split_gain=43.8202 50.797 22.5401 38.203 63.3299 62.2449 22.9731 19.0995 19.0724 14.7009 22.6288 13.8259 11.9352 24.1371 25.1994 43.0992 26.8658 22.3848 27.1998 20.8136 17.7331 17.6995 17.053 25.357 16.5549 15.5139 12.8641 12.357 30.2395 21.3122 threshold=1.3650000000000004 1.0000000180025095e-35 9.5000000000000018 0.31296641791044782 10.500000000000002 0.33463541666666669 35.500000000000007 1.0000000180025095e-35 195.50000000000003 416.50000000000006 4.5750000000000011 0.98728813559322048 5.4450000000000012 3.5000000000000004 0.48581488933601619 0.51408730158730165 0.41476388168137007 0.8257418909592823 0.76024883359253514 1.0000000180025095e-35 2.6550000000000007 0.55500550055005515 0.2730095990965557 4.9750000000000005 0.80104166666666676 0.71068484464172488 340.50000000000006 0.41202270381836947 5.1050000000000013 5.1150000000000011 decision_type=10 2 2 2 2 2 2 2 2 2 10 2 10 2 2 2 2 2 2 2 10 2 2 10 2 2 2 2 10 8 left_child=1 -1 -3 4 -4 6 -5 9 11 12 -11 -7 13 14 16 -16 19 18 21 27 -19 -17 -15 26 -14 -25 -24 -2 -29 -30 right_child=7 2 3 5 -6 8 -8 -9 -10 10 -12 -13 24 22 15 17 -18 20 -20 -21 -22 -23 23 25 -26 -27 -28 28 29 -31 leaf_value=0.0040310645906642866 -0.00035177699279890183 -0.00053373094323068339 0.021220248280958857 0.023916387600956962 -0.0039586679359675369 0.002308622451982096 0.004487877850848334 -0.013044231245368451 0.015464508417558935 0.0022072212936707649 -0.0054476632188947237 -0.012732075361536173 0.000668801872448395 0.00010607685818925986 0.0027150593962981689 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17386 102 198657 59404 28954 7263 13450 1646 3500 614 9199 34280 88428 76510 7475 8560 1884 239 9 40 internal_value=0 0.00155109 0.000263049 0.00296589 -0.00139141 0.0066452 0.0188503 -0.000222834 0.00269787 -0.000209535 -0.00304858 0.00116761 -0.000163257 -0.000350142 7.34531e-05 0.000922232 -0.000503791 -0.000232446 -0.00109324 -0.00022998 0.00182107 -0.000583086 -0.00103444 -0.00150407 0.000416807 -0.00317595 -0.000831535 -0.000322212 0.0146681 0.0564716 internal_weight=0 1590.23 1046.64 238.294 109.095 129.199 31.5734 11200.9 97.6252 11189.2 179.464 87.1758 11009.8 8327 5143.24 2081.95 3061.29 1266.35 892.31 2820.35 374.039 822.117 3183.76 2255.16 2682.78 646.933 1608.22 2788.21 5.48829 1.31561 internal_count=734512 71170 24987 4923 2455 2468 461 663342 2007 662614 20709 1752 641905 435773 200987 84842 116145 55888 45043 102695 10845 41543 234786 175382 206132 85070 90312 102081 288 49 is_linear=0 shrinkage=0.01 Tree=616 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 11 1 1 1 6 6 1 5 2 1 6 3 3 2 2 6 3 6 0 1 1 1 1 6 1 split_gain=614.366 526.154 57.1094 39.7947 39.5766 38.3558 35.4474 18.0594 21.6018 20.664 15.7147 25.0615 15.2522 14.0023 15.7735 14.783 19.4381 13.4913 17.2579 13.0004 15.2986 18.0143 21.4102 15.4955 12.8147 11.4006 11.0019 14.718 12.2487 20.7601 threshold=9.9121775747335067e-06 0.99997669458389293 0.0012464885949156502 0.98303884267807018 -1.0000000180025095e-35 6.6738297732626972e-07 -351.49999999999994 -124.49999999999999 -128.49999999999997 3.5000000000000004 141.50000000000003 -371.49999999999994 4.5000000000000009 0.14337101747173689 -35.499999999999993 2.5000000000000004 0.90501253132832093 0.31287650602409645 0.68438714235252573 0.88478556841388711 161.50000000000003 0.83402203856749324 233.50000000000003 1.0000000180025095e-35 -351.49999999999994 -348.49999999999994 -122.49999999999999 -111.49999999999999 1.0000000180025095e-35 -93.499999999999986 decision_type=2 2 2 2 8 2 10 10 10 2 2 10 10 2 8 2 2 2 2 2 2 2 2 2 10 10 10 10 2 10 left_child=5 2 6 4 12 -1 -2 8 10 -10 -5 -12 17 14 15 16 -14 -4 24 20 23 -22 -23 -6 -19 -7 -26 -28 29 -29 right_child=1 -3 3 7 19 25 -8 -9 9 -11 11 -13 13 -15 -16 -17 -18 18 -20 -21 21 22 -24 -25 26 -27 27 28 -30 -31 leaf_value=-0.0089990852178030798 -0.0047352977132370366 0.0090843934721133151 -0.0001335080924021408 0.0016826072049240227 -0.0025367861959039251 -0.0076697100809404416 -0.00090126913351520346 0.0036426470669006844 -0.045369522833142162 -0.00031068131103358375 0.0010032666807536948 -0.014509881671519238 0.010813512432631385 -0.0057458776950109333 -0.013350096558954588 -0.0036303166344595762 -0.0074126004569991478 0.0039180262891246398 0.011141666130869374 0.0022147160017812798 0.00059418953412205481 0.023526446916248105 -0.002707487749557392 -0.00012010404673233137 -2.3581360344331573e-05 -0.0042894202277855157 0.0061779529446410048 0.009283072776222338 0.0013878465911020489 -0.00016213800958750739 leaf_weight=574.06049180170521 291.21244360052515 697.56476608593948 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0.000748368 0.00105839 0.00097074 6.00673e-05 internal_weight=0 11711.2 11013.6 9319.9 8212.31 1076 1693.73 1107.59 615.342 4.07878 611.263 45.8632 6740.54 138.051 64.3589 57.1951 33.3881 6602.48 4744.57 1471.77 1373.03 93.5671 13.0588 1279.46 4728.26 501.944 4597.07 3279.85 3224.64 1012.98 internal_count=734512 314794 221525 98108 74062 419718 123417 24046 14171 55 14116 517 53318 1111 448 390 225 52207 39153 20744 19724 1640 170 18084 39069 134927 37837 26091 25618 7213 is_linear=0 shrinkage=0.01 Tree=617 num_leaves=31 num_cat=0 split_feature=11 11 11 11 10 11 11 10 10 47 10 0 10 13 0 2 47 10 10 0 2 2 2 11 10 10 47 10 11 38 split_gain=606.708 519.04 54.815 36.6991 29.8123 29.4655 26.8971 22.1263 21.8594 21.2372 21.01 13.7326 13.2505 12.4805 12.2619 24.4234 11.8884 16.8271 12.745 11.4024 10.9551 26.7821 20.6449 10.6002 10.4629 18.7117 35.0135 10.1326 10.0568 10.0058 threshold=0.99991196393966686 9.2114014478283951e-06 0.0012464885949156502 6.6738297732626972e-07 5.5250000000000012 0.96394401788711548 0.99999910593032848 4.1750000000000007 3.3950000000000005 1.0000000180025095e-35 8.8450000000000006 1.0000000180025095e-35 7.1650000000000009 1.0000000180025095e-35 1.0000000180025095e-35 0.24536878216123498 1.0000000180025095e-35 6.1150000000000011 3.2350000000000008 1.0000000180025095e-35 0.49184758529020828 0.50151515151515158 0.44405320813771521 0.010294413659721552 5.2350000000000012 5.0950000000000006 1.0000000180025095e-35 6.1150000000000011 0.00077296534436750014 1.0000000180025095e-35 decision_type=2 2 2 2 8 2 2 10 10 2 8 2 10 2 2 2 2 10 10 2 2 2 2 2 10 8 2 10 2 2 left_child=1 3 4 -1 9 8 7 -2 19 -3 16 13 20 -10 15 28 18 -18 -7 -4 22 -22 -13 -23 25 -9 -27 -5 -11 -20 right_child=6 2 5 27 -6 10 -8 24 11 14 -12 12 -14 -15 -16 -17 17 -19 29 -21 21 23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0089896046783889474 0.00827912930470928 -0.0046946177354293258 -0.0010573407652111138 -0.0058446166932375945 0.00038733074982841303 0.002772144184271201 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17.722494148649275 134.15491529088467 80.356678907759488 1.3101626671850675 2.4439781457185745 71.169120007136371 27.185570297762752 13.974375948309897 leaf_count=284791 14386 34408 12871 112038 25295 3702 79437 611 42605 11641 6060 5979 214 146 10373 43597 5476 3529 2552 6501 1450 584 170 928 3899 29 59 20175 817 189 internal_value=0 -0.000563497 8.30384e-05 -0.0072673 -0.00156341 0.000387864 0.00846356 0.00576617 0.000161092 -0.00245911 0.00179778 0.000536211 -0.000431751 0.000806243 -0.00164667 -0.00231869 0.00138196 0.00228109 0.000237653 -0.000572934 -0.000613023 0.000816109 -0.00130094 -0.00215853 0.00227531 -0.00334462 -0.0239412 -0.00524441 0.00088638 -0.00075142 internal_weight=0 11975.3 10922 1053.35 1706.21 9215.75 793.898 252.227 7938.86 1169.31 1276.89 5253.89 1145.98 4107.91 857.631 651.762 1155.47 647.049 508.416 2684.97 1114.31 362.087 752.226 164.863 105.572 25.2153 3.75414 484.404 174.207 365.703 internal_count=734512 636091 219087 417004 126131 92956 98421 18984 71448 100836 21508 52076 9325 42751 66428 56055 15448 9005 6443 19372 9111 2962 6149 1512 4598 699 88 132213 12458 2741 is_linear=0 shrinkage=0.01 Tree=618 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 3 11 5 3 3 3 5 18 3 11 28 34 0 3 3 3 38 3 5 3 5 3 3 3 split_gain=599.346 512.662 53.7907 36.7533 28.944 26.9989 12.0918 10.9131 10.0632 9.9522 16.8354 18.3906 13.4348 11.7643 20.116 10.3282 9.7668 9.30526 8.30025 7.9016 11.7406 11.022 7.44193 7.32118 7.1168 6.91228 12.8824 6.63181 10.1427 9.67289 threshold=0.99991196393966686 9.2114014478283951e-06 0.0012464885949156502 6.6738297732626972e-07 0.96394401788711548 0.99999910593032848 0.8185736677115989 0.00013046689127800003 3.5000000000000004 0.48492424242424242 0.50117370892018787 0.55594679186228502 4.5000000000000009 1.0000000180025095e-35 0.31287650602409645 0.36455024778842932 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.45848997493734339 0.45495129870129869 0.39484741264927026 1.0000000180025095e-35 0.78297101449275375 3.5000000000000004 0.78297101449275375 10.500000000000002 0.84654631083202525 0.68783602150537648 0.58631332481907206 decision_type=2 2 2 2 2 2 2 2 8 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 10 2 8 2 2 2 left_child=1 3 6 -1 9 -2 7 -3 -6 13 24 18 15 -4 -15 16 22 -8 -12 20 21 -16 -13 -14 -11 -5 -27 28 29 -17 right_child=5 2 4 25 8 -7 17 -9 -10 10 11 12 23 14 19 27 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0089800528467029045 0.0057404841981860454 -0.0029949908195408903 -0.00038121889779821241 -0.0058136170625329676 0.0020617744715522896 0.0097148509609395334 0.00028140415405178589 -0.0012076702329633039 -0.0010461783817547375 0.0018636089316042368 -0.0017335023847920316 -0.0001135218040731558 -0.0087792261907228327 -0.0017157126760227925 0.0083211189781348619 -0.0013802537836563528 0.0029572916927868217 0.055644142676547735 -0.0078289543828174869 -0.0061699486711818807 0.01964059452900084 -0.0012129076122581513 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0.000384048 0.00844873 -0.00155017 -0.00192547 0.00178273 0.000159466 0.000458088 0.000171253 0.000372562 -0.000260297 0.00268755 0.000452205 7.79681e-05 0.000341052 -0.00224441 0.00620047 0.00708349 0.00569869 -6.67997e-05 -0.00445971 0.00172327 -0.00521911 -0.00280639 0.00125581 0.000681627 0.00177311 internal_weight=0 11963.7 10917.9 1045.78 9214.32 787.377 1703.62 1421.53 1274.82 7939.5 4639.17 3781.78 3490.87 3300.34 130.047 3434.27 2343.1 282.089 290.911 72.3365 67.517 60.8108 2230.93 56.6017 857.384 481.898 95.2686 1091.18 707.429 386.377 internal_count=734512 636091 219087 417004 92956 98421 126131 107451 21508 71448 43035 36208 32875 28413 960 32357 26000 18680 3333 520 474 435 24871 518 6827 132213 26857 6357 3933 2160 is_linear=0 shrinkage=0.01 Tree=619 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 47 4 11 3 3 18 13 4 3 47 3 3 4 3 11 28 47 3 4 4 3 4 4 3 split_gain=592.05 506.489 61.2952 30.5327 27.7053 27.1089 16.9724 10.9517 9.86685 9.02342 8.5479 8.32543 8.19139 7.8511 7.70475 6.80425 8.87653 8.82013 7.38089 7.22191 13.019 6.40481 15.0493 11.098 11.6976 9.03699 8.50928 13.3195 8.49945 7.79772 threshold=0.99991196393966686 6.1522598571173157e-06 0.0004375023563625001 0.96394401788711548 6.6738297732626972e-07 0.99999910593032848 1.0000000180025095e-35 42.000000000000007 0.089183576405048315 0.78297101449275375 0.84654631083202525 1.0000000180025095e-35 1.0000000180025095e-35 18.500000000000004 0.82623792270531415 1.0000000180025095e-35 0.58214066653036201 0.37323383084577116 20.500000000000004 0.3686367558239862 0.99641901254653942 1.0000000180025095e-35 1.0000000180025095e-35 0.71892556179775291 23.500000000000004 29.500000000000004 0.31287650602409645 25.500000000000004 12.500000000000002 0.67399355877616751 decision_type=2 2 2 2 2 2 2 8 2 2 2 2 2 10 2 2 2 2 10 2 2 2 2 2 10 10 2 10 10 2 left_child=1 4 6 7 -1 -2 11 8 21 -6 12 -3 -10 -8 -15 16 -5 19 -18 -17 -21 22 23 24 28 -26 27 -24 -4 -30 right_child=5 2 3 15 9 -7 13 -9 10 -11 -12 -13 -14 14 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676.90769424941391 30.396439945092425 17.544093959033489 712.82346887793392 132.8177075558342 278.80404865182936 16.212853888981044 422.15557760838419 173.36612226534635 3.0438981726765624 4.6106133311986923 187.08921646373346 136.28920014947653 136.18949652928859 181.77594185527414 340.06447944464162 2313.7318755961023 754.48186911456287 27.858533580787483 1.769298921804874 leaf_count=284791 18984 36845 545 7767 92754 79437 9976 38 22232 23680 4004 3268 91 63566 10110 5301 214 5656 2471 27 72 2976 1606 4055 4582 8136 33283 7319 683 43 internal_value=0 -0.000553443 5.3525e-05 0.000323462 -0.00753551 0.00843358 -0.0020116 0.000105967 9.71623e-05 -0.00551558 0.000429316 -0.00397097 0.000238722 -0.00133013 -0.00102039 0.00176707 0.000948143 0.00241962 -0.000815432 0.00106525 -0.0085174 -0.000254545 -0.000340919 -0.00165737 -0.00104899 -0.00150245 -4.89395e-05 -0.000879439 0.00344093 0.00698498 internal_weight=0 11951.4 10995.6 9724.46 955.871 780.938 1271.11 8451.2 8446.14 397.006 4343.82 328.008 3666.91 943.1 845.641 1273.27 564.652 708.614 189.579 286.459 7.65451 4102.33 3915.24 710.733 574.543 521.84 3204.5 890.771 52.703 29.6278 internal_count=734512 636091 234866 111101 401225 98421 123765 89593 89555 116434 26327 40113 22323 83652 73676 21508 10452 11056 2685 5400 99 63228 60252 18044 13989 12718 42208 8925 1271 726 is_linear=0 shrinkage=0.01 Tree=620 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 11 4 5 5 4 11 4 3 1 6 4 11 11 1 5 3 3 5 6 1 11 6 6 split_gain=584.838 500.409 60.177 40.3964 31.9838 27.7607 27.6391 27.2181 14.9557 15.5136 14.6877 14.4802 18.9282 14.4187 30.2814 21.9082 14.8457 13.0817 12.7972 12.7063 11.9172 17.0993 11.7936 11.7849 11.6348 15.8624 21.9516 11.4128 10.1632 9.9653 threshold=0.99991196393966686 6.1522598571173157e-06 0.0004375023563625001 -8.4999999999999982 0.92614999413490307 6.6738297732626972e-07 -348.49999999999994 0.99999910593032848 19.500000000000004 5.5000000000000009 3.5000000000000004 1.5000000000000002 8.7036307377275093e-05 19.500000000000004 0.27320574162679429 -11.499999999999998 17.500000000000004 42.000000000000007 0.12629276514053342 0.0025646678404882004 -253.49999999999997 1.5000000000000002 0.90943267259056748 0.25018968133535663 3.5000000000000004 16.500000000000004 -61.499999999999993 0.99188911914825451 780.50000000000011 1931.5000000000002 decision_type=2 2 2 8 2 2 10 2 8 10 8 8 2 8 2 8 2 8 2 2 10 10 2 2 10 2 10 2 2 2 left_child=1 5 6 4 13 -1 11 -2 -5 10 18 12 -3 14 -4 16 19 -15 23 -16 21 22 -21 -10 27 -26 -27 -6 -29 -13 right_child=7 2 3 8 24 -7 -8 -9 9 -11 -12 29 -14 17 15 -17 -18 -19 -20 20 -22 -23 -24 -25 25 26 -28 28 -30 -31 leaf_value=-0.0089607335794645131 0.0056879072565389609 -0.010145675033551136 -0.004384837025866937 0.0027259192388821591 0.0015957874365141289 -0.0054904792311296835 -0.0012682682019140511 0.0097053168296593172 -5.6901440547090442e-05 0.0067352860003325648 -0.0065596198930617054 -0.005176080450402837 0.11130691741791093 0.00053700240699428535 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116434 92216 79437 2755 376 1311 31465 11 56180 1214 22 2483 30 15078 253 1686 261 24 11591 797 283 268 8215 16 41 internal_value=0 -0.000548491 5.301e-05 0.000320311 0.000640194 -0.0075165 -0.00199536 0.00841834 -0.000978657 -0.00118881 -0.0012965 -0.00499169 0.04802 0.000386255 -0.000918878 0.000242869 9.95645e-05 0.00055015 -0.00114091 -0.00125467 -0.000551851 0.00277471 0.00710027 -0.00237334 0.00225476 -0.000733247 -0.00536942 0.00262204 0.00379994 -0.00510194 internal_weight=0 11939.3 10990.6 9721.93 7800.89 948.744 1268.66 774.561 1921.04 1817.92 1793.54 247.738 0.514197 6740.71 752.039 563.246 560.288 5988.67 1742.04 331.11 293.35 78.7731 42.3066 567.879 1060.18 116.05 45.1114 944.128 439.587 247.224 internal_count=734512 636091 234866 111101 78022 401225 123765 98421 33079 31111 30735 31549 43 63819 7609 5943 5921 56210 29424 3438 2224 538 277 14346 14203 1348 551 12855 8231 31506 is_linear=0 shrinkage=0.01 Tree=621 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 11 1 11 5 6 47 1 5 1 6 1 1 6 6 3 6 6 11 3 3 3 5 5 6 split_gain=577.707 494.392 59.0785 39.6048 31.4385 27.8147 27.3263 27.3063 13.8368 11.5452 11.4429 24.4065 15.7362 15.047 14.5031 14.0117 16.2937 22.5024 37.1158 15.9651 14.1468 13.451 13.345 13.4299 13.0211 11.7297 11.7139 11.4733 11.4359 15.5462 threshold=0.99991196393966686 6.1522598571173157e-06 0.0004375023563625001 -8.4999999999999982 0.92614999413490307 6.6738297732626972e-07 0.99999910593032848 -348.49999999999994 0.49114476144313818 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -297.49999999999994 1.5000000000000002 -14.499999999999998 42.500000000000007 -214.49999999999997 -204.49999999999997 111.50000000000001 410.50000000000006 1.0000000180025095e-35 5.5000000000000009 107.50000000000001 0.76014459133148204 0.13759296822177147 0.58851017042330966 0.95030864197530873 2.5000000000000004 3.5000000000000004 1.5000000000000002 decision_type=2 2 2 8 2 2 2 10 2 10 2 2 10 10 8 2 10 10 2 2 2 2 2 2 2 2 2 10 10 2 left_child=1 5 7 4 9 -1 -2 -3 -5 10 11 -4 -13 22 15 20 27 18 -18 26 21 -15 23 -12 -24 -25 -19 -17 -6 -30 right_child=6 2 3 8 28 -7 -8 -9 -10 -11 13 12 -14 14 -16 16 17 19 -20 -21 -22 -23 24 25 -26 -27 -28 -29 29 -31 leaf_value=-0.0089509652618399646 0.0056616001744451373 -0.0049656088289341564 0.0026701454747585806 -0.0017954881430524534 0.0026011196756477351 -0.0054653579580849635 0.0097005123936893464 -0.001257119311507495 -9.7083583024075855e-05 -0.0025396899553329407 0.0011581505575817073 0.0023585849125507688 -0.00069645064918456184 0.00095177417355226735 0.029793765790475667 -0.0050155125672812122 0.063995286907517546 0.0038150326838975413 0.0025584489048811627 -0.0061663663597999654 -0.001614234778536332 0.013236724825006105 -0.0098321724258402972 0.0019485987537972587 -0.00020269525438727253 0.0066980773729761311 -0.0072583880177289921 0.0013727223414610617 0.0035194522073780576 -0.0038817244925262711 leaf_weight=548.98414218681864 246.79691796563566 246.55866587616038 283.82383159827441 986.12872284767218 942.21680874656886 392.7031215702882 521.44989349809475 1019.6818919109646 934.01185421459377 132.55669724196196 2456.8795562600717 183.80059730354697 2039.2533642379567 34.938900919631124 1.5983659215271462 55.965390786528587 1.5836208155378688 191.15314020123333 2.5941363386809826 19.721478408202529 608.05983531754464 11.964847905561326 14.535164463333784 138.92805334925652 414.24270133813843 83.103779178112745 10.055455011315642 56.494516834616661 49.477646378800273 66.559698453173041 leaf_count=284791 18984 31549 2198 19778 12855 116434 79437 92216 13301 1271 22318 1586 16171 250 19 881 29 3004 45 307 7419 77 140 902 5542 507 88 1065 577 771 internal_value=0 -0.00054357 5.24969e-05 0.000317182 0.000633907 -0.00749739 0.00840302 -0.00197923 -0.000969335 0.000382358 0.000440968 -9.13005e-05 -0.000443862 0.000766271 -0.000304592 -0.000353062 0.00130195 0.00285481 0.0258467 0.00242004 -0.00120605 0.00408559 0.00110883 0.001371 -0.000529125 0.00372627 0.00326164 -0.00180637 0.00223631 -0.000725906 internal_weight=0 11927.6 10985.9 9719.65 7799.51 941.687 768.247 1266.24 1920.14 6741.25 6608.7 2506.88 2223.05 4101.82 994.13 992.531 337.568 225.108 4.17776 220.93 654.964 46.9037 3107.69 2678.91 428.778 222.032 201.209 112.46 1058.25 116.037 internal_count=734512 636091 234866 111101 78022 401225 98421 123765 33079 63819 62548 19955 17757 42593 13184 13165 5419 3473 74 3399 7746 327 29409 23727 5682 1409 3092 1946 14203 1348 is_linear=0 shrinkage=0.01 Tree=622 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 11 1 4 6 1 3 4 3 2 4 6 6 3 6 1 3 1 1 11 11 47 6 1 6 split_gain=570.658 488.435 58.0138 38.8656 30.8817 27.8673 27.4335 25.9326 17.3277 16.2906 21.1383 20.0363 15.0874 27.9243 14.2454 12.9742 12.1302 11.3653 13.0049 11.2834 16.4023 14.6794 12.673 10.9659 15.5538 10.7443 10.2149 9.99429 10.7214 9.9653 threshold=0.99991196393966686 6.1522598571173157e-06 0.00038402208883780005 -390.49999999999994 0.85901859402656566 6.6738297732626972e-07 0.99999910593032848 -11.499999999999998 19.500000000000004 158.50000000000003 -81.499999999999986 0.63178947368421057 19.500000000000004 0.27320574162679429 0.88478556841388711 42.000000000000007 1931.5000000000002 211.50000000000003 0.96992311171415657 18.500000000000004 -19.499999999999996 0.37323383084577116 -253.49999999999997 -16.499999999999996 0.00033622415503480003 0.98303884267807018 1.0000000180025095e-35 13.500000000000002 -65.499999999999986 432.50000000000006 decision_type=2 2 2 10 2 2 2 8 8 2 10 2 8 2 2 8 2 2 2 2 8 2 10 8 2 2 2 2 10 2 left_child=1 5 7 8 12 -1 29 23 -4 -6 11 -11 13 -5 17 -14 -9 25 -19 20 22 -22 26 27 -25 -10 -15 -3 -29 -2 right_child=6 2 3 4 9 -7 -8 16 14 10 -12 -13 15 19 -16 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.0089411238965016009 0.005925921631405452 -0.0022116589283306251 0.0030973982418534668 -0.0044250193061366192 0.0023309365319682663 -0.0054402171735403806 0.0096956826149231633 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0.34399374946951855 298.54230424622074 59.113950591534376 218.5751290487824 158.41772493976168 5.003746780101209 leaf_count=284791 18885 47558 1904 1655 15398 116434 79437 29512 21292 182 414 110 56473 191 1897 30 34 1485 34 2532 11 66 2719 537 10 6715 578 27726 15803 99 internal_value=0 -0.000538692 5.19879e-05 0.000307212 0.000617023 -0.0074782 0.00838762 -0.00201797 -0.000976051 0.00200483 -0.00174501 -0.00628484 0.000334443 -0.00102351 -0.0011998 0.000504261 -0.00509068 -0.00143757 0.00246086 0.000105354 -0.00107531 0.0145946 -0.00139633 -0.00131779 0.0111463 -0.00161091 0.00201015 -0.00140741 -0.000132407 0.00563528 internal_weight=0 11915.9 10981.2 9775.82 7874.68 934.7 761.994 1205.35 1901.14 1332.17 106.585 52.2676 6542.52 727.223 1802.15 5815.29 223.691 1681.86 71.5994 546.015 326.067 6.5458 319.521 981.662 7.00832 1610.26 81.3918 974.654 376.993 245.477 internal_count=734512 636091 234866 113686 80359 401225 98421 121180 33327 16104 706 292 64255 7752 31423 56503 29546 29526 1519 6097 3565 77 3488 91634 547 28007 769 91087 43529 18984 is_linear=0 shrinkage=0.01 Tree=623 num_leaves=31 num_cat=0 split_feature=10 6 3 3 3 6 6 3 4 6 10 10 6 2 3 2 2 2 38 3 10 10 3 3 3 10 2 3 6 2 split_gain=39.0406 16.5649 16.0021 19.6393 21.622 78.8289 19.2022 15.5977 14.085 13.904 21.9386 12.3084 23.5181 24.181 41.8983 25.5617 21.7404 26.7591 20.1706 19.598 23.1118 22.597 26.5676 18.8639 17.9653 17.4944 17.3371 17.3024 16.9304 16.4625 threshold=1.3650000000000004 143.50000000000003 0.85323593936976472 0.67399355877616751 0.66028576662392391 13.500000000000002 35.500000000000007 0.61338935574229703 29.500000000000004 416.50000000000006 4.5750000000000011 5.4450000000000012 3.5000000000000004 0.48581488933601619 0.48492424242424242 0.41476388168137007 0.8257418909592823 0.76024883359253514 1.0000000180025095e-35 0.21483516483516482 2.3750000000000004 4.3750000000000009 0.53873431533006011 0.37323383084577116 0.73935688405797106 2.6550000000000007 0.55500550055005515 0.39484741264927026 340.50000000000006 0.13363095238095238 decision_type=10 2 2 2 2 2 2 2 10 2 10 10 2 2 2 2 2 2 2 2 10 10 2 2 2 10 2 2 2 2 left_child=1 2 3 4 7 -6 -7 -1 -3 11 -11 12 13 15 16 18 17 26 -2 20 -14 22 -21 -13 -23 -18 -15 -25 -26 -30 right_child=9 8 -4 -5 5 6 -8 -9 -10 10 -12 23 19 14 -16 -17 25 -19 -20 21 -22 24 -24 27 28 -27 -28 -29 29 -31 leaf_value=0.0012673420064859909 -0.00032756811227595663 0.015356914359886229 0.0044429465603324269 -0.00220494360830846 9.8175255810172891e-05 0.023388117792657273 0.0045815430361228846 -0.0044972803499061667 0.0031819868882003062 0.0022031008404041334 -0.0053769315377317261 -0.00091563339620252251 -0.008180302782140601 -0.0045512263957005437 0.0026723005173412231 -0.003647917884020615 0.0064346822656921659 -0.0070633241740605118 0.0076752539293203238 -0.0021822895193923074 0.0018508474542408312 -0.0029120418627554697 0.00068912572298762882 0.0065474650277232375 -0.00076495213169490732 0.00077145592986006546 -5.3543448129017515e-05 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6.33044e-05 0.000898458 -0.000504126 -0.000245741 -0.00109892 -0.000236516 -0.00103495 0.0011628 -0.00131753 -0.000399575 0.00042621 -0.0021979 0.00178486 -0.000591183 0.000955459 -0.000435382 0.0120466 internal_weight=0 1568.63 1528.26 1381.16 1210.74 103.854 31.0181 1106.89 40.37 11091.6 177.03 10914.6 8258.34 5102.65 2064.33 3038.32 1254.88 883.619 2799.98 3155.69 359.521 2796.17 1368.87 2656.25 1427.3 371.263 814.3 1904.92 411.56 10.5871 internal_count=734512 71170 69992 63767 57869 3860 661 54009 1178 663342 20714 642628 436449 201178 84921 116257 55927 45077 102790 235271 14660 220611 59181 206179 161430 10850 41571 163174 39033 893 is_linear=0 shrinkage=0.01 Tree=624 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 10 10 10 11 11 1 11 10 1 10 1 4 5 0 2 2 10 10 2 5 10 10 4 1 11 split_gain=563.314 482.102 56.8531 38.1141 43.4622 35.6098 29.7621 28.7839 27.9321 27.5394 23.6244 27.3725 22.6449 21.0998 26.0318 20.4236 21.2164 19.844 22.9061 21.7764 25.6756 18.2912 36.9071 23.3188 17.5233 17.4036 28.5958 16.8258 16.6962 16.2617 threshold=0.99991196393966686 6.1522598571173157e-06 0.0004375023563625001 -8.4999999999999982 7.035000000000001 3.9350000000000005 3.9350000000000005 5.5250000000000012 6.6738297732626972e-07 0.99999910593032848 -85.499999999999986 0.92614999413490307 4.1750000000000007 -281.49999999999994 7.3800000000000008 -351.49999999999994 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 0.49882629107981225 0.52655075187969935 2.5250000000000004 2.5650000000000004 0.66751700680272119 2.5000000000000004 5.0650000000000004 5.3450000000000006 22.500000000000004 -33.499999999999993 0.98303884267807018 decision_type=2 2 2 8 8 10 10 8 2 2 10 2 10 10 10 10 8 10 2 2 2 10 10 2 10 10 8 10 10 2 left_child=1 8 7 5 6 10 27 15 -1 12 21 24 -2 14 25 16 -3 18 -7 -20 -21 23 -23 -4 -12 -14 -27 -5 -13 -29 right_child=9 2 3 4 -6 17 -8 -9 -10 -11 11 28 13 -15 -16 -17 -18 -19 19 20 -22 22 -24 -25 -26 26 -28 29 -30 -31 leaf_value=-0.0089306052037259921 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679.44792508822866 192.35625054768752 1620.698259644676 480.61018587090075 130.23807618394494 102.50425154063851 35.635632663965225 460.45699597988278 61.789762906730175 53.266414153389633 2.1693217279389474 6.6351612797006974 801.25295826047659 15.963381274603305 145.64518343098462 leaf_count=284791 14386 20 1962 675 6068 26749 16385 25586 116434 79437 14997 2895 372 3146 826 71437 26722 19044 3920 988 996 303 4637 503 683 46 208 6438 345 3513 internal_value=0 -0.000533649 5.13877e-05 0.000310752 -0.000952093 0.000621478 -0.00152531 -0.00194601 -0.00745753 0.00837154 -0.000294438 0.00027546 0.00560784 0.0020318 -0.00461333 -0.00295538 -0.0058304 0.00112024 0.00155151 -4.30041e-05 0.00246772 -0.00180281 -0.000680341 -0.00396512 -6.69405e-05 -0.0118531 -0.0223051 -0.000433604 0.00428336 -0.000747764 internal_weight=0 11901.6 10974.3 9713.09 1918 7795.09 1675.11 1261.26 927.282 755.423 2748.25 1994.63 244.065 102.622 32.6025 871.979 192.531 5046.84 3426.14 713.353 232.742 753.618 496.093 257.525 1837.64 19.6823 8.80448 1002.58 156.992 946.898 internal_count=734512 636091 234866 111101 33079 78022 27011 123765 401225 98421 26325 18920 18984 4598 1452 98179 26742 51697 32653 5904 1984 7405 4940 2465 15680 626 254 10626 3240 9951 is_linear=0 shrinkage=0.01 Tree=625 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 47 5 6 2 6 6 3 3 11 6 5 11 3 3 3 6 3 5 18 6 3 2 2 9 split_gain=556.451 476.272 55.8375 28.8045 27.9817 27.6334 14.9001 11.2447 18.9057 15.0699 12.1071 11.0716 11.658 25.29 20.4584 10.22 13.2018 10.1006 10.8979 12.1996 11.2729 9.81817 9.14602 11.9604 8.93149 9.03001 11.6893 8.81641 8.36478 7.82289 threshold=0.99991196393966686 6.1522598571173157e-06 0.00038402208883780005 0.96394401788711548 6.6738297732626972e-07 0.99999910593032848 1.0000000180025095e-35 2.5000000000000004 84.500000000000014 0.8257418909592823 410.50000000000006 205.50000000000003 0.77836257309941537 0.75103305785123975 0.49114476144313818 135.50000000000003 2.5000000000000004 0.36455024778842932 0.58631332481907206 0.52013513513513521 0.49441323345817728 432.50000000000006 0.78297101449275375 11.500000000000002 1.0000000180025095e-35 1931.5000000000002 0.75103305785123975 0.35493414773811799 0.44405320813771521 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 8 2 2 2 2 2 10 left_child=1 4 6 7 -1 21 24 17 -9 10 11 -10 13 28 -15 -5 -17 29 19 20 -19 -2 -6 -24 25 -3 -27 -23 -13 -4 right_child=5 2 3 15 22 -7 -8 8 9 -11 -12 12 -14 14 -16 16 -18 18 -20 -21 -22 27 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0089206117853542054 0.0058743879927641209 -0.0044827360438844614 -3.3520123761467713e-05 0.0019788271467887884 -0.0061490944623836322 0.0096857417830154818 -0.0013260995007537443 -0.0016143319913649865 0.00099868870242590885 0.039750330269950555 -0.0067585758054007766 -0.0020130909139334649 -0.002943065525924651 0.048655522228747722 0.015309135193608823 9.1526367376022023e-05 -0.010451874087733227 2.3775485856737917e-05 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20.4307 19.7888 25.3585 32.8747 30.4245 22.0081 21.3511 22.2696 20.7166 17.3965 17.1951 16.3599 34.9025 31.592 21.2454 23.3084 15.7782 17.2531 15.7764 15.7095 15.4774 26.0269 53.4318 threshold=1.3650000000000004 -361.49999999999994 -89.499999999999986 -125.49999999999999 0.63582887700534763 -8.4999999999999982 3.9350000000000005 158.50000000000003 1.5000000000000002 107.50000000000001 2.5250000000000004 2.6150000000000007 1.0000000180025095e-35 19.500000000000004 3.4250000000000003 19.500000000000004 -253.49999999999997 -103.49999999999999 4.995000000000001 5.4450000000000012 1.5000000000000002 0.61138079827400227 0.61569230769230787 0.7003401360544218 0.69261053906723202 7.5550000000000006 -10.499999999999998 1.5000000000000002 0.30795574288724981 0.33463541666666669 decision_type=10 10 10 10 2 8 10 2 10 2 10 10 2 8 10 2 10 10 10 10 10 2 2 2 2 10 8 2 2 2 left_child=1 -1 3 -3 -5 8 7 -7 9 10 -2 -12 13 15 26 16 -13 -6 -8 -20 21 -21 -23 24 -22 -11 -15 -4 -29 -30 right_child=5 2 27 4 17 6 18 -9 -10 25 11 12 -14 14 -16 -17 -18 -19 19 20 23 22 -24 -25 -26 -27 -28 28 29 -31 leaf_value=0.0045102037749371734 -0.0029288698553708546 -0.00020944127948923464 -0.00011449807156173515 -0.0027176965732335578 -0.030839895981720083 0.00026387612398884037 -0.0020323279331291725 0.0048812922831201642 -0.00068642487081454551 -0.002083550218187436 0.0060324752144346669 0.002296517247884548 -0.015545418775916944 -0.00060309370205454673 0.0012762528320376199 0.0017963180244667117 -0.002741318324777693 -0.012437618015517338 -0.0070389111837420174 -0.0072980776983787386 0.0024316205684969884 0.0180403925693878 -0.0035705734133031079 -0.010557849573287174 0.031672177068639264 0.0028643589136346783 0.024757586132855055 -0.00069391467248463082 0.015773347000607185 0.0023180165023559017 leaf_weight=469.49367775558494 255.83406041841954 132.08356368960813 589.96340763941407 26.891033049207181 6.287680061068385 1157.2195446584374 546.90300007583573 104.47824502619915 2647.3300686989096 572.21307810943108 106.51328848535195 80.980006826808676 8.3951979570556414 845.43689750344492 3504.6697557352018 202.32342141470872 446.36334122368135 26.384510735049844 264.27741806034464 100.55325180618092 106.82450770272408 7.3563881273148608 15.519406473787965 9.3423003029311058 2.0567331527126944 72.619759877328761 2.4496082472614935 133.52397790341638 37.378465311368927 140.24924048269168 leaf_count=44456 5510 4420 14524 956 68 47442 33616 3776 221271 51419 1350 4013 442 19418 148225 14150 33097 303 36632 24583 12298 59 2379 839 32 2742 49 2863 546 3034 internal_value=0 0.0014397 0.000120486 -0.00324982 -0.00999196 -0.000205787 -0.00111757 0.000646234 3.55292e-05 0.000348962 0.000570722 0.000742993 0.000632318 0.000659042 0.000924425 -0.000924004 -0.0019677 -0.0159791 -0.00323128 -0.00452732 -0.00178059 -0.00531922 0.00337907 0.00191386 0.00298397 -0.00152633 -0.000529825 0.000837273 0.00264189 0.00514944 internal_weight=0 1562.26 1092.76 191.647 59.5632 11059.7 2314.53 1261.7 8745.13 6097.8 5452.97 5197.13 5090.62 5082.22 4352.56 729.667 527.343 32.6722 1052.83 505.93 241.653 123.429 22.8758 118.224 108.881 644.833 847.887 901.115 311.152 177.628 internal_count=734512 71170 26714 5747 1327 663342 161656 51218 501686 280415 226254 220744 219394 218952 167692 51260 37110 371 110438 76822 40190 27021 2438 13169 12330 54161 19467 20967 6443 3580 is_linear=0 shrinkage=0.01 Tree=627 num_leaves=31 num_cat=0 split_feature=10 0 3 3 3 3 3 10 3 3 3 10 10 2 2 2 2 0 2 10 0 2 10 10 10 3 2 10 18 3 split_gain=36.354 19.4539 17.8188 25.3574 27.1569 24.6524 24.3153 10.367 10.059 8.88732 10.7043 8.70999 17.1646 11.1046 21.6484 16.4352 9.43373 9.50317 11.141 9.80726 9.13086 9.13067 10.4468 12.9507 8.61619 9.62228 21.8431 9.50033 12.3671 21.1079 threshold=1.3650000000000004 1.0000000180025095e-35 0.40078740157480325 0.67399355877616751 0.66028576662392391 0.8185736677115989 0.62453007518796999 1.3650000000000004 0.72792207792207797 0.87577160493827166 0.86391694725028068 5.2550000000000008 4.3950000000000005 0.90940656565656586 0.50151515151515158 0.48581488933601619 0.18142633228840127 1.0000000180025095e-35 0.10022831050228312 1.8250000000000004 1.0000000180025095e-35 0.88935969868173259 6.1150000000000011 6.0750000000000011 4.7650000000000006 0.51623445076955521 0.50151515151515158 5.1050000000000013 1.0000000180025095e-35 0.40078740157480325 decision_type=10 2 2 2 2 2 2 8 2 2 2 10 10 2 2 2 2 2 2 8 2 2 10 8 10 2 2 10 2 2 left_child=1 2 -1 4 6 -5 -4 -6 -3 10 -7 12 13 14 15 16 17 -2 -19 -20 -17 -13 23 -23 25 26 -14 -26 -29 -30 right_child=11 8 3 5 7 9 -8 -9 -10 -11 -12 21 24 -15 -16 20 -18 18 19 -21 -22 22 -24 -25 27 -27 -28 28 29 -31 leaf_value=-0.0010301519079279967 0.0014711125513013823 0.0023762236236602218 0.0036556128165407811 -0.0034839329838725107 -0.0021230788950731137 0.0013402583925516726 -0.0046091330309155762 0.012048318837063636 0.0063737065561558469 0.0008437826003185393 0.012068146985842449 0.0003510292131088442 0.0019930436449328791 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15583 27677 10624 4135 272 653 1056 954 3371 3891 376 276580 5370 7831 37118 8317 56919 13368 18 369 12880 3160 4123 82 119320 21566 16124 62897 614 1103 internal_value=0 0.00142643 0.000559935 0.00171031 0.00360543 -0.000656975 0.00232888 0.0103823 0.00286466 0.00281311 0.0068132 -0.000203796 -0.000394995 1.72015e-05 -0.000117139 0.000281809 -8.04903e-05 0.000588727 -0.000354471 0.00838709 0.00173877 0.000208219 -0.00161614 0.000986801 -0.000946397 -0.00197357 -0.000787509 -0.000686738 -0.00161365 0.00370246 internal_weight=0 1561.03 974.135 565.22 313.915 251.304 264.156 49.759 586.894 112.819 37.2194 11056.5 7551.99 4321.49 4037.89 3113.57 2493.51 1141.84 551.904 14.2044 620.057 3504.56 254.421 96.006 3230.5 651.857 333.775 2578.64 773.897 41.4183 internal_count=734512 71170 40122 21961 12906 9055 11680 1226 31048 4920 1029 663342 379397 152403 144572 107454 86257 29338 13755 387 21197 283945 7365 3242 226994 43060 21494 183934 64614 1717 is_linear=0 shrinkage=0.01 Tree=628 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 10 10 11 11 10 10 1 11 10 2 2 10 1 10 10 10 2 1 4 10 10 2 2 1 10 split_gain=548.853 469.73 54.5896 37.5044 45.7704 37.3174 34.9013 28.064 27.7266 26.1342 22.5793 21.8093 27.4179 21.2533 21.1594 22.4526 21.7978 20.8117 25.2597 18.2021 35.636 22.5197 18.1081 19.13 16.5638 25.7874 16.3767 22.1558 17.2949 39.7402 threshold=0.99991196393966686 6.1522598571173157e-06 0.00038402208883780005 -390.49999999999994 6.4350000000000014 3.9350000000000005 4.9450000000000012 6.6738297732626972e-07 0.99999910593032848 5.5250000000000012 4.1750000000000007 -85.499999999999986 0.92614999413490307 5.3550000000000013 0.58374587458745886 0.63673020527859248 5.3650000000000011 -281.49999999999994 7.3800000000000008 2.5250000000000004 2.5650000000000004 0.66751700680272119 -351.49999999999994 1.5000000000000002 5.0650000000000004 5.3450000000000006 0.286115569823435 0.29963503649635043 -19.499999999999996 5.9350000000000014 decision_type=2 2 2 10 8 10 10 2 2 8 10 10 2 10 2 2 10 10 10 10 10 2 10 8 10 8 2 2 10 8 left_child=1 7 9 4 6 11 -4 -1 10 22 -2 19 -13 -8 -15 -16 -17 18 24 21 -21 -5 23 -3 -12 -26 -11 -28 -29 -30 right_child=8 2 3 5 -6 -7 13 -9 -10 26 17 12 -14 14 15 16 -18 -19 -20 20 -22 -23 -24 -25 25 -27 27 28 29 -31 leaf_value=-0.0089095218592604841 0.0081710413922979237 0.094098634446875468 -0.00089604215356694453 -0.0022733506992012819 0.0030039978542574998 0.0011105593584191205 -0.0069740658059961108 -0.0053573288470540447 0.0096804623220242362 -0.0019007334530526832 -0.0033858380239126223 -0.00012688727922778519 0.0042226377130738357 -0.0044528852673019525 0.013384611383159472 0.016073599312502698 -0.0069234234199621646 0.0050751767949870942 0.0063642811947450893 0.0089982954459383938 -0.0014041190633165936 -0.0091860394466353763 -0.0021625683080120266 -0.0058273399614994009 -0.050844794843575805 -0.01184777318250752 0.033077967540041261 0.0015052771669413318 0.09249867808789819 0.0073752982761823476 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6.1522598571173157e-06 0.0012464885949156502 -351.49999999999994 -8.4999999999999982 7.035000000000001 0.99188911914825451 2.5250000000000004 3.9950000000000006 2.4250000000000003 6.6738297732626972e-07 0.54186137071651097 -89.499999999999986 1.5000000000000002 -125.49999999999999 5.285000000000001 0.76014459133148204 22.500000000000004 18.500000000000004 -20.499999999999996 0.95867486338797814 -13.499999999999998 5.495000000000001 1.0000000180025095e-35 0.96394401788711548 6.5000000000000009 2.5650000000000004 5.6250000000000009 510.50000000000006 82.500000000000014 decision_type=2 2 2 10 8 8 2 10 10 10 2 2 10 2 10 10 2 10 10 10 2 10 10 2 2 2 10 10 2 2 left_child=1 10 3 9 6 8 7 11 17 -3 -1 12 14 -13 -4 -5 -16 -6 -17 29 21 22 -21 26 -7 -24 -9 -8 -29 -20 right_child=-2 2 4 15 5 24 27 23 -10 -11 -12 13 -14 -15 16 18 -18 -19 19 20 -22 -23 25 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.008899371331045668 0.0089791113599467301 0.0026688663583389889 -0.0031326430433248394 -0.001650670742073943 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0.51173227885738004 4.5371410355437538 0.61534492857754208 7.5718757081776848 65.345491048879921 0.5918517429381609 5830.9386664265767 251.01853660680354 6.5272182822227469 53.995403720298782 leaf_count=284791 93269 752 435 77465 767 2011 6801 496 13382 34544 116434 1170 3159 1477 237 7073 54 10614 15778 83 25 660 18 86 5182 27 47412 4787 38 5485 internal_value=0 -0.000481624 8.51722e-05 -0.00154797 0.000395664 -0.000816649 0.000703682 0.000494983 -0.0013893 -0.00467312 -0.00739654 -0.00128428 -0.00263154 0.000784169 -0.00735176 -0.000895414 -0.0127663 -0.000329852 0.00117646 0.00239916 0.01859 0.0134041 0.0431912 0.000778138 0.00310378 0.0806394 0.000798704 0.00324758 0.00134439 0.00199739 internal_weight=0 11960.1 11054 1765.85 9288.16 1881.77 7406.38 6844.84 1641.94 305.033 906.066 939.744 569.082 370.662 108.183 1460.82 47.379 1010.97 390.253 301.053 7.28968 6.77795 2.24081 5905.1 239.834 1.2072 5897.53 561.542 257.546 293.764 internal_count=734512 641243 240018 141910 98108 31956 66152 54526 24763 35296 401225 6532 3885 2647 726 106614 291 11381 29149 22076 813 788 128 47994 7193 45 47908 11626 4825 21263 is_linear=0 shrinkage=0.01 Tree=630 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 11 2 6 1 3 2 6 6 1 47 11 11 2 1 1 1 2 1 11 3 2 1 1 1 split_gain=536.335 463.021 55.0068 35.547 34.0036 38.6993 28.1556 20.1002 15.3642 16.8285 14.1257 16.2029 13.3489 12.0001 10.9294 11.269 10.9102 10.6223 10.9018 10.3679 16.3109 11.1605 21.1757 10.1749 9.26606 9.18332 9.08652 16.438 27.9865 10.8747 threshold=0.99997669458389293 6.1522598571173157e-06 0.0012464885949156502 -351.49999999999994 -8.4999999999999982 0.99188911914825451 6.6738297732626972e-07 0.88478556841388711 317.50000000000006 -36.499999999999993 0.31287650602409645 0.68438714235252573 211.50000000000003 416.50000000000006 -351.49999999999994 1.0000000180025095e-35 0.99999910593032848 0.49114476144313818 0.75110619469026563 -124.49999999999999 -129.49999999999997 -111.49999999999999 0.20701970443349751 -114.49999999999999 0.76014459133148204 0.78297101449275375 0.45848997493734339 -251.49999999999997 -255.49999999999997 -191.49999999999997 decision_type=2 2 2 10 8 2 2 2 2 10 2 2 2 2 10 2 2 2 2 10 10 10 2 10 2 2 2 10 10 10 left_child=1 6 3 -3 5 10 -1 12 -7 -10 -4 13 17 14 15 -12 -2 -6 -19 20 26 22 -21 -24 -23 -8 -16 28 -28 -29 right_child=16 2 4 -5 7 8 25 -9 9 -11 11 -13 -14 -15 19 -17 -18 18 -20 21 -22 24 23 -25 -26 -27 27 29 -30 -31 leaf_value=-0.0088891455590269456 0.0065160813040998347 -0.0046479686021191806 -0.00022807853793434279 -0.00088726530216887665 -0.0020877436849661615 0.0035697396352040935 -0.0060781907316311791 0.0030410910253708423 -0.010059871477871995 0.0087803101423313042 0.0079378271995564388 0.01073716475315842 0.0029779379629179827 -0.0031649007196310175 -0.00044852483507319235 0.0016834547855508653 0.0096709053756312766 -0.00032576993808773277 -0.0079990922461701287 0.01174773287957376 -0.0073368596384489251 0.00071796537343020146 -0.002518199752829099 0.0088884633202285721 0.0022210559682351977 -0.0021711861887746195 0.0021517519790891096 -0.0030853615648630461 0.016027858065671436 0.0017493353828008371 leaf_weight=519.73085822619032 141.04388570203446 303.62626422685571 1956.6233286280185 1459.6034259309527 819.84410959295928 536.61569131352007 304.74300304427743 126.46787660382688 16.72230865247548 6.6171353459358206 41.63877201359719 16.279531825333834 77.235260260757059 77.289031013846397 861.58651079982519 93.491761068813503 491.98798948875628 837.70175166521221 18.933894271496683 27.789656294509768 29.80174495279789 2785.5396769549698 30.258454276248813 10.545505214482544 480.94564183428884 74.958447278884705 230.54630041774362 103.00391908083111 15.512947324663399 84.84703273512423 leaf_count=284791 13832 35296 14022 106614 14385 11435 92754 2114 128 63 354 86 1376 868 7526 913 79437 13838 243 181 314 22252 308 90 3668 23680 2054 984 99 807 internal_value=0 -0.000477299 8.43497e-05 -0.00153485 0.00039181 0.000696719 -0.00737687 -0.000809163 0.00322428 -0.00471835 0.000489973 0.000777339 -0.00108682 0.000744064 0.000807065 0.00361066 0.00896799 -0.00127408 -0.00049537 0.000725773 -2.24514e-05 0.0010231 0.00501507 0.000429775 0.000939275 -0.00530689 0.00014581 0.00132594 0.00302658 -0.000901664 internal_weight=0 11948.5 11049.1 1763.23 9285.84 7405.65 899.432 1880.18 559.955 23.3394 6845.7 4889.08 1753.72 4872.8 4795.51 135.131 633.032 1676.48 856.636 4660.38 1325.3 3335.08 68.5936 40.804 3266.49 379.701 1295.5 433.91 246.059 187.851 internal_count=734512 641243 240018 141910 98108 66152 401225 31956 11626 191 54526 40504 29842 40418 39550 1267 93269 28466 14081 38283 11784 26499 579 398 25920 116434 11470 3944 2153 1791 is_linear=0 shrinkage=0.01 Tree=631 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 1 1 4 5 5 2 2 1 4 11 5 4 3 4 2 1 11 1 1 4 1 5 1 split_gain=530.129 457.346 53.9752 35.0737 33.4881 33.8127 28.1992 16.539 20.9789 14.4941 16.3618 14.2134 13.7565 13.6638 15.485 13.0086 16.882 12.7467 12.5413 11.8372 25.1023 15.9484 12.3641 10.9681 10.4213 14.1877 19.7195 11.4515 20.7981 29.298 threshold=0.99997669458389293 6.1522598571173157e-06 0.0012464885949156502 -351.49999999999994 0.98303884267807018 -1.0000000180025095e-35 6.6738297732626972e-07 -124.49999999999999 -128.49999999999997 19.500000000000004 5.5000000000000009 4.5000000000000009 0.6288018433179724 0.14337101747173689 -35.499999999999993 1.5000000000000002 9.5520703325746595e-05 3.5000000000000004 18.500000000000004 0.31287650602409645 27.500000000000004 0.68438714235252573 -351.49999999999994 0.99999910593032848 -122.49999999999999 -111.49999999999999 28.500000000000004 -253.49999999999997 1.5000000000000002 -255.49999999999997 decision_type=2 2 2 10 2 8 2 10 10 8 10 10 2 2 10 8 2 8 10 2 8 2 10 2 10 10 10 10 10 8 left_child=1 6 3 15 5 11 -1 8 -6 -7 17 19 -10 14 -13 16 -3 -11 -5 20 -4 22 -21 -2 27 26 -26 28 29 -24 right_child=23 2 4 18 7 9 -8 -9 12 10 -12 13 -14 -15 -16 -17 -18 -19 -20 21 -22 -23 24 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1.3659965470433233 73.421347361989319 7.0815414860844603 301.74818322260398 0.27048864495009184 39.956560851074755 1313.8556907931343 131.50087384320796 1551.3010117616504 16.21857700124383 364.04511420894414 487.34320175461471 18.178483100607991 3224.6040355600417 37.17201684974134 610.21284372918308 327.16297103744 15.530729712918399 leaf_count=284791 13832 32 2383 12271 14116 1079 116434 9875 36 18373 245 390 19 663 58 35254 10 1047 94343 1232 10671 84 2863 79437 140 25618 333 5642 3150 91 internal_value=0 -0.000472998 8.35402e-05 -0.00152172 0.000387986 0.000169389 -0.00735712 0.00203816 0.000940602 -0.00120991 -0.00143617 0.000468428 -0.0215816 -0.0027132 0.000659436 -0.00462175 0.0437969 -0.00156044 -0.00087913 0.000534738 -0.000142605 0.000799545 0.00076559 0.00895689 0.000679102 0.000980805 0.00600076 -7.23089e-05 0.00079417 0.0023868 internal_weight=0 11937.2 11044.3 1760.69 9283.64 8197.7 892.865 1085.94 606.345 1460.63 1388.97 6737.07 4.1078 137.544 64.123 302.302 0.55387 1371 1458.39 6599.53 1854.9 4744.63 4728.41 627.506 4596.91 3279.95 55.3505 1316.95 706.739 379.576 internal_count=734512 641243 240018 141910 98108 74062 401225 24046 14171 20744 19665 53318 55 1111 448 35296 42 19420 106614 52207 13054 39153 39069 93269 37837 26091 473 11746 6104 2954 is_linear=0 shrinkage=0.01 Tree=632 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 6 10 11 10 10 10 1 10 10 1 5 11 1 1 5 10 11 5 5 6 11 1 10 10 6 split_gain=523.991 451.731 52.9743 36.701 31.427 30.7569 30.6834 28.2413 25.8527 24.6871 23.0523 21.0062 25.3255 21.4434 38.9473 43.9613 24.6179 20.5225 19.5367 19.4926 19.48 17.6406 17.2689 15.8114 19.625 15.3269 15.1027 22.2991 14.436 13.2108 threshold=0.99997669458389293 6.1522598571173157e-06 0.00025899744650810004 -37.499999999999993 0.85901859402656566 313.50000000000006 5.7950000000000008 6.6738297732626972e-07 3.4550000000000005 5.3550000000000013 3.7550000000000003 -19.499999999999996 5.0150000000000006 4.9450000000000012 -36.499999999999993 3.5000000000000004 0.063380397856235463 -63.499999999999993 -26.499999999999996 1.5000000000000002 6.2550000000000008 0.010294413659721552 2.5000000000000004 2.5000000000000004 28.500000000000004 0.99188911914825451 -63.499999999999993 5.7250000000000005 7.5550000000000006 1931.5000000000002 decision_type=2 2 2 8 2 2 8 2 10 8 8 10 10 10 10 10 2 10 8 10 8 2 10 10 2 2 10 10 10 2 left_child=1 7 9 4 8 23 11 -1 17 -3 -7 13 -13 22 -15 -16 21 -4 20 -10 -8 -17 -5 25 -25 -6 27 -26 -12 -11 right_child=-2 2 3 6 5 10 18 -9 19 29 28 12 -14 14 15 16 -18 -19 -20 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31 leaf_value=-0.0088684665991603986 0.008945730127618302 -0.0032417931940084662 -0.0013654419410695188 -0.00062854036264612962 0.0019077180601457992 0.0099608538131416083 0.0077839694078165643 -0.0052564104720815331 0.0012680729285690965 -5.7840946633242194e-05 -0.01262996859413283 -0.00033296286887582672 0.009000138086709528 -0.0056845622996477396 -0.0010305617335285469 0.074548248023717262 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1804 36 49 5455 8659 17575 608 15 1676 1648 105 8961 427 303 29 55 internal_value=0 -0.000468717 8.27326e-05 0.000303669 0.000679658 0.00211145 -0.00067044 -0.00733727 0.00037607 -0.00208911 -0.00650565 -0.00112162 0.00276963 -0.00135088 -0.00328311 0.000270007 0.018632 -0.000612495 0.00176652 0.000814477 -0.00279747 0.0456977 -0.00085181 0.00239365 -0.000150116 0.00290117 -0.00535307 -0.00817876 -0.00999614 1.18811e-05 internal_weight=0 11926.4 11040 10020.6 7230 1264.82 2790.65 886.362 5965.18 1019.38 40.1075 2354.7 131.011 2223.69 456.451 184.084 12.1761 1832.68 435.951 4132.5 77.1856 2.63369 1767.24 1224.71 203.71 1021 53.4675 41.6844 33.0927 361.137 internal_count=734512 641243 240018 126744 80432 17052 46312 401225 63380 113274 240 36914 1362 35552 11613 1904 100 16742 9398 46638 739 51 23939 16812 2483 14329 835 408 171 31107 is_linear=0 shrinkage=0.01 Tree=633 num_leaves=31 num_cat=0 split_feature=5 2 3 3 47 5 40 3 3 3 2 3 2 2 13 18 3 5 47 47 3 2 3 0 2 47 2 5 5 2 split_gain=25.8825 14.9533 11.807 14.1871 12.2276 11.1657 10.3788 9.25479 11.6601 8.122 11.8476 38.3218 19.1013 11.6461 11.0373 10.2853 13.2002 19.6533 20.2248 11.6873 11.5161 10.0395 12.6981 14.5719 16.5029 10.4921 9.84333 7.82723 7.64768 11.1041 threshold=2.5000000000000004 0.25092592592592594 0.95260557053009898 0.94754041967664271 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 0.88251725271114034 0.87577160493827166 0.96190130624092907 0.49882629107981225 0.4817045961624275 0.40553289138194804 0.31216397849462368 1.0000000180025095e-35 1.0000000180025095e-35 0.16749174917491746 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.31287650602409645 0.18142633228840127 0.93323201621073981 1.0000000180025095e-35 0.10022831050228312 1.0000000180025095e-35 0.93063352044907788 1.5000000000000002 1.5000000000000002 0.10022831050228312 decision_type=10 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 10 10 2 left_child=6 2 3 7 -5 -3 9 8 -2 10 12 15 13 21 -14 16 17 18 26 -19 -17 22 23 28 25 27 -12 -25 -1 -30 right_child=1 5 -4 4 -6 -7 -8 -9 -10 -11 11 -13 14 -15 -16 20 -18 19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=0.0015358749302032337 0.00058841316100544604 -0.00072424738555822577 -0.0032125208108930103 -0.015081192808399787 0.015599434152558187 -0.0031792356959379877 -0.008868399009428922 -0.003741681209362125 0.0120173513101669 0.00098228287361989942 -0.0021049722794686033 0.0019401360169262751 -0.0016775527988374362 0.00078571492210636465 0.019808012463732757 -0.00078825405250605891 -0.00072409644239598847 -0.0016941819320364631 -0.00075029425922961204 0.00651673415600752 0.0048180972389068027 -0.0010411720027321122 -0.0023088583200104487 0.0011900433762212529 0.005861838548990932 -0.0014263295327519208 0.0037871638367062855 -0.004061577086974748 0.0019125128285989669 -0.002869381675110731 leaf_weight=878.62588593992405 379.39575781754684 304.90840688080061 97.46410102583468 1.4934379383921594 9.9777123588137329 472.13130080286646 12.734826785395851 49.309275662060827 9.1417929994640854 1095.451930013136 33.715103517752141 1259.656228076783 835.15152772504371 1409.575263378385 2.3978089276934034 63.995636968757026 1981.8647872922593 21.91095289378427 591.08067993144505 83.012898426619358 85.711135490913875 1182.4547809492797 202.35029575834051 308.80792475922499 39.291106395889074 714.99585694924463 178.26783261506353 31.25285893632099 90.548023108858615 104.72405330045149 leaf_count=34655 35217 33890 6329 326 147 49754 689 4767 566 34037 2258 56658 60162 82937 109 2754 131375 1163 13906 2755 2802 79350 22321 16562 1831 27941 11725 1474 7131 8921 internal_value=0 -0.00132437 -5.73896e-05 0.000627008 0.0116051 -0.0022159 0.00015417 0.000339393 0.000857321 0.000164433 7.57234e-05 0.000473549 -0.000219154 1.66011e-05 -0.00161604 -0.000134235 -0.000266634 0.000731869 0.000200078 0.00480207 0.00242153 -0.000288524 8.68978e-05 0.00031048 -0.000501616 -0.000738596 0.00285004 0.0007074 0.00113804 -0.000652008 internal_weight=0 1323.82 546.782 449.318 11.4712 777.04 11207.6 437.847 388.538 11194.8 10099.4 4299.22 5800.18 4962.63 837.549 3039.56 2889.85 907.987 803.064 104.924 149.707 3553.05 2370.6 2168.25 1094.35 1055.06 211.983 340.061 1073.9 195.272 internal_count=734512 130996 47352 41023 473 83644 603516 40550 35783 602827 568790 225396 343394 283123 60271 168738 163182 31807 27889 3918 5556 200186 120836 98515 47808 45977 13983 18036 50707 16052 is_linear=0 shrinkage=0.01 Tree=634 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 10 10 10 11 1 3 6 1 10 4 1 10 1 1 1 1 4 6 10 6 10 11 1 11 split_gain=517.755 445.887 52.0338 34.557 32.5613 32.7037 34.1001 28.6683 28.4513 28.2872 27.8073 24.4663 29.6467 29.3757 22.4288 23.16 22.6073 21.0933 30.0361 61.1221 25.1504 20.9229 20.5065 19.5075 18.7673 18.4611 24.7655 18.0113 17.7016 17.4097 threshold=0.99997669458389293 6.1522598571173157e-06 0.0012464885949156502 -351.49999999999994 0.98303884267807018 -1.0000000180025095e-35 2.5250000000000004 2.1050000000000004 2.4250000000000003 6.6738297732626972e-07 -204.49999999999997 0.54186137071651097 1.5000000000000002 -89.499999999999986 5.1250000000000009 19.500000000000004 -20.499999999999996 6.1150000000000011 -59.499999999999993 -52.499999999999993 -61.499999999999993 -125.49999999999999 29.500000000000004 29.500000000000004 2.5650000000000004 1.0000000180025095e-35 5.6650000000000009 0.76014459133148204 -25.499999999999996 0.00020295658032405003 decision_type=2 2 2 10 2 8 10 10 10 2 10 2 2 10 10 10 10 10 10 10 10 10 10 2 10 2 10 2 8 2 left_child=1 9 3 8 5 6 11 -6 -3 -1 -9 13 -13 21 -5 -16 -17 -12 20 -20 23 -4 -18 -19 -8 26 29 -23 -21 -24 right_child=-2 2 4 14 7 -7 24 10 -10 -11 17 12 -14 -15 15 16 22 18 19 28 -22 27 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0088575447669662546 0.0089341647812770861 0.0027497871396651298 -0.0034347905077646498 -0.0017261943563673166 0.0059079895403651543 -0.0011923824435727667 0.0060341033072720957 -0.00048094577539934769 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47029 464 63 276 690 52 is_linear=0 shrinkage=0.01 Tree=635 num_leaves=31 num_cat=0 split_feature=10 1 1 1 2 1 10 5 10 10 10 1 4 1 1 10 1 1 1 10 10 2 10 10 1 4 13 2 1 2 split_gain=33.0196 59.0861 25.3012 37.3555 24.1695 22.8364 80.1423 18.4256 24.2218 31.3238 17.6254 42.1003 36.3661 23.3551 22.9884 32.6375 44.6771 39.1359 27.7987 36.5993 25.055 19.5848 20.6336 25.7999 19.5586 17.3061 16.7864 28.8434 16.6482 16.7047 threshold=1.3650000000000004 -361.49999999999994 -89.499999999999986 -125.49999999999999 0.63582887700534763 -8.4999999999999982 3.9350000000000005 1.5000000000000002 2.5250000000000004 2.6150000000000007 5.2350000000000012 -251.49999999999997 27.500000000000004 -22.499999999999996 -66.499999999999986 6.0450000000000008 -57.499999999999993 -56.499999999999993 -71.499999999999986 5.4750000000000005 6.2750000000000012 0.17416582406471184 5.3450000000000006 5.4850000000000012 -62.499999999999993 22.500000000000004 1.0000000180025095e-35 0.44405320813771521 -11.499999999999998 0.29963503649635043 decision_type=10 10 10 10 2 8 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 2 10 10 10 10 2 2 10 2 left_child=1 -1 3 -3 -5 7 25 8 -2 -10 12 21 28 14 18 -16 20 -18 26 -20 24 -12 -23 -24 -17 -7 -13 -28 -11 -30 right_child=5 2 -4 4 -6 6 -8 -9 9 10 11 13 -14 -15 15 16 17 -19 19 -21 -22 22 23 -25 -26 -27 27 -29 29 -31 leaf_value=0.0043755903442600748 -0.0025079065720693778 -0.00023770186977035038 0.00079799321442947969 -0.0027439079683454055 -0.015601675566218776 0.0051097798371475302 -0.0031467209611233792 -0.00066114550550987943 0.0057360967027903888 -0.0026004641830419512 0.0003025960894014773 0.0007182459269377213 0.00037850785803146894 0.0083276278979345884 0.00037948848233908646 -0.014329127628612033 -0.018234449112962684 -0.0044325097130827173 -0.002887350389031334 0.014236478094513141 -0.0075020477479072149 0.012147582287979413 -0.0037146931108558629 0.0059109870669004343 0.0047216894449045796 0.00031197487902723351 -0.004363891399123237 0.076903608935858861 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threshold=1.3650000000000004 -361.49999999999994 -89.499999999999986 -125.49999999999999 0.63582887700534763 -8.4999999999999982 3.9350000000000005 1.5000000000000002 2.5250000000000004 2.6150000000000007 5.2350000000000012 -251.49999999999997 0.8238526179702651 -22.499999999999996 -66.499999999999986 6.0450000000000008 -57.499999999999993 -56.499999999999993 -71.499999999999986 5.4750000000000005 6.2750000000000012 0.19895833333333332 -62.499999999999993 1.0000000180025095e-35 1.0000000180025095e-35 -122.49999999999999 -111.49999999999999 0.74478940512375169 -103.49999999999999 1.0000000180025095e-35 decision_type=10 10 10 10 2 8 10 10 10 10 10 10 2 10 10 10 10 10 10 10 10 2 10 2 8 10 10 2 10 2 left_child=1 23 3 -3 -5 7 -7 8 -2 -10 -11 12 -12 14 18 -16 20 -18 25 -20 22 -21 -17 24 -1 -13 27 -27 -6 -28 right_child=5 2 -4 4 28 6 -8 -9 9 10 11 13 -14 -15 15 16 17 -19 19 21 -22 -23 -24 -25 -26 26 29 -29 -30 -31 leaf_value=-0.0026375601850819465 -0.0024845528283145143 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566.556 internal_count=734512 71170 26714 5747 1327 663342 161656 501686 280415 273937 272434 112852 18628 94224 91941 28109 5202 2886 63832 3005 2316 1153 1694 44456 24183 60827 28284 1396 371 26888 is_linear=0 shrinkage=0.01 Tree=637 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 6 1 5 1 1 6 1 1 6 1 5 6 2 2 1 1 2 11 1 5 5 2 1 split_gain=510.953 439.71 51.0816 44.7925 28.3653 27.1606 24.1795 22.2678 20.7676 19.3152 24.0784 42.3607 20.8168 19.077 18.5489 14.7799 13.7225 13.597 12.1148 11.8148 15.2397 12.7346 11.5873 11.5669 11.2298 10.2686 19.5149 12.856 19.5489 12.3358 threshold=0.99997669458389293 6.1522598571173157e-06 0.013544866815209352 -39.499999999999993 6.6738297732626972e-07 0.99188911914825451 -364.49999999999994 193.50000000000003 -23.499999999999996 3.5000000000000004 -60.499999999999993 -56.499999999999993 317.50000000000006 -25.499999999999996 -57.499999999999993 50.500000000000007 -24.499999999999996 1.5000000000000002 398.50000000000006 0.88478556841388711 0.75110619469026563 -371.49999999999994 -66.499999999999986 0.44487847222222227 0.99999910593032848 -351.49999999999994 3.5000000000000004 3.5000000000000004 0.89619252873563238 -64.499999999999986 decision_type=2 2 2 8 2 2 10 2 10 8 8 8 2 8 10 2 8 10 2 2 2 10 10 2 2 10 10 10 2 8 left_child=1 4 3 17 -1 6 7 19 -5 10 12 14 22 -13 -12 -11 -15 -3 25 20 -4 -22 -7 -18 -2 26 -8 -27 -29 -30 right_child=24 2 5 8 -6 9 18 -9 -10 15 11 13 -14 16 -16 -17 23 -19 -20 -21 21 -23 -24 -25 -26 27 -28 28 29 -31 leaf_value=-0.0088460834696797129 0.0063990177848082417 0.00016815950169143921 -0.0011922000135257238 -0.0034867371159137627 -0.0051992696655248014 0.0043063446325518643 0.00094823935682866137 0.0046307613240419354 0.0015701105817269498 -0.0008188788097289847 0.0021663382989624844 0.0052706776557414113 -0.0097358224481865849 -0.034423964896496496 -0.016950913919460287 -0.013796771671923991 -0.0010746381116499026 -0.001417519255491683 -0.00353292211501898 0.0022827545935875664 -0.0063695513620204945 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14.4814 38.5941 23.2515 16.5327 14.2528 26.5023 52.0569 13.656 13.7942 12.343 11.8574 45.0337 13.4381 13.3393 12.1097 11.6078 11.287 11.9027 39.204 threshold=0.99997669458389293 6.1522598571173157e-06 0.00025899744650810004 0.96394401788711548 6.6738297732626972e-07 1.3650000000000004 3.3950000000000005 5.3550000000000013 1.0000000180025095e-35 161.50000000000003 85.500000000000014 6.3750000000000009 0.57719393282773568 5.3814124839846052e-05 0.72771403353927633 5.3650000000000011 340.50000000000006 432.50000000000006 1931.5000000000002 6.0250000000000012 6.2950000000000008 1.0000000180025095e-35 1.0000000180025095e-35 0.52016260162601646 9.2600000000000016 1.0000000180025095e-35 0.76024883359253514 0.99999910593032848 3.9050000000000007 52.500000000000007 decision_type=2 2 2 2 2 10 10 8 2 2 2 10 2 2 2 8 2 2 2 8 10 2 2 2 10 2 2 2 10 2 left_child=1 4 7 6 -1 -5 8 -3 9 -4 -9 15 -13 14 -14 16 -12 -18 -17 -20 -6 25 24 -24 -23 -8 -25 28 -2 -30 right_child=27 2 3 5 20 -7 21 10 -10 -11 11 12 13 -15 -16 18 17 -19 19 -21 -22 22 23 26 -26 -27 -28 -29 29 -31 leaf_value=-0.0088354642539152442 0.0087880756306110957 -0.0031893246977822633 -0.0014956280153372201 0.0058899398822365211 -0.0058919467009867768 0.0012963538100752034 0.00065776539434735657 -0.00078472059649520396 0.00028660082638316955 0.0027268918454117232 0.0087355462835843837 0.0066139588654982422 0.12756184474465454 0.0046988739855239638 0.052999906241003959 -0.00030435654306640157 0.31913058991100302 -0.01005222323953176 0.10009348909964452 -0.01010210284926818 -0.00052042430835656784 -0.0022721093931052836 0.0023231993499999585 -0.0056692068703719269 0.01560575337887392 0.0090030947245164413 0.0018616906376112731 0.0096458921540497813 0.0053872522097099728 -0.024582085644035807 leaf_weight=496.69623715407215 81.666390016442165 653.32332142081577 1789.4280836004764 146.42766393348575 320.05863917525858 1200.8791208635084 4447.832328296965 305.45775270240847 1042.705755148083 127.90184445306659 0.5320923300459971 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0.724821 0.192729 38.0599 0.467138 369.437 5697.02 1231.73 558.881 672.847 4465.29 82.0079 605.035 136.05 54.3833 internal_count=734512 641243 240018 126744 401225 26660 100084 113274 26009 17957 31107 6826 1318 98 66 5508 159 46 5349 52 116434 74075 12576 5853 6723 61499 1004 93269 13832 3267 is_linear=0 shrinkage=0.01 Tree=639 num_leaves=31 num_cat=0 split_feature=10 47 6 6 2 2 6 6 40 18 3 6 10 3 10 2 2 2 6 2 10 6 47 10 24 2 10 10 6 18 split_gain=30.8688 42.778 21.8161 36.1121 58.5169 57.3287 22.0167 18.9313 18.4119 16.7732 14.3712 12.7765 20.972 12.4199 11.7315 16.2694 18.1302 33.4252 36.5633 19.0028 21.8098 17.0122 16.5705 10.9571 10.3998 9.99931 10.0512 12.5993 9.67153 9.59687 threshold=1.3650000000000004 1.0000000180025095e-35 9.5000000000000018 10.500000000000002 0.31296641791044782 0.33463541666666669 35.500000000000007 195.50000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.8185736677115989 416.50000000000006 4.5750000000000011 1.0000000180025095e-35 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411 3323 17386 1616 252904 12910 98020 26832 5124 7233 29013 789 6265 9846 202 3113 4093 82 496 12684 internal_value=0 0.00132591 0.000146241 0.00282125 0.00184512 0.00637375 0.0181559 0.00246889 -0.000188293 0.00368788 -0.00399608 -0.000175178 -0.00286591 0.000889776 -0.000131727 -0.000355606 -0.000469756 -0.000192802 0.00154407 -0.000550797 -0.00231355 0.00023329 -0.00266102 -0.000308924 0.000355527 0.0003382 -0.00158383 0.000981041 -0.00600966 0.000492011 internal_weight=0 1535.27 1023.89 234.926 221.214 124.607 31.0176 93.5895 10939.3 511.379 96.6067 10928.1 173.665 83.3184 10754.4 7368.72 6958.07 5375.62 918.646 4456.98 537.769 206.886 168.783 3919.21 3385.7 3382.4 250.621 94.9206 75.9156 3131.77 internal_count=734512 71170 24987 4923 4781 2426 458 1968 663342 46183 2355 662614 20709 1713 641905 368827 355917 257897 38221 219676 37035 8022 11389 182641 273078 272876 7288 3195 1944 265588 is_linear=0 shrinkage=0.01 Tree=640 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 6 11 1 11 1 4 3 3 4 6 11 4 1 1 11 4 1 6 6 6 3 3 6 6 6 split_gain=498.715 428.741 49.4543 35.1451 30.0512 29.7491 28.4505 21.5955 18.6823 20.3128 16.9208 22.9065 15.5905 17.5751 14.3968 14.4429 12.5114 11.7536 11.3813 11.3372 10.4021 10.2734 18.2109 28.7469 15.255 11.542 10.3101 18.4644 24.7362 17.5928 threshold=0.99997669458389293 6.1522598571173157e-06 0.00025899744650810004 -37.499999999999993 0.85901859402656566 313.50000000000006 6.6738297732626972e-07 -323.49999999999994 0.12629276514053342 -24.499999999999996 19.500000000000004 0.27320574162679429 0.73368794326241138 28.500000000000004 17.500000000000004 0.0025646678404882004 42.000000000000007 -253.49999999999997 -64.499999999999986 0.99999910593032848 19.500000000000004 -68.499999999999986 29.500000000000004 27.500000000000004 158.50000000000003 0.90045045045045058 0.66536458333333337 17.500000000000004 9.5000000000000018 10.500000000000002 decision_type=2 2 2 8 2 2 2 10 2 10 8 2 2 10 2 2 8 10 10 2 8 10 2 2 2 2 2 2 2 2 left_child=1 6 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251.574 245.564 20.3913 19.387 524.352 internal_count=734512 71170 26714 5747 1327 663342 161656 51218 501686 111385 390301 303422 296509 169441 168129 30765 371 110438 108893 76070 39789 1545 39751 12685 19525 36281 35908 1566 1522 32823 is_linear=0 shrinkage=0.01 Tree=644 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 10 11 10 10 1 10 10 11 6 6 10 10 6 11 10 0 1 1 10 1 2 10 10 2 split_gain=491.937 422.285 48.4729 43.8094 28.5297 26.6206 38.0725 30.2224 29.8544 23.2798 20.0803 19.8789 21.0407 19.9192 18.7223 18.3951 18.2247 16.5674 18.7421 15.5064 15.3889 15.042 14.9474 34.6884 15.6488 14.6192 13.9501 15.7921 14.2961 13.7478 threshold=0.99997669458389293 6.1522598571173157e-06 0.017575767822563603 -39.499999999999993 6.6738297732626972e-07 -8.4999999999999982 7.1650000000000009 0.99188911914825451 2.5250000000000004 3.3950000000000005 -26.499999999999996 4.9450000000000012 5.4450000000000012 0.99991196393966686 24.500000000000004 193.50000000000003 5.0850000000000009 5.6250000000000009 510.50000000000006 0.98303884267807018 2.6550000000000007 1.0000000180025095e-35 -89.499999999999986 -146.49999999999997 1.5450000000000002 -8.4999999999999982 0.80104166666666676 5.2650000000000006 5.1350000000000007 0.71068484464172488 decision_type=2 2 2 8 2 8 8 2 10 8 10 10 10 2 2 2 8 10 2 2 10 2 10 10 10 10 2 10 10 2 left_child=1 4 3 9 -1 7 11 8 14 21 -5 15 13 25 22 -7 -12 -9 -19 -8 -10 -3 23 -4 -25 26 28 -28 -13 -16 right_child=-2 2 5 10 -6 6 19 17 20 -11 16 12 -14 -15 29 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.0088119119703636058 0.008885091738048953 -0.0032102646806293701 -0.0007632016339972807 -0.0033722346981950278 -0.0051142987830471685 -0.00087844769341495846 0.0018243204498424163 0.0047091960020689064 0.0046854395438194621 0.00020120245598920358 -0.0023714082384298876 -0.0039393270645528954 -4.8105636882295241e-05 -0.038997909828444963 0.0035202399401914686 0.0046798788393379032 0.0055717674798484032 0.0016706667245785104 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63 27 103 69 1461 46 internal_value=0 -0.000446623 7.87248e-05 -0.000848582 -0.00722822 0.000553898 -0.000566742 0.000880488 0.000639471 -0.000241684 -0.00278533 -0.00112887 -0.00365657 -0.00593432 -0.00149647 -0.000584468 0.00106206 0.00310688 0.00122747 0.00355959 0.0009145 -0.0020939 -0.00231805 -0.00556934 -0.0121788 -0.00555043 -0.00611628 0.00310322 -0.00712478 0.00243438 internal_weight=0 11853 11000.8 3727.17 852.193 7273.6 1641.4 5632.2 5082.05 2837.89 889.277 1444.6 255.994 156.934 579.731 1188.61 117.701 550.155 253.185 196.796 4502.32 547.629 479.51 109.2 45.9749 155.133 150.035 14.7938 135.241 100.221 internal_count=734512 641243 240018 173766 401225 66252 24440 41812 30186 118112 55654 17473 4160 3123 3648 13313 5328 11626 4825 6967 26538 19316 3088 691 263 3098 3071 172 2899 560 is_linear=0 shrinkage=0.01 Tree=645 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 5 11 1 5 1 1 11 1 3 1 11 1 1 5 11 1 1 1 5 1 1 3 5 split_gain=486.216 417.038 47.8144 33.8236 29.1425 28.5619 21.0237 18.598 18.0459 19.648 16.2915 14.7651 23.4413 12.9627 12.0083 13.6293 16.3964 11.9643 11.9622 12.1954 11.5814 11.5103 11.4927 52.7404 17.0697 11.3795 16.8331 11.0224 10.4309 9.59444 threshold=0.99997669458389293 6.1522598571173157e-06 0.00025899744650810004 -37.499999999999993 0.85901859402656566 6.6738297732626972e-07 -323.49999999999994 2.5000000000000004 0.12629276514053342 -24.499999999999996 3.5000000000000004 -344.49999999999994 -361.49999999999994 0.99188911914825451 -63.499999999999993 0.26365441906653431 -57.499999999999993 0.999200999736786 -49.499999999999993 -41.499999999999993 1.5000000000000002 0.99999910593032848 -60.499999999999993 -56.499999999999993 -57.499999999999993 5.5000000000000009 -35.499999999999993 -65.499999999999986 0.90844616376531284 8.5000000000000018 decision_type=2 2 2 8 2 2 10 10 2 10 10 10 10 2 10 2 10 2 10 10 10 2 10 10 10 10 10 10 2 10 left_child=1 5 6 4 10 -1 -3 13 9 25 18 12 -12 -6 -9 -16 -17 -18 -4 20 -20 29 27 24 -24 -5 -27 -15 -14 -2 right_child=21 2 3 8 7 -7 -8 14 -10 -11 11 -13 28 22 15 16 17 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0088010421641307422 0.0064904589067059553 -0.0047099924729648432 0.00031137318815498209 -0.0023074194496530923 0.001683748035980648 -0.0050890103571663917 -0.0012287647229290509 -0.0017348079603512754 -1.0481478813463278e-05 0.0020761799939080852 -0.0040303829340771931 -0.0023651508842408614 0.0066992918067513641 0.0040909943805803569 0.0094703026852604281 0.0096716159528887295 -0.021703930589069938 0.0067087238130289304 0.0033281995732070959 -6.1805836214089423e-05 -0.00089593377683011859 0.0096298114250780945 0.0017354781277437346 0.0048525529602022298 -0.016950184897610125 0.011211238235502878 -0.011661377004818362 0.0090913475177360967 0.022155470756706937 -0.028961559569910093 leaf_weight=482.9430582797504 132.25812348374166 222.66547175403684 4861.3261073888279 930.9084613637533 631.86803758516908 363.15030690142885 785.31497969315387 175.91031187865883 1700.6943562990054 124.02805757056922 18.134586167521775 329.28817297704518 13.592643950134518 244.27827410493046 21.947037349455059 5.3420719765126705 5.1051140725612623 2.0882951766252518 396.1014519771561 259.26043619867414 77.626409026794136 455.03477236605249 6.7647455576807287 87.797062984667718 17.630271750502288 13.535394216654824 4.2210284229367963 53.790588984265924 6.4326820876449338 0.76780645968392391 leaf_count=284791 13723 32083 50754 22022 5462 116434 81191 1800 22238 1708 340 4799 195 4971 570 65 39 42 3668 2607 979 79437 187 1938 114 290 54 1864 38 109 internal_value=0 -0.000442597 7.79719e-05 0.000287462 0.000648278 -0.00720781 -0.00199778 0.00203491 -0.000651114 -0.0016668 0.000356957 -0.00168276 0.00420575 0.00258243 -0.000677068 0.00471892 -0.00359976 -0.0134555 0.00049093 0.00168179 0.00263602 0.00887337 0.00396653 0.00123844 -0.0117686 -0.00215616 0.005774 0.00499338 0.0116642 0.00628583 internal_weight=0 11841.7 10995.7 9987.67 7214.28 846.093 1007.98 1252.52 2773.39 1072.69 5961.76 367.448 38.1599 1042.13 210.393 34.4825 12.5355 7.19341 5594.31 732.988 473.728 588.061 410.261 112.192 24.395 948.665 17.7564 298.069 20.0253 133.026 internal_count=734512 641243 240018 126744 80432 401225 113274 17052 46312 24074 63380 5372 573 14536 2516 716 146 81 58008 7254 4647 93269 9074 2239 301 22366 344 6835 233 13832 is_linear=0 shrinkage=0.01 Tree=646 num_leaves=31 num_cat=0 split_feature=5 4 1 1 6 6 1 6 4 4 40 6 1 3 1 1 1 5 3 3 6 1 6 4 24 1 1 6 1 4 split_gain=22.9806 13.2039 11.615 22.7587 13.5382 29.6188 12.5043 11.0036 10.4793 19.7001 9.78018 9.48841 9.05675 11.074 10.9154 9.04197 23.5913 11.2941 10.4132 16.623 28.5985 20.7671 11.5316 18.0191 11.3295 9.80365 16.4928 14.2393 14.1374 14.0865 threshold=2.5000000000000004 42.000000000000007 -341.49999999999994 -361.49999999999994 383.50000000000006 398.50000000000006 -353.49999999999994 491.50000000000006 9.5000000000000018 6.5000000000000009 1.0000000180025095e-35 95.500000000000014 -239.49999999999997 0.94754041967664271 -189.49999999999997 -41.499999999999993 -49.499999999999993 1.5000000000000002 0.87439320388349528 0.87577160493827166 10.500000000000002 -80.499999999999986 46.500000000000007 29.500000000000004 1.0000000180025095e-35 -253.49999999999997 -255.49999999999997 1.0000000180025095e-35 -210.49999999999997 19.500000000000004 decision_type=10 10 8 10 2 2 10 2 8 10 2 2 10 2 10 8 10 10 2 2 2 10 2 10 2 10 8 2 10 8 left_child=1 8 3 -2 6 -6 11 -4 9 12 15 -5 -1 -14 -15 16 18 -18 22 20 21 -20 24 -24 25 26 -10 -28 -27 -30 right_child=2 -3 7 4 5 -7 -8 -9 10 -11 -12 -13 13 14 -16 -17 17 -19 19 -21 -22 -23 23 -25 -26 28 27 -29 29 -31 leaf_value=0.0031681111250157572 -0.0038689781102414504 0.01477235269755988 -0.0013977711498818571 0.011906339584879095 0.22713267251395242 0.025783788259446067 0.00028964953875893076 -0.0098860331579447101 0.001066832552824007 -0.0033719776104910669 -0.0086610047631782237 -0.011742974685556285 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3023.6934455337469 leaf_count=8036 3801 265 122181 699 13 124 1603 2423 35693 23165 683 152 16916 27 3327 225941 20630 6663 469 37340 741 338 34656 49876 283 15114 160 290 14923 107980 internal_value=0 0.000145819 -0.00125556 0.00230171 0.0066019 0.0524629 0.00601786 -0.00150519 0.000137691 -0.00123046 0.000206697 0.0103916 0.000495578 -0.000652751 0.00375534 0.000217135 0.000429863 0.00225768 0.000242977 0.00118209 0.00722598 0.0126452 6.60051e-05 -0.000923301 0.000287099 0.000271472 0.00128491 0.0109646 4.67696e-05 0.000226496 internal_weight=0 11105.8 1307.98 85.7683 50.545 0.635593 49.9094 1222.22 11099.7 532.963 10566.7 28.3005 295.109 206.417 44.6603 10554.3 6906.24 640.629 6265.61 993.511 43.5137 30.0748 5272.1 963.012 4309.09 4305.09 781.306 17.2144 3523.79 3261.22 internal_count=734512 603516 130996 6392 2591 137 2454 124604 603251 51471 551780 851 28306 20270 3354 551097 325156 27293 297863 38888 1548 807 258975 84532 174443 174160 36143 450 138017 122903 is_linear=0 shrinkage=0.01 Tree=647 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 11 1 4 2 2 1 1 2 4 4 5 4 5 11 5 2 2 5 11 2 1 5 1 2 2 split_gain=480.667 411.573 46.8656 33.1314 33.767 28.6007 20.7622 16.2043 19.3871 18.2263 13.4644 37.24 21.9569 15.5968 13.4487 15.6453 12.4116 12.1949 11.5624 10.9202 13.3738 11.3237 11.1091 10.6626 10.6419 14.1948 18.4779 10.8935 12.3871 10.417 threshold=0.99997669458389293 6.1522598571173157e-06 0.00025899744650810004 0.96394401788711548 -390.49999999999994 6.6738297732626972e-07 -323.49999999999994 19.500000000000004 0.72771403353927633 1.0000000180025095e-35 -124.49999999999999 -128.49999999999997 0.66510903426791279 21.500000000000004 19.500000000000004 5.5000000000000009 42.000000000000007 3.5000000000000004 0.99999910593032848 3.5000000000000004 0.63673020527859248 0.38493064312736441 4.5000000000000009 0.9982588291168214 0.05298245614035086 -253.49999999999997 1.5000000000000002 -11.499999999999998 0.29963503649635043 0.44405320813771521 decision_type=2 2 2 2 10 2 10 8 2 2 10 10 2 8 8 10 8 8 2 8 2 2 10 2 2 10 10 8 2 2 left_child=1 5 6 4 14 -1 -3 8 9 -6 11 13 -13 -5 -4 17 -9 -16 -2 21 22 -15 -21 -12 -11 26 -26 29 -29 -27 right_child=18 2 3 10 7 -7 -8 16 -10 24 23 12 -14 19 15 -17 -18 -19 -20 20 -22 -23 -24 -25 25 27 -28 28 -30 -31 leaf_value=-0.008789666674870824 0.0062620477033254688 -0.0046831408908299382 0.0028755360897659145 0.0044946753027324329 -0.0035723530755749685 -0.0050621487917546573 -0.0012167354261825333 0.00049567265922095772 -0.0048602618116969712 0.0034147251981056438 0.0017702817102782308 -0.011986826239777331 -0.056246506246109912 -0.00064551439940035776 -0.0015048573446536202 0.0077134584475016888 0.016775159330429119 -0.0069708161150209471 0.009624642113534242 -0.0057702703880053597 -0.018588637966339205 0.0021314431875305807 0.0055425414912751774 0.0045144425919261986 0.0055132200283054779 -0.00013239410582003831 -0.0022963744503823576 -0.013991322109124873 0.020216096830815485 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0.00886189 0.000441518 -0.00424938 0.0008083 -0.00222308 0.00288193 0.000443318 -0.000202171 0.00259881 -0.00131396 0.0121691 -0.00156157 internal_weight=0 11829.6 10989.9 9983.98 8644.86 839.774 1005.89 7189.68 808.605 696.785 1339.12 751.578 5.24165 746.336 1455.17 1382.97 6381.08 1364.98 583.066 634.697 46.0281 588.668 40.3291 587.545 554.842 455.822 129.519 326.303 5.88422 320.419 internal_count=734512 641243 240018 126744 100084 401225 113274 74349 8917 7811 26660 15607 64 15543 25735 24420 65432 24126 93269 13530 581 12949 496 11053 6599 5778 1436 4342 81 4261 is_linear=0 shrinkage=0.01 Tree=648 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 10 3 10 1 1 10 1 10 10 10 5 1 10 6 6 6 0 5 1 11 10 6 5 split_gain=475.074 406.442 46.2919 41.688 28.6296 25.0799 24.7825 34.4649 25.932 24.7597 24.2871 26.5496 21.3623 25.2606 23.8512 20.9436 20.822 19.8355 19.5266 23.1666 17.5994 17.4207 16.9671 16.0596 15.7716 15.4757 15.4 15.3994 15.3811 20.0597 threshold=0.99997669458389293 6.1522598571173157e-06 0.013544866815209352 -39.499999999999993 6.6738297732626972e-07 0.9982588291168214 -364.49999999999994 2.5250000000000004 0.54186137071651097 6.5450000000000008 -89.499999999999986 -137.49999999999997 7.5550000000000006 -196.49999999999997 4.0250000000000012 6.6150000000000011 3.3950000000000005 2.5000000000000004 -23.499999999999996 5.0550000000000006 303.50000000000006 1.5000000000000002 219.50000000000003 1.0000000180025095e-35 1.5000000000000002 -261.49999999999994 0.76014459133148204 2.5650000000000004 1.0000000180025095e-35 3.5000000000000004 decision_type=2 2 2 8 2 2 10 10 2 8 10 10 8 10 10 8 8 10 10 10 2 2 2 2 10 8 2 10 2 8 left_child=1 4 3 16 -1 6 9 8 10 -4 11 -8 13 14 17 -11 23 -7 -5 -20 27 24 25 -3 -10 -16 -13 -9 -21 -30 right_child=-2 2 5 18 -6 12 7 20 21 15 -12 26 -14 -15 22 -17 -18 -19 19 28 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.008778635026521292 0.0088501250360273499 -0.0032719840615264718 -0.001250435409202729 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6.3649670144077382 121.54528023302555 133.34242535848171 4.3168903514742842 158.97845672024414 33.554226025938988 75.985965048894286 6.1898940466344348 4633.7445652093738 26.487867532996464 0.75381601275876065 leaf_count=284791 93269 15054 14118 50299 116434 3749 315 424 581 28 2119 159 6729 4619 368 3573 97484 99 2120 191 846 900 23 3993 278 717 77 28992 2130 33 internal_value=0 -0.0004347 7.61661e-05 -0.000877612 -0.00716577 0.00051796 0.000357563 0.000673731 -0.00152359 -0.000766829 -0.00317712 -0.00800042 0.00260051 0.00154161 -0.000964183 0.00257943 -0.000266325 0.00247271 -0.00283854 0.00151933 0.000961994 0.000961649 -0.00434596 -0.00208027 -0.00182358 -0.00350072 -0.0139532 0.00105938 0.00812239 0.00485229 internal_weight=0 11819.7 10985.9 3477.8 833.797 7508.14 6971.22 5441.21 631.04 1530.01 378.925 81.8472 536.919 418.872 205.21 193.199 2651.3 101.776 826.501 91.4442 4810.17 252.115 103.434 510.875 118.772 99.1176 39.1164 4688.62 33.6067 27.2417 internal_count=734512 641243 240018 171304 401225 68714 52410 34691 4429 17719 2670 551 16304 9575 4956 3601 116531 3848 54773 4474 30262 1759 1108 19047 859 1085 236 29416 2354 2163 is_linear=0 shrinkage=0.01 Tree=649 num_leaves=31 num_cat=0 split_feature=10 47 0 40 5 2 10 10 2 10 2 10 5 10 2 10 2 2 2 2 10 2 10 2 10 10 10 10 2 2 split_gain=26.7471 40.7397 22.4148 17.594 14.9081 26.5223 16.094 22.9348 13.8924 13.6576 12.4014 12.3211 12.2495 11.4571 10.63 10.2045 17.0071 12.21 18.1006 13.1391 11.4847 12.2832 12.4707 14.736 11.9757 50.7942 17.1104 14.1891 10.7388 10.288 threshold=1.3650000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 0.2573593073593074 5.7250000000000005 5.3450000000000006 0.21889880952380952 9.1600000000000019 0.73701079622132271 5.0250000000000012 1.0000000180025095e-35 1.0000000180025095e-35 0.22756041426927498 5.4450000000000012 0.8257418909592823 0.62532051282051293 0.31216397849462368 0.29963503649635043 8.4000000000000021 0.31296641791044782 7.5550000000000006 0.60883500557413617 5.535000000000001 5.5250000000000012 5.7950000000000008 5.8150000000000004 0.6288018433179724 0.50151515151515158 decision_type=10 2 2 2 10 2 10 10 2 10 2 10 10 8 2 10 2 2 2 2 10 2 10 2 10 10 10 10 2 2 left_child=1 2 12 4 15 6 7 -6 -9 -8 -3 -7 -1 -14 -11 16 29 18 19 -17 21 -20 23 -23 25 -25 -26 -28 -19 -2 right_child=3 10 -4 -5 5 11 9 8 -10 14 -12 -13 13 -15 -16 17 -18 28 20 -21 -22 22 -24 24 26 -27 27 -29 -30 -31 leaf_value=-0.066666465929566515 -0.00016132198645777771 0.0006541588625263321 0.0063688432186460421 -0.012893981534455758 0.00023699963617351675 -0.0057321276360844829 -0.0039582279140542064 0.0053270110835230292 0.017599374567476362 0.0070063930741832703 -0.002073137855269829 -0.0020416999931594988 -0.0024869356654900177 0.0028258946475438673 -0.0046940159963077552 0.00021726067679390493 0.0014808408495033498 -0.010194539348934346 0.012410946404089039 -0.008702071174600574 -0.0068425247207130448 0.0012395105069132595 0.0061742876957453134 0.0084851890847823311 -0.010951168575183837 0.077583507753707648 0.018880923339431418 0.0033491913510767558 -0.00078343756776636257 -0.0010750353377082739 leaf_weight=0.25977025181054969 5724.8686360673164 807.80890932027251 182.46298613259569 10.865970166050827 134.33522180601722 127.18706517765531 97.317737138015218 46.539717255742289 11.504097032477146 24.321399547392502 210.08752614096738 313.36860991537105 47.73168440326117 271.29600844276138 11.406379179505164 1129.9004368387396 540.21480009460356 12.533589794649741 11.787739378632976 16.760866318072658 14.04869184119161 579.09634421777446 68.284717260394245 8.9582537641981581 6.0426616204204029 1.2072106800042099 8.0190839825663733 22.069365724106319 371.78332267981023 1570.2938006173936 leaf_count=31 293734 20187 20571 728 8052 12238 6625 3444 712 1977 4800 36622 2130 23451 12061 81971 19690 545 229 1673 5020 45665 1949 581 523 38 51 504 24864 103846 internal_value=0 0.00124082 0.00357291 -0.000175628 -0.000162894 -0.00150785 0.000657227 0.00250661 0.00775935 -0.00201692 9.12617e-05 -0.00310712 0.00197512 0.00203101 0.00327094 -6.075e-05 -0.00023122 0.000532763 0.000867026 8.68859e-05 0.0021103 0.00228859 0.00211658 0.00167353 0.00710247 0.016691 0.00440474 0.00748866 -0.00109036 -0.000358 internal_weight=0 1519.65 501.75 10862.7 10851.8 765.98 325.425 192.379 58.0438 133.046 1017.9 440.556 319.287 319.028 35.7278 10085.9 7835.38 2250.49 1866.18 1146.66 719.514 705.465 693.678 625.393 46.2966 10.1655 36.1311 30.0884 384.317 7295.16 internal_count=734512 71170 46183 663342 662614 81731 32871 12208 4156 20663 24987 48860 25612 25581 14038 580883 417270 163613 138204 83644 54560 49540 49311 47362 1697 619 1078 555 25409 397580 is_linear=0 shrinkage=0.01 Tree=650 num_leaves=31 num_cat=0 split_feature=10 1 1 1 2 1 10 40 4 10 1 10 10 5 10 1 10 10 1 1 1 4 1 28 0 4 10 1 1 10 split_gain=26.2339 53.5498 23.7552 34.1076 21.9665 21.3737 72.4883 17.9193 17.1473 19.083 18.5804 18.2227 23.2274 19.3047 17.8853 30.1648 25.946 19.829 28.339 19.0579 26.4723 16.8077 16.5697 16.5446 15.8995 15.7708 15.7008 15.0739 16.2261 29.1922 threshold=1.3650000000000004 -361.49999999999994 -89.499999999999986 -125.49999999999999 0.63582887700534763 -8.4999999999999982 3.9350000000000005 1.0000000180025095e-35 19.500000000000004 5.2150000000000007 -11.499999999999998 2.5250000000000004 2.5650000000000004 1.5000000000000002 5.2350000000000012 -66.499999999999986 6.0450000000000008 5.8750000000000009 -18.499999999999996 -57.499999999999993 -54.499999999999993 22.500000000000004 -89.499999999999986 1.0000000180025095e-35 1.0000000180025095e-35 23.500000000000004 1.0000000180025095e-35 -249.49999999999997 -71.499999999999986 5.4750000000000005 decision_type=10 10 10 10 2 8 10 2 8 10 8 10 10 10 10 10 10 10 10 10 10 10 10 2 2 10 8 10 10 10 left_child=1 24 3 -3 -5 7 21 8 9 10 -2 -10 -13 14 22 27 17 -17 -19 -18 -21 -7 23 -14 26 -22 -1 -16 -29 -30 right_child=5 2 -4 4 -6 6 -8 -9 11 -11 -12 12 13 -15 15 16 19 18 -20 20 25 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.0027018679916276205 -0.003207239639128264 -0.00033502607828947293 0.00070738743498115805 -0.0027429030367209636 -0.015050863158697423 0.0050635393062535873 -0.0030315892384302802 -0.012861440117013907 -0.0020398073469057657 -0.00022807635116753842 0.023896183174355302 0.0058965053306288106 -0.0016299084695087012 -0.00049301698478544285 0.0047099413040990667 0.00015225102330690453 -0.0013863197165709749 0.006478006235063654 0.050077409014970452 -0.019437341292659924 0.0088078750919905729 0.00028142868327462689 0.00067167494724718361 0.0015944324782049169 0.0066125559311907747 -0.008177681755958368 0.0037416434397347497 0.0014355263197606055 -0.0030462775105525052 0.013597630758373603 leaf_weight=45.151461731176823 347.26741411723197 129.05352005874738 887.73033915343694 26.284228165168315 32.345175711903721 78.524094905587845 1008.4234642621595 10.732538558077065 333.07273428258486 835.87271867744857 2.5478927490767083 74.800863597774878 701.81248328473885 2156.9290053750155 253.90422731579747 294.67581428645644 72.563848994555883 26.824005724745806 1.578547665150835 17.168246680521406 7.4409628110006478 1147.9641145952046 2586.1732208363246 205.8056462892564 165.14200214412995 20.598411121754907 232.77147408644669 630.8162429133663 16.468036705628037 29.264298945199698 leaf_count=2029 30673 4420 20967 956 371 4572 110438 718 8079 80618 70 955 33186 168653 12404 17490 1551 1394 41 285 225 46646 97439 9721 20273 895 22154 34832 1517 940 internal_value=0 0.00122938 2.40048e-05 -0.00320836 -0.00953306 -0.000173901 -0.00104543 5.18959e-05 6.79822e-05 -0.00104878 -0.00300983 0.000246199 0.000353488 0.000294441 0.00064356 0.00161136 -0.000543336 0.000921387 0.00890116 -0.00456146 -0.00965796 0.000587596 0.000263702 -0.000898778 0.00415507 -0.00367013 0.00269483 0.00263225 0.00185251 0.00760422 internal_weight=0 1518.48 1075.41 187.683 58.6294 10861.2 2234.91 8626.32 8615.58 1185.69 349.815 7429.9 7096.82 7022.02 4865.09 1371.3 440.85 323.078 28.4026 117.771 45.2076 1226.49 3493.79 907.618 443.065 28.0394 277.923 930.453 676.549 45.7323 internal_count=734512 71170 26714 5747 1327 663342 161656 501686 500968 111361 30743 389607 381528 380573 211920 71574 21881 18925 1435 2956 1405 51218 140346 42907 44456 1120 24183 49693 37289 2457 is_linear=0 shrinkage=0.01 Tree=651 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 10 11 10 10 4 2 1 10 1 1 10 10 4 1 10 4 10 10 2 1 18 2 2 10 2 split_gain=468.721 400.792 45.4316 32.1793 32.6172 34.4857 28.68 26.1875 22.9664 22.2216 23.1075 21.7933 19.9795 33.7955 57.0991 28.0992 18.8215 18.518 16.5002 16.482 16.1381 16.02 33.1386 15.2963 15.0691 23.2087 14.7999 23.4324 20.378 15.861 threshold=0.99997669458389293 6.1522598571173157e-06 0.00025899744650810004 0.96394401788711548 -390.49999999999994 3.4250000000000003 6.6738297732626972e-07 9.0500000000000025 5.3550000000000013 19.500000000000004 0.72771403353927633 -344.49999999999994 6.1150000000000011 -59.499999999999993 -53.499999999999993 6.1550000000000011 3.9650000000000003 20.500000000000004 -49.499999999999993 3.1750000000000003 23.500000000000004 6.4750000000000005 7.705000000000001 1.0000000180025095e-35 -371.49999999999994 1.0000000180025095e-35 0.49882629107981225 0.41476388168137007 5.4850000000000012 0.51408730158730165 decision_type=2 2 2 2 10 10 2 8 8 8 2 10 10 10 10 10 10 10 10 10 8 8 10 2 8 2 2 2 10 2 left_child=1 6 8 4 16 -6 -1 11 -3 10 23 19 -13 15 -15 -14 20 -17 -16 -5 -4 -20 -23 -7 -21 -26 27 -11 -29 -28 right_child=-2 2 3 7 5 9 -8 -9 -10 26 -12 12 13 14 18 17 -18 -19 21 24 -22 22 -24 -25 25 -27 29 28 -30 -31 leaf_value=-0.0087664694185088498 0.0088366684746865355 -0.0030838105225306912 0.0044684788986697772 0.0023564673875268783 -0.00072331823411615748 -0.0034693894868798991 -0.0050074501749171807 0.0060181336388860831 7.3095765222170464e-05 0.00094828721969866185 -0.0068942496274501698 0.0034726844447903926 0.0097940787458468664 -0.018148341758178518 0.0090379586932997809 0.0047577022611708852 -0.0029556392013102722 -0.0025397989028828707 -0.00019716646760760984 0.00726434754781636 -0.00085222820838585232 -0.041074691088570252 0.0033663248415075411 0.00044733206823388598 -0.0020444842008905642 -0.02998503203470796 0.0036325798157630009 -0.003479097576034183 0.0024979599654858789 0.0012516046984662424 leaf_weight=469.87139223265694 572.273535245331 643.6597533877939 60.771572827361524 139.59527034265921 2163.278980050236 124.14460297022015 357.32014251279179 128.38748222170398 358.96328764141072 2592.6858133873902 58.484254087787122 498.18993384577334 40.121492572128773 24.378193497657776 15.444213844835756 57.465451502241194 470.43768498534337 88.059396767988801 31.119526015594602 17.334171008318663 919.81230845162645 3.1222790759056798 3.6270673293620348 506.61202133959159 285.16399925295264 3.0042266100645056 380.31102999858558 228.21435663243756 76.048960307613015 1058.4593333476223 leaf_count=284791 93269 82167 588 4628 19695 1062 116434 7959 31107 26648 632 7094 1275 114 279 904 16906 1413 384 235 8241 25 42 6093 2286 22 3549 3511 787 12372 internal_value=0 -0.000430258 7.55742e-05 0.000279545 5.62637e-05 0.000332328 -0.00714269 0.00172446 -0.00195356 0.000786791 -0.000881096 0.00126761 0.00229506 6.71811e-05 -0.00547053 0.00238466 -0.00131134 0.000341868 0.000326593 -0.000490279 -0.000522478 -0.0032262 -0.0171923 -0.000323551 -0.00179106 -0.00233577 0.00105193 0.00064019 -0.00198516 0.00188097 internal_weight=0 11804.1 10976.9 9974.27 8639.26 7188.24 827.192 1335.01 1002.62 5024.96 689.241 1206.63 761.528 263.338 77.6913 185.646 1451.02 145.525 53.3131 445.098 980.584 37.8689 6.74935 630.757 305.502 288.168 4335.72 2896.95 304.263 1438.77 internal_count=734512 641243 240018 126744 100084 74349 401225 26660 113274 54654 7787 18701 11530 4436 844 3592 25735 2317 730 7171 8829 451 67 7155 2543 2308 46867 30946 4298 15921 is_linear=0 shrinkage=0.01 Tree=652 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 10 10 11 5 10 6 1 1 10 1 4 1 10 10 6 6 10 11 10 4 6 1 6 10 split_gain=463.256 395.774 44.8212 41.7331 28.7055 22.7749 37.6622 30.6859 26.0702 26.4529 24.0653 19.592 19.0282 18.1298 17.4707 17.1124 16.4255 34.4049 49.0924 24.7956 40.7265 20.0949 16.294 15.846 15.7378 19.0067 24.3729 17.2076 15.1452 15.0909 threshold=0.99997669458389293 6.1522598571173157e-06 0.044676627963781308 -39.499999999999993 6.6738297732626972e-07 -8.4999999999999982 5.7250000000000005 4.9450000000000012 0.99188911914825451 3.5000000000000004 2.5250000000000004 201.50000000000003 -23.499999999999996 -85.499999999999986 5.0550000000000006 -146.49999999999997 29.500000000000004 -21.499999999999996 6.2750000000000012 5.8950000000000005 8.5000000000000018 81.500000000000014 4.3950000000000005 0.00077296534436750014 3.7550000000000003 19.500000000000004 25.500000000000004 -63.499999999999993 50.500000000000007 5.0650000000000004 decision_type=2 2 2 8 2 8 8 10 2 10 10 2 10 10 10 10 10 8 8 8 2 2 10 2 10 8 2 8 2 10 left_child=1 4 3 24 -1 8 7 11 10 -10 13 -7 22 15 -14 -4 17 18 -16 -18 23 -22 -5 -21 27 26 -26 -3 -11 -19 right_child=-2 2 5 12 -6 6 -8 -9 9 28 -12 -13 14 -15 16 -17 19 29 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0087552695947150511 0.0088246384203938596 -0.0017765247958648716 -0.00082049646752146868 -0.0018074032062368691 -0.0049821644037399658 -0.00080657594672156455 0.0032616463049840883 -0.0049360751439526309 0.0038544849802386112 -0.0010124704656851902 0.00094592510421910862 0.0053759378870315419 -0.0013161943225394272 -0.00023410855822521433 -0.0045146268765690499 -0.0081117558284703028 0.007513297920958774 0.078211254625761825 0.084319058721799997 0.11027607400968309 -0.0013788483868572624 0.069231800757241585 -0.004434684774149154 0.044429492245612726 -0.0037929377397348768 0.00078820811701094725 0.0018052919797539933 0.00071164368934800617 -0.015230833404435928 -0.0040872517673515444 leaf_weight=465.78820337739307 567.34784019179642 897.99873973894864 61.27658262103796 622.59399900073186 355.55119516141713 1033.255956674926 230.02534877834842 182.03305683657527 474.12911825999618 60.270963504910469 3880.2982612643391 53.931868253275752 78.009851768612862 331.98550759442151 1.3599032766651364 67.809707036241889 13.362878106767313 0.22533168853261187 1.1466336287558077 0.7444146571215231 2.1182472303044055 0.49774248851463188 380.21173190244008 0.71795151568949223 217.50297823618166 1828.2001908296952 121.05100240255706 402.5404909895733 8.5550187304615957 19.895738980965689 leaf_count=284791 93269 23216 417 16991 116434 11423 7306 2800 10288 1296 21611 532 2251 2241 40 400 485 8 11 35 170 21 37105 9 9722 75591 5082 9302 42 1623 internal_value=0 -0.00042637 7.48555e-05 -0.000679047 -0.00712192 0.000616722 -0.000461387 -0.00113613 0.000947648 0.00301351 0.00068928 -0.000499881 -0.00235644 -0.0014706 0.00144056 -0.00465063 0.00680768 0.00118652 0.036123 0.0141003 0.0356831 0.0120562 -0.00280353 0.0779486 -0.00013679 0.000385166 -0.00179127 -0.00100639 -0.0027798 -0.00316561 internal_weight=0 11793.1 10971.7 4588.18 821.339 6383.57 1499.25 1269.22 4884.33 542.955 4341.37 1087.19 1120.88 461.072 118.079 129.086 40.0688 22.6276 2.50654 17.4412 4.07836 2.61599 1002.81 1.46237 3467.29 2166.75 338.554 1300.54 68.826 20.1211 internal_count=734512 641243 240018 181662 401225 58356 22061 14755 36295 11626 24669 11955 58749 3058 4653 817 2402 1682 51 720 235 191 54096 44 122913 90395 14804 32518 1338 1631 is_linear=0 shrinkage=0.01 Tree=653 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 10 11 10 10 1 3 6 1 10 1 1 6 5 11 10 2 6 1 1 5 1 1 3 10 10 split_gain=457.852 390.808 44.2556 30.2425 30.1544 29.8397 28.7294 25.7956 25.263 21.0247 20.1452 30.3747 26.1744 19.6482 33.3297 56.1544 31.3473 26.5484 25.2736 18.0673 18.0688 17.7464 25.9667 29.6677 21.5364 17.5899 16.2747 17.3634 16.1996 16.1407 threshold=0.99997669458389293 6.1522598571173157e-06 0.0004375023563625001 0.96394401788711548 -9.4999999999999982 2.5250000000000004 6.6738297732626972e-07 9.0500000000000025 5.5250000000000012 -344.49999999999994 0.54186137071651097 1.5000000000000002 -89.499999999999986 6.1150000000000011 -59.499999999999993 -53.499999999999993 47.500000000000007 3.5000000000000004 0.99641901254653942 2.6550000000000007 0.77525510204081638 31.500000000000004 -61.499999999999993 -65.499999999999986 1.5000000000000002 -351.49999999999994 -49.499999999999993 0.66536458333333337 6.4750000000000005 3.2350000000000008 decision_type=2 2 2 2 8 10 2 8 8 10 2 2 10 10 10 10 2 10 2 10 2 2 10 10 10 10 10 2 10 10 left_child=1 6 8 4 5 10 -1 9 25 29 12 -12 -4 -11 16 -16 17 -15 -18 20 -7 24 23 -23 -13 -3 -17 -28 -29 -5 right_child=-2 2 3 7 -6 19 -8 -9 -10 13 11 21 -14 14 15 26 18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.0087439889938416594 0.0088125346043001138 -0.005476812909312386 -0.0067837899007437722 0.0022369189440370196 -0.00123333688597191 0.0020961348393017591 -0.0049568825555191169 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19.341147154569626 662.85744885005988 33.075636930763721 2.2940214350819579 2.4817492477595806 298.20569415204227 leaf_count=284791 93269 26742 770 4753 23947 834 116434 7959 25586 7094 1318 696 3594 2462 114 279 68 996 66 56914 283 312 295 460 170 71437 406 27 18 2418 internal_value=0 -0.000422516 7.41268e-05 0.000299607 7.79544e-05 0.000351414 -0.00710107 0.00170046 -0.00171554 0.00124749 -0.00123392 0.000495878 -0.00238219 0.00226008 4.72083e-05 -0.00546096 0.00235325 0.00385768 -0.00891213 0.000621919 0.00413911 0.00298607 -4.07026e-05 -0.00362938 0.00563199 -0.00268765 0.000297815 -0.00321896 -0.0210431 -0.000478141 internal_weight=0 11782.5 10967 9739.85 8409.28 6958.2 815.545 1330.57 1227.12 1203.23 1014.22 404.646 609.574 758.274 262.396 77.4353 184.961 163.17 21.7906 5943.98 142.548 221.592 103.357 68.3302 118.234 841.058 53.1356 37.8514 4.77577 444.952 internal_count=734512 641243 240018 116253 89593 65646 401225 26660 123765 18701 7615 3251 4364 11530 4436 844 3592 3458 134 58031 1117 1933 1067 772 866 98179 730 451 45 7171 is_linear=0 shrinkage=0.01 Tree=654 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 10 10 1 10 10 6 3 1 1 10 11 6 10 6 6 3 3 1 1 10 10 10 1 split_gain=452.507 385.898 43.552 34.2843 28.7517 25.973 24.2154 24.4256 24.1824 35.3187 23.5391 23.2986 25.003 21.7988 22.549 21.3164 34.4853 23.7749 20.2212 18.9364 18.8217 18.7601 16.9179 51.3766 31.005 86.4346 25.1362 21.5529 22.638 27.0445 threshold=0.99997669458389293 6.1522598571173157e-06 0.0038593490608036002 -9.4999999999999982 6.6738297732626972e-07 0.99188911914825451 -37.499999999999993 2.5250000000000004 2.9850000000000008 -380.49999999999994 2.4250000000000003 5.285000000000001 32.500000000000007 0.54186137071651097 -78.499999999999986 -20.499999999999996 5.495000000000001 0.0004375023563625001 2.5000000000000004 2.5650000000000004 317.50000000000006 1.5000000000000002 0.34514106583072107 0.32583417593528818 -95.499999999999986 -189.49999999999997 8.3400000000000016 6.8150000000000004 5.3250000000000011 -214.49999999999997 decision_type=2 2 2 8 2 2 8 10 10 10 10 10 2 2 10 8 10 2 2 10 2 2 2 2 8 10 10 10 8 10 left_child=1 4 3 11 -1 6 7 13 -7 -10 -5 -3 15 14 -4 -13 -17 18 -18 -9 -11 -15 23 27 25 26 -25 28 29 -14 right_child=-2 2 5 10 -6 8 -8 19 9 20 -12 12 22 21 -16 16 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0087326272454619405 0.0088003566182128928 -0.0012382830016673993 -0.005507059206189371 0.0016140537827907221 -0.0049316058713383942 0.0050429315832796941 -0.0006828843957778851 0.0067214848967477418 -0.0024156161151192936 0.0031216105133255079 -0.0051945259007814097 -0.0005226510175280818 -0.010235058592745786 -0.001861056947977225 -0.00069990401209018259 -0.0030469484860172953 0.12029128788211063 0.011590030280239845 0.038823777266670349 0.00076111662368620353 -0.006611357772659001 0.0033502217471165453 0.0033326617100962641 0.014394349011871675 0.0043284605056489013 0.22577723056543109 0.12107265915912754 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threshold=0.99997669458389293 6.1522598571173157e-06 0.00025899744650810004 0.96394401788711548 -37.499999999999993 6.6738297732626972e-07 9.0500000000000025 3.4550000000000005 5.3550000000000013 1.5000000000000002 -344.49999999999994 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 5.705000000000001 -85.499999999999986 3.3950000000000005 -49.499999999999993 0.66536458333333337 3.2350000000000008 -364.49999999999994 6.4750000000000005 -371.49999999999994 -364.49999999999994 -18.499999999999996 5.0150000000000006 -63.499999999999993 0.31287650602409645 0.19895833333333332 decision_type=2 2 2 2 8 2 8 10 8 10 10 10 10 10 10 10 10 8 10 2 10 10 10 8 8 10 10 10 2 2 left_child=1 5 8 4 7 -1 10 16 -3 29 20 -12 14 -14 -13 25 17 -4 -15 -20 21 -5 -21 -22 -25 -6 -27 28 -16 -9 right_child=-2 2 3 6 15 -7 -8 9 -10 -11 11 12 13 18 27 -17 -18 -19 19 22 23 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.008721183987070889 0.0087881039884376844 -0.003023305294968423 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164.17263141926378 33.059764467179775 2.2932215556502333 17.187830694019794 1.0288700554519881 2.5291356295347214 3.1869688332080841 278.17557298112661 86.571733472403139 30.930036263074726 10.08310453314334 42.408142577856779 2400.5400059600361 leaf_count=284791 93269 82167 4018 4737 30658 116434 7959 5479 31107 18371 7094 2394 114 279 340 1504 12382 1265 406 27 235 16 18 23 2160 830 316 427 431 25261 internal_value=0 -0.000414871 7.26936e-05 0.000270832 5.51199e-05 -0.0070591 0.00167555 0.000404621 -0.00190693 0.00081016 0.00122678 0.00222665 2.71419e-05 -0.0054352 0.00231836 -0.000954683 -0.00054958 -0.00201048 0.000283221 -0.003194 -0.000470846 0.00220304 -0.0206436 -0.00177998 -0.00232997 -0.00115708 0.00227962 -0.00273466 -0.00455666 0.00126306 internal_weight=0 11762.3 10958.2 9961.17 8635.14 804.129 1326.03 6414.89 997.002 4501.67 1199.78 755.06 261.395 77.2435 184.151 2220.25 1913.22 573.89 53.0263 37.8821 444.721 146.17 4.82236 298.55 281.363 2118.03 117.502 71.8865 61.8034 3119.73 internal_count=734512 641243 240018 126744 100084 401225 26660 66776 113274 49111 18701 11530 4436 844 3592 33308 17665 5283 730 451 7171 4753 45 2418 2183 31804 1146 1198 771 30740 is_linear=0 shrinkage=0.01 Tree=656 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 10 10 1 11 10 1 10 5 10 10 10 0 1 10 1 1 1 5 1 1 1 10 1 10 28 split_gain=442.221 377.782 46.1012 33.1826 31.286 29.1037 26.3581 25.8487 25.2971 22.3619 20.8398 20.8808 20.296 19.5834 18.445 18.3271 16.1823 15.601 16.6824 15.4866 74.4789 25.0045 18.5167 15.8891 15.3912 13.8843 56.0172 20.4342 12.3414 12.2452 threshold=0.99998801946640026 5.0644175644265496e-06 0.00025899744650810004 0.98303884267807018 -37.499999999999993 2.1050000000000004 3.4550000000000005 -204.49999999999997 6.6738297732626972e-07 5.3550000000000013 -85.499999999999986 2.7550000000000003 1.5000000000000002 5.6250000000000009 5.705000000000001 2.5250000000000004 1.0000000180025095e-35 -18.499999999999996 5.0150000000000006 -59.499999999999993 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22.0241 20.8656 20.4838 18.3689 19.6849 17.6404 17.1787 27.7114 16.9014 18.1356 14.8945 14.6795 14.4274 13.7517 13.7003 18.0452 13.1943 18.0824 17.5503 19.0522 15.7999 threshold=0.99998801946640026 5.0644175644265496e-06 0.00025899744650810004 0.99188911914825451 -37.499999999999993 3.0150000000000001 -380.49999999999994 3.4550000000000005 6.6738297732626972e-07 5.3550000000000013 -85.499999999999986 2.7550000000000003 5.7950000000000008 0.87596153846153857 2.5250000000000004 19.500000000000004 0.72771403353927633 -64.499999999999986 0.76014459133148204 0.98728813559322048 5.6250000000000009 -15.499999999999998 -21.499999999999996 0.50151515151515158 0.48846085567193326 0.49882629107981225 1.0000000180025095e-35 0.41476388168137007 5.4050000000000011 0.51408730158730165 decision_type=2 2 2 2 8 10 10 10 2 8 10 8 10 2 10 8 2 10 2 2 10 10 8 2 2 2 2 2 10 2 left_child=1 8 9 4 7 -5 -7 10 -1 -3 11 14 13 23 -4 16 17 18 -9 -16 -8 -15 -22 24 -6 26 27 -17 -29 -27 right_child=-2 2 3 5 12 6 20 15 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369.55809567472897 1368.4687021588907 416.48490179795772 95.648163202684373 146.31016858154908 49.91646690107882 1857.5319781512953 64.59382096119225 115.88764400873333 95.20409070327878 27.411462768912315 252.93847523722798 4.0839631073176852 1.5837104320526112 515.5468122351449 328.42579680751078 339.81449723895639 586.46486075501889 187.40222851512954 82.58146798517555 1007.1736889798194 leaf_count=284791 90601 87673 920 13306 20103 2422 3348 4940 108314 33721 12869 3933 1259 1637 440 20229 672 1284 623 241 5145 35 8 8525 3907 3182 4978 2903 888 11615 internal_value=0 -0.000393184 7.45066e-05 0.000279804 0.000101976 0.00211644 0.00105652 0.000440324 -0.00716508 -0.00192635 -0.00053414 -0.00210616 -0.000843477 -0.00102163 0.000780795 0.000842012 -0.000616684 2.72842e-05 0.000811174 0.00433676 0.00256504 0.00247624 0.000965321 -0.00126573 -0.000818629 0.00108989 0.000688323 0.00111688 -0.00126547 0.00189898 internal_weight=0 11779 11018 9992.74 9110.62 882.118 657.43 6709.5 760.945 1025.3 1958.45 589.982 2401.12 2305.47 173.497 4751.05 690.083 625.489 509.601 77.3279 457.539 150.394 254.522 2155.08 1639.53 4060.97 2713.98 2127.52 269.984 1346.99 internal_count=734512 643911 250806 129412 105183 24229 10923 69717 393105 121394 18403 5534 35466 34207 1601 51314 7519 6847 5563 681 8501 1672 5153 32535 24010 43795 28998 24020 3791 14797 is_linear=0 shrinkage=0.01 Tree=658 num_leaves=31 num_cat=0 split_feature=10 40 2 2 10 2 2 2 2 10 10 2 10 10 24 10 2 10 10 10 10 13 2 10 10 10 10 10 10 10 split_gain=23.9999 17.1525 9.17182 11.539 7.73562 15.3972 13.9462 33.9846 16.4691 19.6953 10.5992 9.75822 10.1158 12.5036 9.28074 9.08309 8.41602 13.4837 12.8146 27.3671 10.1477 8.14135 23.5077 7.82547 7.57595 7.29086 27.9728 7.20224 6.83118 13.9247 threshold=1.635 1.0000000180025095e-35 0.61138079827400227 0.62532051282051293 5.2550000000000008 0.98728813559322048 0.50151515151515158 0.49882629107981225 0.41476388168137007 3.5950000000000002 1.7150000000000001 0.88935969868173259 6.1150000000000011 6.0750000000000011 1.0000000180025095e-35 5.205000000000001 0.84660633484162906 5.3550000000000013 5.3050000000000006 5.3150000000000004 6.5450000000000008 1.0000000180025095e-35 0.44405320813771521 5.9350000000000014 5.2350000000000012 2.6550000000000007 2.4650000000000003 5.6750000000000007 5.3550000000000013 5.3650000000000011 decision_type=10 2 2 2 10 2 2 2 2 10 10 2 10 8 2 10 2 8 8 10 10 2 2 8 10 10 10 10 10 10 left_child=2 4 -1 -4 5 6 7 8 15 -10 -9 14 13 23 16 -2 21 18 -18 -20 -19 -6 27 28 -12 26 -7 -23 -13 -30 right_child=1 -3 3 -5 11 25 -8 10 9 -11 24 12 -14 -15 -16 -17 17 20 19 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0016054515574075114 -0.00024673955507582655 -0.012857128660397992 -0.0093134595021424522 0.00018899263660715682 0.0003055667552734607 -0.0022679245207215711 -0.0012791905350576194 -0.0096073700070761613 0.00024930547973627074 -0.0037011039866446018 0.0017825738724035446 -0.0059678523935717143 -0.0032609991037549652 0.01590127992424192 0.016935390914904799 -0.0029242798677565881 0.014572149969337122 -0.005831205481001943 0.14203803351909813 0.015986678562474516 0.014106844007942999 0.012116096490539801 0.045878689411684138 -0.011947813850563238 -0.0099805425970469139 0.00089450458167197823 0.0097005992652500882 -0.012535486979527936 0.01504056393765615 0.00046528132130854895 leaf_weight=1161.9506264196243 3738.8556944656302 10.64981123653706 13.180934075266121 419.0780051976908 3138.2551197857829 35.641180840320885 1581.7819411100354 8.3596714381128532 202.98743487638421 333.65019499330083 855.33434338419465 12.796888313372618 153.52524572459515 5.2495465551037332 3.3835163082694626 131.13936428254237 3.9466854231432054 6.861770475981757 0.26250380661804218 0.50090608443133533 4.0649485666071996 2.5741945332847527 1.5241526137106118 5.1483115233713752 5.5103722914354867 319.94290027185343 43.193910302827135 2.1963798933429644 7.3104026904329649 63.406261185766198 leaf_count=54155 175693 727 478 20446 274970 1484 102203 600 8042 30075 35073 694 4123 82 212 10127 148 568 44 84 62 94 41 229 366 10424 767 264 123 2114 internal_value=0 -0.000172549 0.00114282 -0.000100767 -0.000159885 -0.000344514 -0.000455595 -0.000208667 -0.000565121 -0.00220683 0.00159846 0.000232884 -0.00167961 0.000905618 0.000382469 -0.000337471 0.000364746 0.00768291 0.0218265 0.0593303 0.00158613 0.000328355 0.0116896 1.77452e-05 0.00170728 0.0015657 0.00428965 0.000766469 0.000755379 0.00197202 internal_weight=0 10678.1 1594.21 432.259 10667.4 7256.4 6857.62 5275.84 4406.63 536.638 869.204 3411.01 247.437 93.9114 3163.57 3870 3160.19 15.6368 4.7101 0.76341 10.9267 3144.55 6.29473 88.6619 860.845 398.778 78.8351 4.77057 83.5136 70.7167 internal_count=734512 659433 75079 20924 658706 374854 362179 259976 223937 38117 36039 283852 7365 3242 276487 185820 276275 906 276 128 630 275369 399 3160 35439 12675 2251 358 2931 2237 is_linear=0 shrinkage=0.01 Tree=659 num_leaves=31 num_cat=0 split_feature=4 4 4 6 27 38 2 2 6 28 4 2 6 0 6 2 2 2 6 6 6 6 6 6 4 6 4 0 2 2 split_gain=14.4071 11.0883 14.7861 7.96707 7.26591 7.21806 8.93867 9.20683 8.70284 6.84438 7.38205 17.4996 6.31289 6.00753 5.51228 11.1143 13.8819 19.8101 13.3796 8.30393 7.47291 9.37917 7.19929 5.33348 11.008 10.4154 6.11919 5.74816 5.01963 8.03709 threshold=42.000000000000007 9.5000000000000018 6.5000000000000009 416.50000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.30032679738562096 0.24536878216123498 1.5000000000000002 1.0000000180025095e-35 28.500000000000004 0.39938650306748474 410.50000000000006 1.0000000180025095e-35 500.50000000000006 0.18230694037145653 0.24536878216123498 0.23562458691341701 920.50000000000011 522.50000000000011 565.50000000000011 643.50000000000011 744.50000000000011 340.50000000000006 27.500000000000004 324.50000000000006 26.500000000000004 1.0000000180025095e-35 0.66751700680272119 0.63673020527859248 decision_type=10 8 10 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 10 2 2 2 left_child=1 2 12 4 5 23 7 -7 -9 10 11 14 -1 -13 -5 -16 17 18 20 -18 -17 -22 -23 25 28 -3 -27 -26 29 -25 right_child=-2 3 -4 9 -6 6 -8 8 -10 -11 -12 13 -14 -15 15 16 19 -19 -20 -21 21 22 -24 24 27 26 -28 -29 -30 -31 leaf_value=0.00023319252631899247 0.014362417786216428 7.4251857761351386e-05 -0.003063661766264332 -0.011972374592550605 -0.0081498890330734177 0.0041013685681635485 -0.0013959497636130578 0.023938165051431141 -0.00072595626206157073 -0.010703872935458681 -0.0031118827169862688 0.0072881736427979314 -0.01051244879693532 0.050324223987218898 -0.0089995323367505209 -0.010205764282383831 0.02896162047807084 0.095308391341799428 -0.010156964992450898 -0.0035401646600437776 0.11160261350870138 -0.009692063699556561 0.098861742799873004 0.0090815383358188746 6.2715826229547397e-05 0.0049386376358641296 -0.008662348394852408 0.018040057211399809 -0.0094644433160605418 0.045317907263587122 leaf_weight=338.0190455269767 6.9786668734159312 11295.121490493591 271.31005071650725 6.5661920890561332 10.690040889079681 35.407572400057688 24.829115272499621 4.888288712128996 2.0225772085832432 8.7974824934499321 107.10628863144666 22.798163816740274 5.5570673720794721 0.32904462539590795 9.6701608530129324 0.16697947192005613 0.88576999929500733 0.37353939475724462 0.93225548468763009 6.9848717659479007 0.24547985772369429 0.18301656225230545 0.091707799583673477 18.497897818393547 64.021136035618838 3.945529333199377 20.468883185705636 1.8294216338545073 1.3804333198349912 0.63302800233941425 leaf_count=36056 307 631990 29173 696 1379 936 1426 53 213 2091 11953 2618 1138 37 540 35 66 30 63 969 23 47 17 2480 7235 536 2186 66 120 33 internal_value=0 -9.83972e-06 -0.00131861 5.9244e-05 9.06043e-05 9.82824e-05 0.00336733 0.00616204 0.0167198 -0.00212165 -0.0016387 0.00156659 5.93904e-05 0.00790047 -0.00404586 -0.0013814 0.00608731 0.0296627 0.0145209 0.000117619 0.0479997 0.066683 0.0265451 7.90372e-05 0.00255471 6.01492e-05 -0.00646434 0.000562152 0.00895171 0.0102806 internal_weight=0 12263.8 614.886 11648.9 11483.7 11473 67.1476 42.3184 6.91087 165.131 156.333 49.2272 343.576 23.1272 26.1 19.5338 9.86362 1.99298 1.61944 7.87064 0.687184 0.520204 0.274724 11405.9 86.3619 11319.5 24.4144 65.8506 20.5114 19.1309 internal_count=734512 734205 66367 667838 648653 647274 2628 1202 266 19185 17094 5141 37194 2655 2486 1790 1250 215 185 1035 122 87 64 644646 9934 634712 2722 7301 2633 2513 is_linear=0 shrinkage=0.01 Tree=660 num_leaves=31 num_cat=0 split_feature=11 11 11 10 11 11 11 10 10 5 4 3 11 3 10 10 10 10 4 3 3 4 18 3 5 10 11 3 3 3 split_gain=432.04 368.158 44.4179 27.4179 30.7145 25.3498 22.4645 21.7102 15.913 14.5718 14.1031 12.5652 12.1782 18.0428 10.5349 10.4592 17.139 20.1421 10.0936 18.1306 46.1172 10.081 9.97928 23.7398 17.6461 20.1963 20.3712 12.3829 20.4565 10.1612 threshold=0.99998801946640026 5.0644175644265496e-06 0.089183576405048315 5.4750000000000005 0.00013046689127800003 6.6738297732626972e-07 0.9982588291168214 7.5550000000000006 3.8750000000000004 2.5000000000000004 42.000000000000007 0.68783602150537648 0.99997669458389293 0.94469928644240586 6.2950000000000008 9.0500000000000025 8.2000000000000011 8.2700000000000014 29.500000000000004 0.62453007518796999 0.64308462238398556 19.500000000000004 1.0000000180025095e-35 0.6401754385964914 1.5000000000000002 5.6050000000000013 0.031991988420486402 0.32583417593528818 0.42124060150375936 0.22257107971393683 decision_type=2 2 2 10 2 2 2 8 10 10 8 2 2 2 10 10 10 10 8 2 2 10 2 2 10 10 2 2 2 2 left_child=1 5 3 4 -3 -1 15 8 9 -8 -6 -10 -13 -14 -7 16 -4 -18 -16 -20 -21 -5 29 24 25 -24 -27 -26 -29 -23 right_child=-2 2 6 21 10 14 7 -9 11 -11 -12 12 13 -15 18 -17 17 -19 19 20 -22 22 23 -25 27 26 -28 28 -30 -31 leaf_value=-0.0086859034275084887 0.0090775102361774825 -0.0030387817807392206 0.0004814555126602183 -0.00070082513804003846 -0.00060580048385289089 -0.0056910042349889766 0.0048216072931297491 0.0062529985998202075 0.0012542316916107669 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2.9879134818911544 0.66590150492265854 2.932036051293835 551.69225845509209 leaf_count=284791 90601 84550 35757 10421 75454 92534 5783 8026 4014 189 13 902 27 31 12036 528 132 292 1615 43 2086 2859 76 486 117 226 15 23 105 20780 internal_value=0 -0.000389469 7.37521e-05 -0.000580641 -0.000925877 -0.00714342 0.000690121 0.00258514 0.00153457 0.00410382 -0.000590535 0.000120397 -0.00380269 -0.0256415 -0.00496749 0.00048108 0.000418055 -0.00497736 -0.00032005 0.00781614 0.0194336 0.00090619 0.00152943 0.00658165 0.012948 0.0192955 0.0243782 0.000707564 0.0142908 0.00125708 internal_weight=0 11767.6 11012.3 5341.4 4334.87 755.282 5670.92 563.412 437.968 155.485 3741.11 282.483 63.3367 2.45449 313.308 5107.5 5010.32 58.1918 42.2052 11.201 6.10806 1006.54 725.265 37.0964 22.7119 14.9562 12.5544 7.75569 3.59794 688.169 internal_count=734512 643911 250806 195125 160017 393105 55681 18972 10946 5972 75467 4974 960 58 108314 36709 36181 424 15780 3744 2129 35108 24687 1048 562 317 241 245 128 23639 is_linear=0 shrinkage=0.01 Tree=661 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 10 10 11 1 10 6 2 10 1 1 1 2 10 10 1 10 3 1 3 3 6 6 1 3 1 split_gain=427.13 363.541 43.6598 31.9044 30.1808 32.9937 28.2713 25.3686 25.3071 19.9055 19.1353 31.88 19.0643 25.1858 53.7827 24.8746 23.299 18.3433 18.7734 17.2585 17.2389 25.4398 15.608 14.6614 16.1284 14.5089 14.207 14.1886 16.8395 15.0504 threshold=0.99998801946640026 5.0644175644265496e-06 0.00022912561689730003 0.98303884267807018 -4.4999999999999991 3.9350000000000005 2.1050000000000004 6.6738297732626972e-07 -204.49999999999997 5.8950000000000005 37.500000000000007 0.59921259842519692 6.1150000000000011 -59.499999999999993 -52.499999999999993 -61.499999999999993 0.59921259842519692 4.9150000000000009 5.7250000000000005 -125.49999999999999 6.8150000000000004 0.31287650602409645 -25.499999999999996 0.86984754376058737 0.87577160493827166 373.50000000000006 404.50000000000006 -84.499999999999986 0.78598691384950936 -37.499999999999993 decision_type=2 2 2 2 8 10 10 2 10 10 2 2 10 10 10 10 2 10 10 8 10 2 8 2 2 2 2 10 2 10 left_child=1 7 9 4 5 23 -5 -1 -8 -3 -11 -12 25 15 -15 16 -14 -6 -19 -18 -13 -22 -16 27 -25 -10 -7 -4 29 -29 right_child=-2 2 3 6 17 26 8 -9 12 10 11 20 13 14 22 -17 19 18 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.0086741267866504417 0.0090676033164046772 -0.0025419845430189026 -0.0020237002786959043 0.0057598422238035211 -0.00071329931218024262 0.00091470711109639604 -0.0004885482865297808 -0.0049422924309735832 0.0047189247852291597 -0.00096018373634725171 0.0041606597488456007 0.012583880113810439 0.0028931426763326683 -0.018517179413172446 0.0021166919718880921 0.0088141373160991153 -0.044356019102969019 -0.0050353132389672163 0.0015803427426363747 -0.0076507000388455213 0.034622582879103428 0.11747640739882685 -0.030172481947449127 0.01020366259000148 0.00094161781939828681 -0.0095949699810743069 -0.0033803215473948742 0.00035655113417722118 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threshold=0.99998801946640026 5.0644175644265496e-06 0.36455024778842932 -9.4999999999999982 3.9650000000000003 5.0550000000000006 -22.499999999999996 6.6738297732626972e-07 -123.49999999999999 -126.49999999999999 8.2000000000000011 3.5650000000000004 6.0450000000000008 -59.499999999999993 -55.499999999999993 -61.499999999999993 0.99188911914825451 9.0500000000000025 8.0200000000000014 0.00013046689127800003 -68.499999999999986 1.0000000180025095e-35 6.2550000000000008 7.2950000000000008 5.5000000000000009 2.5250000000000004 5.955000000000001 25.500000000000004 4.5000000000000009 20.500000000000004 decision_type=2 2 2 8 10 10 10 2 10 10 8 10 10 10 10 10 2 10 10 2 8 2 10 10 10 10 10 10 10 10 left_child=1 7 3 5 29 19 20 -1 9 10 27 -11 16 15 -15 17 25 18 -14 -3 21 28 -16 -24 -6 -10 -26 -4 -7 -5 right_child=-2 2 8 4 24 6 -8 -9 12 11 -12 -13 13 14 22 -17 -18 -19 -20 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.008662266681170443 0.009057631801396562 -0.0028007676551914727 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35.559952538460493 3477.5472819181159 656.70014342654031 1.3781739911064494 45.15630498342216 26.044620646163821 5.2736147071700525 1172.0952971503139 5.4698837343603373 1475.7577846376225 23.151984981494024 657.36925836000592 leaf_count=284791 90601 44956 2635 485 39979 44115 800 108314 1566 77 8250 57 703 166 117 1991 6406 308 490 47604 16397 35 435 372 564 7128 41 14453 732 9944 internal_value=0 -0.000382393 7.23373e-05 -0.000389351 -0.00221064 -6.23516e-05 0.000813953 -0.00710185 0.000921232 0.000151831 0.000269201 -0.0127546 0.00171081 -0.00067947 -0.00501254 0.00180049 0.00221946 -0.000471174 -0.0029359 -0.000564856 0.000659506 0.00126631 0.000173563 -0.0018864 -0.00448308 0.00164953 0.00763701 -0.000150876 0.00123221 -0.000908742 internal_weight=0 11748.2 11003.5 7127.23 1084.86 6042.36 2202.13 744.647 3876.28 1963.22 1945.53 17.6924 1913.06 335.673 122.186 213.487 1577.39 154.892 106.736 3840.24 2167.25 1510.55 86.3524 71.2009 395.145 1334.95 10.7435 1760.44 1509.18 689.718 internal_count=734512 643911 250806 205652 51013 154639 62079 393105 45154 25472 25338 134 19682 4582 1090 3492 15100 1501 1193 92560 61279 44882 924 807 40584 8694 605 17088 44847 10429 is_linear=0 shrinkage=0.01 Tree=663 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 10 11 6 10 2 2 11 47 10 2 6 4 10 6 11 10 6 10 10 2 4 10 6 3 split_gain=417.471 354.447 42.5467 25.4034 24.6993 21.4135 21.153 25.0717 19.7128 23.5046 26.7814 28.2976 18.1783 15.9114 29.3537 18.2315 20.1374 15.3099 14.8211 12.9545 15.151 12.4571 31.7349 12.4502 22.959 16.6298 11.9798 10.8365 18.8099 17.3331 threshold=0.99998801946640026 5.0644175644265496e-06 0.017575767822563603 6.6738297732626972e-07 0.9982588291168214 7.5550000000000006 5.4850000000000012 0.00013046689127800003 32.500000000000007 5.7750000000000012 0.6288018433179724 0.69789381307591059 0.010294413659721552 1.0000000180025095e-35 4.0250000000000012 0.76024883359253514 158.50000000000003 19.500000000000004 6.6150000000000011 36.500000000000007 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9.51278 10.2207 11.3256 15.9102 8.25374 11.0412 8.19653 9.06461 12.2503 12.5143 8.07162 7.43575 21.0064 7.39434 6.97729 6.87132 threshold=0.99998801946640026 5.0644175644265496e-06 0.49114476144313818 0.00014531796477960005 6.6738297732626972e-07 0.9982588291168214 42.000000000000007 1.0000000180025095e-35 0.21455026455026452 1.0000000180025095e-35 9.5000000000000018 6.5000000000000009 1.0000000180025095e-35 24.500000000000004 0.42117446393762187 1.0000000180025095e-35 1.0000000180025095e-35 0.999200999736786 27.500000000000004 0.19933774834437087 1.0000000180025095e-35 0.0021208993857726004 23.500000000000004 0.2573593073593074 1.0000000180025095e-35 4.2096810375369395e-06 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 decision_type=2 2 2 2 2 2 8 2 2 2 10 10 2 8 2 2 2 2 8 2 2 2 10 2 2 2 2 2 2 10 left_child=1 4 3 7 -1 24 10 9 18 -3 11 -5 13 -7 15 16 -15 -18 -6 25 21 -12 23 -23 27 -20 -27 -4 -24 -25 right_child=-2 2 5 6 8 12 -8 -9 -10 -11 20 -13 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241.37780044134706 125.62876522913575 313.08110727369785 62.206151145044714 105.73934181267396 41.423199255252257 1.5728149004280561 1.8594371341168878 49.281677695922554 5.5145316977286702 4960.6103661465459 23.597931906115264 1239.2191018860321 8.1079388298094255 2.7446097806096068 5.4380807639099649 0.14388072839938093 27.229066528379917 2.3296620324254027 50.132717549335212 leaf_count=284791 90601 35890 23369 2456 11130 1224 21 55 79433 72408 14331 2054 8913 1839 4993 1959 21 23 14371 2212 62951 276 16975 105 18 1144 24 233 21 671 internal_value=0 -0.000375453 7.09552e-05 -0.000340769 -0.00705993 0.000994544 -0.000134802 -0.00212061 -0.00486653 -0.00214304 -0.000145281 -0.00189023 0.00251693 0.00109131 0.000350426 -0.00175078 -0.00420529 -0.0218892 -0.00207328 5.60193e-05 -6.86338e-05 -0.000699671 -0.000374618 0.0033728 0.000694446 -0.00129973 0.00963906 0.000711076 -0.000621634 0.00586193 internal_weight=0 11728.3 10994.1 7604.24 734.218 3389.88 6815.53 788.708 307.246 788.416 6812.01 286.63 558.192 245.111 212.801 107.062 65.6384 3.43225 90.3416 60.3782 6525.38 1564.77 1323.39 81.8386 2831.68 54.8636 5.58196 2828.94 1241.55 58.2407 internal_count=734512 643911 250806 208214 393105 42592 99861 108353 108314 108298 99840 4510 18972 10059 8835 3842 1883 44 28881 17751 95330 32379 18048 1052 23620 15539 1168 23602 16996 776 is_linear=0 shrinkage=0.01 Tree=665 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 10 1 10 6 10 10 13 1 6 1 1 5 10 1 5 10 1 10 3 6 6 5 3 split_gain=408.019 345.553 41.1068 39.9284 25.4316 22.5813 20.767 21.1973 25.3307 27.4101 22.204 19.0666 18.5977 29.8175 21.7075 19.3389 23.8643 18.1285 18.0317 17.8545 17.2869 18.0569 21.1076 17.036 22.555 38.1328 24.0461 27.2074 17.6818 16.1436 threshold=0.99998801946640026 5.0644175644265496e-06 0.089183576405048315 -39.499999999999993 6.6738297732626972e-07 -23.499999999999996 0.9982588291168214 7.5550000000000006 -196.49999999999997 4.0250000000000012 158.50000000000003 5.0050000000000008 5.2250000000000005 1.0000000180025095e-35 -64.499999999999986 32.500000000000007 -251.49999999999997 -228.49999999999997 2.5000000000000004 4.3950000000000005 -30.499999999999996 4.5000000000000009 5.955000000000001 -33.499999999999993 6.0450000000000008 0.38913470993117016 23.500000000000004 107.50000000000001 2.5000000000000004 0.66536458333333337 decision_type=2 2 2 8 2 10 2 8 10 10 2 10 10 2 10 2 10 10 10 10 8 10 10 8 8 2 2 2 10 2 left_child=1 4 3 12 -1 19 23 8 9 18 17 -7 14 15 -3 16 -14 -11 -8 -5 -21 -22 -23 24 -4 -26 -27 28 -28 -19 right_child=-2 2 6 5 -6 11 7 -9 -10 10 -12 -13 13 -15 -16 -17 -18 29 -20 20 21 22 -24 -25 25 26 27 -29 -30 -31 leaf_value=-0.0086261819212530271 0.0090273245176069987 -0.001108193253937419 0.0012382140853055444 -0.001571056286974257 -0.0048413473137884399 -0.00098714303148866303 0.0035088577958006747 0.0061632241206782184 0.0038490003873099354 -0.0026607834356127029 -0.022255582021371505 0.0068577167986632187 0.0030490375686898705 0.053347903799453013 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18388 108314 2246 4451 8026 5149 1143 42 2758 6234 33 24362 15348 19407 30 115 6020 33511 613 37 14109 2273 2513 713 364 67 16 internal_value=0 -0.000372021 7.02736e-05 -0.000559915 -0.00703887 -0.00207421 0.000663823 0.00249729 0.00145913 -0.000982793 -0.00452781 0.00179309 -6.52428e-05 0.000962133 -0.000515787 0.000915663 0.000116659 -0.00337015 0.00261872 -0.00251909 -0.00411906 -0.00565004 0.00907224 0.000463684 0.000827052 -0.000673226 0.0008749 0.0036125 0.00623507 -0.0285335 internal_weight=0 11718.8 10989.7 5330.33 729.083 1312.5 5659.37 556.971 434.051 214.687 108.192 135.408 4017.83 1224.84 2793 1223.75 871.631 101.56 106.495 1177.09 437.958 274.786 8.08579 5102.4 3656.43 786.521 526.334 199.337 132.546 2.78454 internal_count=734512 643911 250806 195125 393105 63573 55681 18972 10946 5797 1231 5004 131552 41022 90530 40989 25641 1189 4566 58569 40181 34161 650 36709 22600 5930 3657 1144 780 46 is_linear=0 shrinkage=0.01 Tree=666 num_leaves=31 num_cat=0 split_feature=11 11 11 11 10 10 11 10 4 4 5 47 10 4 5 10 4 11 11 11 10 10 10 10 11 10 10 47 5 38 split_gain=403.37 341.23 44.454 29.7987 26.2714 22.1987 21.2306 19.948 13.8128 18.4821 13.0696 11.298 15.2141 11.0074 10.8034 13.4777 11.1477 11.5104 12.4537 10.3995 13.0858 32.2145 10.3915 10.0775 10.0092 9.97704 9.5822 9.21247 9.20369 8.74956 threshold=0.99998801946640026 3.9827746149967433e-06 0.00022912561689730003 0.96394401788711548 1.3650000000000004 5.3550000000000013 6.6738297732626972e-07 3.3950000000000005 9.5000000000000018 6.5000000000000009 2.5000000000000004 1.0000000180025095e-35 6.1150000000000011 19.500000000000004 1.5000000000000002 4.8650000000000011 13.500000000000002 0.063380397856235463 0.007890905253589103 0.254873737692833 7.705000000000001 6.1150000000000011 3.2350000000000008 4.3950000000000005 0.99188911914825451 6.2950000000000008 8.7300000000000022 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 decision_type=2 2 2 2 10 8 2 10 8 10 8 2 10 10 10 10 10 2 2 2 10 10 10 10 2 10 10 2 10 2 left_child=1 6 5 7 -5 27 -1 10 9 -9 -4 13 24 -6 19 16 17 18 -16 -10 21 -21 -15 -18 -13 -8 -11 -3 -2 -24 right_child=28 2 3 4 11 -7 25 8 14 26 -12 12 -14 22 15 -17 23 -19 -20 20 -22 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0086139843187979133 0.009037811605554143 -0.004892837123558938 -0.0004914721715565106 0.0056721566868935249 0.0046198428201171485 3.3656493096014118e-05 -0.0057739291328702744 0.00058007550725424598 0.00040252490374357436 -0.0054697447849656787 -0.0039840424730391791 0.0013523550325416703 8.4817233500342079e-05 0.0020391370825317903 0.013264228418973035 0.00038917318028106794 -0.00050890759335192267 0.0021647889315567926 0.091316286430486782 0.0016645692748821286 0.0060575919955058637 -0.0051712132609784281 -0.0016033617106533582 -0.0035490874821564201 0.0044793044638705816 -0.00013814537016301078 0.0019788280166293591 -0.0022808965507748048 -0.08418704339034784 0.006968059837878922 leaf_weight=419.69259322306607 476.42871948098764 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0.96394401788711548 -390.49999999999994 3.9350000000000005 1.3650000000000004 5.3550000000000013 6.6738297732626972e-07 -344.49999999999994 19.500000000000004 0.87596153846153857 3.9650000000000003 369.50000000000006 0.61781229345670863 6.1150000000000011 -57.499999999999993 -53.499999999999993 2.5000000000000004 -49.499999999999993 1.5000000000000002 -63.499999999999993 23.500000000000004 1.5000000000000002 173.50000000000003 25.500000000000004 1.0000000180025095e-35 0.10022831050228312 0.18230694037145653 0.86984754376058737 decision_type=2 2 2 2 10 10 10 8 2 10 8 2 10 2 2 10 10 10 10 10 2 10 8 10 2 10 2 2 2 2 left_child=1 8 7 4 12 29 -5 -3 -1 -8 11 -7 22 15 -15 -11 18 -18 -17 -19 -20 -22 -4 24 26 -26 27 -12 -29 -6 right_child=-2 2 3 6 5 10 9 -9 -10 13 23 -13 -14 14 -16 16 17 19 20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.0086017014319108558 0.0090067939523964021 -0.0030504811412003273 0.0043640859149105893 0.0056460465823812414 -0.00077495590018398901 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9.6726930821314436 919.93326261080801 1229.1385035864078 13.72479597199708 132.21835508523509 1595.9020814588293 38.14948359131813 465.3524661436677 284.54286000784487 leaf_count=284791 90601 92969 597 10213 23836 7428 7051 36232 97836 7093 2988 285 17353 122 60 2613 112 283 383 406 512 480 8337 16340 164 2190 16426 331 4251 2229 internal_value=0 -0.000365236 5.66056e-05 0.000255123 4.26159e-05 0.000295302 0.00162908 -0.00193854 -0.00719262 0.0011477 0.000776621 -0.000802306 -0.0012201 0.00212864 -0.00579056 0.00240315 0.000435373 -0.00599989 0.00277905 -8.26654e-05 -0.00224273 -0.00629728 -0.000430811 0.00104848 0.00146493 -0.00160928 0.00164369 0.000630316 0.00217083 -0.000523007 internal_weight=0 11700.1 11019.2 10022 8679.58 7232.31 1342.45 997.19 680.842 1198.8 4553.81 668.897 1447.27 760.822 25.4892 735.333 261.77 69.8835 191.886 46.3179 74.6613 46.997 980.986 3884.91 2655.77 145.943 2509.83 913.929 503.502 2678.5 internal_count=734512 643911 261284 132083 102755 76468 29328 129201 382627 19115 50403 7713 26287 12064 182 11882 4789 801 3988 689 1375 992 8934 42690 26350 2354 23996 7570 4582 26065 is_linear=0 shrinkage=0.01 Tree=668 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 11 1 5 1 1 3 1 1 1 5 5 5 11 11 3 5 3 5 3 1 1 1 1 11 0 split_gain=394.225 332.757 42.8577 29.1206 27.6848 21.2636 19.3463 13.409 12.7344 35.7319 17.5223 12.0205 23.4372 12.5789 11.7982 14.0215 11.1486 13.1037 10.5468 10.237 9.5617 9.20846 16.3298 20.5967 29.7684 9.6739 18.899 9.11768 8.6594 9.14416 threshold=0.99998801946640026 3.9827746149967433e-06 0.00018196884047935001 0.96394401788711548 -390.49999999999994 6.6738297732626972e-07 -11.499999999999998 4.5000000000000009 -124.49999999999999 -128.49999999999997 0.34982517482517483 -35.499999999999993 -36.499999999999993 -62.499999999999993 5.5000000000000009 3.5000000000000004 6.5000000000000009 0.0038593490608036002 0.9982588291168214 0.37323383084577116 14.500000000000002 0.78297101449275375 6.5000000000000009 0.8622844827586208 -210.49999999999997 -317.49999999999994 -314.49999999999994 -380.49999999999994 0.063380397856235463 1.0000000180025095e-35 decision_type=2 2 2 2 10 2 8 10 10 10 2 10 8 10 10 8 10 2 2 2 10 2 8 2 8 10 10 8 2 2 left_child=1 5 6 4 14 -1 -3 28 9 -5 -11 12 13 -9 15 -4 17 -15 -10 -16 27 -7 25 24 -24 -23 -27 -2 -6 -30 right_child=20 2 3 8 7 21 -8 11 18 10 -12 -13 -14 16 19 -17 -18 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29 29 -31 leaf_value=-0.0085893329403271337 -0.083377673952513248 -0.0013015752441109588 -0.0011653642153768029 0.0009420326877931977 -1.0050171131916513e-05 -0.0058793475872978406 -0.0049693448479614542 -0.0042973762251654621 0.0015886236656756476 -0.048477720584474908 -0.01101262734473568 -0.014151152272640575 0.025293808734125154 0.028339990826729722 0.0093490896277005648 -0.0068692573164768683 -0.0036788326538388068 0.0045464533926053066 0.0043138324043532688 -0.0057279449423326516 -0.087842410129541332 -0.01003975907408637 -0.010018857739952893 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0.000284054 0.00161592 0.00075879 -0.025044 -0.00272283 -0.00199923 -0.0026274 -0.00122493 -0.00134228 0.00300945 0.00846742 0.00272473 0.00566914 0.00899642 -0.00495259 -0.00118074 0.0882091 0.191175 -0.00153232 0.000664749 0.00901751 0.000345065 0.000685446 internal_weight=0 11690.2 11014.2 10107.6 8767.73 675.988 906.569 7309.31 1339.91 755.722 5.32903 145.358 136.703 133.627 1458.41 1434.01 30.5405 16.817 584.184 24.4082 468.167 263.431 51.9593 0.203564 0.0994049 51.7557 41.133 468.065 7163.96 3657.86 internal_count=734512 643911 261284 137192 107864 382627 124092 80471 29328 17308 67 1568 1479 1452 27393 26985 284 158 12020 408 90601 97836 19947 74 47 19873 16099 90595 78903 19292 is_linear=0 shrinkage=0.01 Tree=669 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 10 1 10 10 11 1 10 10 4 1 10 1 10 1 1 1 1 10 1 10 10 10 1 10 10 split_gain=389.727 328.593 42.0887 28.2185 27.2036 27.0964 23.5065 22.9869 21.5388 21.2774 19.7685 20.0631 18.3733 17.0757 17.1721 16.8703 16.666 15.8809 14.4903 69.88 24.4194 14.6104 14.2493 13.063 12.2145 11.5539 12.9898 22.6273 11.2014 19.2395 threshold=0.99998801946640026 3.9827746149967433e-06 0.00022912561689730003 0.98303884267807018 -37.499999999999993 2.1050000000000004 -204.49999999999997 3.4550000000000005 5.3550000000000013 6.6738297732626972e-07 -85.499999999999986 2.7550000000000003 5.6250000000000009 19.500000000000004 -66.499999999999986 2.5250000000000004 -23.499999999999996 5.0150000000000006 -59.499999999999993 -52.499999999999993 -61.499999999999993 -20.499999999999996 5.0650000000000004 -317.49999999999994 2.5250000000000004 5.705000000000001 4.9450000000000012 -28.499999999999996 5.4350000000000014 5.2950000000000008 decision_type=2 2 2 2 8 10 10 10 8 2 10 8 10 8 10 10 10 10 10 10 10 8 10 10 8 10 10 8 10 10 left_child=1 9 8 4 7 -5 -7 10 23 -1 11 15 -8 14 22 -4 25 -18 20 -20 -14 -21 -9 -3 -12 26 -6 28 29 -28 right_child=-2 2 3 5 16 6 12 13 -10 -11 24 -13 18 -15 -16 -17 17 -19 19 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0085768784648553604 0.0089860032704587121 -0.0054374250436763048 -0.001993318147254149 0.0056313807957264718 -0.00092067391999374752 -0.00051184271147379165 0.0046127352528995223 -0.0036769252798508679 4.9818017973782378e-05 -0.0049274412960274017 -0.0019738463902243216 -0.0032548612222306258 -0.00033567330693434706 0.0010207054783464896 -0.0036424558839192327 0.0043109888240228213 -7.2222980823629876e-05 0.0058408522867596539 -0.018825614520435196 0.0030763811342367771 0.0085003007779210736 -0.027423078540467383 0.00088465334708417835 -0.0021652473118850659 0.00056235685449192694 0.0024171874308205462 -0.00097056896350410592 -0.0051776586938704697 -0.007644164586601907 0.0086505459150916508 leaf_weight=409.04202292958507 464.04422071692534 164.81240407272708 95.394640856422484 156.27171452180482 1675.8791827871464 447.95529153058305 241.44469536095858 81.246283304877579 358.99718351732008 262.14537235797616 227.91421607136726 412.39908692799509 92.449843669310212 4002.8626397522166 153.35490162391216 76.476417451165617 140.68483681138605 67.075225837994367 20.249195963144302 66.014345226809382 47.268836399540305 1.6089241430163372 435.81420093495399 469.69192593160551 1138.259276734665 87.926066920161247 100.12147847842425 204.65862167510204 16.890140347182751 26.229810547083616 leaf_count=284791 90601 28339 928 11053 20658 7004 4116 1245 36232 97836 2332 3922 1589 44180 1666 679 1370 761 99 948 1897 8 4640 64630 10659 1289 1071 9519 216 234 internal_value=0 -0.000358585 5.55256e-05 0.000250249 6.63761e-05 0.00178241 0.00112647 0.000392746 -0.00190767 -0.00715152 -0.000519125 -0.00205858 0.00269115 0.000773325 -0.000703714 0.000811871 -0.000865641 0.00183681 0.000652602 -0.00252912 0.00265366 0.00235072 0.000167887 -0.00301519 0.00013925 -0.00113152 -0.0012857 -0.00304408 4.303e-06 0.00102672 internal_weight=0 11681.1 11010 10016.4 8943.19 1073.26 916.991 6623.72 993.502 671.187 1950.44 584.27 469.036 4673.28 670.415 171.871 2319.47 207.76 227.591 87.8725 139.719 67.6233 517.06 634.504 1366.17 2111.71 2023.78 347.9 143.241 126.351 internal_count=734512 643911 261284 132083 105369 26714 15661 70251 129201 382627 18520 5529 8657 51731 7551 1607 35118 2131 4541 1055 3486 956 5885 92969 12991 32987 31698 11040 1521 1305 is_linear=0 shrinkage=0.01 Tree=670 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 10 10 11 10 1 1 10 6 3 10 10 1 1 10 1 6 10 3 1 10 10 1 6 10 6 split_gain=385.277 324.469 41.3473 28.1498 26.6414 25.4442 22.1799 21.2908 20.8528 19.3032 16.3236 21.2709 16.2585 25.6414 16.1099 15.3198 38.4877 46.5379 24.3915 20.7049 19.5425 14.6239 17.3159 13.8639 17.3107 14.1389 23.6001 13.6887 14.4869 13.5475 threshold=0.99998801946640026 3.9827746149967433e-06 0.00018196884047935001 0.96394401788711548 -37.499999999999993 1.3650000000000004 5.3550000000000013 6.6738297732626972e-07 3.4550000000000005 -344.49999999999994 -85.499999999999986 2.7550000000000003 369.50000000000006 0.61781229345670863 5.705000000000001 6.1150000000000011 -57.499999999999993 -53.499999999999993 6.1550000000000011 -49.499999999999993 191.50000000000003 2.5250000000000004 0.51623445076955521 -18.499999999999996 5.0150000000000006 4.9450000000000012 -36.499999999999993 1931.5000000000002 6.0250000000000012 303.50000000000006 decision_type=2 2 2 2 8 10 8 2 10 10 10 8 2 2 10 10 10 10 10 10 2 10 2 10 10 10 10 2 8 2 left_child=1 7 6 4 8 -5 -3 -1 10 -7 11 21 15 -14 23 -11 18 -18 -17 -19 -20 -4 -23 25 -25 -6 -27 -8 -29 -10 right_child=-2 2 3 5 14 9 27 -9 29 12 -12 -13 13 -15 -16 16 17 19 20 -21 -22 22 -24 24 -26 26 -28 28 -30 -31 leaf_value=-0.0085643376946577237 0.0089754968684741965 -0.0031718489472691725 -0.001563389150627279 0.0055916262884938041 -0.00090717668075147558 -0.00055640627536765019 1.4368401898685678e-05 -0.0049021967462803588 0.00081713187491265721 0.0034327013005596798 8.4892490600998709e-05 -0.0031568818723400065 0.0024988074321946256 -0.01795216606478978 0.0029203623000415365 0.0099644189584420766 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1655 1275 112 283 2692 406 21 474 202 905 348 9903 1812 32 28 2380 internal_value=0 -0.000355294 5.49897e-05 0.000238249 3.21784e-05 0.00159041 -0.00199508 -0.00713083 0.000355498 0.00111444 -0.000511095 -0.00191738 0.00208203 -0.00577505 -0.00090776 0.00235571 0.000408899 -0.00596102 0.00273063 -0.000131721 0.000962703 0.00104279 0.00432226 -0.00109532 0.0022062 -0.00129165 -0.00311322 9.2005e-05 0.0542429 0.000724404 internal_weight=0 11672 11005.6 10102.5 8766.49 1336.02 903.083 666.429 6522.79 1193.98 1947.63 579.725 756.113 25.4501 2243.7 730.663 260.241 69.5163 190.725 46.1109 153.267 171.102 75.7642 2138.91 120.053 2018.85 351.848 325.604 0.466153 4575.16 internal_count=734512 643911 261284 137192 107864 29328 124092 382627 72234 19115 19048 5625 12064 182 35630 11882 4789 801 3988 689 2713 1636 676 33975 1253 32722 11715 34974 60 53186 is_linear=0 shrinkage=0.01 Tree=671 num_leaves=31 num_cat=0 split_feature=10 47 3 4 40 18 5 3 10 10 10 5 3 3 3 3 4 3 4 3 3 5 10 3 10 10 10 5 10 3 split_gain=20.2397 29.8026 18.0801 21.9411 16.8756 15.2963 13.0825 16.4676 17.2715 19.8391 13.0052 19.6892 19.2208 12.3368 11.4961 11.3698 11.2648 10.918 10.1158 9.59212 18.0724 21.5721 9.53763 9.40976 9.18002 8.99363 8.89601 11.6617 8.8322 16.325 threshold=1.635 1.0000000180025095e-35 0.8185736677115989 29.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 0.73703419131771042 5.7250000000000005 5.3450000000000006 4.8850000000000007 11.500000000000002 0.41213235294117651 0.77836257309941537 0.90501253132832093 0.75103305785123975 42.000000000000007 0.81769305962854366 19.500000000000004 0.54186137071651097 0.67826876513317202 1.5000000000000002 1.5450000000000002 0.73935688405797106 8.3400000000000016 4.8450000000000006 4.5750000000000011 9.5000000000000018 5.4450000000000012 0.37323383084577116 decision_type=10 2 2 10 2 2 10 2 10 10 10 10 2 2 2 2 8 2 10 2 2 10 8 2 10 10 10 8 10 2 left_child=1 5 3 18 6 -1 28 10 9 26 25 24 -13 15 22 -11 17 19 -3 -5 -21 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1566.64 1048.63 936.002 10551.9 518.007 10541.4 745.652 220.675 112.554 524.978 385.936 15.8403 45.0516 112.63 11.2616 627.049 622.657 308.952 606.895 218.227 83.2013 39.7892 108.12 370.095 139.042 67.5029 24.2171 9795.77 2209.41 internal_count=734512 75079 26171 23125 659433 48908 658706 81589 29622 9381 51967 41174 3063 3886 3046 737 16312 16170 6813 15731 5530 2722 830 20241 38111 10793 5495 1192 577117 163613 is_linear=0 shrinkage=0.01 Tree=672 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 6 3 5 6 6 3 6 6 3 6 3 3 11 5 6 11 6 6 3 3 11 0 6 6 11 split_gain=380.575 320.307 40.5511 27.6002 21.3056 13.4604 21.3671 11.021 18.1898 18.0755 12.7934 9.64646 10.3227 16.2799 24.687 10.0664 26.7315 11.5914 9.6293 11.4012 9.60984 9.52849 20.7026 14.3744 22.2817 18.1626 9.30841 10.6589 14.8225 18.6428 threshold=0.99998801946640026 3.9827746149967433e-06 0.00018196884047935001 0.96394401788711548 6.6738297732626972e-07 369.50000000000006 0.64308462238398556 2.5000000000000004 56.500000000000007 59.500000000000007 0.38119783996072654 460.50000000000006 187.50000000000003 0.16749174917491746 84.500000000000014 0.79187293729372954 0.75103305785123975 0.49114476144313818 3.5000000000000004 37.500000000000007 0.99991196393966686 221.50000000000003 223.50000000000003 0.68457101658255237 0.57919331037875066 4.9084394049714326e-05 1.0000000180025095e-35 352.50000000000006 321.50000000000006 1.2318992958171295e-05 decision_type=2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 21 7 -1 18 -7 -4 -9 10 -10 12 13 14 -11 16 -14 -18 20 -20 -5 -3 23 24 -23 -26 -24 28 29 -28 right_child=-2 2 3 5 -6 6 -8 8 9 11 -12 -13 15 -15 -16 -17 17 -19 19 -21 -22 22 26 -25 25 -27 27 -29 -30 -31 leaf_value=-0.0085514511165726975 0.0089642586559388077 -0.0022355445732400022 0.00014647455182527843 0.0017319365349429162 -0.0048761758555742182 0.0014776540892773408 -0.014861715025151557 -0.0017107517554284493 0.035170799138224788 -0.0046694514067166671 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num_leaves=31 num_cat=0 split_feature=7 6 40 1 1 1 6 6 2 6 6 2 2 2 6 6 1 1 2 2 2 1 1 1 2 1 1 47 2 0 split_gain=12.6326 9.11455 8.89904 8.64967 16.6675 15.9617 42.4182 37.8287 24.1401 13.7444 43.2049 19.5508 36.3116 13.4218 11.3977 9.46945 11.829 9.30846 9.23313 17.1324 8.62131 8.18337 8.02009 16.1227 12.0956 21.336 15.3243 12.3661 10.6858 10.2426 threshold=1.0000000180025095e-35 416.50000000000006 1.0000000180025095e-35 -64.499999999999986 -41.499999999999993 -65.499999999999986 29.500000000000004 27.500000000000004 0.3046129374337222 9.5000000000000018 10.500000000000002 0.31601439496176342 0.34794619264953158 0.05594679186228476 336.50000000000006 1.0000000180025095e-35 -19.499999999999996 -9.4999999999999982 0.24536878216123498 0.17416582406471184 0.10551619433198377 -26.499999999999996 -60.499999999999993 -54.499999999999993 0.50151515151515158 -57.499999999999993 -56.499999999999993 1.0000000180025095e-35 0.98728813559322048 1.0000000180025095e-35 decision_type=10 2 2 10 10 10 2 2 2 2 2 2 2 2 2 2 10 10 2 2 2 10 10 10 2 10 10 2 2 2 left_child=1 2 3 5 22 -1 7 9 -9 -7 -11 20 -13 -8 15 16 -6 -18 19 -16 -12 -3 -5 24 -24 27 29 -26 -25 -27 right_child=-2 21 -4 4 14 6 13 8 -10 10 11 12 -14 -15 18 -17 17 -19 -20 -21 -22 -23 23 28 25 26 -28 -29 -30 -31 leaf_value=-3.2451983535771664e-05 0.014919889353225406 -0.0027884330506451815 -0.0084405809626033369 0.0022141020528755723 -0.0021091727562514502 -0.0018795317707968506 0.0083789246485294882 -0.010996943426886339 0.020825652369892637 0.020168348056444692 0.011428983177370088 0.021940034273820855 -0.003360182072513776 -0.0069313989402175523 -0.011443407851243996 0.00018566425696606273 0.0044876418849309823 -0.0033892498774831148 -5.2394660712161042e-05 0.024758485719192574 -0.0055876054142783198 0.0075839391534311277 0.00027101777304155007 0.0012065649950859481 -0.012337152122901315 -0.011654515324869281 -0.0020300737957077192 0.0022092167143005228 0.0062353191264309625 0.0060639724079811635 leaf_weight=7987.769865363196 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25623 64023 382627 161 34500 16944 5159 47079 8340 29631 4736 1493 77 24895 21316 4688 3579 33254 1917 16628 is_linear=0 shrinkage=0.01 Tree=675 num_leaves=31 num_cat=0 split_feature=10 47 0 6 2 2 6 6 6 0 5 2 3 3 5 2 10 10 6 10 6 5 10 6 3 6 6 3 10 2 split_gain=19.3676 33.8482 21.7615 20.9519 34.1448 57.8739 55.9754 17.9284 16.2439 15.1516 17.4158 18.4117 12.9706 12.4763 12.3322 25.934 15.4298 21.5041 16.9632 15.1427 14.0176 12.278 11.9476 11.307 10.5142 10.1511 12.6684 11.1716 10.0749 9.91337 threshold=1.3650000000000004 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 0.32444286391654814 0.33463541666666669 10.500000000000002 195.50000000000003 35.500000000000007 1.0000000180025095e-35 1.5000000000000002 0.010811126694717151 0.8185736677115989 1.0000000180025095e-35 3.5000000000000004 0.2573593073593074 5.7250000000000005 5.3450000000000006 215.50000000000003 9.1600000000000019 91.500000000000014 1.0000000180025095e-35 5.0150000000000006 92.500000000000014 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9.76423 15.4638 9.01945 8.71469 8.47673 10.6948 8.41444 9.93478 threshold=0.99998801946640026 3.9827746149967433e-06 0.00018196884047935001 0.96394401788711548 -37.499999999999993 6.6738297732626972e-07 -348.49999999999994 3.5000000000000004 -344.49999999999994 -361.49999999999994 -23.499999999999996 -124.49999999999999 -128.49999999999997 0.34982517482517483 0.12629276514053342 -49.499999999999993 5.5000000000000009 -35.499999999999993 0.9982588291168214 0.78297101449275375 6.5000000000000009 0.8622844827586208 -317.49999999999994 -314.49999999999994 14.500000000000002 -380.49999999999994 -36.499999999999993 7.5000000000000009 0.89751312944084038 -358.49999999999994 decision_type=2 2 2 2 8 2 10 10 10 10 10 10 10 2 2 10 10 10 2 2 8 2 10 10 10 8 10 8 2 8 left_child=1 5 6 4 7 -1 -3 15 9 -9 14 12 -5 -14 16 -4 -6 26 -13 -7 22 -22 -21 -24 25 -2 27 -18 29 -11 right_child=24 2 3 11 10 19 -8 8 -10 28 -12 18 13 -15 -16 -17 17 -19 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31 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447.353 447.245 13.948 12.0995 26.9843 16.9479 internal_count=734512 643911 261284 137192 107864 382627 124092 72234 6109 676 35630 29328 17308 67 33417 66125 24615 375 12020 97836 19947 74 19873 16099 90601 90595 316 297 298 235 is_linear=0 shrinkage=0.01 Tree=677 num_leaves=31 num_cat=0 split_feature=11 11 11 10 11 11 10 10 10 18 5 5 0 5 5 10 18 10 10 10 5 11 10 10 10 10 10 5 10 11 split_gain=367.324 308.104 38.3499 26.7231 24.4399 21.3428 20.7871 15.4698 14.6048 16.707 14.3139 13.7435 13.1613 18.6571 16.7434 11.0119 10.4609 10.5338 18.0886 13.7784 13.5589 10.8962 10.3606 11.4518 10.2639 9.97623 15.0975 10.2994 13.5955 9.93285 threshold=0.99998801946640026 3.9827746149967433e-06 0.0009053001122083001 5.5250000000000012 0.9982588291168214 5.9630792748066607e-07 7.5550000000000006 3.8750000000000004 4.8750000000000009 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 5.5000000000000009 4.5000000000000009 4.8950000000000005 1.0000000180025095e-35 6.0450000000000008 6.1250000000000009 6.1550000000000011 1.5000000000000002 0.76014459133148204 9.2600000000000016 8.1200000000000028 6.2950000000000008 6.7350000000000012 7.995000000000001 1.5000000000000002 6.5450000000000008 0.023589946329593603 decision_type=2 2 2 8 2 2 8 10 10 2 10 8 2 8 10 10 2 10 10 10 10 2 10 10 10 10 10 10 10 2 left_child=1 5 3 -3 8 -1 7 10 9 11 -6 -4 14 -14 16 -15 17 21 -19 20 -20 -10 23 -16 -7 27 -27 -18 -29 -25 right_child=-2 2 4 -5 6 24 -8 -9 12 -11 -12 -13 13 15 22 -17 25 18 19 -21 -22 -23 -24 29 -26 26 -28 28 -30 -31 leaf_value=-0.0085699350057200033 0.0089313142041717395 -0.0022637477035441951 -6.2774819486319719e-06 0.00049439590550535073 0.0046270269321601401 -0.0056649969519841463 0.0060389112643565637 -8.7155943231031449e-05 0.00086502749868370467 -0.005191047367285824 -0.009080733076037989 -0.0024655411802202752 -0.00085644019510354235 -0.011638770209665425 -0.0011078701397481076 0.010096147548152665 0.0063343964892921233 -0.004398926127677413 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262 70 187 122 217 internal_value=0 -0.000341978 5.31365e-05 -0.00137397 0.000297765 -0.00704545 0.00235009 0.00131882 0.000170777 -0.000198806 0.00389535 -0.000129611 0.000618251 -0.00056555 0.000896569 0.00786932 0.00103862 0.000897982 -0.000151321 0.000438655 0.012817 0.00123945 -0.00274784 -0.0036332 -0.00488321 0.00342808 -0.000635479 0.0048469 -0.000551787 -0.00771372 internal_weight=0 11632.5 10985.1 1607.47 9377.59 647.479 546.429 427.043 8831.16 4836.52 150.762 4770.4 3994.64 760.389 3234.25 25.349 3112.91 2939.88 721.816 633.786 8.86654 2218.06 121.334 111.132 267.736 173.034 44.7807 128.253 27.7042 42.4844 internal_count=734512 643911 261284 155360 105924 382627 18972 10946 86952 46128 5972 45456 40824 6745 34079 240 33021 31577 5747 4870 70 25830 1058 982 105548 1444 332 1112 309 270 is_linear=0 shrinkage=0.01 Tree=678 num_leaves=31 num_cat=0 split_feature=5 2 7 1 1 40 2 1 1 1 1 1 2 38 1 1 2 2 2 2 1 1 1 2 2 1 1 1 1 1 split_gain=17.9574 13.2407 11.2379 8.96647 18.9221 8.48705 8.03226 12.9717 13.0063 33.4013 42.6694 23.2058 9.98197 7.85287 7.42871 23.1729 18.4468 17.9813 16.089 14.6942 19.2236 22.9308 14.0572 10.8695 14.4385 11.0316 9.67949 8.87669 8.75151 17.7349 threshold=2.5000000000000004 0.42598071444225294 1.0000000180025095e-35 -344.49999999999994 -364.49999999999994 1.0000000180025095e-35 0.40765107212475632 -19.499999999999996 -103.49999999999999 -165.49999999999997 -157.49999999999997 -110.49999999999999 0.42382092851879144 1.0000000180025095e-35 -122.49999999999999 -126.49999999999999 0.48295234405269277 0.69789381307591059 0.50151515151515158 0.98728813559322048 -317.49999999999994 -249.49999999999997 -111.49999999999999 0.20701970443349751 0.17416582406471184 -116.49999999999999 -358.49999999999994 -112.49999999999999 -41.499999999999993 -45.499999999999993 decision_type=8 2 10 8 10 2 2 10 8 10 8 10 2 2 10 10 2 2 2 2 10 10 10 2 2 10 8 10 10 10 left_child=2 3 5 4 -2 13 -5 8 9 -8 -11 -12 -10 14 15 16 -1 -17 26 20 -20 -22 23 24 27 -26 -18 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0.92553359805606206 6.8449739532661686 1.216161227377597 1.4411329982103778 0.30662552942521459 0.36975816910853598 68.033781315083615 20.15917287603952 45.010945388232358 11.390539777756201 7.1308932143729171 683.6056745959213 210.93116831069347 219.6665732858819 242.41660148784285 4512.3078325785464 49.821995007863734 3.7715920694172382 1.5243834129068989 488.09911170986015 7.0537994721671593 1306.1681280577905 329.9607213443378 leaf_count=180950 2233 48329 213 77107 1325 689 957 24 863 54 131 27 60 2578 706 4616 433 171 48223 13533 12519 19371 191924 3762 67 40 34666 88 74592 14261 internal_value=0 -0.00112846 0.000130631 -0.000301959 0.00388043 0.000123859 -0.000581971 0.00567103 0.0038944 0.0103477 0.0394098 0.00775936 -0.00668786 0.000133176 0.00011167 -0.000198764 -0.000120772 -0.00682637 0.000639175 7.42421e-05 -0.00037232 0.00120321 0.000335028 0.00443971 0.00893785 0.0240447 0.00217354 0.00599786 0.000280064 0.000476009 internal_weight=0 1265.49 10798.5 765.632 48.0429 10793.7 717.589 19.9711 19.0456 11.8308 2.96392 1.74776 7.21473 10781.8 10713.8 4483.03 4430.89 52.1418 1856.11 1356.62 1145.69 462.083 6230.77 82.3309 32.5089 5.29598 499.49 27.213 6148.44 4842.27 internal_count=734512 131110 603402 82781 3558 603189 79223 2116 2092 1169 212 158 923 602500 599922 314482 309695 4787 128745 93646 80113 31890 285440 4663 901 107 35099 794 280777 206185 is_linear=0 shrinkage=0.01 Tree=679 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 6 5 6 6 6 6 6 6 11 5 6 11 4 11 5 28 6 5 11 5 5 11 5 4 4 split_gain=363.17 304.078 37.7636 25.935 21.3573 12.9642 10.0926 17.7356 17.161 9.44478 19.179 9.42206 9.99569 15.0118 9.12325 11.2303 9.32589 8.76876 8.94456 8.37914 8.34249 11.8638 7.92002 6.69082 6.40937 8.89487 6.2958 6.17193 6.13627 12.8365 threshold=0.99998801946640026 3.9827746149967433e-06 0.00018196884047935001 0.96394401788711548 5.9630792748066607e-07 369.50000000000006 2.5000000000000004 56.500000000000007 59.500000000000007 221.50000000000003 223.50000000000003 460.50000000000006 84.500000000000014 0.089183576405048315 3.5000000000000004 37.500000000000007 0.99991196393966686 42.000000000000007 0.49114476144313818 14.500000000000002 1.0000000180025095e-35 20.500000000000004 1.5000000000000002 0.99999946355819713 2.5000000000000004 1.5000000000000002 0.044676627963781308 8.5000000000000018 9.5000000000000018 6.5000000000000009 decision_type=2 2 2 2 2 2 10 2 2 2 2 2 2 2 8 2 2 8 2 10 2 2 10 2 8 10 2 10 10 10 left_child=1 4 9 6 -1 14 17 20 -9 -3 22 12 13 26 16 -16 -5 18 28 23 -8 -22 -11 -2 25 -7 -10 -14 29 -4 right_child=19 2 3 5 -6 24 7 8 11 10 -12 -13 27 -15 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0085570650955644478 0.0065602933997174172 -0.0021746343929057495 0.00041875350448812451 0.0016821881907325129 -0.0048569466884682971 -0.0073699834475322388 -0.0018640931176486472 0.021267238245898722 0.00046013271149615814 0.026901005750296095 0.0014153041675870456 -0.0074160799183047438 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leaf_count=277079 14091 113051 1927 19884 105548 154 10443 93 459 89 10883 297 2163 70 2107 74 6983 37 11925 6 193 105 69 76504 21 105 27 38 78432 1655 internal_value=0 -0.000338862 5.24704e-05 0.000227112 -0.00702372 0.00153019 2.97872e-05 -0.00102426 0.00236252 -0.00191671 0.00217685 0.00166515 0.00249162 -0.00336168 0.00169101 -0.000900019 0.00196348 0.000139093 0.000131153 0.0089206 -0.0016605 0.00425339 0.0496749 0.008943 -0.0045466 -0.00288999 0.00362999 0.00397573 -5.11715e-05 -0.00158453 internal_weight=0 11623.8 10980.9 10086.4 642.826 1326.51 8759.89 823.062 130.169 894.538 53.0215 125.538 115.066 23.2739 1292.31 122.965 1169.35 7936.83 7932.3 439.603 692.894 23.0595 0.836695 439.487 34.2021 29.8331 13.2398 91.7916 6126.26 250.321 internal_count=734512 643911 261284 137192 382627 29328 107864 13888 3147 124092 11041 3054 2757 556 29048 2181 26867 93976 93939 90601 10741 298 158 90595 280 259 486 2201 82014 3582 is_linear=0 shrinkage=0.01 Tree=680 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 1 6 1 1 6 6 5 5 6 1 11 5 11 1 5 1 6 6 4 1 6 1 1 split_gain=359.011 300.219 37.0845 36.6361 21.3677 20.1136 17.7306 17.2675 22.7821 14.5077 16.2886 13.843 13.0897 12.2606 11.4489 23.8523 18.0184 11.5881 9.83437 8.58747 8.28381 18.948 9.35048 9.6231 9.31078 14.5286 13.8326 13.9742 13.1548 11.5694 threshold=0.99998801946640026 3.9827746149967433e-06 0.017575767822563603 -39.499999999999993 6.6738297732626972e-07 0.9982588291168214 -26.499999999999996 -364.49999999999994 193.50000000000003 -124.49999999999999 -128.49999999999997 165.50000000000003 398.50000000000006 1.5000000000000002 4.5000000000000009 12.500000000000002 -35.499999999999993 0.76014459133148204 1.5000000000000002 0.98303884267807018 -351.49999999999994 3.5000000000000004 -330.49999999999994 1.5000000000000002 5.5000000000000009 26.500000000000004 -79.499999999999986 1.5000000000000002 -46.499999999999993 -298.49999999999994 decision_type=2 2 2 8 2 2 10 10 2 10 10 2 2 8 10 2 8 2 10 2 10 8 8 2 2 8 10 2 10 10 left_child=1 4 3 18 -1 7 -5 8 -4 10 11 -7 14 -13 17 16 -16 20 -3 -14 21 -9 23 -22 25 26 27 -24 -26 -27 right_child=-2 2 5 6 -6 9 -8 12 -10 -11 -12 13 19 -15 15 -17 -18 -19 -20 -21 22 -23 24 -25 28 29 -28 -29 -30 -31 leaf_value=-0.0084861416012167509 0.0089097086315472612 0.0001600062847904367 -0.00092173023310959418 -0.0031046754581884489 -0.0047463205240736083 0.0016128595351967748 0.0010375218752588003 0.0012268816367991045 0.0047144663341393478 0.0041705946696262812 -0.026682226184679948 -0.00040194171118988558 -0.0025634092234545483 -0.016966789307816359 0.0018101631979559375 -0.0085444171603560968 -0.017166060425907903 0.0015715370006508106 -0.0011424098997222137 -0.014463698227338524 0.00022200745988800417 0.016365611343463704 0.0017263578165370131 -0.0059180661253436595 0.00069336676954309131 0.0041937500095501103 -0.0041569803805800703 -0.0046922960963133942 0.0033314759005654859 0.00027236429616529767 leaf_weight=385.10983766528079 435.75897065352183 2053.2127860280452 1404.1406339411624 759.92708128038794 253.23882826342015 285.87471988308243 119.60219021013472 37.292115043848753 75.576944156549871 237.99551598634571 2.1293323207646599 10.65770173398778 63.409361222758889 7.6939136954024425 82.544361939653754 41.429233027622104 5.326660005375742 1221.4806958921254 807.87504952691961 6.7050895020365706 56.058784298598766 10.622770786285399 128.04398840293288 46.86331257969141 1034.4640150088817 78.213128034025431 144.74371587485075 46.141573894768953 231.27498101070523 1977.3037745282054 leaf_count=284791 90601 81256 16117 55881 97836 11192 6001 199 894 7450 38 223 444 69 589 281 36 11082 49226 35 283 60 684 296 6244 413 805 271 1338 9877 internal_value=0 -0.000335746 5.19626e-05 -0.000756462 -0.00700252 0.000469875 -0.0025414 0.000319502 -0.00063386 0.00231839 0.000879486 0.0010724 0.000590171 -0.00734675 0.000648692 -0.0022893 0.000659842 0.000724479 -0.000207752 -0.00370144 0.000451554 0.00458315 0.000398667 -0.00257374 0.000482708 0.000113456 -0.00187238 2.60631e-05 0.0011754 0.000421574 internal_weight=0 11615 10976.6 3740.62 638.349 7235.99 879.529 6691.64 1479.72 544.351 306.356 304.226 5211.92 18.3516 5141.8 129.3 87.871 5012.5 2861.09 70.1145 3791.02 47.9149 3743.11 102.922 3640.19 2374.45 318.929 174.186 1265.74 2055.52 internal_count=734512 643911 261284 192364 382627 68920 61882 49948 17011 18972 11522 11484 32937 292 32458 906 625 31552 130482 479 20470 259 20211 579 19632 12050 1760 955 7582 10290 is_linear=0 shrinkage=0.01 Tree=681 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 10 1 10 10 11 5 1 10 10 10 10 1 1 6 1 10 1 10 1 6 5 11 6 1 10 split_gain=354.894 296.403 36.7315 25.1159 25.9419 25.8883 22.406 21.8823 21.4359 21.3791 20.5544 18.9444 20.347 17.7602 16.7847 15.6208 14.2217 67.0795 26.843 18.3948 18.7474 14.1389 16.5216 14.0788 13.3454 14.8621 16.1049 33.7387 21.5537 13.6997 threshold=0.99998801946640026 3.9827746149967433e-06 0.00018196884047935001 0.98303884267807018 -37.499999999999993 2.1050000000000004 -204.49999999999997 3.4550000000000005 5.3550000000000013 5.9630792748066607e-07 1.5000000000000002 -85.499999999999986 2.7550000000000003 5.6250000000000009 2.5250000000000004 5.705000000000001 -59.499999999999993 -52.499999999999993 14.500000000000002 -61.499999999999993 8.2700000000000014 -18.499999999999996 5.0150000000000006 -20.499999999999996 317.50000000000006 2.5000000000000004 0.089183576405048315 356.50000000000006 -33.499999999999993 4.9450000000000012 decision_type=2 2 2 2 8 10 10 10 8 2 10 10 8 10 10 10 10 10 2 10 10 10 10 8 2 8 2 2 8 10 left_child=1 9 8 4 7 -5 -7 11 -3 -1 -9 12 14 -8 -4 21 18 -18 -15 20 -20 24 -23 -19 29 -26 27 -27 -29 -6 right_child=-2 2 3 5 15 6 13 10 -10 -11 -12 -13 -14 16 -16 -17 17 23 19 -21 -22 22 -24 -25 25 26 -28 28 -30 -31 leaf_value=-0.008531735677030956 0.0088986970263151294 -0.0030625852409012491 -0.0019217548124174451 0.0054989715718432516 -0.0009729521359899383 -0.00055884908852678469 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1.6181558296084393 36.039308602688834 0.34448636299930402 4.8077024845406413 0.29187669418752193 0.70074931741692126 351.91004637093283 leaf_count=277079 90601 89118 970 11053 21389 7004 4116 34008 34974 105548 20386 13681 4090 2167 698 1675 99 948 422 760 137 915 362 8 859 18 41 5 69 11312 internal_value=0 -0.000332659 5.14624e-05 0.000223586 5.24813e-05 0.00167979 0.00104023 0.000369258 -0.00189348 -0.00698123 0.000739164 -0.000515387 -0.00201865 0.00258364 0.000863135 -0.000855405 0.000568579 -0.00260499 0.00256317 -0.00284295 -0.00656731 -0.00103644 0.00226137 0.00222437 -0.00122919 0.00433868 0.0187134 0.0494114 0.0198194 -0.00134324 internal_weight=0 11606.1 10972.2 10080.1 9020.21 1059.88 907.848 6687.01 892.065 633.916 4715.34 1971.67 588.217 461.967 172.963 2333.21 224.672 86.7096 137.963 55.1386 38.9457 2224.32 122.828 66.6239 2101.5 42.1841 6.14481 1.33711 0.992626 2059.31 internal_count=734512 643911 261284 137192 110478 26714 15661 73833 124092 382627 54394 19439 5758 8657 1668 36645 4541 1055 3486 1319 559 34970 1277 956 33693 992 133 92 74 32701 is_linear=0 shrinkage=0.01 Tree=682 num_leaves=31 num_cat=0 split_feature=10 47 0 6 2 2 6 6 6 0 4 4 3 3 3 4 6 3 3 3 4 2 10 18 6 10 10 4 47 2 split_gain=17.6702 32.7543 21.3658 20.7341 33.4468 56.8205 55.0199 17.5267 15.9722 14.709 14.0457 12.5114 15.0585 12.3437 12.2687 11.5553 10.4417 12.6319 11.1626 13.3455 9.93499 9.91167 9.68868 11.8911 9.5638 18.7377 10.5017 17.659 28.931 17.8962 threshold=1.3650000000000004 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 0.32444286391654814 0.33463541666666669 10.500000000000002 195.50000000000003 35.500000000000007 1.0000000180025095e-35 29.500000000000004 29.500000000000004 0.55594679186228502 0.68203058623619384 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.49441323345817728 0.26944684528954194 0.49441323345817728 9.5000000000000018 0.2730095990965557 1.0000000180025095e-35 1.0000000180025095e-35 416.50000000000006 4.5750000000000011 5.2550000000000008 20.500000000000004 1.0000000180025095e-35 0.98728813559322048 decision_type=10 2 2 2 2 2 2 2 2 2 10 8 2 2 2 10 2 2 2 2 10 2 8 2 2 10 10 8 2 2 left_child=1 2 15 9 6 8 -5 14 -6 -3 21 12 -9 16 -7 -1 17 -11 -18 -20 -19 -8 -17 -24 26 -26 27 28 -2 -29 right_child=24 3 -4 4 5 7 10 11 -10 13 -12 -13 -14 -15 -16 22 18 20 19 -21 -22 -23 23 -25 25 -27 -28 29 -30 -31 leaf_value=-0.063853489371613018 0.001423061564701634 -0.0020975230098168839 0.006066510760238274 0.020022345028370622 0.022436173888785063 -0.012481892752538998 -0.00085710926105204586 0.055492918393705438 0.0042333458489165129 0.003418563460682172 -0.005937120344049248 0.0067908241359055021 0.013063865480434048 0.0056808040144804067 0.0020347468426978235 -0.0025885062943508379 -0.0064182121307047747 -0.034306255383672477 0.014869778075851688 -0.0011799831084977445 -0.0015399587727431231 0.014428006216433932 0.0028512881256627276 -0.0086865418139513238 0.0023747801429138569 -0.0048453904196982551 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0.000687347 0.000938778 0.0016113 -5.05474e-06 0.00148974 -0.00223296 -0.000114463 -0.0020004 0.0032063 0.00167021 0.0024302 -0.000143766 -0.00253193 -0.000105873 -0.000321047 -0.00207797 -0.000180118 internal_weight=0 1457.7 467.617 990.087 228.478 122.032 106.446 93.3905 28.6417 761.609 95.7192 9.97881 3.4675 357.015 83.4117 299.62 313.539 187.642 125.897 83.5869 66.7894 21.7369 299.351 254.02 10568.2 165.068 10403.2 7132.01 529.605 6602.41 internal_count=734512 71170 46183 24987 4923 2431 2492 2007 424 20064 2392 255 84 10165 1752 25612 8283 5842 2441 1554 1547 446 25581 23451 663342 20714 642628 369457 45582 323875 is_linear=0 shrinkage=0.01 Tree=683 num_leaves=31 num_cat=0 split_feature=10 1 1 1 1 10 2 10 10 4 0 4 10 1 5 10 10 5 10 10 5 3 2 2 5 10 10 2 2 10 split_gain=17.3348 43.4281 22.8702 32.5871 20.9909 59.3572 19.1803 16.7519 22.7785 16.1664 15.123 14.67 16.5236 17.6613 15.0959 15.5598 19.2636 14.2287 18.3654 20.9499 17.641 35.5098 21.2178 20.9047 16.4022 15.3153 15.2662 14.2701 16.0092 19.4681 threshold=1.3650000000000004 -361.49999999999994 -89.499999999999986 -125.49999999999999 -8.4999999999999982 3.9350000000000005 0.63582887700534763 2.5250000000000004 2.5650000000000004 22.500000000000004 1.0000000180025095e-35 19.500000000000004 5.2150000000000007 -11.499999999999998 1.5000000000000002 4.0250000000000012 4.0850000000000009 5.5000000000000009 4.995000000000001 5.4450000000000012 1.5000000000000002 0.65465367965367982 0.61138079827400227 0.61569230769230787 3.5000000000000004 7.0550000000000006 5.955000000000001 0.80104166666666676 0.80810147299509005 5.2650000000000006 decision_type=10 10 10 10 8 10 2 10 10 10 2 8 10 8 10 10 10 10 10 10 10 2 2 2 10 10 10 2 2 10 left_child=1 10 3 -3 7 9 -5 -2 -9 -6 -1 12 13 -10 15 -13 -17 18 -7 27 22 -22 25 -24 -23 -21 -19 -20 -29 -30 right_child=4 2 -4 6 5 17 -8 8 11 -11 -12 14 -14 -15 -16 16 -18 26 19 20 21 24 23 -25 -26 -27 -28 28 29 -31 leaf_value=0.0023128026757977343 -0.0021012374244132334 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11.48144174803747 212.54937085870188 59.591316769132391 42.71395422500791 36.798151437600609 7.2419950916664702 14.324846708157564 12.713312782463616 30.086575050314423 14.689895596238783 0.95445565145928668 8.762961347994862 9.8560933238477428 leaf_count=24183 8549 4420 20967 956 4572 32823 371 982 30221 46646 20273 41538 80620 75 168756 1937 169008 1257 34709 9111 6276 3173 59 2379 3319 15472 288 44 1018 510 internal_value=0 0.00102147 -6.09377e-05 -0.0033016 -0.000142345 -0.00103018 -0.00957051 8.13943e-05 0.00017233 0.000476678 0.00377673 0.00012112 -0.000935337 -0.0028438 0.000294097 0.00060376 0.000985626 -0.00288217 -0.00308723 -0.00458297 -0.00224058 0.000993313 -0.00492158 0.00398395 0.00675674 -0.00706329 0.00438945 -0.00663623 0.00153429 -0.000513326 internal_weight=0 1456.19 1045.48 180.23 10567.2 2126.98 56.7918 8440.19 8102.61 1172.77 410.716 8027.72 1129.47 323.664 6898.25 4796.49 3309.04 954.211 928.04 435.593 203.47 92.2254 111.245 21.5668 49.5115 89.6779 26.1713 232.123 19.5735 18.6191 internal_count=734512 71170 26714 5747 663342 161656 1327 501686 493137 51218 44456 492155 110916 30296 381239 212483 170945 110438 108893 76070 39789 12768 27021 2438 6492 24583 1545 36281 1572 1528 is_linear=0 shrinkage=0.01 Tree=684 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 11 1 4 2 6 1 4 1 1 11 6 2 1 1 6 4 2 11 6 1 6 6 11 6 6 split_gain=350.089 292.228 35.8841 24.921 25.7836 21.4138 17.181 15.245 18.369 19.0948 20.9541 13.9244 13.7015 13.0577 13.0154 12.4392 19.1719 12.7112 36.5286 25.7668 14.9351 12.3966 12.0351 13.055 11.5571 30.15 38.4225 12.5222 11.2166 37.1662 threshold=0.99998801946640026 3.9827746149967433e-06 0.00014531796477960005 0.96394401788711548 -37.499999999999993 5.9630792748066607e-07 -348.49999999999994 19.500000000000004 0.72016949152542387 14.500000000000002 -253.49999999999997 42.000000000000007 -23.499999999999996 -64.499999999999986 0.6303343176841737 369.50000000000006 0.35737937559129612 -124.49999999999999 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internal_value=0 -0.000329111 5.12003e-05 0.000212387 2.09097e-05 -0.00695749 -0.00197942 0.000336976 -0.000990051 -0.000360344 -0.00178719 0.000511491 -0.000902251 0.000497819 0.00121717 0.00149376 -0.00446167 0.00165194 0.000786845 -0.0259847 0.000973255 0.00217993 -0.00115111 -0.000672169 0.000185564 -0.00173936 0.000389525 0.0162063 -0.000814404 0.0029312 internal_weight=0 11592.4 10963.4 10157.1 8836.67 629.039 806.256 6582.87 765.087 656.637 386.232 5817.78 2253.8 5813.24 1759.61 1320.47 34.165 1286.31 731.965 5.06141 726.904 99.0113 2045.43 1471.7 4053.63 289.618 201.774 14.2721 187.502 56.0504 internal_count=734512 643911 261284 142453 113125 382627 118831 75937 9300 8145 4634 66637 37188 66604 18859 29328 280 29048 17182 65 17117 1019 34853 13745 47745 3273 1674 96 1578 517 is_linear=0 shrinkage=0.01 Tree=685 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 10 11 11 10 1 10 1 2 10 3 1 0 1 1 10 11 10 10 11 1 3 10 40 3 2 split_gain=346.069 288.498 35.2845 33.1862 23.9555 21.69 21.4187 21.0917 20.5475 23.1897 26.0118 19.2161 23.3107 21.3444 22.124 23.2401 19.0439 18.5057 22.8614 28.8632 22.6211 33.2914 17.8779 16.8996 16.8323 17.3469 15.6424 13.8804 13.4714 13.2975 threshold=0.99998801946640026 3.9827746149967433e-06 0.0038593490608036002 -9.4999999999999982 2.4250000000000003 5.3250000000000011 5.9630792748066607e-07 0.9982588291168214 7.5550000000000006 -196.49999999999997 4.0250000000000012 -37.499999999999993 0.87596153846153857 2.5250000000000004 0.54186137071651097 -75.499999999999986 1.0000000180025095e-35 -22.499999999999996 -18.499999999999996 6.8150000000000004 0.00038402208883780005 5.5750000000000011 2.5650000000000004 8.7036307377275093e-05 -228.49999999999997 0.66536458333333337 3.6950000000000007 1.0000000180025095e-35 0.45416348357524833 0.77525510204081638 decision_type=2 2 2 8 10 10 2 2 8 10 10 8 2 10 2 10 2 10 10 10 2 8 10 2 10 2 8 2 2 2 left_child=1 6 3 5 -5 16 -1 11 9 10 -9 13 -13 14 15 -4 23 -7 19 -19 21 -20 -15 -3 29 -26 -25 -24 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2162.4 624.698 8446.5 541.025 423.506 212.381 7905.48 2220.45 5685.03 693.229 410.299 1617.65 544.755 9.24479 2.50061 6.74418 2.51052 4991.8 1197.42 107.897 3.28834 912.494 4938.2 420.23 104.609 internal_count=734512 643911 261284 176368 42094 134274 382627 84916 18972 10946 5797 65944 25095 40849 4922 2916 100744 33530 338 84 254 183 35927 84963 1231 49 35742 35505 15781 1182 is_linear=0 shrinkage=0.01 Tree=686 num_leaves=31 num_cat=0 split_feature=5 10 6 2 2 5 10 10 4 6 10 2 10 2 6 2 6 6 2 10 10 2 10 10 10 2 4 6 6 2 split_gain=16.7028 18.9673 18.4649 25.7028 33.3024 16.425 15.0143 14.3256 13.1866 14.8835 17.7449 15.3561 12.4587 13.2798 12.1619 14.4896 11.3856 12.8116 11.0884 17.3591 11.3473 10.9259 12.0579 20.307 11.5236 15.471 13.8964 11.5574 19.466 10.8945 threshold=2.5000000000000004 6.4750000000000005 23.500000000000004 0.31835016835016838 0.040202020202020204 1.5000000000000002 7.995000000000001 2.7750000000000004 20.500000000000004 24.500000000000004 3.7250000000000005 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split_feature=11 11 11 11 10 6 11 11 10 6 10 47 6 2 6 2 2 6 11 4 2 10 13 2 2 2 2 10 10 10 split_gain=342.008 284.533 34.6243 21.4266 19.2243 21.9227 20.1437 18.8627 20.2771 18.1746 15.1115 25.7246 18.4277 16.8251 16.0637 15.9212 17.2708 20.4382 15.4754 13.2261 11.3642 10.441 37.3326 30.8935 30.5616 17.7558 14.5299 37.0102 16.5461 31.3768 threshold=0.99998801946640026 3.9827746149967433e-06 0.017575767822563603 6.6738297732626972e-07 5.2250000000000005 1.5000000000000002 8.7036307377275093e-05 0.9982588291168214 7.5550000000000006 3.5000000000000004 3.8750000000000004 1.0000000180025095e-35 24.500000000000004 0.76024883359253514 158.50000000000003 0.35310102301790286 0.42598071444225294 209.50000000000003 0.99995487928390514 24.500000000000004 0.3322510822510823 5.9350000000000014 1.0000000180025095e-35 0.32173123486682814 0.69789381307591059 0.2965856481481482 0.33463541666666669 6.6750000000000007 6.6150000000000011 6.9050000000000011 decision_type=2 2 2 2 8 2 2 2 8 2 10 2 2 2 2 2 2 2 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3.0150000000000001 5.9630792748066607e-07 5.3550000000000013 3.9350000000000005 141.50000000000003 0.37943619431160336 5.0250000000000012 211.50000000000003 1.0000000180025095e-35 0.15018796992481201 0.73368794326241138 2.5250000000000004 2.6550000000000007 14.500000000000002 31.500000000000004 0.37943619431160336 0.3322510822510823 0.0017540019471198002 3.7550000000000003 2.5250000000000004 0.12135372415746247 4.5000000000000009 10.500000000000002 404.50000000000006 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 10 2 8 10 2 2 10 2 2 2 2 10 10 2 2 2 2 2 10 10 2 2 2 2 2 2 left_child=1 5 6 7 -5 -1 -3 11 -6 10 -10 12 13 23 17 -16 -17 -15 19 20 -19 -22 -21 24 -4 -26 -27 28 -9 -30 right_child=-2 2 3 4 8 -7 -8 27 9 -11 -12 -13 -14 14 15 16 -18 18 -20 22 21 -23 -24 -25 25 26 -28 -29 29 -31 leaf_value=-0.0084780783640739897 0.0088518474066750646 -0.0027748117849876793 -0.0036093657812115488 0.0048389204405442825 0.0013578526203457942 -0.004697919031639174 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36563 35007 24147 20651 3996 1942 16655 6573 1268 563 251 705 3496 1069 165 130 68620 66932 11371 is_linear=0 shrinkage=0.01 Tree=689 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 1 1 1 3 1 28 3 3 4 3 1 1 3 1 18 1 3 3 4 11 1 11 47 split_gain=334.185 277.284 33.5405 34.5926 21.4347 18.2508 16.9701 16.0968 13.8662 15.1922 12.0228 11.8829 11.755 10.481 10.2257 9.48849 9.19427 9.14808 12.6372 8.97148 10.2574 16.2798 10.105 11.0106 33.1679 28.8059 9.70235 9.20807 16.964 28.7822 threshold=0.99998801946640026 3.9827746149967433e-06 0.017575767822563603 -39.499999999999993 5.9630792748066607e-07 0.9982588291168214 -26.499999999999996 -364.49999999999994 -124.49999999999999 -128.49999999999997 0.68783602150537648 -351.49999999999994 1.0000000180025095e-35 0.78297101449275375 0.76220238095238102 19.500000000000004 0.58214066653036201 -317.49999999999994 -314.49999999999994 0.50117370892018787 -32.499999999999993 1.0000000180025095e-35 -36.499999999999993 0.75103305785123975 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13.1487 10.6382 17.2143 14.5253 10.4946 10.0184 10.4266 20.5297 22.3258 9.94801 9.89532 threshold=0.99998801946640026 3.9827746149967433e-06 0.00014531796477960005 0.96394401788711548 8.615000000000002 5.9630792748066607e-07 5.995000000000001 87.500000000000014 0.34514106583072107 0.31287650602409645 3.3950000000000005 161.50000000000003 27.500000000000004 1.0000000180025095e-35 2.5000000000000004 6.0250000000000012 4.9084394049714326e-05 9.5000000000000018 7.5000000000000009 0.49441323345817728 3.5000000000000004 37.500000000000007 5.6350000000000007 6.2950000000000008 7.705000000000001 0.69081537019681361 309.50000000000006 5.1050000000000013 1.0000000180025095e-35 10.500000000000002 decision_type=2 2 2 2 8 2 10 2 2 2 10 2 10 2 8 10 2 8 10 2 10 2 10 10 10 2 2 10 2 2 left_child=1 5 6 10 20 -1 -3 28 9 -9 11 13 19 14 -4 16 -10 18 -12 -13 24 -22 -23 -7 25 -5 29 -28 -8 -27 right_child=-2 2 3 4 -6 23 7 8 15 -11 17 12 -14 -15 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 26 27 -29 -30 -31 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71.821797798853368 16.99392826994881 0.18278376618400216 5504.8793794123922 101.94797399546951 25.389175102114677 95.516841240227222 5.0212522689253083 9.303474970161913 35.478188189386856 35.123651528730989 143.3810378187336 5.3568726507946831 6.0185566022992134 75.316249710856937 73.529233735520393 leaf_count=277079 90601 105699 17517 14382 9225 89681 1741 94 39 18 2910 62 1453 8559 1108 2032 11 79818 1463 235 1676 28 44 15867 619 2421 43 29 9197 861 internal_value=0 -0.000314128 4.85632e-05 0.000202945 0.00144312 -0.00684784 -0.00191016 0.00194529 0.010623 0.0410797 1.84962e-05 -0.000602754 0.0025807 -0.000758888 -0.00136192 0.0065592 0.0673697 0.000341049 -0.00171034 0.00966758 0.000989978 -0.00197375 -0.0121963 -0.00464771 0.0012941 0.00111591 -0.000770947 -0.013866 0.00014927 -8.42022e-05 internal_weight=0 11550.7 10943.2 10143.7 1313.32 607.468 799.501 114.885 19.7002 2.31914 8830.41 3017.86 141.092 2876.77 1825.08 17.381 0.387104 5812.55 307.666 31.1752 1180.25 109.842 14.3247 256.113 1070.41 1035.29 228.286 11.3754 95.1845 216.91 internal_count=734512 643911 261284 142453 29328 382627 118831 13132 2194 112 113125 28934 1750 27184 18625 2082 50 84191 4373 297 20103 1748 72 105548 18355 17736 3354 72 10938 3282 is_linear=0 shrinkage=0.01 Tree=691 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 1 2 1 1 4 3 11 4 40 3 5 4 2 1 1 5 2 1 1 3 0 3 1 split_gain=326.53 270.195 32.5232 33.6244 21.4324 16.4502 16.2848 14.5167 13.7927 13.6895 14.6766 12.5843 11.7246 11.2537 11.0772 10.6545 10.3977 13.6443 14.4372 37.8458 10.3112 10.8347 9.87887 25.4436 15.464 13.5691 12.9182 12.352 14.1702 14.8514 threshold=0.99998801946640026 3.9827746149967433e-06 0.044676627963781308 -39.499999999999993 5.9630792748066607e-07 0.9982588291168214 -23.499999999999996 -8.4999999999999982 0.88478556841388711 -124.49999999999999 -128.49999999999997 42.000000000000007 0.68783602150537648 0.00050369312521065005 19.500000000000004 1.0000000180025095e-35 0.78297101449275375 6.5000000000000009 28.500000000000004 0.14226190476190473 -317.49999999999994 -314.49999999999994 4.5000000000000009 0.71068484464172488 -35.499999999999993 -64.499999999999986 0.32583417593528818 1.0000000180025095e-35 0.11180555555555556 -216.49999999999997 decision_type=2 2 2 8 2 2 10 8 2 10 10 8 2 2 10 2 2 8 10 2 10 10 10 2 8 8 2 2 2 10 left_child=1 4 3 11 -1 7 13 15 -9 10 12 14 -7 -5 -3 22 -6 20 -19 -20 -18 -22 27 24 26 -25 -24 -4 -29 -30 right_child=-2 2 5 6 16 9 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 17 18 19 -21 21 -23 23 25 -26 -27 -28 28 29 -31 leaf_value=-0.0084381966575411346 0.008817435150928081 -0.0016259527304644523 0.0010281189758513888 -0.0041044676724457671 -0.0056293613748581118 0.0020841976797673235 0.0013612317256320012 -0.00085714896033838755 0.0032217016735047168 0.004014185223975013 -0.024685006779827115 0.026658837179653089 -0.0025474724569817457 -0.0018080681513458227 8.7196208018711492e-05 -0.012670589801802102 -0.010035834218842956 -0.010052477711780493 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30 48 403 3085 545 3515 internal_value=0 -0.0003112 4.80853e-05 -0.000592673 -0.00682598 0.00051204 -0.00211173 0.000357458 -0.00057646 0.00218909 0.000788496 -0.000110913 0.000978641 -0.00253558 -0.00012439 0.000624994 -0.00462263 -0.000571326 0.0757617 0.147938 -0.0009236 0.00131679 0.000642738 -0.00220629 0.000229982 -0.0110189 0.00116007 0.000719618 -0.000192066 0.000794936 internal_weight=0 11543.5 10940.2 4594.63 603.342 6345.55 1106.3 5810.01 1293.75 535.536 303.007 3488.33 300.762 985.97 3486.57 4516.26 254.935 50.7411 0.233093 0.126606 50.508 40.5405 4510.24 118.509 92.8423 25.6666 88.2585 4391.73 1110.37 629.69 internal_count=734512 643911 261284 200260 382627 61024 64977 42052 14262 18972 11522 135283 11484 59712 135274 27790 105548 21408 77 46 21331 17362 27751 812 641 171 611 26939 7145 4060 is_linear=0 shrinkage=0.01 Tree=692 num_leaves=31 num_cat=0 split_feature=11 11 11 11 10 11 10 6 2 2 10 6 0 10 11 2 2 10 10 6 11 10 10 6 6 6 0 10 10 2 split_gain=322.764 266.713 32.13 22.4946 23.6506 21.4306 19.5864 17.3508 23.7387 20.9688 17.2485 14.7003 17.8377 13.261 20.6951 13.1306 15.1099 11.0209 10.2592 9.79709 9.6822 9.94018 19.5659 19.879 10.2566 9.80893 16.2707 11.3881 10.9331 11.8498 threshold=0.99998801946640026 3.9827746149967433e-06 0.00014531796477960005 0.96394401788711548 8.615000000000002 6.6738297732626972e-07 5.995000000000001 87.500000000000014 0.65419580419580436 0.68208556149732635 3.3950000000000005 161.50000000000003 1.0000000180025095e-35 6.0250000000000012 4.9084394049714326e-05 0.14226190476190473 0.14337101747173689 1.635 6.2950000000000008 1.0000000180025095e-35 0.1800593510270119 9.0500000000000025 6.0450000000000008 9.5000000000000018 23.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 6.0750000000000011 5.455000000000001 0.53365695792880274 decision_type=2 2 2 2 8 2 10 2 2 2 10 2 2 10 2 2 2 10 10 2 2 10 10 2 2 2 2 10 10 2 left_child=1 5 6 10 -5 -1 -3 19 13 -10 11 12 -4 14 -9 -13 -17 -18 -7 -8 25 22 24 -24 -22 26 27 28 -12 -30 right_child=-2 2 3 4 -6 18 7 8 9 -11 20 15 -14 -15 -16 16 17 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0083631331059164111 0.0088058137079963239 -0.0025291080339790023 -0.0013480691464509678 0.00097201594737361078 0.0054314192887585542 -0.0053393801986298733 -0.0061164278982082099 -0.010069276167801582 0.10220551390006469 0.025870261251082046 3.8856114576168508e-05 -0.0073552450654481207 0.00028723472494374575 0.0050683337632776698 0.13142576307355708 0.023915329927730964 0.0089655419073374522 0.0014666181827876412 0.00059252880578765583 0.0017983179949276867 0.0014321092581613315 0.0046490920585806851 -0.0040346684225569876 0.0010606013752995633 -0.00033087319796128552 0.00037813984140785034 -0.0023659729214069855 -0.0039000896480824243 0.0015940961335562994 0.010219917484265192 leaf_weight=356.76823006087216 402.10176388768014 682.13220706197899 1824.0001656538807 1178.2208758974448 132.28197596385144 208.60130832117284 19.73331950372085 0.20192141272128239 0.44319031061604564 1.9136887884233145 605.8954173643142 12.212533035315571 1051.5774379977956 17.110489759128541 0.21178561914712191 3.524087604135274 24.309584504924715 101.12392363417894 33.892941741971299 75.38698725530412 1612.4583889581263 66.037732698023319 162.67400256916881 144.66266246512532 414.90531281381845 2255.1632196179125 406.41987736942247 64.454203065484762 57.533302282914519 22.022182432934642 leaf_count=284791 90601 105699 18625 20103 9225 83245 1741 39 16 94 11939 148 8559 2034 11 20 248 1334 14591 9197 9361 333 877 720 2597 50581 5910 754 842 277 internal_value=0 -0.000308309 4.76201e-05 0.000199595 0.00142215 -0.00680406 -0.00188549 0.00193214 0.0104283 0.0402244 1.81291e-05 -0.000595382 -0.000750051 0.00642098 0.0623651 0.00255516 0.00349369 0.00291994 -0.00451029 0.000156353 0.000336563 0.000823099 0.000714879 -0.00163634 0.00107131 -5.82364e-06 -0.000754662 0.000118607 0.000496493 0.00398186 internal_weight=0 11535.9 10936.6 10139.5 1310.5 599.262 797.134 115.001 19.8811 2.35688 8828.97 3016.75 2875.58 17.5242 0.413707 141.17 128.958 125.434 242.494 95.1203 5812.23 2400.74 2334.7 307.337 2027.36 3411.49 1156.32 749.905 685.451 79.5555 internal_count=734512 643911 261284 142453 29328 382627 118831 13132 2194 110 113125 28934 27184 2084 50 1750 1602 1582 97836 10938 84191 13888 13555 1597 11958 70303 19722 13812 13058 1119 is_linear=0 shrinkage=0.01 Tree=693 num_leaves=31 num_cat=0 split_feature=4 4 4 1 4 1 1 3 3 3 0 22 2 1 3 1 1 3 4 2 2 3 1 4 3 1 3 2 1 1 split_gain=13.084 9.32392 13.6603 11.4122 17.4008 17.4792 16.102 22.2514 11.6288 50.4015 14.3242 8.68296 8.06603 7.88924 7.5188 7.01289 13.5694 32.7075 14.3475 16.4272 13.3691 11.3744 22.0644 14.6292 12.8191 10.8448 10.2094 12.6563 9.0621 9.26971 threshold=42.000000000000007 9.5000000000000018 6.5000000000000009 -64.499999999999986 21.500000000000004 -41.499999999999993 -65.499999999999986 0.8622844827586208 0.69081537019681361 0.66536458333333337 1.0000000180025095e-35 1.0000000180025095e-35 0.088365434669442952 -5.4999999999999991 0.77296157450796643 -122.49999999999999 -129.49999999999997 0.7224249797242499 23.500000000000004 0.98728813559322048 0.17677696078431374 0.8185736677115989 -110.49999999999999 19.500000000000004 0.8238526179702651 -101.49999999999999 0.51623445076955521 0.50151515151515158 -247.49999999999997 -317.49999999999994 decision_type=10 10 10 10 10 10 10 2 2 2 2 2 2 8 2 10 10 2 10 2 2 2 10 10 2 10 2 2 8 10 left_child=1 2 -1 6 -5 -6 11 8 9 -8 -11 15 -9 -4 -7 16 18 -18 20 26 -3 23 24 25 -23 -17 27 -20 29 -29 right_child=-2 3 13 4 5 14 7 12 -10 10 -12 -13 -14 -15 -16 21 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.00011214150593023512 0.014301373145715699 -0.0013673870418361147 -0.0035258675819334491 -0.0018801316302300816 0.0013868465178734038 -0.00051520413492047942 -0.003639742895878192 -0.0021656747837293382 -0.0058743671953600763 0.010336038414930594 -0.011184244169189046 -0.012823681660567042 0.0057230401107546923 0.0024129939612024471 0.0015593924922664487 0.0052914451634298214 -0.008664781081568422 0.0040503545198483041 0.00077803870108268973 0.0024092848854564406 0.0023150848027423676 0.028758738979117085 0.0012105313879514634 0.00021796973365254568 0.0080340591740697982 -0.0049604413719124777 -0.0010131609555459507 -0.0016550127544897088 -0.001365016227924338 0.001811905549767972 leaf_weight=330.03460694168461 6.3925260348478323 131.92916905612219 233.77010698826052 270.94966939720325 1817.6690457508666 1015.1581570918788 236.03222683002241 18.158881197974551 99.227815807738807 36.514472340350039 3.3791899217758319 5.3107169253053135 45.282705876161344 24.734827670559753 211.00662781321444 11.714436936832497 56.835635073133744 31.4110471670283 1025.8282542674569 202.81650722236373 390.10090116166975 3.5377470031962757 586.17710903170519 1892.3291787364869 19.087014196556993 86.585136382549535 2028.1855599670671 118.66959163319552 767.82108590163989 220.27904505835613 leaf_count=37308 307 13607 26614 25675 77248 44767 6756 367 11007 1023 98 282 2984 2559 11604 1018 5934 3399 59953 11956 35637 34 24132 86867 712 7332 152553 8454 58885 15440 internal_value=0 -8.98627e-06 -0.00123619 5.47499e-05 0.000548282 0.000764449 -0.000149305 -0.00201221 -0.00293846 -0.00188266 0.00851316 -4.14933e-05 0.00346505 -0.00295761 -0.000158194 -3.25299e-05 -0.000252517 -0.00413888 -0.00018232 -0.000369755 0.00138444 0.000388404 0.00158454 2.2584e-05 0.0112747 -0.00373872 -0.000505219 -2.21462e-05 -0.000763811 0.0005981 internal_weight=0 11920.5 588.54 11332 3314.78 3043.83 8017.21 438.595 375.154 275.926 39.8937 7578.62 63.4416 258.505 1226.16 7573.31 4973.88 88.2467 4885.63 4363.6 522.03 2599.43 608.802 1990.63 22.6248 98.2996 4160.78 2132.6 1106.77 338.949 internal_count=734512 734205 66481 667724 159294 133619 508430 22235 18884 7877 1121 486195 3351 29173 56371 485913 365818 9333 356485 307241 49244 120095 24878 95217 746 8350 295285 142732 82779 23894 is_linear=0 shrinkage=0.01 Tree=694 num_leaves=31 num_cat=0 split_feature=11 11 11 11 10 11 10 10 4 4 3 10 3 10 11 2 11 11 13 3 11 10 10 4 4 2 10 10 11 3 split_gain=319.031 263.121 31.5043 22.2432 23.3375 21.432 20.9593 16.6002 12.7341 18.5406 10.3048 12.676 12.0097 24.0486 29.3752 14.7089 28.1662 10.9884 10.0725 10.0502 9.7076 12.3867 15.3941 9.18761 9.17553 9.43252 8.71141 13.8859 11.4413 8.50119 threshold=0.99998801946640026 3.9827746149967433e-06 0.00013046689127800003 0.96394401788711548 8.615000000000002 5.9630792748066607e-07 5.8950000000000005 3.3950000000000005 9.5000000000000018 7.5000000000000009 0.78297101449275375 3.2350000000000008 0.8577380952380953 3.0750000000000006 2.1693240341846835e-06 0.15815528921313182 1.5280614888979473e-06 1.0582796221569881e-06 1.0000000180025095e-35 0.091229193341869366 0.1800593510270119 9.0500000000000025 6.1150000000000011 200.00000000000003 29.500000000000004 0.96811483739837412 5.4750000000000005 5.5150000000000006 0.023589946329593603 0.69081537019681361 decision_type=2 2 2 2 8 2 10 10 8 10 2 8 2 10 2 2 2 2 2 2 2 10 10 10 10 2 10 10 2 2 left_child=1 5 6 7 29 -1 -3 23 9 -9 -7 12 13 15 17 16 -12 -15 20 -8 26 22 -22 -4 25 -24 -10 28 -28 -5 right_child=-2 2 3 4 -6 10 19 8 18 -11 11 -13 -14 14 -16 -17 -18 -19 -20 -21 21 -23 24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0084107687807086339 0.0087941050674531958 -0.0026230703787978094 -0.00060588816361027112 0.0014147924039770877 0.0054044681976445717 -0.0055813181482078644 -0.0053332088427100076 7.1343438194999828e-05 -0.00025310706658922949 -0.005141226999625729 0.24861392043139419 -0.0018094619333960233 0.0047819429911081972 0.17587572271594773 0.33664250938430729 0.0041078949216019102 -0.010047888689721944 -0.010031688159226497 0.0072528194295768946 0.0031264723570212411 0.0010923938853744319 0.0057128939847075969 0.001207874259836541 0.01502614760806063 -0.0035382921441236598 -0.0081518720477447675 0.0021102394723103053 0.00062413397253489812 0.012380957744029067 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0.00043654 0.00195952 0.000409789 0.000911455 0.00079769 -0.000586454 -0.0015604 0.000324716 5.81194e-05 0.000923396 0.00634567 0.000964366 internal_weight=0 11527.3 10932.2 10169.7 1309.09 595.059 762.559 8860.57 5832.51 308.382 252.543 50.533 3.08562 1.06528 0.189228 0.876055 0.169735 0.131537 5524.13 118.094 5502.53 2267.66 2215.17 3028.06 246.088 125.999 3234.87 855.737 44.7589 1177.48 internal_count=734512 643911 261284 145011 29328 382627 116273 115683 86191 4491 105548 21408 688 297 66 231 46 47 81700 13926 81438 13196 12932 29492 1284 646 68242 12760 932 20103 is_linear=0 shrinkage=0.01 Tree=695 num_leaves=31 num_cat=0 split_feature=5 2 1 1 1 4 6 2 1 1 1 3 2 2 6 28 1 1 3 4 4 1 1 2 5 0 2 2 6 3 split_gain=15.83 23.6052 26.0987 13.2761 17.2792 12.1178 11.0241 29.981 18.7947 19.2465 9.75978 38.1587 20.4358 18.198 17.0882 9.32081 9.03317 8.66626 8.59274 8.39718 14.5359 10.0225 20.3466 16.5526 13.8235 13.6699 11.2636 23.8557 41.8932 13.6069 threshold=3.5000000000000004 0.2573593073593074 -19.499999999999996 -351.49999999999994 -356.49999999999994 42.000000000000007 215.50000000000003 0.20701970443349751 -35.499999999999993 -36.499999999999993 -62.499999999999993 0.21483516483516482 0.69789381307591059 0.69261053906723202 1.5000000000000002 1.0000000180025095e-35 -358.49999999999994 -60.499999999999993 0.86696165191740426 9.5000000000000018 6.5000000000000009 -41.499999999999993 -49.499999999999993 0.93063352044907788 1.5000000000000002 1.0000000180025095e-35 0.51739261947973392 0.49184758529020828 3.5000000000000004 0.48492424242424242 decision_type=8 2 10 8 10 10 2 2 10 10 10 2 2 2 2 2 10 10 2 10 10 8 10 2 10 2 2 2 2 2 left_child=5 3 10 4 16 19 8 -8 9 18 12 14 13 -3 -12 -16 -2 -13 -5 20 -1 22 -21 26 -24 -26 27 -23 -29 -30 right_child=1 2 -4 6 -6 -7 7 -9 -10 -11 11 17 -14 -15 15 -17 -18 -19 -20 21 -22 23 24 -25 25 -27 -28 28 29 -31 leaf_value=0.00033985429288555186 0.0019029963869593772 -0.0025985656037235761 0.030542698297581796 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83627 49672 33955 1276 650885 32679 1881 30798 30350 49569 7594 41975 36446 1031 941 1076 6563 30198 650613 55232 595381 361178 234203 28226 7589 220995 165751 30891 5429 is_linear=0 shrinkage=0.01 Tree=696 num_leaves=31 num_cat=0 split_feature=11 11 1 10 11 11 10 5 11 11 4 3 13 3 5 3 1 1 0 3 5 5 4 10 0 3 3 11 1 1 split_gain=315.34 259.594 31.2764 49.0907 34.4606 28.7667 31.2243 24.3861 21.4323 20.708 19.3176 21.1666 16.7438 16.0002 13.9032 13.7651 18.0087 20.933 18.7948 18.6589 16.0557 16.053 14.4251 14.4188 13.6521 18.9176 37.0614 13.4941 14.9528 14.7087 threshold=0.99998801946640026 3.9827746149967433e-06 -8.4999999999999982 2.4250000000000003 0.007890905253589103 0.99188911914825451 3.9350000000000005 3.5000000000000004 5.9630792748066607e-07 0.98303884267807018 19.500000000000004 0.27320574162679429 1.0000000180025095e-35 0.50117370892018787 1.5000000000000002 0.86984754376058737 -64.499999999999986 -39.499999999999993 1.0000000180025095e-35 0.26365441906653431 3.5000000000000004 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26.9392 24.8406 22.0515 19.2945 18.3795 25.5704 16.9724 53.629 17.1897 15.7751 16.9848 15.5578 15.0079 14.6133 19.9981 18.6864 17.6137 22.8017 14.4329 14.2879 14.1934 threshold=3.5000000000000004 0.2573593073593074 -19.499999999999996 5.7250000000000005 5.3450000000000006 -36.499999999999993 7.5550000000000006 -287.49999999999994 -289.49999999999994 -89.499999999999986 7.995000000000001 -191.49999999999997 187.50000000000003 -371.49999999999994 7.6350000000000007 -341.49999999999994 3.9950000000000006 -356.49999999999994 8.615000000000002 1.5000000000000002 9.1600000000000019 2.5000000000000004 4.9450000000000012 4.8650000000000011 2.5000000000000004 0.61138079827400227 0.61569230769230787 4.8050000000000006 1.0000000180025095e-35 -35.499999999999993 decision_type=8 2 10 8 10 10 8 10 10 10 8 10 2 10 8 10 10 8 10 2 10 2 10 10 10 2 2 10 2 10 left_child=6 3 -3 4 29 -6 15 8 12 10 -9 18 13 -8 -15 16 -1 -18 21 -20 -5 -12 23 27 25 -24 -27 -19 -17 -2 right_child=1 2 -4 20 5 -7 7 9 -10 -11 11 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214.905 422.066 412.043 108.233 9407.15 2284.88 982.24 101.12 7.41291 147.794 93.7068 879.424 421.309 458.116 417.06 85.0343 338.67 7122.27 130.696 internal_count=734512 83627 49672 33955 12257 4159 650885 118658 39860 78798 29715 29322 39801 39615 2071 532227 154874 95485 12419 226 21698 12193 87629 26757 60872 56080 9267 21366 377353 8098 is_linear=0 shrinkage=0.01 Tree=698 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 4 3 5 4 2 5 5 3 5 11 4 11 24 11 3 2 3 4 3 5 18 2 5 2 3 split_gain=311.434 255.878 30.4595 21.5302 21.4474 10.9566 10.2467 12.311 11.1742 22.5698 9.84511 8.9061 8.8577 8.64296 8.33218 7.54869 7.50439 7.40296 7.26675 7.05464 6.90073 6.86811 9.96294 9.00647 6.69507 54.6244 6.49456 8.35663 8.42293 7.76725 threshold=0.99998801946640026 3.9827746149967433e-06 0.00013046689127800003 0.96394401788711548 5.9630792748066607e-07 42.000000000000007 0.78297101449275375 6.5000000000000009 28.500000000000004 0.14226190476190473 3.5000000000000004 2.5000000000000004 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num_cat=0 split_feature=7 1 6 1 2 1 1 1 1 1 2 6 1 1 2 6 2 2 1 6 2 2 6 2 1 6 2 1 2 2 split_gain=11.509 8.15162 16.8915 19.0452 12.9864 13.8188 12.859 25.301 12.6935 11.8359 13.0354 11.7274 11.0423 10.9415 10.8026 10.7508 16.633 18.6322 20.6934 13.3245 15.116 23.7888 31.8599 16.2608 17.3763 11.7645 14.9467 10.9158 10.7152 14.9727 threshold=1.0000000180025095e-35 -122.49999999999999 1.5000000000000002 -126.49999999999999 0.49882629107981225 -306.49999999999994 -251.49999999999997 -276.49999999999994 -216.49999999999997 -100.49999999999999 0.24156877605153468 643.50000000000011 -124.49999999999999 -341.49999999999994 0.37546992481203006 1.0000000180025095e-35 0.51408730158730165 0.51042118975249684 -64.499999999999986 33.500000000000007 0.40553289138194804 0.3686367558239862 51.500000000000007 0.38784306826178755 -22.499999999999996 77.500000000000014 0.15434243176178658 -15.499999999999998 0.51739261947973392 0.62532051282051293 decision_type=10 10 2 10 2 8 10 10 10 10 2 2 10 10 2 2 2 2 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0.00491765 -0.000147877 -0.00173362 0.000623687 0.00118564 0.000398439 internal_weight=0 11883 5216.23 2579.67 2542.76 1489.65 1053.11 892.682 160.432 6666.77 195.898 117.089 36.9133 227.003 116.584 6470.87 4065.56 3055.21 6.39831 3048.81 1079.25 867.526 111.392 10.441 3.79527 756.134 289.023 139.32 818.275 555.428 internal_count=734512 734266 397932 149889 145945 79265 66680 58054 8626 336334 12178 9468 3944 7177 9408 324156 241832 182011 416 181595 103016 84769 8262 897 448 76507 33277 13865 56118 34555 is_linear=0 shrinkage=0.01 Tree=700 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 6 1 2 6 0 11 2 47 6 6 1 1 2 1 11 2 1 1 1 2 6 2 6 2 split_gain=307.888 252.397 30.5383 28.2883 27.97 21.4442 17.9199 17.8765 16.5966 13.9679 16.3984 13.1522 11.593 10.4874 18.462 10.9534 20.1678 14.9221 9.37982 12.6252 11.9494 11.454 10.8703 14.4786 9.13645 8.97428 8.70568 10.4932 9.96355 18.191 threshold=0.99998801946640026 3.9827746149967433e-06 -8.4999999999999982 0.0038593490608036002 0.99188911914825451 6.6738297732626972e-07 313.50000000000006 -37.499999999999993 0.88478556841388711 193.50000000000003 1.0000000180025095e-35 0.0017540019471198002 0.52217305801376612 1.0000000180025095e-35 15.500000000000002 1.0000000180025095e-35 -297.49999999999994 -89.499999999999986 0.83402203856749324 -87.499999999999986 0.023589946329593603 0.78596059113300509 -60.499999999999993 -75.499999999999986 -380.49999999999994 0.51408730158730165 14.500000000000002 0.15434243176178658 17.500000000000004 0.33463541666666669 decision_type=2 2 8 2 2 2 2 8 2 2 2 2 2 2 2 2 10 10 2 8 2 2 10 10 8 2 2 2 2 2 left_child=1 5 4 -4 11 -1 -6 -8 9 10 -5 26 -12 14 -13 16 -15 -17 20 -20 25 -22 23 -21 -2 -19 -3 -28 29 -29 right_child=24 2 3 8 6 -7 7 -9 -10 -11 12 13 -14 15 -16 17 -18 18 19 22 21 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.0083045301949933748 -0.084074643871999463 -0.0011711923060361677 -0.0036745764045392182 -0.0016770838449439746 0.0029431898132573331 -0.0044008105622767805 -0.01096152399904324 0.008562638063318152 0.0030769108576587439 0.0032249598055904228 0.001019317104184767 0.0024024634157757034 -0.0047245621704503958 0.0027531632519805565 -0.00095692680725174145 -0.00045779152003707713 -0.00063690853925609913 0.00050545601226671482 0.018927812050207857 0.0024438476269311761 0.0014643364848177381 0.0077219082092774153 0.0010059732531675887 -0.0068055288183834816 0.0087833472301040404 -0.0026251234553753898 0.0029391205523280652 0.01501428155543103 -0.00070315145612804793 -0.0011198260577556529 leaf_weight=344.66690232657129 0.10598822543397546 1071.3528125151061 340.91218263679184 1086.8069896162488 502.524696118664 237.81102432310581 17.925039812922478 6.3512619026005295 119.10899984184653 82.346229995368049 434.20388310938142 568.92207700759172 38.232665191404521 192.25509944558144 229.61522320844233 1039.4713308559731 2011.8241433817893 601.99803887680173 3.009952899068594 23.49022476375103 1669.9596413765103 29.77291077747941 75.617126315832138 60.543685987591743 388.07938736630604 107.9966290909797 122.84113906079438 11.645352413877847 450.37939741963055 17.474344747141004 leaf_count=284791 8 67552 42017 18197 12582 97836 151 68 2145 1316 7715 4107 599 1430 2193 9039 13922 6957 18 162 9676 180 526 406 90593 1761 8701 870 47432 1562 internal_value=0 -0.000296959 4.52622e-05 -0.00103795 0.000303515 -0.00671074 0.00253781 -0.00585354 -0.000527436 -0.000788957 -0.00100094 0.000161501 0.000554485 0.000361884 0.00143649 0.000214339 -0.000341203 0.000553349 0.000961939 -0.00136225 0.00111883 0.00157395 -0.00174478 -0.00422003 0.00875799 2.92665e-05 -0.000630415 0.000331438 -0.000336615 0.00533242 internal_weight=0 11499.1 10916.6 2101.61 8814.97 582.478 526.801 24.2763 1760.7 1641.59 1559.24 8288.17 472.437 6614.48 798.537 5815.94 2204.08 3611.86 2572.39 162.661 2409.73 1699.73 159.651 84.0339 388.185 709.995 1673.69 602.34 479.499 29.1197 internal_count=734512 643911 261284 71989 189295 382627 12801 219 29972 27827 26511 176494 8314 50377 6300 44077 15352 28725 19686 1112 18574 9856 1094 568 90601 8718 126117 58565 49864 2432 is_linear=0 shrinkage=0.01 Tree=701 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 10 10 0 18 10 13 11 47 10 10 47 10 10 10 10 38 11 11 10 47 10 0 11 2 split_gain=304.325 249.108 29.4963 21.4389 20.8774 22.778 20.6808 16.094 13.0591 11.9422 10.4943 10.1433 9.03704 10.7279 9.58169 18.0434 8.15199 16.9033 12.9748 10.2581 29.2437 10.8171 10.1716 8.13799 8.24907 8.07566 15.1782 9.72418 7.99689 7.93296 threshold=0.99998801946640026 3.9827746149967433e-06 0.00013046689127800003 5.9630792748066607e-07 0.96394401788711548 8.615000000000002 5.8950000000000005 3.3950000000000005 1.0000000180025095e-35 1.0000000180025095e-35 6.2950000000000008 1.0000000180025095e-35 0.1800593510270119 1.0000000180025095e-35 9.0500000000000025 6.0450000000000008 1.0000000180025095e-35 6.1150000000000011 3.2350000000000008 6.4350000000000014 5.8550000000000013 1.0000000180025095e-35 0.99188911914825451 0.99999946355819713 4.1750000000000007 1.0000000180025095e-35 2.3750000000000004 1.0000000180025095e-35 0.0021208993857726004 0.23271742593182543 decision_type=2 2 2 2 2 8 10 10 2 2 10 2 2 2 10 10 2 10 10 10 10 2 2 2 10 2 10 2 2 2 left_child=1 3 6 -1 7 16 25 8 -4 -8 -5 12 13 28 15 -14 18 22 -6 20 21 -20 -18 24 -2 26 -3 -27 -9 -19 right_child=23 2 4 10 5 -7 9 11 -10 -11 -12 -13 14 -15 -16 -17 17 29 19 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.0083538474122849399 0.008350170651981936 0.0032264145997118886 -0.0010626164402385476 -0.0052942878876717408 0.0024964705934975924 0.0053405060222746969 0.0011747745514579129 -0.0032163764071080716 0.0003136737701605234 0.014396746711902091 0.00063654110337036209 0.0070733651817119223 0.0010039066680490789 0.00023569417315122458 0.0045316120569610556 -0.0015980328355090206 0.0010328398407134318 -0.0044071048572884445 -0.001395678480644313 0.0035792834790198116 -0.017413155196404611 0.0079080298574917083 0.0042024911603144215 0.0095024734290674422 0.0017565127213910131 -0.0026530450117530379 -0.0053851149263516966 0.00081397641830873845 -0.00058376946907460993 0.00038630042306519389 leaf_weight=330.89821084035793 52.138692549429834 23.381320375483483 1961.8653975622728 213.00722332380246 150.0697258466389 129.98096524248831 110.49712278379593 150.1253197689075 1062.9869023533538 7.2812349759042254 34.694333239807747 22.156089287716895 2014.857548291795 2768.7926183319651 65.72345083206892 307.14410189539194 173.58651807159185 42.424406203441322 310.64427859708667 43.690318114124238 11.262532904744146 13.020556917414067 242.93339216616005 302.88086662662681 29.828570775687695 346.64534112589899 164.22218091785908 105.52545704564545 498.61792449397035 185.44930370012298 leaf_count=277079 11068 1048 20742 89681 5447 9225 13402 13229 8750 524 15867 272 11914 46620 333 1596 1782 633 2518 674 69 210 5080 76507 3026 57037 34737 9525 12227 3690 internal_value=0 -0.000294198 4.48218e-05 -0.00668841 0.000186817 0.00136859 -0.00185869 1.28583e-05 -0.000578964 0.00199218 -0.00446359 0.000320057 0.000294282 -3.55078e-05 0.000766309 0.000659734 0.000928494 0.00168357 8.16338e-06 -0.000978107 -0.00157261 -0.0010214 0.00288152 0.00874599 0.00595068 -0.00256761 -0.00431185 -0.00184393 -0.00119298 -0.000506112 internal_weight=0 11491.5 10912.9 578.6 10155.3 1303.06 757.553 8852.27 3024.85 117.778 247.702 5827.42 5805.26 3417.54 2387.73 2322 1173.08 644.394 528.687 378.618 334.927 323.665 416.52 384.848 81.9673 639.774 187.604 452.171 648.743 227.874 internal_count=734512 643911 261284 382627 145011 29328 116273 115683 29492 13926 105548 86191 85919 72076 13843 13510 20103 11185 8918 3471 2797 2728 6862 90601 14094 102347 35785 66562 25456 4323 is_linear=0 shrinkage=0.01 Tree=702 num_leaves=31 num_cat=0 split_feature=11 11 1 10 10 11 11 11 11 6 11 10 1 1 5 6 1 0 6 1 6 10 10 10 10 11 5 5 10 3 split_gain=300.804 245.857 29.697 47.199 27.5497 29.0244 26.817 21.4277 21.3723 20.8197 17.1379 19.5047 41.812 62.1224 32.4714 18.0592 17.0829 16.9779 26.11 23.6528 15.3633 21.9608 14.695 15.2701 19.1458 17.6143 14.5931 14.5299 14.4307 14.3301 threshold=0.99998801946640026 3.9827746149967433e-06 -8.4999999999999982 3.9350000000000005 3.9350000000000005 0.99641901254653942 0.98303884267807018 5.9630792748066607e-07 0.007890905253589103 416.50000000000006 0.76014459133148204 6.1150000000000011 -58.499999999999993 -53.499999999999993 2.5000000000000004 45.500000000000007 -49.499999999999993 1.0000000180025095e-35 1.0000000180025095e-35 -88.499999999999986 1931.5000000000002 5.3650000000000011 5.7950000000000008 4.9450000000000012 4.6750000000000007 0.99991196393966686 4.5000000000000009 1.5000000000000002 9.2600000000000016 0.86984754376058737 decision_type=2 2 8 10 10 2 2 2 2 2 2 10 10 10 10 2 10 2 2 10 2 10 10 10 10 2 10 10 10 2 left_child=1 7 4 6 5 29 -4 -1 20 10 17 -12 14 -14 -13 -16 -15 26 28 -20 -5 -22 23 24 -10 -25 -6 -27 -19 -3 right_child=-2 2 3 8 9 -7 -8 -9 22 -11 11 12 13 16 15 -17 -18 18 19 -21 21 -23 -24 25 -26 27 -28 -29 -30 -31 leaf_value=-0.0083398157769033684 0.0087339731560927367 -0.00087081763332667753 -0.00048409634410496316 -0.0059337670737011263 0.00092071590211847791 0.0046543207237262595 0.0034124315797126707 -0.0044386879135747646 -0.0032032676252314925 -0.0038313847202709472 0.0027365364180852786 0.0043712379558080447 -0.017373792139481505 0.0083346433667215482 -0.0011100876668787992 -0.015197916664733841 -0.0033902266259853214 -0.0024442105361399255 -0.0022238337220196482 0.0029181089212852764 -0.010051748341486241 0.18474085013981892 0.0022386110590113494 -0.0042919459538166213 0.0018090123700252633 -0.04767624906549249 -0.0032201508515747536 -0.0083247689673260992 0.018328237675046745 0.0013669773812373307 leaf_weight=328.1541561781778 381.54144647321664 2708.3745429848786 1095.0420360513963 193.51765484537464 3392.8442355515435 107.45046178298071 210.59363335883245 246.60676701535704 191.64007213246077 98.978171426104382 813.02483398653567 189.66128125879914 31.129767149686813 17.538987513631582 110.23851478425786 9.917982913553713 42.629265528172255 479.74382786406204 135.92017525224946 261.71579681523144 0.13269090454559673 0.10265002795495093 71.522864339407533 206.14035428967327 126.52113372366875 1.7070073969662183 87.296695947414264 2.0835911519825459 3.3678250266239038 319.96782573848031 leaf_count=277079 90601 48233 14259 36682 97224 4449 11075 105548 2670 3695 7814 3234 147 316 1603 47 476 8005 3416 4423 30 15 817 4553 1828 27 1894 33 65 4254 internal_value=0 -0.00029147 4.43903e-05 -0.00102453 0.000299068 -0.000453156 0.000144397 -0.006666 -0.00294821 0.000714791 0.000795504 0.00184627 4.17927e-05 -0.00590576 0.00179443 -0.00227293 2.75616e-05 0.000502953 -0.000737348 0.00116049 -0.00583557 0.0749121 -0.00201522 -0.00259134 -0.00121007 -0.00468474 0.000816845 -0.0260458 -0.0022994 -0.000634377 internal_weight=0 11483.6 10908.8 2099 8809.8 3135.79 1305.64 574.761 793.368 5674.01 5575.03 1214.14 401.116 91.298 309.818 120.156 60.1683 4360.89 880.748 397.636 193.753 0.235341 599.615 528.092 318.161 209.931 3480.14 3.7906 483.112 3028.34 internal_count=734512 643911 261284 71989 189295 56936 25334 382627 46655 132359 128664 13637 5823 939 4884 1650 792 115027 15909 7839 36727 45 9928 9111 4498 4613 99118 60 8070 52487 is_linear=0 shrinkage=0.01 Tree=703 num_leaves=31 num_cat=0 split_feature=11 11 11 11 10 11 10 10 6 2 2 6 0 5 2 2 10 10 6 3 3 10 10 47 11 10 11 10 10 10 split_gain=297.318 242.642 28.7503 21.4153 20.3189 20.146 22.3848 15.4927 14.9786 22.0907 15.6183 14.0285 17.5278 17.5304 12.9218 14.8979 10.5222 10.4254 10.3172 12.5644 42.8754 90.9176 111.332 18.7607 28.255 12.4708 11.6968 10.3329 20.4473 25.5195 threshold=0.99998801946640026 3.9827746149967433e-06 0.00013046689127800003 5.9630792748066607e-07 5.8950000000000005 0.96394401788711548 8.615000000000002 3.3950000000000005 87.500000000000014 0.65419580419580436 0.68208556149732635 161.50000000000003 1.0000000180025095e-35 2.5000000000000004 0.14226190476190473 0.14337101747173689 1.635 6.2950000000000008 340.50000000000006 0.74478940512375169 0.77836257309941537 5.3550000000000013 5.5050000000000008 1.0000000180025095e-35 2.1021593965997457e-05 1.0350000000000004 0.00010596349238765002 4.6850000000000014 3.8450000000000002 4.0850000000000009 decision_type=2 2 2 2 10 2 8 10 2 2 2 2 2 8 2 2 10 10 2 2 2 10 10 2 2 8 2 10 8 8 left_child=1 3 4 -1 18 7 -7 11 -6 -10 -11 12 13 -4 -13 -16 -17 -5 -3 25 21 23 -23 24 -21 -20 -22 28 -27 -30 right_child=-2 2 5 17 8 6 -8 -9 9 10 -12 14 -14 -15 15 16 -18 -19 19 20 26 22 -24 -25 -26 27 -28 -29 29 -31 leaf_value=-0.0083256924888373326 0.0087218025678511574 -0.0027599959080822295 -0.0011127678580927034 -0.0052478975601967697 0.00033665681452323901 0.00091109760163585781 0.0053002916190430915 0.00031481849741692213 0.0058940741835227951 0.086896006968567252 0.024909126627386417 -0.0073300845058274283 0.00030869458419995966 -0.0061599103102886448 0.023699350481542449 0.0087457127518456666 0.0014437202160210009 0.00067704575009114244 0.1331428734850082 0.27202003041274053 -0.0016584299439815662 0.43644887332074339 -0.010044903863030457 0.0044985759122565293 -0.010049081566860154 -0.0070379838549402933 0.068517212039968925 -0.0086847994386275006 0.086562907512252887 0.012198367241090184 leaf_weight=325.4373379542958 378.26952395332046 619.669393096352 1756.5844865981489 210.95866684388602 97.355196694727056 1169.9708133195527 129.00587632809766 5825.7622675159946 18.105102172936316 0.51252357149496619 1.9644479318521915 12.207435479387639 1053.9585563950241 71.623859240673482 3.5282013285905114 24.502355867996812 101.41178341116756 34.563403258682229 0.069795207586140218 0.070903060492127024 3.567611916107126 0.13435783400200307 0.095568264252506196 0.68710290093440562 0.071148553164675832 3.2758128244895488 0.25445677572861303 7.3884500151034445 0.6210167161189023 1.7961631864309309 leaf_count=277079 90601 97815 17897 89681 11547 20103 9225 86191 2257 20 102 149 8662 1140 20 253 1371 15867 6 23 791 24 27 152 17 482 40 2411 134 425 internal_value=0 -0.000288781 4.39624e-05 -0.00664352 -0.00183782 0.000184076 0.001347 1.33766e-05 0.00197526 0.00972602 0.0377352 -0.000567389 -0.000718389 -0.0013105 0.00250502 0.00343255 0.00286466 -0.00441381 -0.00254302 0.00491333 0.0186148 0.0749173 0.250865 0.0261267 0.130742 -0.000172023 0.00301356 -0.000883316 0.00924156 0.0313039 internal_weight=0 11475.2 10904.2 570.959 755.639 10148.6 1298.98 8849.58 117.937 20.5821 2.47697 3023.82 2882.17 1828.21 141.65 129.442 125.914 245.522 637.702 18.0324 4.88115 1.05908 0.229926 0.829155 0.142052 13.1512 3.82207 13.0814 5.69299 2.41718 internal_count=734512 643911 261284 382627 116273 145011 29328 115683 13926 2379 122 29492 27699 19037 1793 1644 1624 105548 102347 4532 1074 243 51 192 40 3458 831 3452 1041 559 is_linear=0 shrinkage=0.01 Tree=704 num_leaves=31 num_cat=0 split_feature=5 2 1 1 1 4 6 2 1 1 1 2 2 2 18 1 2 2 6 1 47 1 6 1 6 4 4 1 1 2 split_gain=14.2866 22.4587 24.5418 12.9129 16.8999 11.7292 10.6163 28.8395 18.4044 18.5852 9.61275 37.4228 20.158 17.9325 14.0878 35.4488 14.198 14.7872 13.6067 11.1485 9.19793 8.85816 8.43184 12.6565 8.1245 8.1207 14.1953 10.0601 19.8626 15.9028 threshold=3.5000000000000004 0.2573593073593074 -19.499999999999996 -351.49999999999994 -356.49999999999994 42.000000000000007 215.50000000000003 0.20701970443349751 -35.499999999999993 -36.499999999999993 -62.499999999999993 0.79361054766734285 0.69789381307591059 0.69261053906723202 1.0000000180025095e-35 -31.499999999999996 0.57719393282773568 0.57919331037875066 1.5000000000000002 -60.499999999999993 1.0000000180025095e-35 -358.49999999999994 238.50000000000003 -317.49999999999994 131.50000000000003 9.5000000000000018 6.5000000000000009 -41.499999999999993 -49.499999999999993 0.93063352044907788 decision_type=8 2 10 8 10 8 2 2 10 10 10 2 2 2 2 10 2 2 2 10 2 10 2 10 2 10 10 8 10 2 left_child=5 3 10 4 21 25 8 22 9 -5 12 14 13 -3 19 16 -16 24 -13 -12 -20 -2 23 -8 -18 26 -1 28 -27 -29 right_child=1 2 -4 6 -6 -7 7 -9 -10 -11 11 18 -14 -15 15 -17 17 -19 20 -21 -22 -23 -24 -25 -26 27 -28 29 -30 -31 leaf_value=0.00033893733187553442 0.0018981564211991988 -0.0025043354426065138 0.029255481760353558 -0.00030484878159700162 0.017162376183497335 0.014646476211317396 0.09318352441212302 0.018313920801339374 -0.013358055273916125 0.017571430889003453 0.0050189311549496728 -0.0075966941259292065 -0.0076857091057300564 0.026127968783670165 -0.0085718119356221721 0.15495063141439969 0.057322697349230296 -0.010384147189984608 -0.019397376593929982 -0.0080797384889049872 0.0146907719451489 -0.047667114634880374 -0.0097956603853484887 0.0044172131218557014 0.1707584442594767 0.00019398140855158053 -0.0029844623204614046 -0.00046769711224677561 0.002049868518656294 0.0023449828572896705 leaf_weight=289.58949107356602 14.843802655814214 267.72855770180468 2.3745566201396278 271.00692532293033 10.554754893004429 5.533004921860992 0.1921726455911994 10.647775011311749 10.583144204923881 5.9434084484819314 7.8040042115608221 3.6255465324502465 92.223171789257322 2.2054128477466284 1.3212451357976531 0.18073211272712697 0.14743870770325873 0.18988145649200305 0.82354352925904351 38.818713817803655 20.380971593142021 0.3695456449058846 7.7868236337089911 0.97850893373834125 0.11042851832462475 6417.9678117459989 231.0774839479127 3281.0900061139255 633.61126545415027 214.13564022671198 leaf_count=30502 1042 36357 103 30198 200 272 12 392 448 152 1777 83 5529 89 147 17 35 52 13 4528 919 34 1376 101 23 332952 24730 220995 28226 13208 internal_value=0 -0.00131759 -0.0028058 0.000640144 0.00743964 9.03932e-05 6.96847e-05 0.00718965 -0.000415785 7.87797e-05 -0.00298059 0.000319249 -0.00364941 -0.0022704 -0.00478588 0.0215494 0.0079203 0.0565863 0.0103059 -0.0058872 0.0133669 0.000694172 -0.00603376 0.0189886 0.1059 8.31161e-05 -0.00113602 0.000143302 0.00036074 -0.000295378 internal_weight=0 770.841 437.934 332.907 25.7681 11073 307.139 19.6053 287.533 276.95 435.56 73.4025 362.157 269.934 48.5724 1.94973 1.76899 0.447749 24.8301 46.6227 21.2045 15.2133 8.95751 1.17068 0.257867 11067.5 520.667 10546.8 7051.58 3495.23 internal_count=734512 83627 49672 33955 1276 650885 32679 1881 30798 30350 49569 7594 41975 36446 6579 274 257 110 1015 6305 932 1076 1489 113 58 650613 55232 595381 361178 234203 is_linear=0 shrinkage=0.01 Tree=705 num_leaves=31 num_cat=0 split_feature=11 11 1 10 11 10 11 11 11 5 11 0 4 2 2 3 3 1 1 5 0 3 4 5 4 10 13 10 3 10 split_gain=293.94 239.371 28.9432 46.629 32.6331 26.7448 28.2897 21.4047 19.7851 15.7205 16.6548 16.342 21.3747 24.3415 22.4396 15.5651 14.0659 17.6312 21.2723 17.692 16.8537 18.4613 16.7879 20.3846 14.1262 14.2091 13.7524 21.3123 12.9334 11.8822 threshold=0.99998801946640026 3.9827746149967433e-06 -8.4999999999999982 2.4250000000000003 0.007890905253589103 3.9350000000000005 0.99641901254653942 6.6738297732626972e-07 0.98303884267807018 1.5000000000000002 0.76014459133148204 1.0000000180025095e-35 28.500000000000004 0.49882629107981225 0.52655075187969935 0.50117370892018787 0.86984754376058737 -64.499999999999986 -39.499999999999993 3.5000000000000004 1.0000000180025095e-35 0.26365441906653431 20.500000000000004 1.5000000000000002 15.500000000000002 1.3650000000000004 1.0000000180025095e-35 5.2650000000000006 0.87577160493827166 2.5250000000000004 decision_type=2 2 8 10 2 10 2 2 2 10 2 2 10 2 2 2 2 10 10 10 2 2 10 10 10 10 2 10 2 10 left_child=1 7 5 8 -5 6 16 -1 15 10 11 26 -13 -14 -15 -4 17 29 20 -20 21 -19 -22 -24 -23 -26 -7 -28 -18 -3 right_child=-2 2 3 4 -6 9 -8 -9 -10 -11 -12 12 13 14 -16 -17 28 18 19 -21 22 24 23 -25 25 -27 27 -29 -30 -31 leaf_value=-0.0082465299046488184 0.0087098043934607603 -0.0025707185587838365 0.0021961347223087321 -0.0047119961352025258 -0.0011265689788347688 0.0010684281443644418 0.0046131523310247507 -0.0042992955200222447 0.0061760220689070291 -5.199952491130299e-05 0.0024014235135015796 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874.58910151664168 leaf_count=284791 90601 9877 3093 43009 16888 60029 4449 97836 7824 52580 8569 3079 4933 1693 1136 1175 353 1489 6612 235 153 180 2837 377 944 6479 314 26 3901 19050 internal_value=0 -0.000286155 4.3369e-05 -0.00101281 -0.00182727 0.000294756 -0.000446767 -0.00662038 0.00171896 0.00070437 0.0010708 0.000743222 -0.000673371 0.000292529 0.00333669 0.00079672 -0.000625209 -0.000859593 6.70521e-05 -0.00171471 0.00108961 -9.94697e-05 0.00300027 0.00351995 -0.00124092 -0.00152406 0.00111947 0.0122408 0.0013577 -0.00156259 internal_weight=0 11468.1 10901 2095.76 1614.43 8805.21 3133.19 567.099 481.331 5672.01 3820.92 3066.09 643.454 502.363 172.484 398.81 3026.46 2706.55 1167.55 425.733 741.82 457.253 284.567 272.11 345.695 339.043 2422.64 11.0681 319.919 1538.99 internal_count=734512 643911 261284 71989 59897 189295 56936 382627 12092 132359 79779 71210 10841 7762 2829 4268 52487 48233 19306 6847 12459 9092 3367 3214 7603 7423 60369 340 4254 28927 is_linear=0 shrinkage=0.01 Tree=706 num_leaves=31 num_cat=0 split_feature=11 11 11 11 10 11 10 10 18 3 10 11 3 18 3 10 10 3 10 9 3 11 11 10 10 10 10 11 3 3 split_gain=290.528 236.229 27.9752 21.3952 19.9595 19.5358 23.8397 15.9611 16.471 11.8118 16.5213 12.9128 12.2454 11.3064 11.0927 14.5293 13.0657 12.6307 10.3599 9.72554 9.71943 9.64209 14.4426 9.53102 12.5258 12.6146 9.52652 17.5385 9.37284 9.40148 threshold=0.99998801946640026 3.9827746149967433e-06 0.00013046689127800003 5.9630792748066607e-07 5.8950000000000005 0.99188911914825451 3.0150000000000001 4.8750000000000009 1.0000000180025095e-35 0.27320574162679429 5.8350000000000009 0.85901859402656566 0.33489096573208726 1.0000000180025095e-35 0.84654631083202525 3.4950000000000006 4.4250000000000007 0.68703358208955234 6.2950000000000008 11406.500000000002 0.99938118811881205 0.023589946329593603 0.044676627963781308 8.7300000000000022 6.0550000000000006 6.0250000000000012 4.8950000000000005 0.0031286512967198502 0.84240094618568906 0.80969148222669363 decision_type=2 2 2 2 10 2 10 10 2 2 10 2 2 2 2 8 10 2 10 8 2 2 2 10 10 8 10 2 2 2 left_child=1 3 4 -1 -3 7 -7 8 14 10 11 -9 -11 -6 17 -16 -17 19 -5 -4 26 -19 -23 24 25 -22 27 -14 29 -24 right_child=-2 2 5 18 13 6 -8 9 -10 12 -12 -13 20 -15 15 16 -18 21 -20 -21 23 22 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0082969699891115196 0.0086974768583581927 -0.0025173286902568804 0.017153810228528271 -0.0052004096686889111 0.0011581727578692316 0.0046361096923033711 0.00069021019243918483 -0.00026444330657883757 -0.0051443032554131622 0.0032872941678915948 -0.0028107883171868252 0.0033748632917590415 -0.0068346297152420202 0.013905517433348676 -0.00082782475877590843 0.0035699482548291355 -0.00076422649193077423 -0.0033452653894363083 0.00072018119899641285 -0.0002297695832849868 -0.00037212722295293816 0.0048349686142452348 -0.0019642506654884671 0.010855444951203141 -0.0050173507533246824 0.024379127511217683 0.00077428740524411899 0.0066140572392847366 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0.0010337 0.00235632 -0.00042448 -0.00436278 -0.000215386 0.000657975 -0.00176711 -0.000759333 -0.000844797 -0.00106178 -0.000202665 0.000877954 0.00446104 -0.0014571 -0.00123545 internal_weight=0 11460.4 10897.1 563.373 753.647 10143.4 832.619 9310.79 5159.12 4151.68 1023.06 797.485 3128.62 118.077 5089.26 590.12 344.998 4499.14 243.326 3892.88 2940.13 606.258 369.99 375.427 368.591 302.821 2564.71 72.1162 328.96 323.384 internal_count=734512 643911 261284 382627 116273 145011 24229 120782 62512 58270 11126 9198 47144 13926 61518 6086 3841 55432 105548 46376 44393 9056 2522 3632 3576 2958 40761 1190 2134 2101 is_linear=0 shrinkage=0.01 Tree=707 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 2 4 4 2 1 1 1 2 11 40 1 18 47 1 1 2 1 1 11 2 2 1 4 1 split_gain=287.153 233.123 28.4367 26.4073 25.7812 21.3787 16.0302 13.5023 12.7952 19.6512 16.0911 13.7826 11.6053 10.1145 9.0429 9.2684 9.03386 13.5121 12.4089 8.74783 8.64227 8.36541 18.7135 9.65525 12.1349 8.26545 8.1875 8.18479 8.13075 8.53703 threshold=0.99998801946640026 3.9827746149967433e-06 -8.4999999999999982 0.0038593490608036002 0.99188911914825451 5.9630792748066607e-07 0.88478556841388711 42.000000000000007 19.500000000000004 0.72771403353927633 -287.49999999999994 -11.499999999999998 -289.49999999999994 0.75110619469026563 0.089183576405048315 1.0000000180025095e-35 -78.499999999999986 1.0000000180025095e-35 1.0000000180025095e-35 -380.49999999999994 -364.49999999999994 0.89619252873563238 -64.499999999999986 -37.499999999999993 0.6303343176841737 0.88935969868173259 0.58847248576850109 -304.49999999999994 23.500000000000004 -6.4999999999999991 decision_type=2 2 8 2 2 2 2 8 10 2 10 8 8 2 2 2 10 2 2 8 10 2 10 10 2 2 2 10 8 8 left_child=1 5 4 -4 7 -1 13 8 9 10 12 -12 -3 28 -10 16 18 21 -16 -2 -11 23 -23 24 -18 -8 -7 -20 29 -5 right_child=19 2 3 6 -6 26 25 -9 14 20 11 -13 -14 -15 15 -17 17 -19 27 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0082825690477139318 -0.08034173275165904 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9.4629737660288793 201.86612241528928 368.59892175265122 127.5077686648583 28.252620682120323 79.206000046804547 320.80771469697356 481.39430978521705 116.83348639914766 57.808427246287465 991.47172791697085 1475.707503587706 119.1660810476169 leaf_count=277079 8 2625 42017 31 12801 83300 21 41 134374 44 18318 73 157 652 1873 26 3693 50 1162 90593 2274 158 503 1760 3789 2124 22248 5574 24763 2381 internal_value=0 -0.000280841 4.25241e-05 -0.00100525 0.00029165 -0.00657506 -0.000514045 0.000155885 0.000146364 -0.000938056 -0.00036925 -0.000945386 0.00299496 -0.000771213 0.000288938 0.000681249 0.000700548 0.00120024 0.000144948 0.00868507 -0.00453071 0.00126643 -0.00143427 0.00144824 0.00183829 0.00303412 -0.00433801 -0.000339283 -0.000646945 0.00182994 internal_weight=0 11453.8 10894.1 2092.69 8801.45 559.686 1756.78 8280.41 8275.81 961.631 830.191 708.805 121.386 1638.06 7314.17 3258.2 3253.94 1713.16 1540.77 368.709 131.44 1703.7 107.459 1596.24 1275.43 118.725 242.275 1193.34 1598.09 122.382 internal_count=734512 643911 261284 71989 189295 382627 29972 176494 176453 23491 21173 18391 2782 27827 152962 18588 18562 9953 8609 90601 2318 9903 661 9242 7482 2145 105548 6736 27175 2412 is_linear=0 shrinkage=0.01 Tree=708 num_leaves=31 num_cat=0 split_feature=5 10 47 6 2 3 6 10 6 10 3 2 0 5 3 3 2 6 2 3 6 2 10 0 10 3 10 10 6 6 split_gain=13.7982 15.7061 29.4966 35.0285 21.8788 34.2757 35.614 33.7931 23.756 14.4656 13.5818 12.425 12.2248 17.2467 10.9617 10.7135 10.5194 10.0645 9.86108 27.8407 23.3256 22.3268 16.9721 15.3159 18.1243 16.6146 14.0864 13.1884 16.6615 12.3643 threshold=2.5000000000000004 7.5550000000000006 1.0000000180025095e-35 15.500000000000002 0.31835016835016838 0.66028576662392391 29.500000000000004 7.705000000000001 23.500000000000004 2.7750000000000004 0.62453007518796999 0.68208556149732635 1.0000000180025095e-35 1.5000000000000002 0.66774891774891787 0.83402203856749324 0.64334637964774966 491.50000000000006 0.49882629107981225 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20.1444 15.8226 14.7875 28.675 38.3789 24.5874 21.885 29.7338 19.1395 39.3189 36.9919 24.512 38.3832 30.5233 25.1134 16.7928 16.8581 15.0344 14.7457 14.7048 14.4918 13.8782 13.8238 13.343 14.8986 threshold=3.5000000000000004 0.2573593073593074 -19.499999999999996 5.7250000000000005 5.3450000000000006 -36.499999999999993 9.1600000000000019 5.4450000000000012 -287.49999999999994 -289.49999999999994 5.5750000000000011 0.37323383084577116 -282.49999999999994 -216.49999999999997 23.500000000000004 3.6950000000000007 -253.49999999999997 5.0050000000000008 5.1350000000000007 -255.49999999999997 -308.49999999999994 6.0750000000000011 1.0000000180025095e-35 -11.499999999999998 20.500000000000004 0.66510903426791279 -35.499999999999993 8.5000000000000018 -239.49999999999997 5.955000000000001 decision_type=8 2 10 8 10 10 10 8 10 10 10 2 10 10 10 10 8 10 10 10 8 10 2 10 10 2 10 8 10 10 left_child=7 3 -3 4 26 -6 -5 13 9 10 -9 28 -13 15 22 24 18 -18 -17 -20 21 -12 23 -15 -1 -25 27 -2 -10 -30 right_child=1 2 -4 6 5 -7 -8 8 11 -11 20 12 -14 14 -16 16 17 -19 19 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31 leaf_value=0.0049096389268548195 -0.00052695455902072418 -0.0029373909352001628 0.02866485630556178 -0.0035322983705473889 0.0052645802081296243 0.023170998754905737 0.0045124661589970652 0.0036649637993799457 0.0039214731540682581 0.016453088381049304 -0.001428367644918905 -0.010493761485801653 0.00091827453852409246 -0.0030249157592989497 0.00051092037540351101 -0.0020219170168559639 -0.0015308811932862208 -0.0059895614517387012 0.0016581342331991966 0.015525540678137805 -0.0017268362553908277 0.0050109418334372373 0.028948873150635195 5.241162401656973e-05 0.0001837071755353194 0.030776824293205333 -0.013477190709676986 0.0076234263885346177 -0.00056366891918240545 -0.0035377402173241076 leaf_weight=69.471856112591922 96.497892380168196 433.39207890443504 2.3987151416367842 115.06686813087435 48.574094850919209 7.2158531014574683 31.044554252817761 406.18049475894077 47.043585358653218 18.674857164849527 66.990646085701883 23.147822153288871 1667.7606390535948 415.09985537052853 4430.1542305453331 411.93404216482304 626.20138258300722 279.14465755323181 228.51484048686689 13.850685575278474 214.18545043561608 103.42453001067042 1.4975356083014038 3.8646987052052273 1259.1605187068344 2.5468544690520503 6.7684764353325582 26.531610995181836 498.76376576779876 254.32926868484356 leaf_count=4450 6544 49569 103 7660 4035 124 14038 45526 5243 374 4289 2019 109143 39091 197135 31917 39701 39015 19938 294 16344 3289 130 564 55319 45 372 1182 17347 19712 internal_value=0 -0.00128671 -0.00276344 0.000653452 0.00260315 0.00758059 -0.00182301 8.81506e-05 0.000648612 0.00228376 0.00194914 0.000117279 0.000762049 -0.000150798 0.000232787 -0.000795333 -0.00183987 -0.00290562 -0.000365198 0.00245063 0.000137035 0.00247963 -0.00268009 -0.00279246 0.000430818 0.012257 0.000463734 0.00123069 -0.0012453 -0.00156805 internal_weight=0 767.49 435.791 331.699 185.588 55.7899 146.111 11041.9 3300.5 809.456 790.781 2491.05 1690.91 7741.44 4853.16 2888.28 1559.65 905.346 654.3 242.366 384.601 170.415 423.009 421.511 1328.63 6.41155 129.798 123.03 800.137 753.093 internal_count=734512 83627 49672 33955 12257 4159 21698 650885 223286 69822 69448 153464 111162 427599 236965 190634 130865 78716 52149 20232 23922 7578 39830 39700 59769 609 8098 7726 42302 37059 is_linear=0 shrinkage=0.01 Tree=710 num_leaves=31 num_cat=0 split_feature=11 11 11 11 10 11 10 10 6 6 2 10 6 3 2 2 2 6 10 10 6 24 10 3 10 10 3 10 11 4 split_gain=283.409 229.623 27.1027 21.3901 19.5879 18.9555 19.1959 14.7968 17.5282 14.4 20.54 14.3423 20.6694 29.9346 22.0678 13.3523 13.1338 24.5581 23.1385 16.4135 15.694 13.6845 12.3082 11.3659 12.3032 14.9941 11.2558 19.019 15.7552 11.1981 threshold=0.99998801946640026 3.9827746149967433e-06 0.00013046689127800003 5.9630792748066607e-07 5.8950000000000005 0.9982588291168214 7.5550000000000006 4.8750000000000009 410.50000000000006 87.500000000000014 0.65419580419580436 3.8750000000000004 154.50000000000003 0.64733893557422983 0.43503836317135552 0.68208556149732635 1.0000000180025095e-35 1.0000000180025095e-35 7.705000000000001 5.8950000000000005 25.500000000000004 1.0000000180025095e-35 4.8650000000000011 0.84654631083202525 3.4950000000000006 4.4250000000000007 0.27320574162679429 5.495000000000001 0.92614999413490307 28.500000000000004 decision_type=2 2 2 2 10 2 8 10 2 2 2 10 2 2 2 2 2 2 10 10 2 2 10 2 8 10 2 10 2 10 left_child=1 3 4 -1 -3 7 11 23 16 -6 -11 -7 22 14 -14 -12 17 18 -9 20 -19 26 -13 -4 -25 -26 27 28 29 -18 right_child=-2 2 5 -5 9 6 -8 8 -10 10 15 12 13 -15 -16 -17 21 19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.008266662123557646 0.0086711966602039843 -0.0024881290939770327 -0.00044537938379339911 -0.0043072979996305752 0.0003328578746430548 0.0035826422644955327 0.0057148407079608641 -0.0022491703122586811 -0.004317290517027104 0.0057692567438375553 0.079417316299929569 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166.55710401781835 leaf_count=277079 90601 102347 59154 105548 11547 5972 8026 5417 1515 2257 20 573 94 52 35 102 709 3364 199 737 392 30 4220 2377 2700 1389 43096 2165 312 2483 internal_value=0 -0.00027798 4.20425e-05 -0.00654913 -0.0017905 0.000177901 0.00202766 7.67885e-05 0.000510698 0.00194642 0.00949651 0.00103654 -0.000324113 -0.00962198 -0.000537953 0.0359736 0.000594675 -0.000402289 -0.00183433 0.00129908 0.0021363 0.000904693 0.00049982 -0.000278082 0.00100712 0.00220292 0.000886258 -0.000578075 0.00134508 0.000268692 internal_weight=0 11441.6 10886.1 555.527 751.358 10134.7 525.277 9609.45 4323.27 118.202 20.8134 413.994 269.807 21.9628 13.6802 2.56839 4249.36 1007.95 547.294 460.66 384.934 3241.4 247.845 5286.18 608.858 356.548 3238.8 451.714 240.475 204.339 internal_count=734512 643911 261284 382627 116273 145011 18972 126039 60419 13926 2379 10946 4974 181 129 122 58904 10109 5616 4493 3756 48795 4793 65620 6466 4089 48765 5669 3504 3192 is_linear=0 shrinkage=0.01 Tree=711 num_leaves=31 num_cat=0 split_feature=11 11 11 11 10 11 10 10 47 6 3 3 6 2 6 2 2 3 10 4 10 6 2 6 10 10 6 3 10 0 split_gain=280.11 226.592 26.6585 21.3708 21.2048 17.8285 18.9654 14.111 23.4105 17.8932 17.0832 16.4458 17.1568 16.3897 14.5073 13.2326 17.7251 22.9756 14.9509 68.7871 12.4016 15.0353 14.7092 22.512 23.7015 17.4787 14.2541 11.7511 17.9584 18.3216 threshold=0.99998801946640026 3.9827746149967433e-06 0.0004375023563625001 5.9630792748066607e-07 5.5250000000000012 0.9982588291168214 7.5550000000000006 3.8750000000000004 1.0000000180025095e-35 24.500000000000004 0.64733893557422983 0.57707942464040041 209.50000000000003 0.76024883359253514 158.50000000000003 0.286115569823435 0.29963503649635043 0.70291385135135143 5.535000000000001 20.500000000000004 4.8750000000000009 410.50000000000006 1.0000000180025095e-35 1.0000000180025095e-35 7.6350000000000007 6.0450000000000008 25.500000000000004 0.27320574162679429 5.7250000000000005 1.0000000180025095e-35 decision_type=2 2 2 2 8 2 8 10 2 2 2 2 2 2 2 2 2 2 8 8 10 2 2 2 10 10 2 2 10 2 left_child=1 3 4 -1 -3 20 7 -7 13 -10 11 12 -11 14 -9 -6 17 -17 19 -18 -4 22 23 24 -22 26 -25 28 -24 -30 right_child=-2 2 5 -5 15 6 -8 8 9 10 -12 -13 -14 -15 -16 16 18 -19 -20 -21 21 -23 27 25 -26 -27 -28 -29 29 -31 leaf_value=-0.0082520665511897177 0.0086586165210721829 -0.0022557094599746546 -0.00021891944657384925 -0.0042826004252926736 -0.0013046174689332988 0.0035585400146863838 0.0056880156224135229 -0.0019734574066022333 0.003659028377399991 -0.0015325096664553948 -0.014465530008678496 0.010713365139342358 -0.031046746458646333 -0.018859170966766273 -0.017702342615373286 0.12594019168733508 0.15220765117127308 0.019232012682170542 0.0017522472891243154 -0.0024294829527728491 -0.0023048171231468744 -0.0040852067092351707 0.00096648616053320816 0.0025800993865258311 0.0084749849212315594 -0.0037650047926424384 -0.0042093459188937985 0.0011885046943864001 -0.0047147757599953393 0.0047394504327493469 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0.000115251 0.000521714 0.000600936 -0.000471723 -0.00187004 0.00118514 0.0019791 0.000939529 -0.000593727 -0.00327033 internal_weight=0 11435.5 10883.6 551.916 1229.07 9654.56 524.172 413.48 269.766 168.362 35.7835 24.4613 14.9977 101.404 94.3845 398.747 202.938 2.60086 200.337 1.66859 9130.39 4119.59 4049.95 971.68 526.955 444.725 383.254 3078.27 430.03 158.359 internal_count=734512 643911 261284 382627 142363 118921 18972 10946 4974 3870 578 471 362 1104 1039 29968 14664 347 14317 217 99949 47203 46075 8587 4745 3842 3334 37488 4560 1457 is_linear=0 shrinkage=0.01 Tree=712 num_leaves=31 num_cat=0 split_feature=5 2 10 10 10 10 2 4 2 10 2 2 2 10 38 0 28 4 2 2 2 2 10 10 0 10 2 4 4 0 split_gain=13.2919 21.5852 15.7718 19.3725 15.5915 14.1714 16.455 20.6023 11.9401 11.1662 10.5937 37.2019 22.8767 20.2634 15.2198 13.1703 11.4043 10.5013 10.2081 16.5337 17.9664 17.082 12.3901 12.2071 22.5656 9.56363 28.8684 24.5271 9.42391 10.8061 threshold=3.5000000000000004 0.2573593073593074 5.7250000000000005 5.3450000000000006 9.1600000000000019 5.4450000000000012 0.8257418909592823 29.500000000000004 0.21889880952380952 5.0150000000000006 0.50151515151515158 0.49882629107981225 0.41476388168137007 3.5950000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 27.500000000000004 0.7696153846153847 0.31216397849462368 0.18142633228840127 0.33463541666666669 9.8950000000000014 5.5750000000000011 1.0000000180025095e-35 9.8950000000000014 0.066767983789260368 27.500000000000004 26.500000000000004 1.0000000180025095e-35 decision_type=8 2 8 8 10 8 2 10 2 8 2 2 2 10 2 2 2 10 2 2 2 2 10 10 2 10 2 10 10 2 left_child=5 2 3 -2 -4 6 10 -8 -5 -3 11 12 14 -14 16 -13 -1 -6 19 20 25 23 -20 24 -21 -7 -27 -28 29 -25 right_child=1 9 4 8 17 18 7 -9 -10 -11 -12 15 13 -15 -16 -17 -18 -19 22 21 -22 -23 -24 28 -26 26 27 -29 -30 -31 leaf_value=-0.00036705292479797521 0.00046369052351245382 -0.0053564670324209689 -0.0035121104850905616 0.0052131075202318487 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374.20394012547331 1166.9989666712936 0.56801813095807929 36.529334531747736 47.377013992401771 29.443931131711 0.22852448595221986 0.30779212428024039 43.467073747946415 2.2775511560030273 leaf_count=201921 8098 12148 7660 3444 10980 65323 7882 12831 715 37524 105777 21576 8538 33361 1394 19737 14582 3058 16208 2364 23825 92363 5 1816 2475 16586 81 33 2094 113 internal_value=0 -0.00127546 0.000649057 0.00258442 -0.00181393 8.73075e-05 -0.000146793 0.00154059 0.00751471 -0.00274078 -0.000272971 -7.28322e-05 -0.000436988 -0.00233591 -0.000180958 0.00173412 -0.000243401 0.00449238 0.000636476 0.000846168 0.000128996 0.00164523 -0.000841153 0.00436384 0.00646247 0.000750081 -0.00482356 0.0678842 0.00142089 0.00500276 internal_weight=0 765.423 330.869 185.28 145.589 11023.1 7728.57 537.711 55.7266 434.554 7190.86 5653.67 4705.39 559.048 4146.35 948.277 4102.76 30.8872 3294.55 2885.12 1520.48 1364.65 409.431 197.649 115.375 1146.27 29.9802 0.536317 82.274 38.8069 internal_count=734512 83627 33955 12257 21698 650885 427599 20713 4159 49672 406886 301109 259796 41899 217897 41313 216503 14038 223286 207073 105848 101225 16213 8862 4839 82023 16700 114 4023 1929 is_linear=0 shrinkage=0.01 Tree=713 num_leaves=31 num_cat=0 split_feature=5 2 4 4 4 2 2 4 6 2 38 2 2 2 2 2 6 6 5 6 4 6 6 28 5 2 6 2 2 4 split_gain=13.0437 11.583 10.8077 7.4952 16.7317 7.44958 12.7698 22.6819 6.57856 6.74477 6.40895 6.82023 8.20993 6.54661 23.768 17.8971 14.968 11.2378 10.7451 9.87018 9.40402 8.10985 7.6503 10.191 15.3532 9.69445 11.7224 17.87 11.0116 11.8574 threshold=2.5000000000000004 0.42598071444225294 42.000000000000007 9.5000000000000018 6.5000000000000009 0.41202270381836947 0.41476388168137007 28.500000000000004 2.5000000000000004 0.043668954996186109 1.0000000180025095e-35 0.30032679738562096 0.28519290928050056 0.49882629107981225 0.50151515151515158 0.40553289138194804 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 270.50000000000006 11.500000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 0.031331806282722509 16.500000000000004 1.0000000180025095e-35 0.31216397849462368 20.500000000000004 decision_type=8 2 8 10 10 2 2 10 2 2 2 2 2 2 2 2 2 2 10 2 10 2 2 2 8 2 2 2 2 10 left_child=2 5 3 4 -1 -2 7 -7 -6 -10 13 12 -12 15 16 22 17 18 -15 -17 -20 -16 23 -5 -25 26 -24 -28 -27 -30 right_child=1 -3 -4 10 8 6 -8 -9 9 -11 11 -13 -14 14 21 19 -18 -19 20 -21 -22 -23 25 24 -26 28 27 -29 29 -31 leaf_value=0.00054836189194407191 -0.00034207011373506952 -0.0021806057786467915 0.014655402904298984 -0.00032198658192163779 -0.0048820431654648319 0.085774815277627342 0.0023900560710376178 0.012504680379762696 0.0035497309158154778 -0.0026696508092773482 0.0042180476154583639 -0.00097048081899030842 0.018612070564708007 -0.00037458191801113193 0.00061940081264324077 -0.0018337578695428176 -0.00073681171353104922 0.0030432443628692187 0.033108709251235616 0.0024695444280277909 0.0036382668023901233 -0.00048939576929955754 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0.000105261 -0.00110047 -0.000193379 0.00653755 0.0256759 -0.00316489 -0.00140967 0.000164166 0.00331323 0.00579256 0.000143939 0.000468514 -5.78123e-05 0.0017038 0.00225758 0.000672975 -0.00150339 0.00410122 -3.35722e-05 0.000143003 -0.000193872 0.00245561 0.000562527 0.00168947 0.000199933 0.000205707 0.00118413 internal_weight=0 1228.39 10558.2 10553.1 491.55 744.34 16.0877 2.86541 218.268 107.938 10061.6 64.2161 40.6744 9997.36 3832.18 6165.17 1107.47 902.655 299.201 751.986 70.0278 2724.71 5413.19 3002.33 138.481 2410.85 579.77 276.431 1831.08 706.47 internal_count=734512 131110 603402 603137 51471 82781 1560 176 23165 12966 551666 2513 1125 549153 206830 342323 49859 37593 13155 55871 4997 156971 286452 120601 5137 165851 18563 9234 147288 51558 is_linear=0 shrinkage=0.01 Tree=714 num_leaves=31 num_cat=0 split_feature=5 2 1 1 1 4 6 2 1 1 1 3 2 2 6 18 1 3 2 1 47 1 3 1 6 1 3 1 1 1 split_gain=12.8272 21.0446 23.1263 12.4564 16.4804 11.2342 10.2554 27.6916 17.929 17.8967 9.45897 36.9488 19.5561 17.5322 16.484 13.9268 30.9747 13.5388 12.861 10.8268 9.22151 8.69419 8.35793 8.04913 9.40499 16.3649 14.8652 13.9934 15.8919 124.972 threshold=3.5000000000000004 0.2573593073593074 -19.499999999999996 -351.49999999999994 -356.49999999999994 42.000000000000007 215.50000000000003 0.21889880952380952 -35.499999999999993 -36.499999999999993 -62.499999999999993 0.21483516483516482 0.69789381307591059 0.69261053906723202 1.5000000000000002 1.0000000180025095e-35 -31.499999999999996 0.42124060150375936 0.57919331037875066 -60.499999999999993 1.0000000180025095e-35 -358.49999999999994 0.86696165191740426 -39.499999999999993 1.0000000180025095e-35 -67.499999999999986 0.85323593936976472 -84.499999999999986 -125.49999999999999 -118.49999999999999 decision_type=8 2 10 8 10 10 2 2 10 10 10 2 2 2 2 2 10 2 2 10 2 10 2 10 2 10 2 10 10 10 left_child=5 3 10 4 21 -1 8 -8 9 22 12 14 13 -3 -12 19 17 18 -17 -13 -16 -2 23 24 25 26 -5 28 -26 -30 right_child=1 2 -4 6 -6 -7 7 -9 -10 -11 11 15 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7.6058054451714261 91.444147824775428 2.2174972975044502 0.83120837691240268 0.27786091453162942 0.19898972404189308 1.3139968762989154 0.18365708959754556 37.8471357076196 20.286505370924715 0.36998089397093359 96.30994373653084 8.047908873180857 41.798798693926074 13.219947640667668 1.225986468605696 39.574299587809953 0.46136798436054949 6.651548694120712 leaf_count=650613 1042 36357 103 4524 200 272 1563 318 448 152 90 1776 5529 89 16 57 14 148 52 4516 925 34 5264 252 5716 256 66 13589 93 438 internal_value=0 -0.00125366 -0.00270246 0.000646054 0.00734036 8.57368e-05 8.36016e-05 0.00711801 -0.000394108 9.27409e-05 -0.0028755 0.00041806 -0.00354128 -0.00217606 0.010227 -0.00477498 0.0212244 0.00796491 0.054559 -0.00590441 0.0137495 0.000670369 -0.000286645 0.00102717 0.00150334 -0.0010629 -0.00317497 0.00372382 0.00730086 0.0211187 internal_weight=0 764.618 433.792 330.826 25.6415 11020.8 305.185 19.4073 285.778 275.374 431.369 72.5364 358.833 267.388 25.1089 47.4274 1.9745 1.77551 0.461518 45.4529 21.1177 15.1528 269.407 173.097 165.05 76.5636 63.3436 88.486 48.9117 7.11292 internal_count=734512 83627 49672 33955 1276 650885 32679 1881 30798 30350 49569 7594 41975 36446 1031 6563 271 257 109 6292 941 1076 30198 24934 24682 4846 4590 19836 6247 531 is_linear=0 shrinkage=0.01 Tree=715 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 2 0 11 3 2 3 1 1 1 1 24 11 1 2 7 3 0 2 2 2 1 1 3 1 split_gain=276.756 223.287 27.6978 25.5739 24.8447 21.3633 15.7239 11.4976 11.4718 11.3394 10.501 9.38204 8.8531 10.3692 8.83594 11.5898 9.82019 8.68712 8.6573 7.97598 7.80859 7.7934 7.73777 8.62926 7.65767 7.47637 16.346 14.4867 7.26936 20.5787 threshold=0.99998801946640026 3.9827746149967433e-06 -8.4999999999999982 0.0038593490608036002 0.99188911914825451 6.6738297732626972e-07 0.88478556841388711 1.0000000180025095e-35 0.063380397856235463 0.24328334268987087 0.52217305801376612 0.78297101449275375 -317.49999999999994 -314.49999999999994 -17.499999999999996 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1521 12516 81 76507 14089 2124 9 2641 6115 12900 88 23 38 23 13500 20 internal_value=0 -0.000272751 4.10107e-05 -0.000994588 0.000286883 -0.00650111 -0.000511665 -0.000766669 0.000153812 -0.00130256 0.000545709 -0.00416464 -0.000162561 0.00199909 -0.000207649 -0.000258258 -7.20124e-05 0.00864565 0.00566254 0.00300502 -8.16194e-05 -0.00173726 0.000537463 0.000793155 0.00184886 0.000983877 0.0233503 0.05633 0.00175674 0.0125995 internal_weight=0 11425.9 10877.9 2087.11 8790.78 547.988 1753.39 1634.84 8272.47 1160.83 474.007 228.299 46.6161 37.4113 4259.41 4207.46 3736.89 358.884 76.7448 118.547 3735.58 470.573 4013.06 2996.89 615.294 86.0128 1.46898 0.742865 37.3322 5.30462 internal_count=734512 643911 261284 71989 189295 382627 29972 27827 176494 19466 8361 97836 19947 16139 153667 152146 136905 90601 14094 2145 136824 15241 22827 16712 3812 2725 84 46 16117 2617 is_linear=0 shrinkage=0.01 Tree=716 num_leaves=31 num_cat=0 split_feature=4 4 4 1 4 1 1 6 6 3 3 6 6 6 2 0 2 3 2 3 6 3 1 6 3 6 22 1 6 2 split_gain=11.7 8.24197 12.4342 10.7488 16.3892 16.3462 14.8238 36.274 33.1328 21.8523 13.1598 18.0989 30.6969 19.3122 26.5046 11.5712 10.8319 12.6562 12.5615 9.46561 8.84626 9.44205 10.8988 8.77551 8.61432 15.2263 8.45701 7.38929 7.35452 7.66046 threshold=42.000000000000007 9.5000000000000018 6.5000000000000009 -64.499999999999986 21.500000000000004 -41.499999999999993 -65.499999999999986 29.500000000000004 27.500000000000004 0.69967320261437915 0.29429808733309276 17.500000000000004 9.5000000000000018 10.500000000000002 0.31601439496176342 1.0000000180025095e-35 0.51042118975249684 0.48492424242424242 0.29041268697062544 0.94469928644240586 1.0000000180025095e-35 0.7576941287878789 -32.499999999999993 16.500000000000004 0.76220238095238102 59.500000000000007 1.0000000180025095e-35 -5.4999999999999991 154.50000000000003 0.19933774834437087 decision_type=10 10 10 10 10 10 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 8 2 2 left_child=1 2 -1 6 -5 28 26 8 10 -10 -8 12 16 -14 -15 23 18 -18 -12 -9 -7 -22 24 -16 25 -23 -3 -4 -6 -30 right_child=-2 3 27 4 5 20 7 19 9 -11 11 -13 13 14 15 -17 17 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.00012220877131639366 0.014119933770590305 -3.4769227723634199e-05 -0.0033920178500819139 -0.0018435811539564393 0.0015145840815019157 -0.0012161678221519251 -0.0032787528420833286 -0.0065070905612647006 0.019723678497346627 -0.010954447696560574 0.0014188793602733336 -0.0067326422632732422 0.020946154138610177 -0.0028427836257183185 0.014235121788193352 -0.01238210936739126 0.0035382116878305424 0.031998055585405652 -0.0069245391458135873 0.0081934448572530648 6.4985901630367921e-07 -0.013453552057103293 -0.00065112918955885003 0.033982175320238187 0.004770275025246783 0.052521747517768481 -0.012771721597709593 0.002453356581967775 -0.0063672494036014536 0.00015909980061097644 leaf_weight=323.84436155675212 5.8645349780563256 7468.4655409655534 228.46113483118825 266.71088828984648 1687.026441386377 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576.193 11192.8 3285.81 3019.1 7906.96 433.279 289.207 15.7385 273.468 157.828 133.3 41.0572 29.7709 13.2104 92.2429 19.4041 72.8388 144.072 1214.8 738.133 133.251 11.927 81.5591 1.51928 7473.68 252.348 1804.3 117.273 internal_count=734512 734205 66481 667724 159294 133619 508430 22235 8303 236 8067 5728 4960 701 577 282 4259 338 3921 13932 56371 40060 9690 228 4034 113 486195 29173 77248 12448 is_linear=0 shrinkage=0.01 Tree=717 num_leaves=31 num_cat=0 split_feature=5 2 4 3 3 28 1 2 3 1 1 1 1 1 4 4 1 2 1 4 3 2 2 1 1 4 3 3 1 28 split_gain=12.5276 11.153 10.3767 8.07821 12.5022 7.86045 10.8475 8.10926 16.0763 20.3818 13.5502 11.0837 21.153 13.8408 7.20065 16.1817 9.08714 15.667 14.1077 9.47894 11.4957 14.7483 9.03006 8.67208 11.5084 9.40607 8.4682 8.81878 7.15178 8.14506 threshold=2.5000000000000004 0.42598071444225294 42.000000000000007 0.95260557053009898 0.94754041967664271 1.0000000180025095e-35 -47.499999999999993 0.41202270381836947 0.58363746958637475 -159.49999999999997 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leaf_count=28306 71567 48329 265 6335 473 1738 85 1265 134 64 19 820 112 169 298471 21520 3983 13611 5951 193200 3711 2018 104 23 709 213 516 1129 29492 180 internal_value=0 -0.000957947 0.000110062 -0.000189367 0.000202548 2.19742e-05 0.00668892 -0.000162137 0.00693062 0.0279696 0.00206766 -0.000345603 -0.000166093 -0.000365897 0.00010326 -0.00107978 0.000160991 -0.000285093 0.000363636 -0.000473471 0.00336626 0.00574487 0.00156482 0.00609074 0.00721257 0.0149094 -0.00311426 0.00234825 0.0013319 0.00342165 internal_weight=0 1225.95 10548 743.305 651.262 640.385 17.2093 623.176 15.713 2.95005 12.763 607.463 596.92 590.271 10543 490.551 10052.5 3140.12 6912.37 2931.61 62.9126 48.0383 856.599 41.926 39.5214 13.0244 217.56 25.1048 814.673 136.356 internal_count=734512 131110 603402 82781 76446 75973 1823 74150 1482 198 1284 72668 71848 71736 603137 51471 551666 216523 335143 202912 9712 6001 36672 1049 945 236 23165 1645 35623 6131 is_linear=0 shrinkage=0.01 Tree=718 num_leaves=31 num_cat=0 split_feature=11 11 1 10 10 11 11 11 11 6 11 10 1 1 5 6 1 0 6 1 10 10 10 11 10 10 10 6 5 5 split_gain=273.627 220.149 26.9382 44.5728 25.8986 26.3832 24.6683 21.3509 20.5336 19.7937 15.5565 18.843 41.1219 60.2988 30.8942 17.479 16.8988 16.0275 24.5987 22.628 14.3345 15.2054 18.6447 16.5191 13.9324 21.1095 13.8365 13.2522 14.4617 13.2492 threshold=0.99998801946640026 3.9827746149967433e-06 -8.4999999999999982 3.9350000000000005 3.9350000000000005 0.99641901254653942 0.98303884267807018 5.9630792748066607e-07 0.007890905253589103 416.50000000000006 0.76014459133148204 6.1150000000000011 -58.499999999999993 -53.499999999999993 2.5000000000000004 45.500000000000007 -49.499999999999993 1.0000000180025095e-35 1.0000000180025095e-35 -88.499999999999986 5.7950000000000008 4.9450000000000012 4.6750000000000007 0.99991196393966686 6.1550000000000011 6.3750000000000009 9.2600000000000016 1931.5000000000002 1.5000000000000002 4.5000000000000009 decision_type=2 2 8 10 10 2 2 2 2 2 2 10 10 10 10 2 10 2 2 10 10 10 10 2 10 10 10 2 10 10 left_child=1 7 4 6 5 -3 -4 -1 27 10 17 -12 14 -14 24 -16 -15 29 26 -20 21 22 -10 -23 -13 -26 -19 -5 -29 -6 right_child=-2 2 3 8 9 -7 -8 -9 20 -11 11 12 13 16 15 -17 -18 18 19 -21 -22 23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.0082208288348360314 0.0086333379699206087 -0.00061899509546255247 -0.00044491608960893952 -0.0058310458003296662 0.00088982714850006602 0.0044892563512706754 0.0033150099299886571 -0.0042274260777460789 -0.0031139400424644681 -0.0037624202631941785 0.0026486133795663113 0.0094802578443607885 -0.017265885795636402 0.0082779139883257264 -0.0010778944488317541 -0.014924915709334059 -0.0034546264777837376 -0.0023820674659463708 -0.0021965654475832271 0.0028363537799821958 0.0022547203007162596 -0.004228904659237108 0.0018380083113515523 -0.02501622214152123 -0.012099358662583269 0.0038046064193288081 0.01804530414658017 -0.01006804822454764 0.13691160448088829 -0.0030744301733177364 leaf_weight=306.57235872678575 355.92204591247719 3020.1579867487308 1091.1193920322694 188.88316473877057 3393.9369810034987 104.60930291330442 207.71170506975614 237.68522807746194 190.93932288326323 98.28610194567591 807.01882001012564 40.311221580021083 30.916132599115372 17.273660445585847 110.3236454394646 9.9370637536048871 42.435535077005625 478.01058361004107 135.53071615216322 262.06724890670739 71.36545435898006 204.96081391349435 126.34373294422403 3.8955295458436003 8.881713876500724 138.30960512254387 3.3390619310084722 0.13184366351924737 0.1359921166440472 86.455016273888759 leaf_count=277079 90601 52487 14259 36682 97224 4449 11075 105548 2670 3695 7814 1319 147 316 1603 47 476 8005 3416 4423 817 4553 1828 60 91 1824 65 23 22 1894 internal_value=0 -0.0002703 4.03663e-05 -0.000981373 0.000282841 -0.000447984 0.000156379 -0.00647685 -0.00285989 0.000686099 0.00076467 0.00177016 -9.33561e-06 -0.00592995 0.00173407 -0.00222206 -6.04437e-05 0.000486641 -0.000719936 0.00112076 -0.00195087 -0.00252132 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5.7250000000000005 5.3450000000000006 -36.499999999999993 9.1600000000000019 5.4450000000000012 -287.49999999999994 -289.49999999999994 5.5750000000000011 14.500000000000002 6.1150000000000011 780.50000000000011 -282.49999999999994 -216.49999999999997 3.6950000000000007 -253.49999999999997 5.0050000000000008 5.1350000000000007 -255.49999999999997 158.50000000000003 -60.499999999999993 6.1250000000000009 0.088365434669442952 -308.49999999999994 6.0750000000000011 1451.5000000000002 -8.4999999999999982 0.68208556149732635 decision_type=8 2 10 8 10 10 10 8 10 10 10 2 10 2 10 10 10 8 10 10 8 2 10 10 2 8 8 2 10 2 left_child=7 3 -3 4 -2 -6 -5 15 9 10 27 12 -10 14 -13 16 21 19 -19 -18 -21 -1 24 -24 -14 26 -12 -9 29 -16 right_child=1 2 -4 6 5 -7 -8 8 11 -11 25 13 22 -15 28 -17 17 18 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=6.5410741287714465e-05 0.00048316161056322706 -0.0028258820429014004 0.027182374903976025 -0.0034542626221436314 0.0050954422284204695 0.022822448931287757 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73144 80320 79514 427599 190634 130865 78716 52149 20232 59769 35453 4626 30827 23922 7578 45526 77514 64668 is_linear=0 shrinkage=0.01 Tree=720 num_leaves=31 num_cat=0 split_feature=10 1 1 1 1 1 10 10 1 1 10 10 28 2 2 10 10 10 1 10 1 1 10 1 2 1 10 1 1 1 split_gain=11.7053 18.7661 23.5344 19.5623 14.9347 14.7506 12.7454 11.7433 22.4851 12.8463 13.9218 32.4684 11.763 11.0167 14.1608 11.2769 19.8414 10.9552 20.639 21.0404 21.3413 19.5859 24.2587 20.3677 15.5117 17.6017 12.8144 11.9894 28.0697 49.9128 threshold=5.2550000000000008 -287.49999999999994 -289.49999999999994 -282.49999999999994 -64.499999999999986 -40.499999999999993 6.1550000000000011 3.2350000000000008 -218.49999999999997 -64.499999999999986 2.5250000000000004 2.5650000000000004 1.0000000180025095e-35 0.13069358178053828 0.16291708796764406 2.4250000000000003 2.8050000000000002 5.3150000000000004 -253.49999999999997 5.285000000000001 -255.49999999999997 -89.499999999999986 5.285000000000001 -125.49999999999999 0.66510903426791279 -108.49999999999999 5.2750000000000012 -65.499999999999986 -56.499999999999993 -57.499999999999993 decision_type=8 8 10 8 10 10 10 10 10 8 10 10 2 2 2 10 10 10 10 10 10 10 10 10 2 8 10 8 10 10 left_child=4 2 -2 -3 7 -6 -4 9 12 10 -1 -12 -9 15 -15 -11 -17 18 19 20 -5 22 23 26 -25 -26 -20 -19 29 -29 right_child=1 3 6 17 5 -7 -8 8 -10 13 11 -13 -14 14 -16 16 -18 27 21 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=-0.0027888610671685898 0.00169264291316963 -0.0072826231467997505 0.0019728865489612732 0.0031558608598911565 0.0010440840518288091 -0.0005934732491309695 0.017523660299690207 -0.0019157240715107322 -4.601526059404693e-05 0.0021823049781045222 0.0079824503593045378 -0.00065587400554346182 0.0015022393409154914 0.011889105844930883 0.0013120785280258289 -0.0087591687580248004 -6.9126646049462478e-05 0.00044031176456989837 -3.7778515276973362e-05 -0.0068586719482436921 0.016472095590920121 0.00082383762088567513 0.0065235402369588644 -0.0037084148380157754 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14.8855 13.0207 12.111 12.6642 12.5902 11.2139 10.7389 9.15053 9.12452 9.09973 8.86722 threshold=0.99998801946640026 3.9827746149967433e-06 -8.4999999999999982 0.0038593490608036002 0.99188911914825451 5.9630792748066607e-07 313.50000000000006 -37.499999999999993 0.88478556841388711 193.50000000000003 1.0000000180025095e-35 0.0017540019471198002 0.52217305801376612 0.78297101449275375 1.0000000180025095e-35 15.500000000000002 0.37529342723004699 -122.49999999999999 1.0000000180025095e-35 -304.49999999999994 96.500000000000014 -111.49999999999999 0.18142633228840127 0.17416582406471184 78.500000000000014 0.071750321750321713 -10.499999999999998 -317.49999999999994 0.24328334268987087 1.0000000180025095e-35 decision_type=2 2 8 2 2 2 2 8 2 2 2 2 2 2 2 2 2 10 2 10 2 10 2 2 2 2 10 10 2 2 left_child=1 5 4 -4 11 -1 -6 -8 9 10 28 -3 -12 -7 15 -13 -16 18 19 20 -18 22 23 -19 -20 -22 -23 -15 -5 -30 right_child=-2 2 3 8 6 13 7 -9 -10 -11 12 14 -14 27 16 -17 17 21 24 -21 25 26 -24 -25 -26 -27 -28 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9.3250363544793782 1925.8724331315607 229.30368065927178 207.62163409683853 12.524270365014674 106.6275083180517 608.53910898417234 2.6821239013224831 2858.5405828980729 22.965008955448866 3.706733711063861 4.2467044647783032 44.469202814623713 8.0642031542956811 38.903041813115124 428.49825823190622 569.20782371470705 leaf_count=277079 90601 126117 42017 1264 12582 84140 151 68 2145 1316 7715 4107 599 4004 13760 2193 1727 76 803 5265 28 21566 208 21 46 521 56 17404 7488 9445 internal_value=0 -0.000267611 3.9993e-05 -0.000967496 0.000278572 -0.00645168 0.00238677 -0.00586675 -0.000493186 -0.000744115 -0.000955464 0.000147028 0.000557098 -0.00419868 0.000331315 0.00138225 0.000186973 0.000490441 -0.000453519 -1.98237e-05 0.00200957 0.000806909 0.00632793 0.0130892 -0.00383045 -0.00273428 0.000731418 -7.69593e-05 -0.00161309 -0.0013498 internal_weight=0 11405.4 10864.9 2080.26 8784.69 540.437 515.941 24.0449 1749.37 1631.15 1549.25 8268.74 469.465 236.519 6603.27 797.415 5805.86 3879.99 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42.500000000000007 11.500000000000002 1.0000000180025095e-35 0.047394429469901155 0.82875939849624081 283.50000000000006 0.68457101658255237 0.31601439496176342 29.500000000000004 49.500000000000007 10.500000000000002 0.65235814296241723 0.66536458333333337 0.65582584170632829 decision_type=8 2 8 2 2 10 10 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 left_child=2 3 5 14 12 6 -1 -8 -9 11 -7 -6 13 -5 17 -16 -17 -2 19 -19 -20 22 23 24 -3 26 -26 -23 29 -29 right_child=1 21 -4 4 9 10 7 8 -10 -11 -12 -13 -14 -15 15 16 -18 18 20 -21 -22 27 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.00032149852209683742 0.0001362786507767907 0.013964749789618891 0.014513811778068155 0.067933159413856067 0.017283053733853925 0.00014085389721181225 -0.0035554345862649629 0.010859665116201478 -0.0014141799728498441 -0.01120022553291191 -0.0079240376963077685 0.039471364385220045 -0.0057744639880161468 0.0050956302857150986 -0.0033209167562208582 0.13013708281829112 -0.010069218886278444 -0.012124567792610726 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850 25 internal_value=0 -0.00120894 8.24848e-05 0.000646467 0.00717929 7.56852e-05 -0.00109678 -0.00288303 0.00236383 0.0186821 0.000133239 0.0212371 -0.00303904 0.0183504 0.000221759 -0.00295894 0.0691533 0.000841634 0.00656795 0.00586054 0.0443055 -0.00262666 -0.00238998 -0.00193565 0.0564803 0.0792456 0.109443 -0.00845758 0.00660808 0.342875 internal_weight=0 760.442 10988 329.378 20.1062 10982.9 513.896 227.444 25.8368 9.45859 10469 8.71356 10.6476 1.20729 309.272 50.4423 0.251935 258.829 28.3856 27.8633 0.522308 431.064 414.25 373.707 1.02979 0.670674 0.422406 16.8147 2.69711 0.0566684 internal_count=734512 83627 650885 33955 1928 650613 55232 24730 1895 334 595381 272 1594 123 32027 17247 97 14780 2546 2493 53 49672 45391 32917 208 134 66 4281 902 52 is_linear=0 shrinkage=0.01 Tree=723 num_leaves=31 num_cat=0 split_feature=10 1 1 1 4 1 1 1 10 10 10 28 6 6 1 6 10 1 6 10 10 24 10 10 1 10 6 6 6 4 split_gain=11.4742 18.4273 23.1767 19.1817 17.7318 30.3516 26.3194 19.6884 21.6664 30.9869 16.3675 19.9503 15.5628 15.4888 14.8645 13.9274 12.5499 12.5248 13.3837 16.2311 12.1205 10.5781 10.3922 18.9794 14.6135 12.7728 13.0763 11.3026 16.0732 11.341 threshold=5.2550000000000008 -287.49999999999994 -289.49999999999994 -282.49999999999994 20.500000000000004 -11.499999999999998 -95.499999999999986 -9.4999999999999982 4.705000000000001 4.6750000000000007 3.6950000000000007 1.0000000180025095e-35 416.50000000000006 158.50000000000003 -26.499999999999996 1.5000000000000002 6.1550000000000011 -79.499999999999986 1.5000000000000002 5.1350000000000007 5.5050000000000008 1.0000000180025095e-35 2.5250000000000004 2.5650000000000004 -89.499999999999986 1.635 97.500000000000014 52.500000000000007 1.0000000180025095e-35 27.500000000000004 decision_type=8 8 10 8 8 8 10 8 10 8 10 2 2 2 10 2 10 10 2 10 10 2 10 10 10 10 2 2 2 8 left_child=4 2 -2 -3 5 17 10 -7 9 -9 13 -12 21 15 20 -6 -4 18 19 -1 -14 -5 25 24 -24 26 -8 28 -25 -30 right_child=1 3 16 12 6 7 22 8 -10 -11 11 -13 14 -15 -16 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1425.18 57.373 1320.64 22.9972 414.986 206.994 116.877 51.331 3791.87 3722.65 3335.27 64.6735 387.38 163.878 3270.59 2721.24 1486.47 internal_count=734512 345271 30306 314965 389241 47437 341804 10072 9985 6189 190718 128955 311511 61763 8943 57257 1283 37365 20330 8305 8797 302568 151086 142167 836 8919 3277 141331 96738 58014 is_linear=0 shrinkage=0.01 Tree=724 num_leaves=31 num_cat=0 split_feature=4 10 4 2 2 2 6 2 10 6 6 10 4 13 10 6 2 10 6 10 10 10 28 3 10 6 2 3 4 24 split_gain=11.326 10.7475 17.3813 16.5186 17.6971 27.9411 19.2762 17.9787 16.4742 14.4187 14.3156 12.8989 12.3485 11.5333 11.2511 11.0854 10.9718 10.7947 22.6813 9.54835 13.4896 9.42746 9.44179 10.9257 9.42665 9.29235 17.2166 11.243 8.9289 8.83009 threshold=42.000000000000007 5.2550000000000008 20.500000000000004 0.8257418909592823 0.50151515151515158 0.49184758529020828 3.5000000000000004 0.41476388168137007 4.1150000000000011 416.50000000000006 193.50000000000003 3.5950000000000002 29.500000000000004 1.0000000180025095e-35 5.2350000000000012 211.50000000000003 0.95209409064830763 1.3650000000000004 103.50000000000001 6.1150000000000011 6.0750000000000011 5.1750000000000007 1.0000000180025095e-35 0.88847429519071319 2.5250000000000004 1.5000000000000002 0.12135372415746247 0.85323593936976472 18.500000000000004 1.0000000180025095e-35 decision_type=10 8 8 2 2 2 2 2 10 2 2 10 8 2 10 2 2 10 2 10 10 10 2 2 10 2 2 2 10 2 left_child=1 2 8 4 5 7 -7 21 10 16 -1 15 -5 -6 -14 -9 29 18 -8 20 -18 -4 -23 -24 -19 26 -10 -28 -29 -3 right_child=-2 9 3 12 13 6 17 11 25 -11 -12 -13 14 -15 -16 -17 19 24 -20 -21 -22 22 23 -25 -26 -27 27 28 -30 -31 leaf_value=-0.00035109378427534499 0.014087809723435625 0.00060400392974541747 5.158688648322586e-05 -0.0011758640193699683 -0.0013335699351491404 0.00236611095106927 0.0026636463844602492 -0.0010729640367535165 -0.00610166585252563 -0.0039619544941322023 0.011517216135836832 -0.0034680051516055581 0.0023786340331563788 0.0099949232997971604 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25829 74 7216 3032 10870 575 26523 11875 516 182 1027 10808 436 16 4016 79 13468 864 99 8778 21216 11771 452 78 202 internal_value=0 -7.94944e-06 -0.000243728 -0.000107516 -0.000243007 3.37651e-05 0.00167995 -0.000309052 -0.00199064 0.000380306 0.000294773 -0.00210453 0.00169167 -0.00125768 0.00259911 -0.00017736 0.000455162 -0.00161209 0.0167833 -0.00109375 2.17148e-05 -6.46901e-05 -0.00231255 0.00648624 -0.00201077 -0.00335495 -0.00186733 0.000329923 0.0115248 0.000617603 internal_weight=0 11740.4 7304.56 6776.2 6301.64 4951.12 853.357 4097.76 528.359 4435.89 197.506 490.89 474.558 1350.52 360.482 203.4 4360.71 147.187 3.12234 413.916 268.885 3606.87 177.399 11.4113 144.065 330.853 185.047 121.829 8.35582 3946.8 internal_count=734512 734205 389232 341795 324885 239812 35133 204679 47437 344973 10888 34766 16910 85073 12057 8243 334103 9304 90 14903 10887 169913 14431 963 9214 36549 15333 12301 530 319200 is_linear=0 shrinkage=0.01 Tree=725 num_leaves=31 num_cat=0 split_feature=40 38 2 2 6 6 28 2 6 6 3 3 3 6 6 6 3 6 6 6 6 2 3 2 6 2 47 3 3 2 split_gain=8.08315 7.39913 7.77414 8.85779 9.28144 6.80425 7.50171 6.30422 6.03544 10.0942 6.02839 15.7013 11.992 15.9379 44.6077 9.03184 16.574 19.6172 10.9684 9.44487 8.75955 16.1994 28.8928 14.0095 11.8984 9.13034 9.46317 11.7136 9.1075 8.25764 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.30032679738562096 0.24536878216123498 1.5000000000000002 416.50000000000006 1.0000000180025095e-35 0.17677696078431374 340.50000000000006 328.50000000000006 0.8185736677115989 0.68783602150537648 0.66536458333333337 14.500000000000002 45.500000000000007 77.500000000000014 0.8238526179702651 107.50000000000001 100.50000000000001 103.50000000000001 3.5000000000000004 0.49882629107981225 0.48492424242424242 0.41476388168137007 1.0000000180025095e-35 0.41202270381836947 1.0000000180025095e-35 0.6401754385964914 0.65465367965367982 0.40553289138194804 decision_type=2 2 2 2 2 2 2 2 2 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 8 7 -7 9 10 11 12 20 -14 -15 -12 17 19 -18 -17 21 23 -23 25 -24 26 27 -1 -28 -22 right_child=-2 2 -4 4 -6 6 -8 -9 -10 -11 15 -13 13 14 -16 16 18 -19 -20 -21 29 22 24 -25 -26 -27 28 -29 -30 -31 leaf_value=0.00066418851537505656 -0.0082006627703174635 0.0037769561438377132 -0.0010826765413082394 0.022630431480867644 -0.0017808792444540991 -0.005610135279590484 -0.010785934861290812 -0.00051267947646625538 0.0026696133721449632 -0.0075236764631733503 0.00026795212498848675 -0.0011330123429648734 0.00028160280277270941 0.0087935510635471885 -0.00060403035266982995 0.02801778479931041 0.0058047925785067404 0.00077035263510917811 0.0006573304690723655 0.072907651302608956 0.000510095770322828 -3.1332829750214092e-05 0.00058310106672127601 -0.0024392994101968264 0.0029239129342137084 0.012580896185856566 -0.00052630823378559154 0.0078676215353787691 -0.0090656768937267193 -0.00080867595827187474 leaf_weight=483.69573581597069 12.010320638597475 34.882606188300997 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0.8257418909592823 0.50151515151515158 0.49184758529020828 4.5000000000000009 0.41476388168137007 4.705000000000001 0.53311403508771937 416.50000000000006 3.5950000000000002 29.500000000000004 1.0000000180025095e-35 5.2350000000000012 4.6750000000000007 16.500000000000004 12.500000000000002 211.50000000000003 0.95209409064830763 1.0000000180025095e-35 5.705000000000001 0.60078125000000016 1.0000000180025095e-35 1.0000000180025095e-35 5.1750000000000007 1.0000000180025095e-35 1.3650000000000004 103.50000000000001 decision_type=10 8 8 2 2 2 2 2 2 10 2 2 10 8 2 10 10 10 2 2 2 2 10 2 2 2 10 2 10 2 left_child=1 2 3 9 5 6 8 -8 26 10 16 20 19 -6 -7 -15 25 -18 -19 -10 -3 22 -22 -11 -25 -1 -4 -28 29 -9 right_child=-2 11 4 -5 13 14 7 28 12 23 -12 -13 -14 15 -16 -17 17 18 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=0.0053300733263311004 0.014077078268696376 0.00061045618583745827 5.1283258957244432e-05 -0.0035114832442829187 -0.0011612860880694878 -0.0013172328773960928 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11.631886675721033 8.2153923739097081 10.662473770324141 0.77132795308716495 165.81037094100611 11.435820143669842 129.18313028151169 0.68389647896401573 leaf_count=4467 307 319200 155482 32927 4853 84557 26437 67 7216 5956 2676 10870 26523 11875 516 182 38 46 7 1027 5385 9148 370 1050 219 51 13468 963 8613 16 internal_value=0 -7.87067e-06 -0.000241253 -0.00197168 -0.000106445 -0.00024084 3.21157e-05 0.00164617 -0.000304174 0.00143488 0.00378116 0.00037633 -0.00207247 0.00167753 -0.00124199 0.00257536 0.00646138 0.0285706 0.00821895 -0.000161275 0.000449968 -0.00108002 0.0039535 -0.00242697 0.00374318 0.00573859 -6.38881e-05 -0.00229223 -0.00181019 0.0157752 internal_weight=0 11738 7302.26 527.76 6774.5 6299.9 4950.25 853.55 4096.7 164.292 102.2 4435.75 490.086 474.6 1349.65 360.565 68.1153 2.15632 1.23347 203.3 4360.84 414.004 61.0922 62.092 18.8779 65.959 3606.61 177.246 131.987 2.80406 internal_count=734512 734205 389232 47437 341795 324885 239812 35133 204679 14510 7285 344973 34766 16910 85073 12057 4609 91 53 8243 334103 14903 5755 7225 1269 4518 169913 14431 8696 83 is_linear=0 shrinkage=0.01 Tree=727 num_leaves=31 num_cat=0 split_feature=5 2 1 1 1 4 2 1 1 5 28 1 3 1 3 1 3 2 2 18 1 3 47 2 1 1 40 1 1 5 split_gain=11.528 19.4463 21.0204 11.7644 15.9075 10.4418 9.79617 13.1939 19.0955 13.5176 11.9234 12.7432 11.2329 10.6959 9.92175 9.25635 36.5202 18.9877 17.2201 13.6169 26.8488 12.735 11.2306 11.1753 10.7196 8.55634 7.72181 7.36501 16.6368 17.3538 threshold=3.5000000000000004 0.2573593073593074 -19.499999999999996 -351.49999999999994 -356.49999999999994 42.000000000000007 0.12560679611650488 -35.499999999999993 -36.499999999999993 4.5000000000000009 1.0000000180025095e-35 -34.499999999999993 0.79187293729372954 -210.49999999999997 0.85323593936976472 -62.499999999999993 0.21483516483516482 0.69789381307591059 0.69261053906723202 1.0000000180025095e-35 -31.499999999999996 0.42124060150375936 1.0000000180025095e-35 0.57919331037875066 -60.499999999999993 -358.49999999999994 1.0000000180025095e-35 -41.499999999999993 -49.499999999999993 1.5000000000000002 decision_type=8 2 10 8 10 8 2 10 10 8 2 10 2 8 2 10 2 2 2 2 10 2 2 2 10 10 2 8 10 10 left_child=5 3 15 4 25 26 7 8 9 13 11 -8 -13 -5 -12 17 22 18 -3 24 21 23 -17 -21 -18 -2 27 28 -1 -30 right_child=1 2 -4 6 -6 -7 10 -9 -10 -11 14 12 -14 -15 -16 16 19 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0001147596042368936 0.0018113691585266158 -0.0023038519324121141 0.026290462755372866 0.0017951762436299937 0.016710676244904049 0.014472132777545027 0.0012475159002798527 -0.01298589242540941 0.017017090809890233 0.0016610141628970018 0.013085453311600867 0.021337868330775098 -0.015726700364930221 -0.0055838805522136475 0.064796537023360495 -0.01600313961113016 0.0050335905834432114 -0.0073650592701433697 0.025630985974606793 0.089314762091909541 0.12510512700134771 -0.008236680732016775 0.011990651808622289 -0.010366725596759226 -0.0080197299756633294 -0.046880373433487617 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13.746 9.99127 threshold=0.99998801946640026 3.9827746149967433e-06 0.49114476144313818 5.9630792748066607e-07 5.9105306718265645e-05 423.50000000000006 1074.5000000000002 2.8912609195685949e-05 42.000000000000007 0.73368794326241138 0.78297101449275375 0.9982588291168214 0.75103305785123975 0.56270695364238421 0.99999946355819713 1.0000000180025095e-35 0.68783602150537648 124.50000000000001 25.500000000000004 28.500000000000004 1.0000000180025095e-35 0.80969148222669363 0.76506899055918665 29.500000000000004 309.50000000000006 0.20091743119266059 9.5000000000000018 0.94754041967664271 0.99147117657755979 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 10 10 2 2 2 10 2 2 10 2 2 10 left_child=1 3 4 -1 6 11 -3 -8 26 19 -5 21 13 -9 -2 16 -13 18 -18 -7 -20 22 -4 -23 25 -24 27 29 -29 -6 right_child=14 2 5 10 8 9 7 12 -10 -11 -12 15 -14 -15 -16 -17 17 -19 20 -21 -22 23 24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0081879200558377697 0.0055588626585703115 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6.6834104480221859 4.4130092579871407 33.928126577753574 25.006174833513796 2.4105999656021586 186.71429024171084 32.864185830578208 262.47407791297883 5.1185871846973887 39.686134655028582 6725.083691061358 30.880696918349713 20.96767286863178 107.28772916854359 leaf_count=277079 14094 94933 19198 84140 2694 104 363 59 21 66 21408 8455 22 11 76507 8812 253 65 1220 172 34 1445 234 2245 31 258 117590 393 279 2327 internal_value=0 -0.000265067 3.92448e-05 -0.00642436 -0.000280293 0.000769225 -0.0020501 0.0220963 -0.000146848 -0.00423927 -0.00416737 0.000849941 0.0640698 0.0360193 0.00860579 0.00213366 0.00072301 -0.00406841 -0.00237748 -0.00172655 -0.00423786 0.000612694 0.000375386 0.00182577 -0.00289483 -0.00372648 -0.00015557 -0.00166979 0.00265244 -0.00259943 internal_weight=0 11392.1 10855.7 536.348 7550.57 3305.15 529.404 2.17527 7021.17 52.4202 235.262 3252.73 0.673812 0.433574 349.415 507.375 230.896 47.4351 43.0221 40.1432 36.3387 2745.35 2296.16 449.188 77.6689 72.5503 7017.99 292.909 51.8484 241.061 internal_count=734512 643911 261284 382627 218692 42592 95388 455 123304 342 105548 42250 92 70 90601 18839 10027 1572 1507 276 1254 23411 19721 3690 523 492 123283 5693 672 5021 is_linear=0 shrinkage=0.01 Tree=729 num_leaves=31 num_cat=0 split_feature=5 2 10 10 10 10 2 4 2 10 4 38 40 2 2 2 2 2 10 0 10 2 10 10 0 2 5 2 5 10 split_gain=11.2811 19.0941 14.8179 17.2543 15.1683 12.6051 15.2617 19.1966 11.0326 10.9638 10.1524 9.84227 9.77266 9.60775 9.49579 15.9782 17.2412 16.0527 11.7977 21.6593 11.7866 9.35445 9.42621 12.8849 11.1717 10.0988 18.6952 9.23694 21.1716 10.5568 threshold=3.5000000000000004 0.2573593073593074 5.7250000000000005 5.3450000000000006 9.1600000000000019 5.4450000000000012 0.8257418909592823 29.500000000000004 0.21889880952380952 5.0150000000000006 27.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.30032679738562096 0.7696153846153847 0.31216397849462368 0.18142633228840127 0.33463541666666669 5.5750000000000011 1.0000000180025095e-35 9.8950000000000014 0.29963503649635043 5.4850000000000012 5.5150000000000006 1.0000000180025095e-35 0.29289318755256516 2.5000000000000004 0.16774891774891773 1.5000000000000002 9.8950000000000014 decision_type=8 2 8 10 10 8 2 10 2 8 8 2 2 2 2 2 2 2 10 2 10 2 10 10 2 2 10 2 10 10 left_child=5 2 3 -2 -4 6 11 -8 -5 -3 -6 12 -1 -13 15 16 27 18 19 -17 -16 22 24 -24 -18 -25 -27 29 -29 -7 right_child=1 9 4 8 10 14 7 -9 -10 -11 -12 13 -14 -15 20 17 21 -19 -20 -21 -22 -23 23 25 -26 26 -28 28 -30 -31 leaf_value=-0.00028195809132604803 0.00050866094768513097 -0.0051906971096287247 -0.0034416669731292316 0.0049724642482399314 -0.00023897917204194805 0.00075389472995197274 -0.0014121910993151446 0.0027227721224227851 0.016199469930796483 -0.001595347897791327 0.011513250724665233 0.0069190058141758862 -0.011031759870051418 -0.0021844842184856887 -0.00089520810622401308 0.0099177713995474565 -0.004893381208596728 0.001142312996007321 0.0013279914859491136 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592 16611 internal_value=0 -0.00118087 0.000632599 0.00251295 -0.00176418 8.04343e-05 -0.000140795 0.00148707 0.00718538 -0.00256976 0.00449147 -0.000262633 -0.000294767 0.0040156 0.00059966 0.000802129 9.57042e-05 0.00158965 0.00423196 0.00629805 -0.000830822 -0.0017717 -0.00128059 -8.52287e-05 -0.0035997 -0.000547284 0.0103591 0.000705525 0.00811293 0.000596264 internal_weight=0 758.093 328.79 184.245 144.546 10973.5 7694.92 535.825 55.3085 429.302 30.5646 7159.09 7105.72 53.3724 3278.62 2872.1 1514 1358.1 196.633 114.891 406.514 372.704 340.03 224.377 115.653 216.334 8.16936 1141.3 16.5896 1124.71 internal_count=734512 83627 33955 12257 21698 650885 427599 20713 4159 49672 14038 406886 404751 2135 223286 207073 105848 101225 8862 4839 16213 23825 21701 15717 5984 14973 1015 82023 1490 80533 is_linear=0 shrinkage=0.01 Tree=730 num_leaves=31 num_cat=0 split_feature=4 4 4 27 22 38 2 2 6 6 47 24 4 6 4 2 2 4 2 2 6 6 2 6 2 2 4 6 2 6 split_gain=10.8596 7.55248 11.4645 6.62827 6.51549 6.25768 7.22221 8.38747 8.48426 5.6576 5.26752 5.19354 4.75215 4.64398 8.52224 13.6903 35.069 47.4793 7.20085 4.48973 4.40701 5.8508 5.28267 4.90495 4.23192 5.20874 6.85331 3.88872 3.78186 3.72568 threshold=42.000000000000007 9.5000000000000018 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.30032679738562096 0.24536878216123498 1.5000000000000002 410.50000000000006 1.0000000180025095e-35 1.0000000180025095e-35 27.500000000000004 685.50000000000011 28.500000000000004 0.23132664437012262 0.2730095990965557 26.500000000000004 0.3322510822510823 0.073574521833273163 19.500000000000004 398.50000000000006 0.53311403508771937 252.50000000000003 0.24156877605153468 0.2573593073593074 29.500000000000004 336.50000000000006 0.8257418909592823 2.5000000000000004 decision_type=10 10 10 2 2 2 2 2 2 2 2 2 10 2 10 2 2 10 2 2 2 2 2 2 2 2 8 2 2 2 left_child=1 2 9 4 5 11 7 19 -9 10 -1 13 -13 -3 15 -15 17 -17 -18 -7 -12 22 23 -22 -14 -26 -27 -8 -5 -4 right_child=-2 3 29 28 -6 6 27 8 -10 -11 20 12 24 14 -16 16 18 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=0.0025060997956952435 0.014012878851732422 5.4542137453929038e-05 -0.0039557429179211219 -0.0065577954038089368 -0.010120376667131278 0.005250306824175998 -0.0017553461533877236 0.023042202790396753 -0.0012340865079482428 -0.01041884200604778 -0.0014720911390728713 -0.0078964829466799027 0.0045889687750694276 -0.0091728242067527343 -0.0052127371677439718 0.025326632951422904 -0.016439346764516825 0.22529123872156839 0.0075354807023562042 -0.0047839262055270788 0.0032521090610769694 0.069791523366449337 -0.0037115896654692664 -0.007762186299972015 0.046665411540611629 0.024688120677176996 -0.015405735572399767 0.025678347670071898 -0.033148579812577079 -0.0015125334620006801 leaf_weight=79.867284116102383 5.526967021636664 11001.01411591642 125.12212345149601 9.524696802371178 6.2866548676392986 28.577189764473587 23.771203773212623 4.8246062361868089 2.0518940579495393 5.0162649312405838 153.22367722907802 1.463967147108632 3.3616374451084994 6.6414396480540772 42.639794429764152 0.39470088650705193 1.4001973387203168 0.16983179614180699 11.898541789269073 5.2835904401144935 62.553923372994177 0.12482234160415728 16.939366537611932 4.3225525240413836 0.62549436470726538 1.5860030591138641 0.58305974042741571 0.5281798038049591 0.56668637966504398 124.5365644825215 leaf_count=9172 307 654859 11601 1387 327 451 1416 53 217 1138 13487 73 198 479 5408 48 363 29 1613 499 10156 27 2741 587 9 130 105 36 24 17572 internal_value=0 -7.67092e-06 -0.00112866 4.97906e-05 5.71268e-05 6.2872e-05 0.0031557 0.0057294 0.0157983 0.000118156 0.000284878 4.47044e-05 0.00829749 3.90205e-05 -0.00266515 0.00263258 0.00828816 0.0854832 0.00501122 0.00368458 -0.000463138 0.00137858 0.0012767 0.0025402 0.0121485 0.021242 0.0139106 -0.00115904 -0.00805101 -0.002737 internal_weight=0 11724.9 571.707 11153.2 11143.1 11136.8 65.0367 40.7373 6.8765 322.048 317.032 11071.8 7.62016 11064.2 63.1445 20.5047 13.8633 0.564533 13.2987 33.8608 237.164 83.9407 83.8158 66.8765 6.15619 2.79456 2.16906 24.2994 10.0914 249.659 internal_count=734512 734205 66481 667724 666313 665986 2672 1220 270 37308 36170 663314 515 662799 7940 2532 2053 77 1976 950 26998 13511 13484 10743 442 244 235 1452 1411 29173 is_linear=0 shrinkage=0.01 Tree=731 num_leaves=31 num_cat=0 split_feature=11 11 1 10 10 11 11 11 11 4 10 10 10 11 3 3 1 1 3 10 10 4 3 4 4 11 3 10 3 3 split_gain=263.624 210.571 25.4637 41.6856 25.7962 25.6111 24.0219 21.3294 20.2724 18.8495 13.9332 14.9886 18.2977 15.5952 13.6463 13.1138 16.8289 20.0162 14.3749 12.7736 13.6736 12.5881 12.4557 12.4163 14.8822 14.3103 12.527 12.1052 31.1153 13.8212 threshold=0.99998801946640026 3.9827746149967433e-06 -8.4999999999999982 3.9350000000000005 3.9350000000000005 0.99641901254653942 0.98303884267807018 6.6738297732626972e-07 0.007890905253589103 20.500000000000004 5.7950000000000008 4.9450000000000012 4.6750000000000007 0.99991196393966686 1.0000000180025095e-35 0.86984754376058737 -64.499999999999986 -39.499999999999993 0.22257107971393683 3.7550000000000003 3.7250000000000005 26.500000000000004 0.87577160493827166 9.5000000000000018 6.5000000000000009 0.92614999413490307 0.9566262541806021 4.705000000000001 0.99938118811881205 0.60535266738274263 decision_type=2 2 8 10 10 2 2 2 2 8 10 10 10 2 2 2 10 10 2 8 8 10 2 8 10 2 2 10 2 2 left_child=1 7 4 6 5 15 9 -1 -5 14 11 12 -10 -13 -4 16 -3 18 21 20 -8 -18 -17 24 -6 26 -26 28 -14 -29 right_child=-2 2 3 8 23 -7 19 -9 10 -11 -12 13 27 -15 -16 22 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 29 -30 -31 leaf_value=-0.0081042514615515433 0.0085926711360125689 -0.001538725557408579 0.015188739329043657 -0.0056613958555068412 0.00073540579625395693 0.0044324774617871847 0.0020985423695938782 -0.0040509062652686317 -0.0030338644420559641 -0.00075155936194164848 0.0022670572429677161 -0.0041500462423482857 0.0050629608764758346 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28927 142 36727 5217 4449 5613 97836 2670 13480 817 4553 133 60 637 353 240 6847 9908 5452 10 2311 3901 122274 3954 538 376 1036 15 644 internal_value=0 -0.000262579 3.87985e-05 -0.000957079 0.00027444 -0.000455349 0.000143283 -0.0064003 -0.00278172 -0.000449754 -0.0018804 -0.00244514 -0.00107483 -0.00453426 0.00528689 -0.000623245 -0.000850083 5.57536e-05 0.00104765 0.0032708 0.00189089 0.00325774 0.00129281 0.000677278 -0.00106845 -0.00323939 -0.00475925 0.00187921 0.0112128 0.000850492 internal_weight=0 11383.6 10850.8 2076.22 8774.62 3120.85 1295.16 532.802 781.058 1088.72 594.868 523.575 316.183 207.392 54.4149 3017.21 2697.82 1165.17 740.864 206.442 157.862 210.628 319.39 5653.77 380.03 172.467 134.909 126.074 12.516 113.558 internal_count=734512 643911 261284 71989 189295 56936 25334 382627 46655 14259 9928 9111 4498 4613 779 52487 48233 19306 12459 11075 5623 2551 4254 132359 10085 4868 4330 1828 148 1680 is_linear=0 shrinkage=0.01 Tree=732 num_leaves=31 num_cat=0 split_feature=11 11 1 10 11 10 11 11 11 5 11 0 13 10 1 10 10 5 5 5 1 11 0 10 1 1 10 1 1 5 split_gain=260.54 207.758 24.9784 41.2276 30.0535 25.2817 25.1849 21.3065 18.5913 13.9155 15.4208 15.4114 13.2486 20.0263 12.4384 14.7386 20.6283 13.8068 13.4794 13.1717 16.429 11.2635 11.2048 11.0614 11.6723 11.024 91.3083 16.4442 14.208 10.7777 threshold=0.99998801946640026 3.9827746149967433e-06 -8.4999999999999982 2.4250000000000003 0.007890905253589103 3.9350000000000005 0.99641901254653942 5.9630792748066607e-07 0.98303884267807018 1.5000000000000002 0.76014459133148204 1.0000000180025095e-35 1.0000000180025095e-35 5.2650000000000006 -84.499999999999986 2.7550000000000003 2.5250000000000004 2.5000000000000004 1.5000000000000002 1.5000000000000002 -32.499999999999993 0.00050369312521065005 1.0000000180025095e-35 2.8950000000000005 -361.49999999999994 -58.499999999999993 5.995000000000001 -53.499999999999993 -61.499999999999993 1.5000000000000002 decision_type=2 2 8 10 2 10 2 2 2 10 2 2 2 10 10 8 10 10 10 10 10 2 2 10 10 10 10 10 10 10 left_child=1 7 5 8 -5 6 14 -1 -4 10 11 12 -7 -14 15 16 -3 19 -18 -16 21 -21 -23 24 -17 28 -27 -28 -12 -6 right_child=-2 2 3 4 29 9 -8 -9 -10 -11 25 -13 13 -15 17 23 18 -19 -20 20 -22 22 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.0081573512267251215 0.008579579336452068 -0.0020815379628003157 0.00074715978128924061 -0.0045371708354524963 -0.0016217410085991905 0.0010162409537314838 0.0044062244983927631 -0.0041164741105234031 0.0060371698528094197 -4.3218881699495937e-05 0.0025925922920091728 -0.00067542710690009916 0.0061133399089457066 0.042742411264006866 -0.00037625569955537194 0.0071791272817807892 0.0061750146283142205 -0.0048004493814380227 -0.0052756655295273219 -0.0027118678785160687 -0.0074419807395279362 0.0022704235683821353 0.0077203572057166405 -0.0013856955651409325 -0.0045527682253339637 0.003583480766263099 -0.016764056089239657 -0.0037984748912259403 0.0084205282990856452 0.00041111815346600946 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3.9827746149967433e-06 -8.4999999999999982 3.9350000000000005 3.9350000000000005 0.99641901254653942 0.98303884267807018 5.9630792748066607e-07 0.007890905253589103 416.50000000000006 0.76014459133148204 6.1150000000000011 -58.499999999999993 -53.499999999999993 6.1550000000000011 -49.499999999999993 181.50000000000003 1.0000000180025095e-35 1.0000000180025095e-35 -88.499999999999986 5.7250000000000005 4.9450000000000012 4.6750000000000007 0.99991196393966686 9.2600000000000016 113.50000000000001 0.45244745943069969 0.88478556841388711 24.500000000000004 -68.499999999999986 decision_type=2 2 8 10 10 2 2 2 2 2 2 10 10 10 10 10 2 2 2 10 10 10 10 2 10 2 2 2 2 10 left_child=1 7 4 6 5 -3 25 -1 -5 10 17 28 14 -14 -13 -15 -16 -6 24 -20 21 22 -10 -23 -19 27 -27 -4 -12 -30 right_child=-2 2 3 8 9 -7 -8 -9 20 -11 11 12 13 15 16 -17 -18 18 19 -21 -22 23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.0081420676378641012 0.008566404106124012 -0.00061123174027023406 -0.0011284938016477063 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262.51336449780501 78.244839893653989 195.86410360829905 126.09476284077391 4.0751463770866385 3.3311846300493917 68.282924823230132 31.253622500924394 77.693559636129066 88.46625405177474 74.156927356496453 leaf_count=277079 90601 52487 11836 36727 99118 4449 11075 105548 2670 3695 6736 1319 147 316 3496 476 69 8005 3416 4423 909 4461 1828 60 65 950 564 909 535 543 internal_value=0 -0.000257689 3.80453e-05 -0.00094004 0.000269054 -0.00044668 0.000146616 -0.00635371 -0.00274558 0.00066378 0.000738672 0.00171611 -2.86303e-05 -0.00579275 0.00166724 -9.76684e-05 0.000505112 0.000470083 -0.000717382 0.00109205 -0.00185501 -0.00244553 -0.00105482 -0.00464283 -0.00221521 -0.000437088 0.00299714 -0.000782939 0.00257699 6.40068e-05 internal_weight=0 11370 10843.9 2071.83 8772.06 3118.13 1293.4 526.066 778.428 5653.93 5556.68 1197.78 395.735 89.9621 305.773 59.5097 266.059 4358.91 878.039 397.657 594.086 515.841 315.902 199.939 480.382 1087.91 99.5365 988.377 802.041 162.623 internal_count=734512 643911 261284 71989 189295 56936 25334 382627 46655 132359 128664 13637 5823 939 4884 792 3565 115027 15909 7839 9928 9019 4498 4521 8070 14259 1514 12745 7814 1078 is_linear=0 shrinkage=0.01 Tree=734 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 5 11 6 6 3 4 6 0 4 3 1 6 11 3 5 6 1 1 1 11 1 3 4 1 3 split_gain=254.474 202.229 24.0345 23.1214 22.9151 22.0588 21.2466 13.7606 12.9837 16.2463 12.2264 11.6172 13.0689 11.6115 21.269 14.8652 15.353 14.8787 10.1518 11.6956 27.6798 10.4717 9.78355 9.32761 9.13267 8.96245 8.93759 8.84657 11.0976 10.2796 threshold=0.99998801946640026 3.9827746149967433e-06 -8.4999999999999982 0.0038593490608036002 0.99188911914825451 3.5000000000000004 5.9630792748066607e-07 50.500000000000007 313.50000000000006 0.64733893557422983 42.000000000000007 193.50000000000003 1.0000000180025095e-35 19.500000000000004 0.27320574162679429 -11.499999999999998 14.500000000000002 0.013544866815209352 0.78297101449275375 6.5000000000000009 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11.2179 10.0332 11.111 16.1832 9.87687 15.1185 10.3644 9.26359 9.16227 9.09172 37.2174 29.8905 22.5658 9.07823 9.06675 10.936 9.96129 9.0486 9.04838 threshold=0.99998801946640026 3.9827746149967433e-06 0.00013046689127800003 6.6738297732626972e-07 -37.499999999999993 3.5000000000000004 0.99188911914825451 0.87596153846153857 -348.49999999999994 -344.49999999999994 -364.49999999999994 0.12629276514053342 0.8185736677115989 -358.49999999999994 1.0000000180025095e-35 5.5000000000000009 -35.499999999999993 -24.499999999999996 0.92614999413490307 0.99999946355819713 0.62532051282051293 -61.499999999999993 0.21483516483516482 0.007890905253589103 0.92614999413490307 0.78297101449275375 6.5000000000000009 -317.49999999999994 1.0000000180025095e-35 -49.499999999999993 decision_type=2 2 2 2 8 10 2 2 10 10 10 2 2 10 2 10 10 10 2 2 2 10 2 2 2 2 8 10 2 10 left_child=1 3 8 -1 5 6 29 11 -3 10 18 15 13 -12 24 17 -17 -6 -7 -2 -11 -22 23 -23 -15 -5 27 -27 -25 -4 right_child=19 2 4 25 7 9 -8 -9 -10 20 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11.056894186418502 1557.2686068504117 12.344949590042232 7.8776738247834146 1.5808930490165956 13.551628316519784 3.9379156855866304 127.48799618333578 1.2336759218014766 262.52159512322396 83.214450800791383 2.2496616747230318 12.042429354507474 1.4386696740984941 1.3190616555511949 8.6493287531775405 0.27368185960221936 36.915743807912804 18.561033668462187 843.27158322837204 leaf_count=284791 14094 30570 64539 77889 25235 369 10262 3096 85703 5340 108 21778 101 172 9 329 67 2054 12 76507 1422 28 268 11 13 3774 74 16099 553 9245 internal_value=0 -0.000252879 3.7311e-05 -0.0063069 0.000164521 0.000426525 0.000559016 -0.00053154 -0.001692 -0.0013454 0.00345567 -0.000727621 0.00837388 0.00429997 -0.00292538 -0.00153976 0.00591074 -0.00166903 -0.0058069 0.00853984 -0.00189404 -0.00429232 0.00447459 0.0113432 -0.00800587 -0.00395271 5.26852e-06 -0.000373279 0.00796558 0.000407534 internal_weight=0 11356.8 10837.3 519.468 10094.7 7334.09 6823.86 2760.62 742.579 510.237 52.328 2582.76 34.1795 21.8345 10.7776 1025.49 17.4895 1008 18.1485 334.885 457.909 117.506 34.2918 22.2494 9.19674 220.383 45.8388 45.5651 19.9997 6426.01 internal_count=734512 643911 261284 382627 145011 92452 84046 52559 116273 8406 784 49463 403 302 194 27685 396 27289 381 90601 7622 2282 860 592 185 97836 19947 19873 564 73784 is_linear=0 shrinkage=0.01 Tree=736 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 6 6 2 2 2 2 5 6 0 6 18 11 11 2 6 2 11 4 11 2 11 2 5 5 6 split_gain=248.54 196.833 23.4014 21.1866 16.4687 12.6271 10.7041 14.8576 9.88582 11.5569 28.0603 37.5357 89.2234 14.4937 13.2776 35.0285 13.3717 47.792 10.4004 14.0655 9.32778 9.19157 9.13845 8.85172 8.79075 29.0496 8.39516 7.86131 7.77172 58.8141 threshold=0.99998801946640026 3.9827746149967433e-06 0.00013046689127800003 5.9630792748066607e-07 0.96394401788711548 340.50000000000006 313.50000000000006 0.26699669966996703 0.73368794326241138 0.3046129374337222 0.21889880952380952 3.5000000000000004 416.50000000000006 1.0000000180025095e-35 761.50000000000011 1.0000000180025095e-35 1.1376555448805449e-05 1.9484248696244325e-05 0.78596059113300509 441.50000000000006 0.24536878216123498 0.99999946355819713 42.000000000000007 0.00010596349238765002 0.29289318755256516 5.3814124839846052e-05 0.58847248576850109 2.5000000000000004 6.5000000000000009 388.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 8 10 2 left_child=1 3 5 28 22 -3 -6 -8 9 10 23 14 -13 -11 15 24 -16 -18 19 -10 -19 -2 -4 -7 -12 -26 -5 -9 -1 -30 right_child=21 2 4 26 6 8 7 27 18 13 11 12 -14 -15 16 -17 17 20 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.0083391001980931204 0.0053639534405481772 -0.0019021487413822338 2.0886574848212772e-06 -0.0029552503829697254 0.0013933578495603962 -0.0040141612033108131 -0.013793995615813093 0.0016507833547294692 0.17933165979692844 -0.0032642582680017609 -0.010056258291184046 0.31436027432355651 -0.01005013575893827 0.076976475062065994 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28949 964 65 295 25 3145 357 23 48 37 69 13 29 27 81 32 48 76507 39 44 67 13 22248 19 9268 17 internal_value=0 -0.000250499 3.69446e-05 -0.00628339 0.000162901 -0.00167787 0.00122454 -0.00374306 0.00591636 0.00457959 0.0135226 0.0369411 0.135835 -0.0017306 0.0250428 0.0104244 0.0569408 0.0792504 0.0406908 0.0852634 0.0298652 0.00852645 9.20595e-06 -0.000620196 0.000723319 0.0446795 -0.00401887 -0.000219361 -0.00809578 0.00304381 internal_weight=0 11350.6 10834.4 516.217 10093.1 741.355 1276.4 41.951 21.2666 20.4793 8.47223 3.19001 0.342585 12.0071 2.84743 1.95258 0.894845 0.671262 0.787244 0.314418 0.499988 332.072 8816.67 5.28221 1.85526 0.365372 229.484 31.0614 286.733 6.12907 internal_count=734512 643911 261284 382627 145011 116273 29328 379 5022 4884 1702 694 71 3182 623 450 173 104 138 57 75 90601 115683 1008 437 80 105548 314 277079 9285 is_linear=0 shrinkage=0.01 Tree=737 num_leaves=31 num_cat=0 split_feature=11 11 1 10 11 10 11 11 11 3 5 0 3 3 3 5 11 1 3 3 1 3 0 11 5 1 13 1 5 10 split_gain=245.622 194.183 23.2652 40.1739 28.6771 24.2765 23.8849 21.1525 18.022 14.9772 13.4907 14.7256 14.4058 32.727 15.0892 13.3719 15.6584 14.704 17.9129 19.3295 14.0154 16.4611 16.8876 15.7583 15.4625 13.3272 12.9992 12.9119 12.1701 10.6633 threshold=0.99998801946640026 3.9827746149967433e-06 -8.4999999999999982 2.4250000000000003 0.007890905253589103 3.9350000000000005 0.999200999736786 5.9630792748066607e-07 0.98303884267807018 0.50117370892018787 1.5000000000000002 1.0000000180025095e-35 0.49441323345817728 0.50952467343976793 0.62178642056690847 8.5000000000000018 0.6303343176841737 -63.499999999999993 0.8185736677115989 0.77836257309941537 -38.499999999999993 0.22257107971393683 1.0000000180025095e-35 0.36455024778842932 1.5000000000000002 -86.499999999999986 1.0000000180025095e-35 -66.499999999999986 1.5000000000000002 3.9650000000000003 decision_type=2 2 8 10 2 10 2 2 2 2 10 2 2 2 2 10 2 10 2 2 10 2 2 2 10 10 2 10 10 10 left_child=1 7 5 8 -5 6 15 -1 9 -4 11 26 25 -14 -15 17 -17 18 19 -3 21 -19 23 -23 -24 -13 -7 -20 -21 -12 right_child=-2 2 3 4 -6 10 -8 -9 -10 -11 29 12 13 14 -16 16 -18 20 27 28 -22 22 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0080801498067439442 0.0085129765888119352 -0.0012865558018441128 0.0021437663061353459 -0.0044558222389183147 -0.0010307042634088135 0.0012642450705431299 0.0052380127844997302 -0.0039946826773076226 0.00599404707554522 -0.001974278027299132 0.0099407864856431213 0.00061028859579046943 0.0049411030188062869 -0.0084099813813463264 -0.0002506953085101933 -0.0054688024139966304 -0.032680873443546629 0.0034184385244434169 0.00052793281556094023 -0.0095855604498609019 -0.0012129134193011551 -0.001895676201329665 0.0016442672973132936 0.0027026222759175913 0.010629598801382128 -0.0028830910410925347 0.010992354816717618 0.0073124933155465591 0.0018722453441258374 -0.00010847749638932789 leaf_weight=284.43179491852061 329.28598203859292 1471.1383851006394 263.54162046173587 301.60996798530687 1289.7727247285657 3011.3285562287783 72.189261676277965 228.57040871033678 79.011350371642038 132.83207721775398 10.620267799589781 189.30788723262958 143.91295140446164 26.246760501526296 166.10731985792518 17.068959830794487 2.4135926645249119 214.27707825880498 183.92949649947695 45.128672395600006 419.40180459595285 342.4098149612546 186.38706386927515 95.261457018554211 21.345187044236809 258.09251607279293 13.798892460996283 33.098672204185277 11.666821925668044 1830.0927136263344 leaf_count=277079 90601 26957 3093 43009 16888 66769 3493 105548 7824 1175 263 3755 2107 588 2479 318 24 2645 3180 1351 6727 8144 2265 695 290 3727 354 531 316 52317 internal_value=0 -0.000248149 3.65646e-05 -0.000917845 -0.00167986 0.000261607 -0.000447053 -0.00625985 0.00163304 0.000763734 0.000652434 0.000992146 -0.000229511 0.00133439 -0.00136403 -0.000581896 -0.00883997 -0.000528693 -0.0011257 -0.00150755 0.000285762 0.0010169 0.000219581 -0.000894832 0.00256754 -0.00140494 0.00130862 0.00156264 -0.00723192 -5.04968e-05 internal_weight=0 11345 10832 2066.77 1591.38 8765.22 3115.72 513.002 475.385 396.374 5649.51 3808.79 783.667 336.267 192.354 3043.53 19.4826 3024.04 1744.96 1527.93 1279.08 859.681 645.404 437.671 207.732 447.4 3025.13 217.028 56.7955 1840.71 internal_count=734512 643911 261284 71989 59897 189295 56936 382627 12092 4268 132359 79779 12656 5174 3067 53443 342 53101 32335 28624 20766 14039 11394 8839 2555 7482 67123 3711 1667 52580 is_linear=0 shrinkage=0.01 Tree=738 num_leaves=31 num_cat=0 split_feature=4 40 4 4 27 3 3 22 24 4 18 4 3 3 3 42 3 3 4 3 2 3 4 3 4 3 4 3 4 3 split_gain=10.5088 7.66738 7.21352 11.0845 6.52682 6.43582 8.32779 6.37429 5.04889 4.67817 4.362 5.85266 5.02723 8.76944 6.99703 4.18902 4.18003 9.45532 8.70732 5.28306 4.10798 4.99012 6.66589 4.09005 4.25554 4.08475 6.09414 3.85889 5.30682 3.77995 threshold=42.000000000000007 1.0000000180025095e-35 9.5000000000000018 6.5000000000000009 1.0000000180025095e-35 0.9566262541806021 0.98399897593445995 1.0000000180025095e-35 1.0000000180025095e-35 27.500000000000004 1.0000000180025095e-35 2.5000000000000004 0.94754041967664271 0.97595180722891584 0.86696165191740426 1.0000000180025095e-35 0.46688596491228074 0.47080136402387041 4.5000000000000009 0.31838294448913923 0.24156877605153468 0.74478940512375169 29.500000000000004 0.16749174917491746 3.5000000000000004 0.97923850574712656 7.5000000000000009 0.95030864197530873 4.5000000000000009 0.99938118811881205 decision_type=10 2 10 8 2 2 2 2 2 10 2 10 2 2 2 2 2 2 10 2 2 2 10 2 8 2 10 2 10 2 left_child=1 2 3 10 7 -5 25 8 15 -10 12 -12 14 27 16 -4 19 18 -18 23 -11 22 -22 -1 -25 -7 -27 28 -14 -3 right_child=-2 29 4 5 -6 6 -8 -9 9 20 11 -13 13 -15 -16 -17 17 -19 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.0012597465391752832 0.013980124193817533 -0.010557531084354197 6.2146605545359472e-05 -0.0032559039546334002 -0.0080188436537325398 0.0061573292656814504 -0.0016596277747446969 -0.01004194141673459 -0.0078942203271534679 0.0045470989930720485 -0.010904265737326183 0.0063914967114922609 0.0066927688741100881 -6.4503053843538246e-05 -0.0063940827530890743 0.017387314369941249 0.0062177710346361685 0.00088528428797817068 0.10001847649520958 -0.0046432916918239184 0.024275636879580804 0.045700663760172351 -0.015448212949498554 0.013396282832357312 0.00130927220812479 -0.002135058129405894 0.034034000766415405 0.0074196629603475121 0.04606585085549883 0.004662044493773481 leaf_weight=56.145844984508585 5.3736095126951104 9.8949501846218446 11057.164560230507 220.3176956269599 9.9986164314323087 5.9318976122303884 19.558951683167834 6.2375334052485405 1.4566769237862889 3.3401412949897349 2.1870037892949794 18.560749452852178 0.73764206760097184 35.020424629095942 20.249510266003199 1.3957665796624485 0.21342383808223431 117.02048178331461 0.18452616158174351 38.576324020337779 1.5969657687237493 0.63175170612521458 0.57436154619790603 4.0557998485746767 10.336258083465509 0.68922757508698884 1.4372868315549565 14.04591310766409 0.63875260861823335 1.9541233751224361 leaf_count=4784 307 728 664719 27301 1411 480 1426 327 73 198 251 1607 61 2604 3134 24 16 15690 27 5651 130 9 105 446 1168 34 40 1702 41 18 internal_value=0 -7.46875e-06 7.09914e-07 -0.00110054 5.69438e-05 -0.00268548 0.0018651 6.42365e-05 6.99329e-05 0.00821782 0.000135292 0.00456836 -0.000174158 0.00270244 -0.00076214 6.43333e-05 -0.000258707 0.00105077 0.0497124 -0.00166784 0.0120383 0.0209648 0.0137678 -4.06011e-05 0.00471549 0.0104201 0.0223112 0.00898552 0.0249649 -0.00804755 internal_weight=0 11660.2 11648.3 565.908 11082.4 247.935 27.6174 11072.4 11066.2 7.5999 317.973 20.7478 297.225 50.4427 246.782 11058.6 226.533 117.418 0.39795 109.114 6.14322 2.80308 2.17133 70.5379 14.3921 8.05841 2.12651 15.4223 1.37639 11.8491 internal_count=734512 734205 733459 66463 666996 29281 1980 665585 665258 515 37182 1858 35324 4408 30916 664743 27782 15733 43 12049 442 244 235 6398 1614 554 74 1804 102 746 is_linear=0 shrinkage=0.01 Tree=739 num_leaves=31 num_cat=0 split_feature=11 11 11 11 10 11 6 10 10 2 10 10 3 4 11 6 11 11 2 2 4 2 2 2 3 3 13 6 2 10 split_gain=242.737 191.514 22.8621 21.1183 18.3141 22.4318 16.6443 19.1675 16.1979 18.8331 16.008 43.4783 18.1037 31.1806 25.1053 16.7396 18.597 15.4348 15.7375 15.1083 16.3036 14.995 14.3298 20.189 15.0519 52.0309 13.717 13.283 12.8078 13.3641 threshold=0.99998801946640026 3.9827746149967433e-06 0.36455024778842932 5.9630792748066607e-07 5.4750000000000005 7.8999906691024093e-05 32.500000000000007 5.7650000000000006 5.7750000000000012 0.35310102301790286 6.6150000000000011 6.9050000000000011 0.62178642056690847 28.500000000000004 0.017575767822563603 62.500000000000007 0.010294413659721552 0.010294413659721552 0.35737937559129612 0.51739261947973392 14.500000000000002 0.39938650306748474 0.66510903426791279 0.68438714235252573 0.58851017042330966 0.60061349693251542 1.0000000180025095e-35 13.500000000000002 0.33463541666666669 5.5250000000000012 decision_type=2 2 2 2 10 2 2 10 10 2 10 10 2 10 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 10 left_child=1 3 4 -1 5 -3 7 26 28 -10 12 15 -11 14 -14 -12 19 18 -13 21 -21 -17 24 -24 -20 -26 -6 -9 29 -8 right_child=-2 2 -4 -5 6 -7 8 27 9 10 11 17 13 -15 -16 16 -18 -19 22 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0080641763528268157 0.0084993983049340017 -0.0026552317107881606 0.00066495086316795073 -0.0039699653411594746 0.0020164761886697058 -0.00035737881202851896 0.013610381370691401 -0.0019529892718471284 0.0018088586125477265 0.0014636410205630512 0.0054136536569268411 0.08069279776546219 0.095302824596257968 0.0041922339097139353 0.014943486260316044 0.11363141598052279 0.020036382023784379 -0.00041785782545378626 0.00032416783726500504 0.022443157439569796 0.08181999839522533 0.0098005207176927699 0.064123044151733893 0.015932955490718194 0.07208898380378026 0.002831113057625987 0.04080918297465428 0.0012314217158583896 -0.0046916449403559988 -0.00018177624923835213 leaf_weight=282.11752865236485 326.53219077421818 461.88139349676203 3769.5318326032721 227.64326907711802 290.73468388197944 5296.6313048681477 9.0618496844544989 426.21583220630419 201.62601806945167 48.903130270307884 1.85284109553322 0.32957812887616711 0.8475459876935918 3.2765414182795212 0.71821378730237484 0.16155710979364846 2.8052650429308414 16.825402915477753 12.092606175690895 0.60625054803676937 1.9493723004125056 1.0001268694177268 1.0645358357578505 4.7417340539395809 1.438514120876788 4.4106714085210115 0.91437013912945886 189.1101468912093 48.998730810941197 31.263083439669572 leaf_count=277079 90601 81834 45154 105548 8235 95263 525 9961 6250 2095 59 20 43 116 5 12 24 115 779 22 93 122 19 122 39 188 8 5452 3306 1423 internal_value=0 -0.000245811 3.61608e-05 -0.00623583 -0.000299593 -0.000541686 0.000772004 2.65208e-05 0.0024882 0.00358614 0.00706442 0.011181 0.00328993 0.0217339 0.058442 0.0319389 0.0394738 0.00693061 0.0120657 0.0541423 0.0677345 0.0242404 0.0111133 0.0247682 0.00669432 0.019864 0.0021381 -0.000974314 -0.00125647 0.00291761 internal_weight=0 11338.8 10829 509.761 7059.46 5758.51 1300.95 906.975 393.974 304.65 103.024 49.2785 53.7454 4.8423 1.56576 8.37541 6.52257 40.903 24.0776 3.71731 2.55562 1.16168 23.7481 5.80627 17.9418 5.84919 291.649 615.326 89.3237 40.3249 internal_count=734512 643911 261284 382627 216130 177097 39033 23656 15377 10123 3873 1614 2259 164 48 332 273 1282 1167 249 115 134 1147 141 1006 227 8243 15413 5254 1948 is_linear=0 shrinkage=0.01 Tree=740 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 3 11 7 38 47 3 18 47 18 3 24 3 3 3 11 2 2 0 3 2 3 47 11 2 split_gain=239.881 188.921 22.447 21.0815 16.2035 9.38032 9.03435 8.00161 7.65243 7.44853 6.62589 7.7758 26.2587 6.41162 6.0852 5.69765 5.51752 4.98732 7.21982 13.9331 10.3926 6.61491 5.08916 8.05618 5.6983 4.88721 6.01513 4.79412 4.71559 4.63655 threshold=0.99998801946640026 3.9827746149967433e-06 0.49114476144313818 6.6738297732626972e-07 5.9105306718265645e-05 0.99999946355819713 0.78297101449275375 0.99962311983108532 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.61922530206112303 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.15430402930402928 1.0000000180025095e-35 0.84654631083202525 0.69081537019681361 0.67576887232059657 0.76014459133148204 0.15434243176178658 0.11558704453441292 1.0000000180025095e-35 0.88847429519071319 0.58847248576850109 0.70036496350364974 1.0000000180025095e-35 1.2968254026191067e-07 0.54182569974554717 decision_type=2 2 2 2 2 2 2 2 10 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 28 13 29 25 9 16 17 11 -9 -13 14 -3 -16 -6 18 19 -4 -21 -20 24 -24 -19 26 -5 -25 -1 -2 right_child=5 2 7 6 8 -7 -8 10 -10 -11 -12 12 -14 -15 15 -17 -18 22 21 20 -22 -23 23 27 -26 -27 -28 -29 -30 -31 leaf_value=-0.009449459585058927 0.0035645775835896226 -0.0044112707407470428 0.00047005823724878445 -0.0028380537345697168 -0.0001501118563253531 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13332 7336 1732 95388 32301 2709 123289 28989 25009 22435 262 2574 3980 454 3526 77889 57231 100 284791 14094 is_linear=0 shrinkage=0.01 Tree=741 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 3 5 11 4 5 3 5 11 2 4 4 5 5 11 2 2 2 2 3 4 4 4 2 2 11 split_gain=237.056 186.361 22.0841 21.0457 15.6055 9.91405 9.91757 9.40829 8.84879 8.24833 8.16045 7.9014 9.6982 32.6953 7.46259 7.40487 7.35221 6.6384 6.60747 6.51115 6.40413 10.2168 7.49401 6.6266 8.54342 6.26023 7.97228 7.79301 6.39787 6.2059 threshold=0.99998801946640026 3.9827746149967433e-06 0.00013046689127800003 5.9630792748066607e-07 0.96394401788711548 0.78297101449275375 6.5000000000000009 0.99999946355819713 42.000000000000007 3.5000000000000004 0.95867486338797814 6.5000000000000009 5.5319529224107111e-07 0.17416582406471184 20.500000000000004 28.500000000000004 15.500000000000002 2.5000000000000004 0.49114476144313818 0.34387500000000004 0.41476388168137007 0.47385509227614492 0.50151515151515158 0.54186137071651097 27.500000000000004 26.500000000000004 5.5000000000000009 0.59397644927536242 0.57719393282773568 0.99981766939163219 decision_type=2 2 2 2 2 2 8 2 8 8 2 10 2 2 8 10 8 10 2 2 2 2 2 2 10 10 10 2 2 2 left_child=1 3 10 11 8 -5 -7 16 17 29 -3 -1 -13 -14 19 -8 -2 18 -4 -11 -20 23 -23 -22 -25 26 -24 28 -27 -6 right_child=7 2 4 5 9 6 15 -9 -10 14 -12 12 13 -15 -16 -17 -18 -19 20 -21 21 22 25 24 -26 27 -28 -29 -30 -31 leaf_value=-0.0082832810112611083 0.0053660378961381703 -0.0019494150698442353 -6.5111130681589147e-05 -0.0049972839187919635 0.0011511299190789359 -0.00020394641829229329 -0.010049473523294848 0.009376210594439098 0.014454957278583855 0.0083790217082083483 0.0018824063595844021 0.0018113876356473408 0.43778383598182563 -0.010008673441592082 -0.0026435406933392534 0.095143623169588243 -0.072834763728996693 -0.00085435476571292621 0.0011738642747279769 -0.0010397240925927272 -0.0081446334246967345 0.0019526425805385403 0.0054086243066533823 0.0045177803067209766 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8.12051e-06 0.00119272 -0.00163487 -0.00803244 0.0033137 0.110817 -0.00126047 0.0581188 0.0052316 1.17061e-06 8.92566e-05 0.00310029 0.000625196 -2.83441e-05 0.000409379 -0.00289191 -0.00172461 -0.000277439 -0.00276328 0.000237275 -0.00258679 0.00145691 internal_weight=0 11326.9 10823.5 503.482 10085.9 225.852 47.1129 321.098 8813.18 1272.67 737.613 277.63 6.00497 0.0827606 123.733 0.293388 70.0535 8808.94 7986.63 29.7938 1785.99 815.095 707.021 108.075 88.4243 489.273 83.9298 405.343 78.7337 1148.94 internal_count=734512 643911 261284 382627 145011 105548 21408 90601 115683 29328 116273 277079 9285 96 2194 77 14094 115644 100708 615 11925 5422 4826 596 486 3198 483 2715 446 27134 is_linear=0 shrinkage=0.01 Tree=742 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 5 11 5 4 4 3 1 1 11 3 11 1 5 1 3 3 5 11 3 3 5 5 4 4 5 split_gain=234.263 183.833 22.967 21.4468 21.1488 21.1635 21.006 13.2635 11.6425 11.447 20.7953 20.6835 13.8717 12.6442 9.80156 9.63064 9.97926 9.15671 10.3547 8.99859 10.9489 10.651 14.531 10.8536 19.8573 9.73847 15.2588 11.4553 9.40666 8.91155 threshold=0.99998801946640026 3.9827746149967433e-06 -8.4999999999999982 0.0038593490608036002 0.99188911914825451 3.5000000000000004 5.9630792748066607e-07 15.500000000000002 42.000000000000007 19.500000000000004 0.55594679186228502 -234.49999999999997 -19.499999999999996 0.0010591957252472002 0.78297101449275375 0.76014459133148204 -320.49999999999994 6.5000000000000009 -317.49999999999994 0.65733855185909984 0.65235814296241723 1.5000000000000002 0.12629276514053342 0.81769305962854366 0.82240143369175633 5.5000000000000009 2.5000000000000004 17.500000000000004 29.500000000000004 1.5000000000000002 decision_type=2 2 8 2 2 10 2 10 8 10 2 10 10 2 2 2 10 8 10 2 2 8 2 2 2 10 8 10 10 10 left_child=1 6 4 -4 8 -6 -1 -2 9 10 11 13 -13 -3 -8 16 -12 18 -16 20 25 -21 -23 -24 -25 26 27 -5 -29 -22 right_child=7 2 3 19 5 -7 14 -9 -10 -11 15 12 -14 -15 17 -17 -18 -19 -20 21 29 22 23 24 -26 -27 -28 28 -30 -31 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1267.75 472.901 144.233 112.91 58.4732 1260.14 1235.62 1177.28 1130.25 7.61623 internal_count=734512 643911 261284 71989 189295 12801 382627 90601 176494 176453 23491 10816 8113 2703 105548 12675 12165 21408 21331 29972 22241 7731 2370 1347 620 22100 21720 20521 19467 141 is_linear=0 shrinkage=0.01 Tree=743 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 6 6 11 11 5 3 3 3 11 3 5 6 5 6 40 5 6 11 5 6 6 11 11 11 11 split_gain=231.499 181.333 21.5134 20.9648 13.0945 12.1276 11.9169 15.2567 11.8247 11.7485 10.682 16.7475 9.68984 8.88734 8.85047 8.8088 14.5735 8.50158 16.9176 8.12362 7.90451 30.7701 9.15203 30.9406 7.71644 13.1518 14.8395 67.6002 13.5682 32.124 threshold=0.99998801946640026 3.9827746149967433e-06 0.089183576405048315 5.9630792748066607e-07 5.9105306718265645e-05 410.50000000000006 1074.5000000000002 2.8912609195685949e-05 0.9982588291168214 15.500000000000002 0.45416348357524833 0.75103305785123975 0.78297101449275375 0.99999946355819713 0.60061349693251542 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76506 247 52 104 51 26 28 6957 17 15 79 165 1560 245 20 33 194 internal_value=0 -0.000236682 3.47552e-05 -0.00614081 -0.000422671 0.000469522 -0.00192689 0.0210545 0.000526032 0.00844425 0.0588194 0.0405823 -0.00387379 0.00847542 -0.00339998 0.00199501 -0.014801 0.000155632 0.0508678 0.000378774 -0.00800029 0.00337103 0.00175785 0.102455 0.000230119 0.0224781 0.0733198 0.122785 0.0831654 0.151006 internal_weight=0 11314.9 10817.6 497.331 5271.43 5546.17 521.471 2.24665 5466.34 315.77 0.72469 0.591276 224.107 315.687 79.8299 498.049 3.10308 47.1295 0.328276 4968.29 273.224 5.97921 5.94912 0.088908 5.86022 1.23139 0.360035 0.22592 0.214659 0.124214 internal_count=734512 643911 261284 382627 205603 55681 95388 455 55094 90601 92 80 105548 90598 587 18827 156 21408 77 36267 277079 9285 9268 94 9174 2217 657 412 392 227 is_linear=0 shrinkage=0.01 Tree=744 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 6 1 2 6 0 4 4 2 6 11 2 2 1 11 1 2 1 6 2 2 6 2 11 6 split_gain=228.768 178.874 22.6073 20.9568 20.926 20.5322 15.8205 16.2292 14.098 13.3215 14.376 11.4988 11.2257 17.0787 18.9747 18.4168 13.7549 10.6382 10.5269 9.54142 8.83819 8.82884 8.82215 8.45925 8.15314 16.1834 14.8784 14.0009 10.5827 8.76193 threshold=0.99998801946640026 3.9827746149967433e-06 -8.4999999999999982 0.0038593490608036002 6.6738297732626972e-07 0.99188911914825451 313.50000000000006 -37.499999999999993 0.88478556841388711 193.50000000000003 1.0000000180025095e-35 42.000000000000007 19.500000000000004 0.72771403353927633 15.500000000000002 0.013544866815209352 0.68438714235252573 0.52217305801376612 -282.49999999999994 0.99999946355819713 -364.49999999999994 0.58847248576850109 -380.49999999999994 2.5000000000000004 0.14226190476190473 0.18230694037145653 99.500000000000014 0.18142633228840127 0.49114476144313818 2.5000000000000004 decision_type=2 2 8 2 2 2 2 8 2 2 2 8 10 2 2 2 2 2 10 2 10 2 8 2 2 2 2 2 2 2 left_child=1 4 5 -4 -1 11 -7 -8 9 10 24 12 13 14 15 -3 18 -12 -17 22 -15 -6 -2 -20 -5 26 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6.0849868338555124 117.46303531341255 81.588170036673546 429.18383253086358 4.1191120883449903 7291.6250469600782 3.9158221115358165 327.87986759259365 59.572790073230863 8.4840842261910421 37.797905641840771 198.55814852192998 244.37163640931249 125.23117777705193 49.954576873162296 68.670922922436148 72.309614600613713 12.792900365544488 871.03996704914607 2.4274787371978155 6.7972098025493315 4.3262451663613319 11.36097375070676 leaf_count=284791 5 10125 42017 2606 77178 12582 151 68 2145 1316 7715 41 152962 44 8933 366 52 599 1225 76507 2274 20658 14089 472 212 15023 34 78 35 209 internal_value=0 -0.000234466 3.44154e-05 -0.000907932 -0.00611703 0.00025625 0.00221398 -0.0057292 -0.000474915 -0.000717118 -0.000925626 0.000136443 0.000128098 -0.000892397 -0.000362549 -0.00159588 -0.000283301 0.000539132 -0.000606101 0.00843028 -0.00427363 -0.00375821 0.00513986 -0.00144315 -0.00156258 -0.00119114 0.00522295 0.00228858 0.0186706 -0.00127931 internal_weight=0 11308.9 10814.6 2060.71 494.314 8753.86 504.816 23.8879 1739.92 1622.45 1540.86 8249.04 8244.93 953.301 824.154 496.274 338.925 466.982 330.441 313.144 129.147 213.588 68.7728 270.868 1073.88 908.745 37.7048 30.9511 6.75372 24.1539 internal_count=734512 643911 261284 71989 382627 189295 12801 219 29972 27827 26511 176494 176453 23491 21173 12240 2115 8314 2063 90601 2318 97836 14094 1697 18197 15591 568 499 69 421 is_linear=0 shrinkage=0.01 Tree=745 num_leaves=31 num_cat=0 split_feature=10 1 1 1 4 1 1 10 1 10 10 6 1 6 1 6 10 10 10 3 5 5 3 3 10 10 10 6 6 6 split_gain=10.2812 18.1309 23.006 18.6661 16.176 27.8445 26.1103 23.4795 19.045 20.8978 27.854 13.8985 14.2351 13.8426 12.1643 13.0473 15.8265 12.1012 12.0529 13.1201 11.667 10.7968 17.301 19.6357 13.2675 13.691 23.3614 46.3328 22.3381 12.0226 threshold=5.2550000000000008 -287.49999999999994 -289.49999999999994 -282.49999999999994 20.500000000000004 -11.499999999999998 -216.49999999999997 3.6950000000000007 -9.4999999999999982 4.705000000000001 4.6750000000000007 416.50000000000006 -26.499999999999996 158.50000000000003 -79.499999999999986 1.5000000000000002 5.1350000000000007 6.1550000000000011 5.5050000000000008 0.99938118811881205 2.5000000000000004 1.5000000000000002 0.8238526179702651 0.47637648809523808 6.4350000000000014 5.3450000000000006 5.3250000000000011 130.50000000000003 4.5000000000000009 137.50000000000003 decision_type=8 8 10 8 8 8 10 10 8 10 8 2 10 2 10 2 10 10 10 2 10 10 2 2 8 10 8 2 2 2 left_child=4 2 21 -3 5 14 7 13 -7 10 -10 -5 18 -6 15 16 -1 -4 19 -13 -19 22 23 -2 25 26 28 -28 -25 -23 right_child=1 3 17 11 6 8 -8 -9 9 -11 -12 12 -14 -15 -16 -17 -18 20 -20 -21 -22 29 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.001079449849215921 0.0010397510873840078 -0.0071899713375933481 0.0020613675033062553 0.00027725880905541355 -0.0002407691858209224 0.026960136495283411 0.00038116888411981477 -0.0018772742012011054 0.0035502610229348418 -0.0057357895318266659 0.045894292302370701 -0.00063002055008896333 0.0098525042093243372 0.0037553918293075379 -0.0048670264948056071 -0.0043022425712388101 0.0080983435361612309 0.02016719475953575 -0.0096859398117104395 0.053803075727318274 -0.010417472552713429 0.0011468342264696961 -0.0034809487367181793 0.017532802870399655 0.012708076696171857 0.0022890113188113598 0.022243692454364396 0.1338492141181348 -0.0094941217267550254 -0.0051670633850531061 leaf_weight=91.325254300842062 85.765953202615492 34.459574581414927 8.0541056712972932 3742.2250733021938 1165.7927786489017 3.0979767207754776 4198.5639547437313 1252.454708720179 78.512879463902209 27.352250562660629 1.5848275939933945 14.517738625552735 5.9724967685760921 93.645418124622665 204.17798524766113 88.304857783368789 23.656127115595154 13.342622589727396 35.091641672333935 0.45673501829151142 1.3758518515969633 280.33163494436303 31.473745008930564 7.1512542837299424 33.393718868668657 48.767783840303309 3.7246961054042904 0.41324860684107978 5.3429044043878093 33.793550250120461 leaf_count=6593 3584 3454 809 302568 53097 87 181914 103007 6119 3796 70 3455 146 3786 17035 12025 1712 93 5319 23 381 13602 2212 129 671 3107 179 39 520 4980 internal_value=0 0.00038098 0.0020738 0.000136764 -0.000232746 -0.00193537 -0.000101312 -0.000907767 0.00251575 0.00181097 0.00438809 0.000203235 -0.00474002 5.6365e-05 -0.00314299 -0.00141138 0.000808778 0.0119158 -0.0064808 0.00103024 0.0173082 0.00165105 0.00337187 0.00454051 0.00757963 0.00496101 0.0127957 0.0333895 0.00597522 0.000467586 internal_weight=0 4385.65 552.931 3832.72 7228.47 518.012 6710.46 2511.89 110.548 107.45 80.0977 3798.26 56.0386 1259.44 407.464 203.286 114.981 22.7726 50.0661 14.9745 14.7185 530.158 216.033 184.56 98.7936 65.3999 16.6321 4.13794 12.4942 314.125 internal_count=734512 345271 30306 314965 389241 47437 341804 159890 10072 9985 6189 311511 8943 56883 37365 20330 8305 1283 8797 3478 474 29023 10441 8229 4645 3974 867 218 649 18582 is_linear=0 shrinkage=0.01 Tree=746 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 5 6 6 3 6 5 5 5 1 1 6 11 1 1 11 3 3 11 1 3 5 6 1 11 split_gain=226.081 176.3 21.9957 20.8945 20.6179 20.1638 20.828 13.195 12.3954 15.2553 11.2118 11.0041 10.6179 9.68908 10.9615 21.1039 12.3355 10.1701 11.6092 10.1057 12.4633 9.94481 9.57673 9.51107 9.31283 9.27874 15.4778 11.5499 9.0344 8.94016 threshold=0.99998801946640026 3.9827746149967433e-06 -8.4999999999999982 5.9630792748066607e-07 0.0038593490608036002 0.99188911914825451 3.5000000000000004 50.500000000000007 313.50000000000006 0.64733893557422983 193.50000000000003 5.5000000000000009 15.500000000000002 4.5000000000000009 -35.499999999999993 -62.499999999999993 17.500000000000004 0.0004375023563625001 -36.499999999999993 -44.499999999999993 0.0038593490608036002 0.24328334268987087 0.78297101449275375 0.031991988420486402 -86.499999999999986 0.11180555555555556 1.5000000000000002 26.500000000000004 -128.49999999999997 0.99999946355819713 decision_type=2 2 8 2 2 2 10 2 2 2 2 10 10 10 10 10 2 2 10 10 2 2 2 2 10 2 10 2 10 2 left_child=1 3 5 -1 -4 13 8 -8 -7 28 11 25 29 23 15 16 24 -17 19 20 -19 -18 -5 -3 -15 26 27 -6 -10 -2 right_child=12 2 4 22 10 6 7 -9 9 -11 -12 -13 -14 14 -16 17 21 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0079673782317194498 0.0052536795762873137 -0.00019776309173486417 -0.0032301766159662806 -0.0048982226693291536 0.0018543039170870891 0.0033917126921410579 -0.001249356204753675 -0.014469833723156909 -0.013883762658334516 -0.015344101446195822 0.003148347842663568 0.0054704271465208509 -0.099728792472593586 -0.0056241699535190719 -0.013342926504813888 -0.0084510254358413812 -0.012847597634972552 0.027830915527110093 0.025117914690930943 -0.0045544984837154433 0.0053969400463636779 -0.0033239685614392172 0.00018525492543586109 0.00049279407902013263 0.0013062848745524155 -0.0011410420359160398 -0.0044670428875694416 -0.013933284735585099 0.006381304061754042 0.0093494284547998435 leaf_weight=268.85600555854035 68.334647938841954 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215.50000000000003 -66.499999999999986 -35.499999999999993 -36.499999999999993 4.5000000000000009 -210.49999999999997 -60.499999999999993 -62.499999999999993 0.21483516483516482 0.69789381307591059 0.69261053906723202 1.5000000000000002 1.0000000180025095e-35 -31.499999999999996 0.42124060150375936 -60.499999999999993 0.57919331037875066 1.0000000180025095e-35 2.5000000000000004 0.95260557053009898 -126.49999999999999 -192.49999999999997 8.5000000000000018 -358.49999999999994 decision_type=8 2 10 8 10 2 2 10 10 10 8 8 10 10 2 2 2 2 2 10 2 10 2 10 2 2 10 10 10 10 left_child=23 3 13 4 29 8 12 -8 9 10 11 -5 -7 15 17 16 -3 -15 21 20 22 -16 -20 -1 25 -12 27 -26 -29 -2 right_child=1 2 -4 5 -6 6 7 -9 -10 -11 24 -13 -14 14 18 -17 -18 -19 19 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31 leaf_value=7.0117169447422314e-05 0.0017813663798436829 -0.0021742838828129598 0.025964858155802229 0.0018497702535209674 0.016469562542759057 0.0025029999783424775 -0.0012166585293685687 0.020443737628192148 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209 1076 is_linear=0 shrinkage=0.01 Tree=748 num_leaves=31 num_cat=0 split_feature=7 1 1 1 1 1 1 1 24 18 47 1 18 1 1 38 1 1 1 28 18 47 1 28 0 1 18 1 1 1 split_gain=9.08354 7.58955 14.9332 12.0735 8.08342 11.8655 16.7687 20.8487 18.3358 15.5311 8.1768 8.78458 16.4807 8.51472 8.06359 7.98461 7.96675 7.81583 8.47337 7.59438 7.2037 6.98946 6.94609 12.6455 7.30266 12.4261 6.56123 6.42533 6.37744 17.6242 threshold=1.0000000180025095e-35 -122.49999999999999 -129.49999999999997 -100.49999999999999 -253.49999999999997 -216.49999999999997 -192.49999999999997 -187.49999999999997 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -268.49999999999994 1.0000000180025095e-35 -358.49999999999994 -255.49999999999997 1.0000000180025095e-35 -196.49999999999997 -266.49999999999994 -263.49999999999994 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -130.49999999999997 1.0000000180025095e-35 1.0000000180025095e-35 -185.49999999999997 1.0000000180025095e-35 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0.000891174 -4.38955e-05 -8.11613e-05 0.00243937 0.0077053 0.00527073 0.00373861 0.00014314 -0.00217921 -0.000359675 0.00632176 -0.000396748 0.000404672 0.00145008 0.00268333 -0.000670957 -0.000136932 internal_weight=0 11598.9 5040.23 6558.69 4946.05 3447.05 3076.1 2865.77 61.5056 60.6027 1498.99 384.506 76.9676 307.539 1114.49 229.254 210.329 53.7997 38.2103 78.2849 6365.91 370.959 2804.26 15.4738 2788.79 807.699 167.142 192.776 208.436 190.664 internal_count=734512 734266 397932 336334 386771 288501 257153 243066 5598 5583 98270 21376 2906 18470 76894 14400 14087 815 645 4070 324156 31348 237468 652 236816 66743 11533 12178 13570 12430 is_linear=0 shrinkage=0.01 Tree=749 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 5 11 4 2 5 18 5 47 4 2 5 4 11 2 2 2 2 2 4 4 2 2 24 4 2 split_gain=223.441 173.769 20.8564 20.6929 14.5113 9.64809 8.96779 8.35146 8.33302 7.96778 29.6869 7.75819 7.34612 7.2905 6.4027 6.34753 6.22204 6.17925 6.18855 10.0074 7.33795 6.12757 8.27827 6.10515 7.75423 7.62555 6.23085 6.05633 8.59255 5.63115 threshold=0.99998801946640026 3.9827746149967433e-06 5.9630792748066607e-07 0.00013046689127800003 0.96394401788711548 15.500000000000002 0.99999946355819713 42.000000000000007 0.58847248576850109 6.5000000000000009 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 20.500000000000004 0.34387500000000004 2.5000000000000004 18.500000000000004 0.49114476144313818 0.41476388168137007 0.47385509227614492 0.50151515151515158 0.30795574288724981 0.32173123486682814 26.500000000000004 5.5000000000000009 0.59397644927536242 0.57719393282773568 1.0000000180025095e-35 28.500000000000004 0.46690997566909981 decision_type=2 2 2 2 2 10 2 10 2 10 2 8 2 8 2 10 10 2 2 2 2 2 2 10 10 2 2 2 10 2 left_child=1 2 9 12 7 6 -2 15 -4 -1 -11 21 -3 14 -13 17 -14 27 -19 29 -21 -6 -23 24 -22 26 -25 -5 -29 -20 right_child=5 3 8 4 11 -7 -8 -9 -10 10 -12 13 16 -15 -16 -17 -18 18 19 20 23 22 -24 25 -26 -27 -28 28 -30 -31 leaf_value=-0.0082105687462222104 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12.9876 11.5576 11.5485 10.9025 10.0925 9.88278 9.82786 9.64748 8.93733 8.80069 9.39275 8.55723 8.93683 12.2576 7.74106 7.41059 7.29156 12.9702 6.82153 13.0567 6.45114 6.41309 threshold=5.2550000000000008 20.500000000000004 4.1150000000000011 0.8257418909592823 0.50151515151515158 0.49184758529020828 1.0000000180025095e-35 0.41476388168137007 2.5000000000000004 29.500000000000004 3.5950000000000002 5.2350000000000012 0.7696153846153847 4.3350000000000009 1.0000000180025095e-35 9.8950000000000014 5.6650000000000009 5.1750000000000007 1.0000000180025095e-35 18.500000000000004 0.53873431533006011 0.51408730158730165 1.0000000180025095e-35 0.13759296822177147 6.5000000000000009 3.1750000000000003 5.5000000000000009 15.500000000000002 0.80810147299509005 1.635 decision_type=8 8 10 2 2 2 2 2 8 8 10 10 2 10 2 10 10 10 2 10 2 2 2 2 10 10 8 10 2 10 left_child=1 2 19 4 5 7 -7 17 28 -5 -9 -11 22 -10 16 -16 -14 24 -19 20 21 -1 -2 -4 29 -26 -23 -28 -6 -3 right_child=12 3 23 9 8 6 -8 10 13 11 -12 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1331.53 469.955 483.618 357.343 4376.42 123.079 524.836 97.9735 426.863 3571.32 175.319 192.89 132.222 92.6281 3851.59 323.296 3396 31.5832 1.63554 0.977473 1208.45 3364.41 internal_count=734512 389241 47437 341804 324894 239820 35133 204687 85074 16910 34767 12057 345271 13349 22398 6479 15919 169920 14431 10888 8158 5610 322873 36549 155489 1335 156 118 71725 154154 is_linear=0 shrinkage=0.01 Tree=752 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 5 6 6 1 6 0 11 5 1 1 6 11 1 1 11 1 11 0 6 1 5 1 1 1 split_gain=220.708 171.288 21.4729 20.8131 20.051 19.6747 20.1026 12.8418 12.1914 13.5385 11.0437 12.0085 9.62082 9.30052 10.7839 20.3803 11.8419 9.89984 10.8913 9.83931 11.7797 9.51477 9.11616 12.7034 11.116 9.09478 8.85248 8.45083 8.15433 13.4563 threshold=0.99998801946640026 3.9827746149967433e-06 -8.4999999999999982 5.9630792748066607e-07 0.0038593490608036002 0.99188911914825451 3.5000000000000004 50.500000000000007 313.50000000000006 -30.499999999999996 193.50000000000003 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num_cat=0 split_feature=11 11 1 11 11 11 5 4 4 3 1 1 11 11 11 1 3 3 3 5 11 3 3 4 5 11 4 5 5 4 split_gain=218.093 168.935 21.0548 20.7674 19.7378 19.3325 19.7462 11.0117 10.7459 19.979 19.9545 13.4291 12.2558 9.64585 9.20872 9.55075 8.84216 8.78201 10.7577 10.4295 14.1841 10.6293 19.3974 9.44953 11.7399 13.0262 11.2189 11.1422 8.79474 8.78891 threshold=0.99998801946640026 3.9827746149967433e-06 -8.4999999999999982 6.6738297732626972e-07 0.0038593490608036002 0.99188911914825451 3.5000000000000004 42.000000000000007 19.500000000000004 0.55594679186228502 -234.49999999999997 -19.499999999999996 0.0010591957252472002 0.99999946355819713 0.76014459133148204 -320.49999999999994 0.41213235294117651 0.65733855185909984 0.65235814296241723 1.5000000000000002 0.12629276514053342 0.81769305962854366 0.82240143369175633 16.500000000000004 6.5000000000000009 0.063380397856235463 12.500000000000002 2.5000000000000004 1.5000000000000002 29.500000000000004 decision_type=2 2 8 2 2 2 10 8 10 2 10 8 2 2 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0.8257418909592823 0.50151515151515158 0.49184758529020828 1.0000000180025095e-35 0.41476388168137007 4.705000000000001 0.53311403508771937 29.500000000000004 3.5950000000000002 1.0000000180025095e-35 5.2350000000000012 0.39484741264927026 5.0150000000000006 0.7696153846153847 4.6750000000000007 16.500000000000004 0.99938118811881205 0.72792207792207797 1.0000000180025095e-35 1.0000000180025095e-35 0.84660633484162906 6.4350000000000014 9.8950000000000014 29.500000000000004 5.6850000000000014 5.1750000000000007 1.0000000180025095e-35 decision_type=8 8 2 2 2 2 2 2 10 2 8 10 2 8 2 10 2 8 10 2 2 2 2 2 8 10 10 10 10 2 left_child=1 2 8 4 5 7 -7 28 9 17 -5 -9 -6 -12 15 -10 -2 20 -19 -20 -1 22 23 24 -18 -23 -25 -28 -3 -30 right_child=16 3 -4 10 12 6 -8 11 14 -11 13 -13 -14 -15 -16 -17 21 18 19 -21 -22 25 -24 26 -26 -27 27 -29 29 -31 leaf_value=0.0076963075736748701 0.00055081461224480276 4.7967154220581587e-05 -0.0033774407021454379 -0.0011436613851980159 -0.0012677698941224245 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14510 7285 16910 34767 85074 12057 7225 1747 345271 4609 91 53 4518 22398 15919 4975 1968 6479 3007 1965 169920 14431 is_linear=0 shrinkage=0.01 Tree=755 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 10 2 5 11 10 1 10 5 2 10 10 1 1 10 1 5 11 1 1 5 11 10 2 5 split_gain=215.42 166.81 34.8727 18.7659 20.9733 16.8374 18.9013 18.5941 14.9477 22.0395 18.2826 20.5218 21.9993 18.0328 16.2763 16.0514 14.7621 20.4656 20.3249 14.317 49.1065 38.3388 34.1206 18.6123 16.3752 16.301 27.3614 26.7658 17.9277 16.0682 threshold=0.99998801946640026 1.014916506392183e-06 5.9105306718265645e-05 -348.49999999999994 inf -37.499999999999993 5.7950000000000008 0.87596153846153857 3.5000000000000004 0.99188911914825451 3.4550000000000005 -85.499999999999986 2.7550000000000003 1.5000000000000002 0.84248120300751894 2.5250000000000004 5.995000000000001 -314.49999999999994 -323.49999999999994 4.9450000000000012 -36.499999999999993 3.5000000000000004 0.010294413659721552 -17.499999999999996 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9.89843 19.7018 9.75265 9.8786 8.93633 9.46345 16.9137 15.5037 9.06665 8.95941 9.64074 threshold=0.99998801946640026 1.014916506392183e-06 5.9105306718265645e-05 6.0750000000000011 0.6303343176841737 1.0000000180025095e-35 5.2250000000000005 0.72245564892623726 1.0000000180025095e-35 0.66510903426791279 0.50151515151515158 8.2000000000000011 2.5000000000000004 7.6350000000000007 4.5550000000000006 6.1150000000000011 5.745000000000001 0.23132664437012262 0.56928691746210003 0.23562458691341701 0.27608892921960076 0.99999946355819713 4.1750000000000007 1.0000000180025095e-35 5.495000000000001 0.7062745098039217 0.68438714235252573 1.5000000000000002 5.7250000000000005 5.8950000000000005 decision_type=2 2 2 10 2 2 10 2 2 2 2 8 8 10 8 10 8 2 2 2 2 2 10 2 10 2 2 8 10 10 left_child=1 -1 3 -3 6 -5 -4 8 9 -8 -10 23 13 15 -14 -6 -16 -17 -15 -19 -21 22 -2 -11 25 26 27 -25 -26 -30 right_child=21 2 4 5 12 -7 7 -9 10 11 -12 -13 14 18 16 17 -18 19 -20 20 -22 -23 -24 24 28 -27 -28 -29 29 -31 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66.5051 62.3361 49.1211 25.0276 20.3764 15.4905 24.0935 16.2791 internal_count=734512 643911 332494 166598 165896 21763 125875 32785 30150 26413 3737 1299 40021 35919 4102 34907 3643 3502 1012 2941 2810 90601 14094 1268 810 409 338 214 401 247 is_linear=0 shrinkage=0.01 Tree=757 num_leaves=31 num_cat=0 split_feature=4 1 1 3 4 3 3 1 1 18 38 1 4 3 47 4 18 3 2 1 3 1 1 1 4 1 1 2 3 3 split_gain=9.47392 7.46117 14.7051 31.3061 14.4938 18.6577 11.9541 11.2613 22.064 19.2558 15.7573 15.1618 11.0322 14.1249 10.8213 10.4824 11.6106 13.0748 10.9592 10.2646 9.737 13.5829 36.222 9.99189 9.69147 9.74672 8.78426 21.2621 49.1618 8.34652 threshold=42.000000000000007 -122.49999999999999 -129.49999999999997 0.7224249797242499 19.500000000000004 0.56276260504201692 0.68783602150537648 -192.49999999999997 -200.49999999999997 1.0000000180025095e-35 1.0000000180025095e-35 -191.49999999999997 29.500000000000004 0.79908256880733963 1.0000000180025095e-35 22.500000000000004 1.0000000180025095e-35 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158.198 98.5075 469.04 481.293 1326.42 356.78 59.69 26.7975 4364.16 65.6777 63.4353 2.24238 1.26377 51.3685 3562.74 522.842 102.497 70.321 3388.09 32.1761 28.5469 1317.3 12.0668 internal_count=734512 389241 47437 341804 324894 239820 204687 14510 7285 16910 34767 85074 12057 7225 1747 345271 4609 4518 91 53 3778 169920 22398 8801 6698 155489 2103 1350 84558 740 is_linear=0 shrinkage=0.01 Tree=759 num_leaves=31 num_cat=0 split_feature=4 10 1 1 1 4 1 1 10 1 10 10 6 6 1 5 10 10 3 1 6 10 10 5 5 10 5 1 47 3 split_gain=9.37184 8.92797 17.8562 22.8325 18.1808 14.8645 26.0037 25.0921 22.057 18.5809 19.7995 24.9158 13.5406 13.4295 13.6862 12.8609 12.4236 11.943 12.5041 11.81 12.8265 15.391 10.2063 13.5235 10.2466 17.9772 10.2618 11.3777 15.8418 10.7102 threshold=42.000000000000007 5.2550000000000008 -287.49999999999994 -291.49999999999994 -282.49999999999994 20.500000000000004 -11.499999999999998 -216.49999999999997 3.6950000000000007 -9.4999999999999982 4.705000000000001 4.6750000000000007 158.50000000000003 416.50000000000006 -26.499999999999996 2.5000000000000004 6.0450000000000008 5.5050000000000008 0.99938118811881205 -79.499999999999986 1.5000000000000002 5.1350000000000007 3.2050000000000005 2.5000000000000004 10.500000000000002 4.8950000000000005 3.5000000000000004 -34.499999999999993 1.0000000180025095e-35 0.70396452790818997 decision_type=10 8 8 10 8 8 8 10 10 8 10 8 2 2 10 10 10 10 2 10 2 10 10 10 8 10 10 8 2 2 left_child=1 5 3 -3 -4 6 19 8 12 -8 11 -11 -7 -6 17 16 -5 18 -15 20 21 -1 23 -9 26 -26 -24 29 -29 -28 right_child=-2 2 4 15 13 7 9 22 -10 10 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 25 -27 27 28 -30 -31 leaf_value=-0.00098671898856233587 0.013768018180238571 0.0015323825368439893 -0.0071477256752474436 0.0051760786260763485 0.0002455203999294016 -0.00024919620156250782 0.026550044856404088 -0.00019488879505759945 -0.0018356193412824595 0.0034555928594442991 -0.0056706539355392297 0.042569484069620279 0.0037167452954703973 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28334 3454 1073 302287 53095 87 29120 103004 6119 3796 70 3786 3455 146 660 222 5319 23 17035 12025 1712 141329 1860 400 161 6604 55 244 2137 internal_value=0 -6.80809e-06 0.000350265 0.00203284 0.000106845 -0.000223239 -0.00186532 -9.73871e-05 -0.000891812 0.00246961 0.0017613 0.00427876 4.58078e-05 0.000172645 -0.00470965 0.0103127 0.0125924 -0.00641822 0.00107883 -0.00303687 -0.00132275 0.000885204 0.000375393 -0.000379607 0.000698162 0.00857141 0.000653804 -0.00267892 0.0190271 -0.00326424 internal_weight=0 11552.5 4359.72 551.008 3808.71 7192.76 512.026 6680.73 2492.51 108.938 105.825 79.0486 1250.35 3774.48 55.5109 31.4062 27.8695 49.6341 14.8789 403.088 201.258 114.031 4188.22 1254.28 2933.94 16.4373 2917.5 89.5537 2.35146 87.2022 internal_count=734512 734205 344973 30289 314684 389232 47437 341795 159885 10072 9985 6189 56881 311230 8943 1955 1295 8797 3478 37365 20330 8305 181910 30980 150930 561 150369 9040 299 8741 is_linear=0 shrinkage=0.01 Tree=760 num_leaves=31 num_cat=0 split_feature=4 5 2 1 1 1 2 1 1 5 28 1 3 1 1 3 2 2 47 47 1 1 3 1 1 1 5 2 0 1 split_gain=9.27104 8.56415 17.3295 19.5649 10.6787 14.9389 9.98781 12.4156 17.0095 12.4187 11.0882 11.5249 10.6887 10.4683 8.55303 33.9446 18.2058 15.9272 10.8188 8.86341 21.8632 8.01521 7.75737 7.7685 7.29675 16.1661 17.1239 13.4659 11.9682 11.464 threshold=42.000000000000007 3.5000000000000004 0.2573593073593074 -19.499999999999996 -351.49999999999994 -356.49999999999994 0.12560679611650488 -35.499999999999993 -36.499999999999993 4.5000000000000009 1.0000000180025095e-35 -34.499999999999993 0.79187293729372954 -210.49999999999997 -62.499999999999993 0.21483516483516482 0.69789381307591059 0.69261053906723202 1.0000000180025095e-35 1.0000000180025095e-35 -31.499999999999996 -358.49999999999994 0.85323593936976472 -280.49999999999994 -41.499999999999993 -49.499999999999993 1.5000000000000002 0.93063352044907788 1.0000000180025095e-35 -42.499999999999993 decision_type=10 8 2 10 8 10 2 10 10 8 2 10 2 8 10 2 2 2 2 2 8 10 2 8 8 10 10 2 2 10 left_child=1 24 4 14 5 21 7 8 9 13 11 -8 -13 -6 16 18 17 -4 -16 20 -17 -3 23 -12 25 -1 -27 -26 29 -28 right_child=-2 2 3 -5 6 -7 10 -9 -10 -11 22 12 -14 -15 15 19 -18 -19 -20 -21 -22 -23 -24 -25 27 26 28 -29 -30 -31 leaf_value=9.6603246912689374e-05 0.01375693209443965 0.0017659322181670972 -0.0020834025799536674 0.02524563071011237 0.0019121587504817232 0.016306771702076828 0.0014232132668107324 -0.012809466421743371 0.015913069595143336 0.0016245453953289558 0.10405070552531566 0.020924377824745655 -0.015461527607675513 -0.0054379347686882165 -0.015453892789657088 0.0025623773964421172 -0.0070889047244657903 0.024560781529338573 0.011860199762982781 -0.0061749497487725855 0.09144495830564249 -0.044925288440999002 0.057332065812576237 0.0063533225088629334 -0.00047179739300587549 0.0025571378000669247 -0.0018154841180826557 0.0021438520672700232 0.006611890664404426 -0.015071430222233418 leaf_weight=6690.7122888879094 4.8960232319077468 14.504346413188612 255.92856859829044 2.5472878558211951 26.290717472962569 10.171434714167845 85.90616188957938 8.6330560054630023 6.0768164086621246 89.392607380927075 0.087501542235258967 5.3506574968923806 0.95081345184007648 73.68848823546432 1.5480126368929656 5.685655253531877 89.258587661053753 2.2633894200553177 22.932029573770706 39.647855647228425 0.29090469144284625 0.37722004979150447 0.58305137883871783 1.1653075268259261 3254.9359744918474 521.61478655860992 107.96888893464347 209.49153509701136 16.011552652518731 6.9435461834655134 leaf_count=368883 307 1038 36344 103 2111 200 21747 353 144 3283 28 102 77 4487 21 633 5527 89 1010 5907 22 34 74 258 236681 22465 6987 14231 708 658 internal_value=0 -6.74637e-06 -0.00104505 -0.00238429 0.000695852 0.00696644 0.000168902 -0.0010736 -0.000555225 -0.00108368 0.00286523 0.00238072 0.0154342 -0.00350514 -0.00255285 0.000633379 -0.00319573 -0.00184983 0.010133 -0.00446368 0.00688867 0.000582397 0.0272002 0.0131769 6.4661e-05 0.000243133 0.00174556 -0.000313631 -0.00148787 -0.00261647 internal_weight=0 11551 743.28 420.102 323.178 25.053 298.125 204.082 195.449 189.372 94.0435 92.2076 6.30147 99.9792 417.555 70.1045 347.451 258.192 24.48 45.6244 5.97656 14.8816 1.83586 1.25281 10807.7 7343.25 652.539 3464.43 130.924 114.912 internal_count=734512 734205 83592 49656 33936 1272 32664 10378 10025 9881 22286 21926 179 6598 49553 7593 41960 36433 1031 6562 655 1072 360 286 650613 399701 30818 250912 8353 7645 is_linear=0 shrinkage=0.01 Tree=761 num_leaves=31 num_cat=0 split_feature=4 10 1 1 1 4 1 1 10 1 10 10 6 6 1 10 1 6 10 10 1 10 1 0 6 10 1 6 38 10 split_gain=9.17133 8.74932 17.4689 22.466 17.8884 14.5846 25.5554 24.451 21.6614 18.0517 19.4171 23.8224 13.2771 13.2092 13.4741 11.8017 11.6192 12.5987 15.0583 10.0144 12.1811 15.7972 12.3595 11.6946 10.7614 19.6261 15.1878 14.9263 10.288 13.4583 threshold=42.000000000000007 5.2550000000000008 -287.49999999999994 -291.49999999999994 -282.49999999999994 20.500000000000004 -11.499999999999998 -216.49999999999997 3.6950000000000007 -9.4999999999999982 4.705000000000001 4.6750000000000007 158.50000000000003 416.50000000000006 -26.499999999999996 5.5050000000000008 -79.499999999999986 1.5000000000000002 5.1350000000000007 5.6650000000000009 -306.49999999999994 6.3750000000000009 -308.49999999999994 1.0000000180025095e-35 137.50000000000003 5.4850000000000012 -330.49999999999994 126.50000000000001 1.0000000180025095e-35 5.3950000000000005 decision_type=10 8 8 10 8 8 8 10 10 8 8 8 2 2 10 10 10 2 10 8 10 10 8 2 2 10 10 2 2 10 left_child=1 5 3 19 -4 6 16 8 12 -8 11 -11 -7 -6 15 -15 17 18 -1 23 21 -21 -23 24 25 26 27 -3 29 -26 right_child=-2 2 4 -5 13 7 9 -9 -10 10 -12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 22 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=-0.0009775574445059004 0.013745861816326912 -0.0034923672138717412 -0.0071044339298063945 0.010234582732877888 0.00024330250043454776 -0.0002440757423478696 0.026110043756187057 0.0003702324675016148 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64.70456499530701 40.973343395162374 1.6626642326591525 0.5717969126999386 9.6607487107976322 leaf_count=6593 307 3492 3454 1955 302287 53095 87 181910 103004 6119 3796 70 3786 3478 146 5319 17035 12025 1712 6941 3061 3463 41 1189 1441 3181 3338 76 22 2089 internal_value=0 -6.68318e-06 0.000346807 0.00201106 0.000106023 -0.00022097 -0.00184867 -9.63696e-05 -0.000880855 0.00244891 0.00174833 0.00423862 4.8078e-05 0.000171167 -0.00468061 -0.00637961 -0.00301158 -0.00131105 0.000875756 0.00151524 0.000435311 0.00179356 0.00510693 0.00329974 0.00439229 0.00524382 0.00200656 -0.00226443 -0.00334821 -0.00487435 internal_weight=0 11550.5 4359.32 550.988 3808.33 7191.18 511.343 6679.83 2491.29 108.9 105.768 79.0609 1250.37 3774.23 55.2924 49.4364 402.443 201.06 114.033 519.656 323.738 217.23 86.5573 195.918 163.269 147.088 82.383 41.4097 16.181 15.6092 internal_count=734512 734205 344973 30289 314684 389232 47437 341795 159885 10072 9985 6189 56881 311230 8943 8797 37365 20330 8305 28334 13506 10445 3504 14828 13639 10087 6906 3568 3552 3530 is_linear=0 shrinkage=0.01 Tree=762 num_leaves=31 num_cat=0 split_feature=4 10 4 10 6 6 3 10 6 4 6 3 4 3 34 10 10 3 6 3 3 6 3 10 6 6 10 10 10 10 split_gain=9.07269 8.57591 14.3166 14.5386 13.8389 12.065 9.73865 11.5431 10.2199 16.4929 9.16393 11.3008 9.06998 11.8934 9.04321 14.4345 10.5524 8.67256 15.9688 13.4114 26.6001 17.9891 13.3188 12.1165 11.3697 9.72237 25.2836 15.354 17.0936 11.4397 threshold=42.000000000000007 5.2550000000000008 20.500000000000004 4.1150000000000011 193.50000000000003 416.50000000000006 0.26365441906653431 5.6750000000000007 276.50000000000006 29.500000000000004 1.5000000000000002 0.13759296822177147 1.0000000180025095e-35 0.65465367965367982 1.0000000180025095e-35 4.3550000000000013 4.8750000000000009 0.16749174917491746 100.50000000000001 0.49441323345817728 0.50117370892018787 4.5000000000000009 0.58363746958637475 3.5950000000000002 211.50000000000003 1.0000000180025095e-35 2.5250000000000004 2.7050000000000005 2.8050000000000002 4.0250000000000012 decision_type=10 8 8 10 2 2 2 10 2 10 2 2 10 2 2 8 10 2 2 2 2 2 2 10 2 2 10 10 10 10 left_child=1 2 3 4 -1 6 7 8 -3 -10 11 -5 13 -8 16 -16 -13 18 25 -19 21 -21 23 24 -22 27 -27 -4 -29 -30 right_child=-2 5 17 10 -6 -7 12 -9 9 -11 -12 14 -14 -15 15 -17 -18 19 -20 20 22 -23 -24 -25 -26 26 -28 28 29 -31 leaf_value=-0.00029756906077502929 0.013734804217537531 0.00033288292081770909 0.0029187650855958219 -0.0056123113544117162 0.011539499943541861 -0.0036939039494416448 -0.11251335775000076 -0.0017328771109283853 -0.01047271119643374 0.095999795458646189 -0.0050534970382397548 -0.0052518400137423942 0.00070527730703575102 0.0089817006575196312 0.05487041267602849 -0.011992566182362392 0.0013611987633588955 -0.0011552793753474677 -0.0082546756104543151 0.0022072062110162906 -0.0009824485677081508 -0.0018772816541438836 -0.00013765988534939912 -0.0032860738160639807 0.006145480082367729 -0.0045072779549588287 0.0023429707829593928 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9.20989 10.6204 9.15009 8.68044 8.57909 17.2891 8.37578 threshold=0.99998801946640026 1.014916506392183e-06 5.9105306718265645e-05 6.0750000000000011 0.6303343176841737 1.0000000180025095e-35 18.500000000000004 1.0000000180025095e-35 5.4450000000000012 42.000000000000007 2.5000000000000004 7.6350000000000007 4.5550000000000006 6.1150000000000011 5.745000000000001 0.99641901254653942 6.8150000000000004 6.3350000000000009 17.500000000000004 0.99999946355819713 4.1750000000000007 5.535000000000001 5.5050000000000008 21.500000000000004 9.8950000000000014 29.500000000000004 0.017575767822563603 6.5000000000000009 1.0000000180025095e-35 6.1950000000000012 decision_type=2 2 2 10 2 2 10 2 10 8 8 10 8 10 8 2 10 10 10 2 10 10 10 8 10 10 2 10 2 10 left_child=1 27 3 -3 8 6 -5 -8 9 -4 11 13 -12 18 -14 16 17 -15 -6 20 -2 22 -10 -16 -25 -22 -24 -1 -29 -7 right_child=19 2 4 5 10 29 7 -9 21 -11 12 -13 14 15 23 -17 -18 -19 -20 -21 25 -23 26 24 -26 -27 -28 28 -30 -31 leaf_value=-0.0075857162333632169 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34.458012253046036 43.799769878387451 1982.9270607619546 229.17086830339395 14.165500421309844 1243.1860027236398 18.823732478544116 131.89107750519179 5.6047531347721806 10.401935157133266 27.128395208157599 6.3031569286540607 0.050270188716240116 6.2287006143014878 leaf_count=301671 11068 144835 105184 9020 1746 48 2481 9584 2080 26 459 1012 947 594 838 2396 219 293 29659 76507 1824 17721 697 1792 66 1202 167 9722 24 630 internal_value=0 -0.000219449 -1.69821e-05 -0.00216851 0.000124953 0.00143723 0.000500098 0.0034196 -0.00010301 -0.000290963 0.000734191 0.000970548 -0.000825689 0.000808007 -1.5067e-05 -0.00159095 -0.00338518 -0.00177613 0.00108414 0.00832944 0.00494298 0.000723504 0.00320868 -0.00168425 -0.00307661 -6.12249e-05 0.00723851 -0.00734586 0.00415511 0.0150911 internal_weight=0 11257.4 10946.4 677.437 10268.9 103.946 97.2699 60.6571 7472.79 6088.28 2796.15 2428.22 367.931 2343.06 318.96 241.857 143.811 109.353 2101.2 295.339 66.1685 1384.51 141.32 193.5 137.496 24.5674 45.9521 310.996 6.35343 6.67616 internal_count=734512 643911 332494 166598 165896 21763 21085 12065 125875 105210 40021 35919 4102 34907 3643 3502 1106 887 31405 90601 14094 20665 2944 2696 1858 3026 864 311417 9746 678 is_linear=0 shrinkage=0.01 Tree=764 num_leaves=31 num_cat=0 split_feature=10 6 3 47 10 10 10 6 6 10 10 3 10 10 10 10 3 3 47 10 47 3 28 6 3 10 47 6 6 10 split_gain=8.67345 11.8792 9.35169 20.7722 16.3373 18.2631 11.3341 21.3609 19.9938 18.2274 15.0658 26.6022 17.2975 14.0596 12.3733 8.69139 14.8975 10.7262 9.11393 8.52635 8.90448 9.92525 8.26094 10.3621 9.09767 8.59244 20.6898 14.6572 14.0542 10.2471 threshold=5.2550000000000008 416.50000000000006 0.26365441906653431 1.0000000180025095e-35 7.0550000000000006 5.705000000000001 5.6650000000000009 83.500000000000014 1.0000000180025095e-35 9.2600000000000016 5.3650000000000011 0.20087719298245613 5.3050000000000006 5.3750000000000009 9.2600000000000016 5.5050000000000008 0.98399897593445995 0.60061349693251542 1.0000000180025095e-35 5.4750000000000005 1.0000000180025095e-35 0.75103305785123975 1.0000000180025095e-35 2.5000000000000004 0.091229193341869366 4.3950000000000005 1.0000000180025095e-35 211.50000000000003 44.500000000000007 4.3150000000000004 decision_type=8 2 2 2 8 10 8 2 2 8 10 2 10 10 10 10 2 2 2 8 2 2 2 2 2 10 2 2 2 10 left_child=22 2 3 4 5 -2 7 13 14 -10 11 12 -9 -5 -8 16 19 18 -17 -3 21 -21 25 -24 -25 27 -27 29 -28 -1 right_child=1 15 -4 6 -6 -7 8 10 9 -11 -12 -13 -14 -15 -16 17 -18 -19 -20 20 -22 -23 23 24 -26 26 28 -29 -30 -31 leaf_value=-0.00021341043185022971 0.0019505139449254355 -0.0040534789363697102 0.00070097466992031002 -0.0025726570950582541 0.0042076288970548112 -0.0060365501317073324 -0.00056718541741035628 0.031695690927752665 -0.0020908534473893406 -0.0077137905980163828 0.0091281734662072376 -0.010531290617482507 0.11569270752596532 0.0025958192026089406 0.013446053218813961 -0.012322123755303026 0.049548132008216443 -0.009683675387295157 0.002249121170796722 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50367 6281 internal_value=0 0.000350879 0.000418781 -0.000353923 0.00198626 -0.000593773 -0.00112762 0.000834069 -0.00179772 -0.00391846 0.0230439 0.0485382 0.0785719 0.000395977 -0.000330773 -0.00366048 0.00253081 -0.0055942 -0.000852812 0.000696922 0.0114905 0.0341355 -0.000214463 0.00130164 -0.000483548 -0.000290314 -0.000715202 5.28625e-06 -0.000262943 -0.000127445 internal_weight=0 4361.33 4288.73 1147.27 285.058 131.882 862.214 219.537 642.677 262.78 4.24663 1.49949 0.994063 215.29 379.896 72.5963 17.2776 55.3187 25.6174 16.629 5.08198 1.29423 7183.55 342.269 166.743 6841.28 2806.82 4034.46 2197.16 3847.86 internal_count=734512 345271 334401 62731 25747 7640 36984 10955 26029 13525 552 255 129 10403 12504 10870 4150 6720 2519 4121 425 93 389241 18623 12854 370618 215133 155485 152211 145315 is_linear=0 shrinkage=0.01 Tree=765 num_leaves=31 num_cat=0 split_feature=4 5 2 1 1 1 2 1 1 5 28 1 3 1 1 3 2 2 18 1 3 1 47 2 1 1 1 5 2 2 split_gain=8.88347 8.34417 16.8233 18.9756 10.3441 14.6504 9.77149 12.2362 16.5847 12.1125 10.5813 11.3609 10.5334 10.2974 8.42983 33.5164 17.7777 15.4496 12.7722 17.7399 11.2955 10.61 10.5844 8.37086 7.81057 7.19204 15.8448 16.7464 13.1325 10.8133 threshold=42.000000000000007 3.5000000000000004 0.2573593073593074 -19.499999999999996 -351.49999999999994 -356.49999999999994 0.12560679611650488 -35.499999999999993 -36.499999999999993 4.5000000000000009 1.0000000180025095e-35 -34.499999999999993 0.79187293729372954 -210.49999999999997 -62.499999999999993 0.21483516483516482 0.69789381307591059 0.69261053906723202 1.0000000180025095e-35 -31.499999999999996 0.42124060150375936 -60.499999999999993 1.0000000180025095e-35 0.57919331037875066 -358.49999999999994 -41.499999999999993 -49.499999999999993 1.5000000000000002 0.93063352044907788 0.51739261947973392 decision_type=10 8 2 10 8 10 2 10 10 8 2 10 2 8 10 2 2 2 2 10 2 10 2 2 10 8 10 10 2 2 left_child=1 25 4 14 5 24 7 8 9 13 11 -8 -13 -6 16 22 17 -4 21 20 23 -17 -16 -20 -3 26 -1 -28 29 -27 right_child=-2 2 3 -5 6 -7 10 -9 -10 -11 -12 12 -14 -15 15 18 -18 -19 19 -21 -22 -23 -24 -25 -26 28 27 -29 -30 -31 leaf_value=9.6047498046191688e-05 0.013693329018647614 0.0017243831160228655 -0.0020589750739685177 0.024715242737838063 0.0019041524788813065 0.016154263952396507 0.0014057326600659191 -0.012766379734749611 0.015672023162956242 0.0015990232495646467 0.026337094185840054 0.020829276002605306 -0.015427951531898791 -0.005389728830871774 -0.015122211036704462 0.0053449801258160243 -0.0070083203421444145 0.024054131550908704 0.075737798475652471 0.092856658166423217 -0.0076893098374769611 -0.0078266299539504237 0.011811686230552041 -0.010358559390537883 -0.044185267237581323 -0.00015266063271127459 0.0025311318033847878 -0.0014712257937483304 0.002117077139682439 -0.0015226488820741547 leaf_weight=6685.8141801455349 4.7351061102235681 14.48438195773633 255.53595423101797 2.5739856066065832 26.271242754301056 10.107931386388373 85.931569127511466 8.5610208572470565 6.1039410579251117 89.354501384135801 1.8769187111174677 5.313857398054096 0.94354733108775679 73.529881005233619 1.5584430297021779 7.3661613167205351 89.12882015274954 2.285956439387518 0.34712543629575554 0.28621033043600519 1.2897900909301823 36.022777914389735 22.876344031712506 0.16738016507588327 0.3803037474863239 2500.9496113434725 521.53902068827301 130.75047541549429 209.12270091677783 748.58042526119971 leaf_count=368883 307 1038 36344 103 2111 200 21747 353 144 3283 360 102 77 4487 21 1776 5527 89 57 14 148 4515 1010 52 34 177844 22465 8353 14231 58837 internal_value=0 -6.51055e-06 -0.00103208 -0.00235288 0.000683832 0.00686588 0.000165574 -0.00106483 -0.000551782 -0.00107531 0.00283159 0.00235303 0.0153621 -0.00346972 -0.00252002 0.000647819 -0.00315837 -0.00182745 -0.00442726 0.0197156 0.00811347 -0.00559048 0.0100939 0.0477287 0.000549813 6.39992e-05 0.00024119 0.00172887 -0.00031194 -0.000468259 internal_weight=0 11539.1 742.298 419.439 322.859 24.9726 297.886 203.821 195.26 189.156 94.0659 92.189 6.2574 99.8011 416.865 69.9142 346.951 257.822 45.4794 2.09051 1.8043 43.3889 24.4348 0.514506 14.8647 10796.8 7338.1 652.289 3458.65 3249.53 internal_count=734512 734205 83592 49656 33936 1272 32664 10378 10025 9881 22286 21926 179 6598 49553 7593 41960 36433 6562 271 257 6291 1031 109 1072 650613 399701 30818 250912 236681 is_linear=0 shrinkage=0.01 Tree=766 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 10 1 10 10 10 10 1 10 10 2 2 10 10 2 2 11 10 1 1 10 1 1 10 10 1 split_gain=207.821 160.352 32.8045 17.1417 16.0487 19.0984 19.9559 19.569 14.8941 17.3293 14.4791 16.0512 15.7446 61.0671 38.8463 14.0334 13.2334 13.186 12.5689 12.9064 12.1844 13.2299 31.4611 45.5215 27.7131 15.6436 12.8423 14.7505 11.7385 30.1211 threshold=0.99998801946640026 1.014916506392183e-06 3.4519272958277731e-05 -348.49999999999994 -37.499999999999993 5.7950000000000008 -26.499999999999996 6.2550000000000008 2.5250000000000004 2.5650000000000004 6.0450000000000008 -314.49999999999994 7.0550000000000006 6.8150000000000004 0.39938650306748474 0.87596153846153857 1.635 6.1250000000000009 0.50151515151515158 0.48846085567193326 0.92614999413490307 6.1150000000000011 -59.499999999999993 -53.499999999999993 6.1550000000000011 -49.499999999999993 -83.499999999999986 3.9050000000000007 3.4550000000000005 -89.499999999999986 decision_type=2 2 2 10 8 8 8 8 8 8 10 10 8 10 2 2 10 8 2 2 2 10 10 10 10 10 10 8 10 10 left_child=1 -1 3 -3 8 15 7 -7 16 -10 -5 12 13 17 -15 18 -4 -12 19 -6 28 26 24 -24 -23 -25 27 -22 29 -11 right_child=-2 2 4 10 5 6 -8 -9 9 20 11 -13 -14 14 -16 -17 -18 -19 -20 -21 21 22 23 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0073255490922813386 0.0083147864201540897 -0.0056337552988439225 0.00064063574442806777 -0.002303337632732938 -0.0011036149091762904 0.0074219334321382543 0.0023806115848871647 -0.0053012304901958228 0.0056904734503798824 -0.0029923161170638509 0.092084815852141649 0.0017692606975227541 -0.01011945513684521 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39450 2203 93805 30910 182 10614 792 658 4746 32 17149 91 26 15 2369 3536 162 12876 5988 556 1299 129 299 3195 374 5502 3924 75884 15728 internal_value=0 -0.000217388 -1.68716e-05 -0.00240174 0.000108842 -0.000534268 0.00136657 -0.00305307 0.000348934 0.000449915 -0.00143372 0.00251539 0.0307891 0.0504629 0.192163 -0.000889866 -0.0015999 0.0178387 -0.00108794 -0.000674081 0.000403959 0.00149474 -0.000190206 -0.00611777 0.00154147 0.000130634 0.00237155 0.000907882 0.000247357 -0.000487604 internal_weight=0 11250.4 10941.7 547.889 10393.8 2825.49 445.275 83.0976 7568.34 7195.5 421.611 76.0868 1.95627 1.32098 0.247217 2380.21 372.841 1.07377 2231.71 1711.28 7132.95 895.499 306.502 69.2967 237.205 43.4642 588.997 297.089 6237.45 1611.63 internal_count=734512 643911 332494 150730 181764 63731 11588 974 118033 112294 111280 17475 326 235 41 52143 5739 194 49774 36898 111636 15278 5296 802 4494 673 9982 4480 96358 20474 is_linear=0 shrinkage=0.01 Tree=767 num_leaves=31 num_cat=0 split_feature=4 5 3 10 6 6 10 10 5 6 10 10 6 47 10 10 3 3 10 6 10 0 3 6 10 10 28 4 3 5 split_gain=8.78226 8.17773 12.4491 13.047 13.9683 14.5154 14.4217 11.5076 18.8574 15.4805 9.76165 9.0752 13.9423 19.5171 21.8265 17.5945 17.0255 34.5987 37.5506 19.791 15.8608 14.1289 13.2444 11.1588 10.9127 11.837 19.1516 15.0072 15.8542 24.7977 threshold=42.000000000000007 3.5000000000000004 0.73703419131771042 5.7250000000000005 340.50000000000006 416.50000000000006 5.5150000000000006 4.8850000000000007 11.500000000000002 6.5000000000000009 4.8450000000000006 5.4450000000000012 6.5000000000000009 1.0000000180025095e-35 6.1150000000000011 7.1650000000000009 0.68783602150537648 0.66536458333333337 5.5750000000000011 261.50000000000006 7.995000000000001 1.0000000180025095e-35 0.70036496350364974 45.500000000000007 8.8300000000000018 5.7650000000000006 1.0000000180025095e-35 13.500000000000002 0.091229193341869366 1.5000000000000002 decision_type=10 8 2 8 2 2 10 10 8 2 10 8 2 2 8 8 2 2 10 2 8 2 2 2 10 10 2 10 2 10 left_child=1 11 7 4 6 -6 -4 10 -9 -10 -3 -1 13 15 -15 -13 17 24 23 22 -21 -20 -18 -19 25 -14 27 -27 -29 -30 right_child=-2 2 3 -5 5 -7 -8 8 9 -11 -12 12 16 14 -16 -17 19 18 21 20 -22 -23 -24 -25 -26 26 -28 28 29 -31 leaf_value=-0.00012565492704546004 0.013685261814057778 -0.0033683037157059819 0.0005747622518765161 -0.0014769917325099817 0.027563135133875712 -0.0076763430999231023 0.0095953924482521588 -0.0013295858475545032 0.015531845478952524 -0.0097720890978757191 -0.012710060062352148 -0.00074451991498308292 6.2946373388248709e-05 0.0013031650995957531 -0.001505516048676546 0.0032843904635746204 -0.0076748884338467332 0.016371000559183436 0.00061032239707419227 -0.0097335969289704446 0.0034006873048821242 0.02712580725336864 0.00082586977953229572 0.0049023277820892429 -0.011850237665877649 -0.0011465563210992507 -0.0089781393310476472 -0.0026807231834060524 0.0076969426258119492 0.0010259891239258385 leaf_weight=7573.014045560034 4.6867029778077258 150.93362108443398 80.158155752840685 107.40372092585312 4.4232819732278577 1.5887035643390843 22.754271921643522 347.189375857095 11.591658333258236 3.0549095949972971 12.081109500693854 177.87477360671619 284.09386128134793 390.67124283791054 948.24771394571871 277.48883160558762 18.882079417991918 39.258153939794283 48.877826503827237 33.940440871519968 12.610097017895894 2.0957601045956826 624.62950309264124 10.822656638745682 6.1181426120165261 61.553834034421016 13.209706400346475 28.748679137846921 147.83429194916971 89.433422332396731 leaf_count=427586 307 11642 6725 20544 138 410 2176 38100 300 2767 790 9022 23808 14609 42179 35789 1399 804 3162 3835 1428 109 50732 951 3783 7796 1714 559 10967 10381 internal_value=0 -6.44695e-06 -0.00102253 0.000996161 0.00343479 0.0182509 0.00256925 -0.00185457 -0.000860697 0.0102541 -0.00406063 6.33527e-05 0.000508372 -7.77707e-05 -0.000685996 0.00171061 0.00124791 0.00231024 0.00774268 0.000120953 -0.00617564 0.0017005 0.000576438 0.0138926 0.00144022 0.00157035 0.00282701 0.00330307 0.00433267 0.00518246 internal_weight=0 11530.6 741.179 216.328 108.924 6.01199 102.912 524.851 361.836 14.6466 163.015 10789.4 3216.39 1794.28 1338.92 455.364 1422.11 732.046 101.054 690.062 46.5505 50.9736 643.512 50.0808 630.992 624.874 340.78 327.57 266.016 237.268 internal_count=734512 734205 83592 29993 9449 548 8901 53599 41167 3067 12432 650613 223027 101599 56788 44811 121428 64034 5026 57394 5263 3271 52131 1755 59008 55225 31417 29703 21907 21348 is_linear=0 shrinkage=0.01 Tree=768 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 10 10 1 10 5 10 11 10 10 11 10 10 10 5 11 10 10 1 1 10 10 1 5 11 split_gain=205.281 158.311 32.214 18.2008 20.4637 15.7809 17.9933 15.3798 26.2521 20.5489 19.7747 19.3793 31.1555 19.4568 18.8801 15.2035 14.4932 14.4247 17.7474 13.6014 23.438 21.6678 13.5757 18.1785 14.0817 12.9495 12.8141 37.6633 18.3533 17.3492 threshold=0.99998801946640026 1.014916506392183e-06 5.9105306718265645e-05 -348.49999999999994 inf 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107068 101783 13655 8525 5130 123130 19032 391 4606 100314 21925 78389 15608 is_linear=0 shrinkage=0.01 Tree=769 num_leaves=31 num_cat=0 split_feature=4 5 1 6 1 1 6 6 1 0 1 1 28 6 6 5 1 1 6 5 1 1 6 6 1 6 6 6 0 1 split_gain=8.68788 7.98348 9.66462 20.4 10.6938 21.6524 22.5946 13.2704 9.20103 18.5832 17.8203 9.66571 10.1815 8.45089 59.9211 8.10048 7.64288 14.3432 15.3938 9.59067 11.1932 26.9295 10.5266 28.3835 42.0584 8.99015 10.4282 12.493 12.9651 14.4002 threshold=42.000000000000007 3.5000000000000004 -38.499999999999993 340.50000000000006 -344.49999999999994 -361.49999999999994 383.50000000000006 280.50000000000006 -35.499999999999993 1.0000000180025095e-35 -20.499999999999996 -18.499999999999996 1.0000000180025095e-35 47.500000000000007 49.500000000000007 8.5000000000000018 -48.499999999999993 -49.499999999999993 135.50000000000003 10.500000000000002 -64.499999999999986 -59.499999999999993 46.500000000000007 34.500000000000007 -62.499999999999993 213.50000000000003 17.500000000000004 14.500000000000002 1.0000000180025095e-35 -125.49999999999999 decision_type=10 8 10 2 8 10 2 2 10 2 10 8 2 2 2 8 10 10 2 10 10 10 2 2 10 2 2 2 2 10 left_child=1 -1 4 8 5 13 -7 16 9 -4 15 -12 -13 -3 -15 -10 17 19 -19 20 25 22 23 -22 -25 26 27 -6 29 -29 right_child=-2 2 3 -5 7 6 -8 -9 10 -11 11 12 -14 14 -16 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=6.2582013376486433e-05 0.013678795365957981 -0.0077498884797124745 -0.0082152181947627474 0.024114648973709189 -0.0017527642539409045 0.0070454237144617713 0.078645152887467193 -0.0096121037888118963 -0.0016638084568233067 0.011868169467385075 0.037327555661270488 -0.0093884698609544466 0.033819379455234166 0.21641611116881451 0.0011764771223831579 -0.016870305390366571 -0.0064968554290164198 0.020051969766475167 0.13053143349624627 0.0040517375692472584 0.0078632395613840982 -0.0070430757106854447 -0.0072405775922156062 -0.010200634449197242 0.2001206129310279 0.0069901175075857891 -0.0045780012209110724 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threshold=0.99998801946640026 1.014916506392183e-06 3.4519272958277731e-05 6.0750000000000011 0.49114476144313818 4.5000000000000009 29.500000000000004 6.1150000000000011 2.269744709337829e-05 0.28629976580796251 0.97156334231805941 1.9484248696244325e-05 5.4750000000000005 44.500000000000007 6.0550000000000006 13.500000000000002 18.500000000000004 273.50000000000006 423.50000000000006 0.31287650602409645 5.535000000000001 0.38119783996072654 5.5150000000000006 5.8950000000000005 0.45495129870129869 0.46634304207119742 0.99999946355819713 4.1750000000000007 52.500000000000007 4.9050000000000011 decision_type=2 2 2 10 2 2 10 10 2 2 2 2 10 2 10 2 2 2 2 2 10 2 8 10 2 2 2 10 2 10 left_child=1 -1 3 -3 12 -5 7 8 -7 -9 -8 -12 -4 14 16 -16 19 -15 -6 -14 21 22 -21 24 -22 -26 27 -2 -29 -30 right_child=26 2 4 5 18 6 10 9 -10 -11 11 -13 13 17 15 -17 -18 -19 -20 20 23 -23 -24 -25 25 -27 -28 28 29 -31 leaf_value=-0.0072849763183914628 0.0078427534377689262 -0.0031139365513123914 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643911 332494 150730 181764 20368 15754 11543 77 11466 4211 302 139172 22049 15247 7500 7747 6802 42592 6358 4819 915 107 3904 3274 2700 90601 14094 3026 52 is_linear=0 shrinkage=0.01 Tree=771 num_leaves=31 num_cat=0 split_feature=4 40 4 4 27 3 6 6 38 6 47 3 3 6 3 3 6 3 3 6 3 6 6 4 47 3 6 24 4 3 split_gain=8.59127 7.36107 6.59333 10.6832 6.2981 6.13196 8.47247 5.86333 5.56373 5.33693 5.1447 6.78958 10.3372 12.0417 24.3079 5.92853 5.0369 6.89744 8.71085 4.88225 8.00436 4.85008 5.48498 7.98591 5.21739 5.63533 5.19154 4.71037 4.5101 4.29759 threshold=42.000000000000007 1.0000000180025095e-35 9.5000000000000018 6.5000000000000009 1.0000000180025095e-35 0.9566262541806021 3.5000000000000004 7.5000000000000009 1.0000000180025095e-35 410.50000000000006 1.0000000180025095e-35 0.94754041967664271 0.97595180722891584 9.5000000000000018 0.95867486338797814 0.92342186961021067 1.5000000000000002 0.69967320261437915 0.76220238095238102 65.500000000000014 0.99147117657755979 60.500000000000007 37.500000000000007 8.5000000000000018 1.0000000180025095e-35 0.96568544995794792 113.50000000000001 1.0000000180025095e-35 27.500000000000004 0.64530791788856312 decision_type=10 2 10 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 10 2 left_child=1 2 3 9 8 -5 -7 -8 27 10 -1 15 13 14 -13 -12 17 29 -19 -14 -21 22 23 24 -9 -26 -23 -4 -29 -10 right_child=-2 -3 4 5 -6 6 7 21 16 -11 11 12 19 -15 -16 -17 -18 18 -20 20 -22 26 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.0025907794225209484 0.013671865916704806 -0.0079461682170044734 3.9902787555122332e-05 -0.0032064463532785743 -0.0079662948717160089 -0.005428502453467458 0.06800486686047047 0.039176576110779342 0.0035236947892967065 -0.01037899167096569 -0.00083644831726871222 -0.010203101978885807 -0.0030585133251895529 0.0088424946801903877 0.20680677063278294 -0.008471418441924233 0.00025525848292790233 0.02241127614681469 0.0045396194951855132 0.012060368283458897 -0.0047895650970992635 -0.0095907975029796404 0.0203987636162766 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6.27046e-05 0.000162611 0.000325375 -0.000416006 0.00296589 0.00993244 0.0852001 -0.0012859 0.00300265 0.00586751 0.0121831 -0.000176617 0.00502961 0.00554587 0.00962885 0.00489069 0.00988362 0.00694155 -0.00142259 4.54047e-05 0.00791778 0.00238131 internal_weight=0 11513.7 11502.1 553.156 10948.9 242.109 27.3371 17.1981 10939.1 311.048 306.318 230.789 47.2184 14.6783 0.209521 183.571 63.9941 31.3273 11.1422 32.5401 11.5944 17.0465 10.7486 7.46461 6.05392 5.50138 6.29785 10875.1 7.59521 20.1851 internal_count=734512 734205 733459 66463 666996 29281 1980 1098 665585 37182 36044 26994 4045 1755 49 22949 2672 670 210 2290 347 1083 834 671 473 462 249 662913 515 460 is_linear=0 shrinkage=0.01 Tree=772 num_leaves=31 num_cat=0 split_feature=7 5 2 1 1 1 2 6 1 1 1 5 1 1 1 2 2 2 6 18 1 1 2 6 1 1 1 5 1 6 split_gain=7.84396 7.82217 16.2362 17.8488 9.91437 14.1074 9.5617 12.0985 14.8673 11.8498 15.6768 11.7044 10.1189 9.09153 8.10938 32.5772 17.5069 14.9491 12.5911 12.0669 15.3411 10.5754 10.1017 7.95681 9.62649 8.72976 8.26129 17.3737 7.60678 7.53422 threshold=1.0000000180025095e-35 3.5000000000000004 0.2573593073593074 -19.499999999999996 -351.49999999999994 -356.49999999999994 0.12560679611650488 215.50000000000003 -66.499999999999986 -35.499999999999993 -36.499999999999993 4.5000000000000009 -210.49999999999997 -60.499999999999993 -62.499999999999993 0.79361054766734285 0.69789381307591059 0.69261053906723202 1.5000000000000002 1.0000000180025095e-35 -31.499999999999996 -60.499999999999993 0.57719393282773568 2.5000000000000004 -127.49999999999999 -126.49999999999999 -192.49999999999997 8.5000000000000018 -358.49999999999994 93.500000000000014 decision_type=10 8 2 10 8 10 2 2 10 10 10 8 8 10 10 2 2 2 2 2 10 10 2 2 8 10 10 10 10 2 left_child=1 -1 4 14 5 28 9 13 -9 10 11 12 -6 29 16 19 17 -4 -17 21 22 -16 -21 24 -13 26 -25 -28 -3 -8 right_child=-2 2 3 -5 6 -7 7 8 -10 -11 -12 23 -14 -15 15 18 -18 -19 -20 20 -22 -23 -24 25 -26 -27 27 -29 -30 -31 leaf_value=6.2556517453057618e-05 0.014104365382903642 0.0017184116677387449 -0.0019983506684552528 0.023692409040182685 0.0019192891678323316 0.015898304021141563 0.0036544145984292939 -0.0011595666837578269 0.019837985037976218 -0.01267296315545053 0.015174050600808613 -0.0031964705488184857 -0.0053192585061706274 -0.0080430784006884359 0.0053844806935831923 -0.007149490551697989 -0.0069192905317632123 0.023573499571104391 0.01323758745782262 -0.0075918584469679617 0.083416703408275894 -0.0076722064402348503 0.043471170474842911 0.0052468693788798801 0.0066732879395484893 -0.0041554696836271212 0.014428498108881161 0.14999227956318559 -0.043369045405042543 -0.0070226198642671499 leaf_weight=10775.109096096363 3.941174682811833 14.430767300538717 254.27371865767054 2.6248803229536852 26.234979641449172 10.050377623003442 63.039259289973415 5.6428383013408157 8.3795190868549962 8.393862904631531 6.1497305759694418 13.317334450781344 73.186784563906258 9.1846138184773718 7.4933008847001465 3.5661472663050544 88.830964061548002 2.3068171612103461 20.126102042209823 1.2855495054973292 0.31406653311569144 36.037076681124745 0.55453936284175132 6.0594147055526264 38.31172165699536 30.876232677605003 0.39637232356471841 0.12414780503604561 0.38414855825249183 7.3830589391873209 leaf_count=650671 246 1038 36345 103 2112 200 10900 597 220 353 144 339 4488 3726 1777 83 5527 89 932 147 17 4527 110 419 1484 832 206 3 34 6843 internal_value=0 -5.70067e-06 -0.00100099 -0.00230197 0.000687869 0.00675326 0.000179517 0.00282326 0.0113882 -0.00103955 -0.0005379 -0.00105048 -0.00340918 0.00131459 -0.00246647 0.000653442 -0.00309311 -0.00176844 0.0101689 -0.00428134 0.0188218 -0.00542463 0.00779678 0.00158191 0.00412746 -0.00192684 0.00853097 0.0467614 0.000549301 0.00253504 internal_weight=0 11514.1 738.958 417.413 321.545 24.8653 296.68 93.6293 14.0224 203.051 194.657 188.507 99.4218 79.6069 414.788 69.3768 345.411 256.581 23.6922 45.6845 2.15416 43.5304 1.84009 89.0852 51.6291 37.4562 6.57993 0.52052 14.8149 70.4223 internal_count=734512 734266 83595 49657 33938 1272 32666 22286 817 10380 10027 9883 6600 21469 49554 7593 41961 36434 1015 6578 274 6304 257 3283 1823 1460 628 209 1072 17743 is_linear=0 shrinkage=0.01 Tree=773 num_leaves=31 num_cat=0 split_feature=11 11 11 11 6 11 6 4 2 2 11 11 6 2 6 4 6 11 4 4 4 6 6 11 6 11 11 6 6 11 split_gain=200.378 154.276 31.0885 14.167 11.7317 9.98849 9.82868 9.46567 9.2452 9.03984 8.77695 7.74789 7.57769 14.8315 25.4441 7.39515 6.78259 9.66127 6.32013 11.5946 5.15281 5.08808 5.08037 8.27666 12.7741 8.04096 6.72329 6.62082 7.28719 8.50027 threshold=0.99998801946640026 1.014916506392183e-06 3.4519272958277731e-05 0.49114476144313818 423.50000000000006 0.99999946355819713 1.0000000180025095e-35 42.000000000000007 0.26699669966996703 0.52960654460459688 0.99991196393966686 1.2968254026191067e-07 89.500000000000014 0.90061728395061735 187.50000000000003 28.500000000000004 96.500000000000014 1.1376555448805449e-05 9.5000000000000018 6.5000000000000009 29.500000000000004 94.500000000000014 19.500000000000004 4.4982181861996657e-05 13.500000000000002 4.1026178223546601e-05 0.017575767822563603 270.50000000000006 133.50000000000003 0.007890905253589103 decision_type=2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 10 2 2 10 10 10 2 2 2 2 2 2 2 2 2 left_child=1 11 6 7 10 -2 20 18 -6 -8 -5 -1 -11 16 -15 -10 17 -14 19 22 -3 -19 23 24 25 -4 -25 28 -24 -30 right_child=5 2 3 4 8 -7 9 -9 15 12 -12 -13 13 14 -16 -17 -18 21 -20 -21 -22 -23 27 26 -26 -27 -28 -29 29 -31 leaf_value=-0.0093764116177619972 0.0048055104721114019 -0.0064038734840120518 -0.010109967194591785 0.00062930600132507107 -0.011638114116760469 0.0092789425925349899 -0.00053601410497557632 0.018235533658866713 0.003886441984156633 -0.0054359511094012282 0.0035147584507991014 -0.0060487901059485981 -0.010046649968394534 0.019504223305542349 0.20748096661031856 -0.0050612959056039923 -0.0016550118772541756 0.027549991907607291 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1701 18 39 381 179 202 45 internal_value=0 -0.000211229 -1.64768e-05 0.000105581 0.000651247 0.00826963 -0.00234681 -0.0001444 -0.00407247 -0.00144382 0.000727358 -0.00726417 -0.00410047 0.00184334 0.0602653 -0.00171079 0.000393818 0.0197648 -0.00015163 -0.00158308 -0.00434768 0.0395902 0.000133023 -0.00114363 0.0260868 0.0113763 -0.00142115 0.00248986 0.00347318 0.011365 internal_weight=0 11231.7 10929.9 10385.9 3263.1 285.68 543.992 7122.79 51.7428 374.83 3211.36 301.806 95.4626 17.5139 0.424022 39.4334 17.0899 1.63467 7119.99 295.637 169.161 0.981767 168.847 109.522 1.10495 0.93073 108.417 59.3258 54.5956 9.6356 internal_count=734512 643911 332494 181764 42592 90601 150730 139172 342 115499 42250 311417 30853 6477 103 275 6374 358 139151 6559 35231 91 3561 2215 133 115 2082 1346 1167 247 is_linear=0 shrinkage=0.01 Tree=774 num_leaves=31 num_cat=0 split_feature=4 10 1 1 1 4 1 1 10 1 10 10 1 10 10 10 2 10 1 10 1 0 10 1 47 10 3 3 18 4 split_gain=8.3318 7.71844 17.1332 22.148 17.5377 14.0056 24.7779 23.9448 20.4536 17.5372 18.953 22.7735 11.4964 11.7806 10.0572 9.94172 11.5717 9.58113 11.8333 15.2737 12.0783 11.3835 10.2062 12.3466 13.2359 9.95387 13.9988 11.0542 9.3684 9.85165 threshold=42.000000000000007 5.2550000000000008 -287.49999999999994 -291.49999999999994 -282.49999999999994 20.500000000000004 -11.499999999999998 -216.49999999999997 3.2350000000000008 -9.4999999999999982 4.705000000000001 4.6750000000000007 -79.499999999999986 5.1350000000000007 3.2050000000000005 5.205000000000001 0.84248120300751894 5.6650000000000009 -306.49999999999994 6.3750000000000009 -308.49999999999994 1.0000000180025095e-35 5.4850000000000012 -330.49999999999994 1.0000000180025095e-35 5.3250000000000011 0.29429808733309276 0.27320574162679429 1.0000000180025095e-35 29.500000000000004 decision_type=10 8 8 10 8 8 8 10 10 8 10 8 10 10 10 10 2 8 10 10 8 2 10 10 2 8 2 2 2 10 left_child=1 5 3 17 -4 6 12 8 -7 -8 11 -11 13 -1 -9 28 -17 21 19 -19 -21 22 23 -3 -25 -26 27 -27 -16 -30 right_child=-2 2 4 -5 -6 7 9 14 -10 10 -12 -13 -14 -15 15 16 -18 18 -20 20 -22 -23 -24 24 25 26 -28 -29 29 -31 leaf_value=-0.0025104835868350601 0.013612850618556082 -0.0015916959137743346 -0.0070696433267271345 0.010152715837019367 0.00015190887889408994 0.00027881176642382974 0.025714690930156787 -0.00037441864128382672 -0.0015870786551107482 0.0034039545038405082 -0.0055997695732286027 0.040109951117217449 -0.0046537051353918099 0.0034596093410365646 0.00089365673064629092 -0.0030015962256855016 0.0098075616139690399 -0.00039280127619207525 -0.0023057737365144641 0.0045042234088299507 0.031691026512648733 -0.0021645419444388339 0.0071108778883339782 0.014508018011243467 -0.0061507191703498052 0.0066502783560806016 0.0024769044314434658 0.040606209299606885 -0.0086922609282635115 0.00023946663084096754 leaf_weight=157.89685402222676 4.4938246747478834 45.609044216776965 33.932300528947962 31.245450722635724 3759.1284968512773 958.37966812920058 3.1447464077500626 1251.2692174854456 1518.0393309705541 76.542401844693813 26.284922164719319 1.7284399488707993 199.75640124944039 41.80308044256526 2760.2050525509403 108.632245390967 7.5423984011285929 130.45740220320295 106.34515309965354 84.695596813951852 1.6662891973392095 32.577628854895011 72.349482856079703 12.559258680674246 9.5618775360344426 1.9402715970645685 18.919987495872192 1.895172024727799 20.964886537054554 30.049625490762992 leaf_count=16203 307 4640 3454 1955 311230 46295 87 30980 113590 6119 3796 70 17035 4127 138093 8091 236 6941 3061 3463 41 1189 4588 581 1082 180 2513 55 1954 2556 internal_value=0 -6.18222e-06 0.000326442 0.00197617 8.73057e-05 -0.000207872 -0.00180976 -8.57986e-05 -0.000864975 0.00244707 0.00174725 0.00421453 -0.00295748 -0.00126077 0.000375968 0.000696709 -0.00216999 0.00148352 0.00042654 0.00176668 0.00502877 0.0032315 0.00431106 0.00207242 0.00579634 0.00241077 0.00600833 0.0234286 0.000815176 -0.00343111 internal_weight=0 11505.1 4342.88 549.823 3793.06 7162.24 507.157 6655.08 2476.42 107.701 104.556 78.2708 399.456 199.7 4178.66 2927.39 116.175 518.577 323.164 216.819 86.3619 195.413 162.835 90.4856 44.8766 32.3173 22.7554 3.83544 2811.22 51.0145 internal_count=734512 734205 344973 30289 314684 389232 47437 341795 159885 10072 9985 6189 37365 20330 181910 150930 8327 28334 13506 10445 3504 14828 13639 9051 4411 3830 2748 235 142603 4510 is_linear=0 shrinkage=0.01 Tree=775 num_leaves=31 num_cat=0 split_feature=4 5 2 6 2 6 6 4 5 5 6 4 4 3 3 27 6 18 4 3 3 6 0 6 6 2 4 6 6 2 split_gain=8.24211 7.66507 15.9388 7.6894 20.5273 6.21423 5.99368 6.78372 5.91974 17.5777 6.5826 5.90708 11.355 7.11803 7.73146 5.84404 5.56389 5.36302 6.39203 5.75705 9.41438 5.8552 7.89645 5.67808 5.25012 12.6219 10.0963 15.6125 8.82295 7.0946 threshold=42.000000000000007 3.5000000000000004 0.2573593073593074 215.50000000000003 0.21889880952380952 416.50000000000006 238.50000000000003 29.500000000000004 7.5000000000000009 6.5000000000000009 283.50000000000006 9.5000000000000018 6.5000000000000009 0.9566262541806021 0.98399897593445995 1.0000000180025095e-35 340.50000000000006 1.0000000180025095e-35 2.5000000000000004 0.46688596491228074 0.47080136402387041 252.50000000000003 1.0000000180025095e-35 19.500000000000004 21.500000000000004 0.25092592592592594 29.500000000000004 42.500000000000007 11.500000000000002 0.047394429469901155 decision_type=10 8 2 2 2 2 2 8 8 10 2 10 10 2 2 2 2 2 10 2 2 2 2 2 2 2 10 2 2 2 left_child=1 11 3 24 6 16 7 -5 9 10 -4 12 17 -14 -15 -13 -6 19 -19 -1 -21 23 -23 -22 28 -26 -27 -28 -3 -30 right_child=-2 2 8 4 5 -7 -8 -9 -10 -11 -12 15 13 14 -16 -17 -18 18 -20 20 21 22 -24 -25 25 26 27 -29 29 -31 leaf_value=-0.002056875002386931 0.013601753842084136 0.00021707462238009252 -0.0020258710264406728 0.061242035080075675 0.013038223394847042 -0.011074256238924085 -0.0056977160060921409 0.0051506819560154515 -0.0069582962635469968 0.012648775049198865 -0.0088853001946801041 0.00012007500279137253 -0.0033707039821479455 0.010440741025295687 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62 1471 84 4493 301 4223 593996 22835 541 1354 1385 75 158 1348 38 9011 1411 18 7330 17150 29 27 41 75 2462 internal_value=0 -6.12592e-06 -0.000992366 0.000682046 0.00676249 0.0176462 -0.0028934 0.0177567 -0.00228304 -0.00197902 -0.00228631 6.14334e-05 -0.00100595 -0.00271321 0.00225433 0.000112836 0.0200026 0.000338604 0.00548738 -3.78013e-05 0.00106791 0.000952648 -0.00727889 0.00138055 0.000288131 -0.00271862 0.0668847 0.117322 0.000867263 0.00623486 internal_weight=0 11504 737.523 321.037 19.5326 9.18247 10.3501 1.23751 416.486 391.057 383.011 10766.5 494.661 217.935 25.4738 10271.8 8.48623 276.726 18.852 257.874 166.625 166.234 8.21431 158.02 301.504 48.6939 0.259147 0.156779 252.81 27.3148 internal_count=734512 734205 83592 33936 1928 334 1594 123 49656 45163 44862 650613 55232 24730 1895 595381 272 30502 1506 28996 17808 17770 1429 16341 32008 17247 97 68 14761 2537 is_linear=0 shrinkage=0.01 Tree=776 num_leaves=31 num_cat=0 split_feature=11 11 11 11 6 11 47 11 4 5 6 18 5 6 6 11 5 11 47 4 4 11 6 40 5 13 6 6 6 11 split_gain=198.008 152.251 30.5288 13.6313 12.2056 14.2861 10.0149 10.0107 9.83885 8.80513 21.9923 14.6773 8.29632 13.5677 7.57114 8.07707 8.60003 7.42919 7.33669 8.11531 7.29709 7.24521 7.80797 7.80368 7.23362 6.84411 6.5777 6.44438 11.5838 13.748 threshold=0.99998801946640026 1.014916506392183e-06 5.9105306718265645e-05 0.9982588291168214 1074.5000000000002 2.8912609195685949e-05 1.0000000180025095e-35 0.99999946355819713 18.500000000000004 6.5000000000000009 388.50000000000006 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 309.50000000000006 0.99997669458389293 2.5000000000000004 2.3415606875687447e-07 1.0000000180025095e-35 22.500000000000004 42.000000000000007 0.089183576405048315 410.50000000000006 1.0000000180025095e-35 15.500000000000002 1.0000000180025095e-35 158.50000000000003 73.500000000000014 75.500000000000014 1.8769860332668034e-07 decision_type=2 2 2 2 2 2 2 2 10 10 2 2 8 2 2 2 8 2 2 10 8 2 2 2 10 2 2 2 2 2 left_child=1 9 4 20 6 -6 -3 24 -8 17 11 27 14 -14 18 16 -16 -1 19 -5 21 -4 23 25 -2 -23 -10 -11 29 -29 right_child=7 2 3 12 5 -7 8 -9 26 10 -12 -13 13 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0088746078034191017 0.0049254435451216143 -0.004069782461447906 -0.00025033323416328755 0.0061454802022487499 0.0049260336203881582 0.055950211556107715 -0.0050366505462496715 0.0092715239524663005 -0.001242668466902267 -0.003764712630545064 0.23680622261506629 0.16051512196221734 -0.042404709437704191 0.0010002906008018621 0.00036316754969274327 -0.023444017820502872 -0.021246101751038027 -0.0056604054849598634 0.0032135544144976176 6.1088330791786617e-05 0.013278574403574162 0.00032786020676216649 -0.0031433823382957782 -0.012945043537809498 -0.072928847059204757 0.0059960860925652587 0.0029174962585636738 0.11276899253623336 0.0014128767272248185 -0.01000533754052974 leaf_weight=167.14128570313915 64.035074516141322 196.12861665745731 4736.2073275134899 24.663829024648294 2.0024452770012426 0.75586770416703064 63.670470107404981 219.21798262384254 365.29886428528698 4.8031673832156221 0.040512669598683604 0.058624516415875294 1.1197479278780513 2.0180320022627711 16.1524284798652 1.9641122454777349 2.0787187516689292 126.21288478374481 259.89590793568641 197.15921651013196 4.1591251534409812 4918.403600148391 65.176592025905848 4.4172383621335021 0.11956404894590278 21.394766312092543 42.419452736969106 0.24434843845665433 0.87565761862788349 0.145526062726276 leaf_count=191410 14092 55181 110202 1068 676 92 17541 76507 78755 7379 20 24 52 104 206 35 10 110261 8704 8793 62 36059 442 28 2 131 14353 412 1632 279 internal_value=0 -0.000209274 -1.64345e-05 0.000118712 -0.0020841 0.0189083 -0.00217084 0.00825474 -0.00138076 -0.00724311 0.0045814 0.00304597 0.00172061 -0.0144892 0.00182194 -0.00417649 -0.00210073 -0.00749173 0.00207342 0.000737593 3.57316e-05 3.008e-05 0.000295201 0.00034053 0.00478035 0.00035241 -0.00080984 0.0015248 0.0216005 0.0669418 internal_weight=0 11224.6 10925.1 10254.8 670.276 2.75831 667.517 283.373 471.389 299.522 6.16784 6.12732 505.052 3.13778 501.914 20.1953 18.2311 293.354 481.719 221.823 9749.76 9745.6 5009.39 4944.22 64.1546 4939.8 407.718 6.0687 1.26553 0.389875 internal_count=734512 643911 332494 165896 166598 768 165830 90601 110649 311417 9746 9726 18972 156 18816 251 216 301671 18565 9861 146924 146862 36660 36218 14094 36190 93108 9702 2323 691 is_linear=0 shrinkage=0.01 Tree=777 num_leaves=31 num_cat=0 split_feature=4 5 2 6 2 6 6 4 5 5 6 4 4 3 3 22 27 6 47 6 6 6 2 3 2 6 6 5 47 4 split_gain=8.07489 7.49476 15.6455 7.56 20.1714 6.08983 5.82098 6.15401 5.81535 17.1944 6.47395 5.76246 11.1456 7.00069 7.56032 5.77939 5.75099 5.5659 5.43902 7.55125 6.65646 5.43736 5.23766 19.9283 16.5062 11.9532 9.4163 11.9385 12.7749 9.72461 threshold=42.000000000000007 3.5000000000000004 0.2573593073593074 215.50000000000003 0.21889880952380952 416.50000000000006 238.50000000000003 29.500000000000004 7.5000000000000009 6.5000000000000009 283.50000000000006 9.5000000000000018 6.5000000000000009 0.9566262541806021 0.98399897593445995 1.0000000180025095e-35 1.0000000180025095e-35 340.50000000000006 1.0000000180025095e-35 19.500000000000004 252.50000000000003 15.500000000000002 0.49882629107981225 0.49441323345817728 0.44018348623853215 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 17.500000000000004 decision_type=10 8 2 2 2 2 2 8 8 10 2 10 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 10 left_child=1 11 3 -3 6 17 7 -5 9 10 -4 12 18 -14 -15 16 22 -6 21 -20 -21 -1 24 -24 -13 26 27 -25 29 -29 right_child=-2 2 8 4 5 -7 -8 -9 -10 -11 -12 15 13 14 -16 -17 -18 -19 19 20 -22 -23 23 25 -26 -27 -28 28 -30 -31 leaf_value=0.0046943061063738018 0.013574059515957753 0.00028685038104776529 -0.0020077752545884374 0.057387482490475018 0.01289988361800838 -0.011060477375297853 -0.0056512638803641012 0.0050846346728475643 -0.0069029932905093887 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51849 38198 13499 5309 2939 is_linear=0 shrinkage=0.01 Tree=778 num_leaves=31 num_cat=0 split_feature=4 5 2 1 1 1 2 1 1 5 1 1 2 1 2 2 2 47 1 1 1 1 1 5 2 0 1 2 2 0 split_gain=7.98793 7.34983 15.3509 17.3801 9.67324 13.7837 9.2484 11.6917 15.3186 11.4727 9.9729 9.40491 9.68746 7.97354 32.0077 17.2573 14.5612 10.5477 8.2111 7.63773 7.3951 7.26175 15.486 16.2419 12.6817 11.6875 11.3993 10.3589 19.4783 12.2094 threshold=42.000000000000007 3.5000000000000004 0.2573593073593074 -19.499999999999996 -351.49999999999994 -356.49999999999994 0.12560679611650488 -35.499999999999993 -36.499999999999993 4.5000000000000009 -210.49999999999997 -34.499999999999993 0.20701970443349751 -62.499999999999993 0.79361054766734285 0.69789381307591059 0.69261053906723202 1.0000000180025095e-35 -60.499999999999993 -60.499999999999993 -358.49999999999994 -41.499999999999993 -49.499999999999993 1.5000000000000002 0.93063352044907788 1.0000000180025095e-35 -42.499999999999993 0.51739261947973392 0.48846085567193326 1.0000000180025095e-35 decision_type=10 8 2 10 8 10 2 10 10 8 8 10 2 10 2 2 2 2 10 10 10 8 10 10 2 2 8 2 2 2 left_child=1 21 4 13 5 20 7 8 9 10 -6 19 -13 15 18 16 -4 -16 -15 -8 -3 22 -1 -24 27 26 -25 28 -23 -30 right_child=-2 2 3 -5 6 -7 11 -9 -10 -11 -12 12 -14 14 17 -17 -18 -19 -20 -21 -22 24 23 25 -26 -27 -28 -29 29 -31 leaf_value=9.4530476906308245e-05 0.013562952773879857 0.0017058599926094622 -0.0019373415852002203 0.023324636128886037 0.0019094664577549237 0.015752190984275466 0.0028891841863604266 -0.01263613483644308 0.014967424931024277 0.0015639405989094734 -0.0052834102805657266 -0.015505461578056955 0.020084953963847626 0.0053514025397059265 -0.01498596446143176 -0.0068327566612059378 0.023214396020335273 0.011951356196890556 -0.0061024879684008658 -0.0072352076606974781 -0.042533533329300377 -0.0006023866084261234 0.0025008473613765004 -0.001765827382992159 0.0020752193794752929 0.0065759089684904919 -0.015063583637004297 -0.0015082885588573783 -8.2666052399455947e-05 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threshold=0.99998801946640026 1.014916506392183e-06 3.4519272958277731e-05 6.0750000000000011 0.96394401788711548 8.615000000000002 1.0000000180025095e-35 4.5000000000000009 3.3950000000000005 181.50000000000003 27.500000000000004 1.925 1.635 9.5000000000000018 6.5000000000000009 0.99999946355819713 2.5000000000000004 1.0000000180025095e-35 4.1750000000000007 52.500000000000007 4.9050000000000011 18.500000000000004 1.0000000180025095e-35 11.500000000000002 12.500000000000002 24.500000000000004 27.500000000000004 26.500000000000004 29.500000000000004 1.1052985655624072e-06 decision_type=2 2 2 10 2 8 2 2 10 2 10 8 10 8 10 2 8 2 10 2 10 10 2 2 2 10 10 10 8 2 left_child=1 -1 3 -3 8 -6 21 -8 9 16 11 -11 -12 14 -10 18 -4 -18 -2 -20 -21 -5 -23 -24 25 -25 27 -27 -26 -30 right_child=15 2 4 6 5 -7 7 -9 13 10 12 -13 -14 -15 -16 -17 17 -19 19 20 -22 22 23 24 28 26 -28 -29 29 -31 leaf_value=-0.0072218674575362744 0.0078019554715807651 -0.0030563472958263331 -0.00056576840329250087 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29328 20368 625 152436 36604 2029 342 1687 115832 6294 90601 34575 1996 14094 3026 52 19743 11254 8911 6121 288 166 49 5833 2389 is_linear=0 shrinkage=0.01 Tree=780 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 2 11 4 3 11 1 11 4 3 1 11 4 4 1 1 3 4 11 3 1 11 1 1 3 3 split_gain=193.267 148.359 29.4311 17.8448 15.4804 14.1149 12.7331 10.1587 14.4332 10.0489 9.96339 12.7226 10.291 9.56959 11.1809 39.4956 9.11625 8.96972 8.92896 27.642 20.3824 10.9189 8.85321 8.20956 8.0259 7.86274 7.85113 11.4492 14.6448 12.0942 threshold=0.99998801946640026 1.014916506392183e-06 5.9105306718265645e-05 -348.49999999999994 -37.499999999999993 0.87596153846153857 0.85901859402656566 19.500000000000004 0.27320574162679429 0.99999946355819713 -22.499999999999996 0.12629276514053342 16.500000000000004 0.47893241803763764 -346.49999999999994 4.4982181861996657e-05 42.000000000000007 21.500000000000004 -124.49999999999999 -126.49999999999999 0.31287650602409645 28.500000000000004 1.6770870843174637e-06 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25.5846 13.3915 12.9574 12.5055 21.5968 12.2062 12.1548 23.864 18.1462 16.8765 15.853 14.6408 20.2833 15.319 15.842 13.708 27.193 threshold=0.99998801946640026 1.014916506392183e-06 3.4519272958277731e-05 -348.49999999999994 -37.499999999999993 5.7950000000000008 -26.499999999999996 6.2550000000000008 2.5250000000000004 2.5650000000000004 6.0450000000000008 -314.49999999999994 1.5000000000000002 -342.49999999999994 0.87596153846153857 1.635 2.6914391355603588e-06 0.73368794326241138 5.5000000000000009 -18.499999999999996 4.995000000000001 -28.499999999999996 5.0150000000000006 0.99991196393966686 3.5000000000000004 0.007890905253589103 -34.499999999999993 0.75103305785123975 1.5000000000000002 5.4450000000000012 decision_type=2 2 2 10 8 8 8 8 8 8 10 10 10 10 2 10 2 2 10 10 10 8 10 2 10 2 8 2 10 10 left_child=1 -1 3 -3 8 14 7 -7 15 -10 -5 12 13 -12 19 -4 17 -14 -8 20 -6 24 -21 28 -22 26 -26 -28 -23 -30 right_child=-2 2 4 10 5 6 18 -9 9 -11 11 -13 16 -15 -16 -17 -18 -19 -20 22 21 23 -24 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382.262 118.696 250.056 132.206 10.5986 1.69796 1.04138 246.199 90.167 internal_count=734512 643911 332494 150730 181764 63731 11588 974 118033 112294 111280 17475 326 85 52143 5739 241 95 10614 49774 48022 16005 1752 13924 2081 137 76 45 13871 5279 is_linear=0 shrinkage=0.01 Tree=782 num_leaves=31 num_cat=0 split_feature=7 5 2 6 2 40 6 5 5 6 6 38 2 2 47 6 2 3 2 6 47 6 28 6 13 5 47 6 28 5 split_gain=7.21477 7.19861 15.0762 7.20342 19.5052 6.92782 5.90723 5.72766 16.6794 6.39532 5.67214 5.64681 6.50242 7.1298 5.45354 15.3998 5.35351 23.7448 18.1452 11.2368 10.5096 17.6318 13.3269 10.3495 9.52149 8.34776 14.6219 8.16211 9.66965 10.0145 threshold=1.0000000180025095e-35 3.5000000000000004 0.2573593073593074 215.50000000000003 0.21889880952380952 1.0000000180025095e-35 416.50000000000006 7.5000000000000009 6.5000000000000009 283.50000000000006 238.50000000000003 1.0000000180025095e-35 0.30032679738562096 0.28519290928050056 1.0000000180025095e-35 228.50000000000003 0.49882629107981225 0.4817045961624275 0.44018348623853215 3.5000000000000004 1.0000000180025095e-35 363.50000000000006 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 decision_type=10 8 2 2 2 2 2 8 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 10 left_child=1 5 3 -3 10 11 -6 8 9 -4 14 16 13 -13 -5 -16 18 -18 27 23 21 22 -21 25 -20 -19 -27 28 -1 -30 right_child=-2 2 7 4 6 -7 -8 -9 -10 -11 -12 12 -14 -15 15 -17 17 19 24 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.00044740963514194399 0.013953737967950772 0.00028478330352056614 -0.0019700016308627126 -0.016762671238821671 0.019483599113931525 -0.0077707142747760558 -0.01105464310096814 -0.0068472256245583896 0.01231134913429725 -0.0087922799030063035 -0.0056499197580606297 0.00388360572778785 -0.0010567935926635191 0.016679908176533146 0.001087295921571987 0.08806442206932584 -0.00015376670651125602 -0.00037838478677017722 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3485 2788 222072 3428 2500 internal_value=0 -5.33747e-06 -0.000963498 0.000666447 0.00656392 6.01399e-05 0.0171967 -0.00222374 -0.00192445 -0.00222584 -0.00286647 6.8377e-05 0.00298402 0.00542157 0.0169006 0.029632 5.03255e-05 0.000336663 -0.000125017 0.00153223 -0.00036892 -0.0033151 -0.0047128 0.00203397 -0.00211527 0.000570184 0.00333638 1.28448e-05 -0.000329929 0.00218571 internal_weight=0 11474.1 733.946 320.031 19.4524 10740.2 9.14329 413.915 388.75 380.69 10.3091 10728.9 66.0167 41.1773 1.27247 0.923285 10662.9 4049.68 6613.2 1177.99 245.976 81.1388 74.4462 932.013 428.41 318.14 81.2372 6184.79 3271.86 145.979 internal_count=734512 734266 83595 33938 1928 650671 334 49657 45164 44863 1594 649958 2630 1176 123 90 647328 243070 404258 58732 17626 7124 6860 41106 37840 15208 6273 366418 144346 5928 is_linear=0 shrinkage=0.01 Tree=783 num_leaves=31 num_cat=0 split_feature=10 4 47 2 2 2 2 10 2 5 4 10 10 10 18 2 2 10 10 28 3 5 3 24 47 2 10 40 10 3 split_gain=7.80733 13.5829 22.421 13.3379 13.5118 22.6387 15.0925 12.7841 12.437 11.4021 10.7838 10.275 10.2692 9.73449 9.20761 9.14376 9.10533 8.0057 8.00124 8.85061 10.6273 8.71051 7.78237 7.54526 7.44413 15.903 9.53456 7.44301 7.24606 6.97932 threshold=5.2550000000000008 20.500000000000004 1.0000000180025095e-35 0.8257418909592823 0.50151515151515158 0.49184758529020828 0.41476388168137007 4.3750000000000009 0.53311403508771937 2.5000000000000004 29.500000000000004 3.5950000000000002 5.2350000000000012 4.3350000000000009 1.0000000180025095e-35 0.7696153846153847 0.98728813559322048 1.0000000180025095e-35 5.1750000000000007 1.0000000180025095e-35 0.88847429519071319 3.5000000000000004 0.82875939849624081 1.0000000180025095e-35 1.0000000180025095e-35 0.84660633484162906 5.3950000000000005 1.0000000180025095e-35 6.4350000000000014 0.35032467532467532 decision_type=8 8 2 2 2 2 2 10 2 8 8 10 8 10 2 2 2 10 10 2 2 10 2 2 2 2 10 2 8 2 left_child=1 2 7 4 5 6 18 8 22 -6 -5 -8 -12 -11 -7 23 17 29 27 -20 21 -21 -1 -2 25 28 -27 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6173.34 4858.64 4020.33 155.204 84.9243 1314.7 466.615 476.677 355.052 119.703 838.308 4332.95 28.8054 23.2472 3543.65 173.354 11.3101 8.74502 56.1189 3815.04 517.912 100.954 69.2953 3370.3 31.6591 1.38493 internal_count=734512 389241 47437 341804 324894 239820 204687 14510 5774 85074 16910 34767 12057 13349 35133 345271 1885 1561 169920 14431 963 864 3889 322873 22398 8801 6698 155489 2103 113 is_linear=0 shrinkage=0.01 Tree=784 num_leaves=31 num_cat=0 split_feature=4 40 38 4 4 27 42 18 4 0 28 18 47 4 0 4 4 4 4 4 4 28 4 47 4 47 8 0 4 4 split_gain=7.73105 6.9486 6.07969 5.99644 9.70849 5.95111 4.11296 3.99649 5.61969 3.5578 2.95012 2.62873 3.72473 3.98711 6.41666 2.53243 2.51048 2.92321 2.45826 2.25056 2.15972 2.05465 2.37748 9.75325 13.7165 3.89384 5.6425 5.56333 10.9065 6.80853 threshold=42.000000000000007 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 6.5000000000000009 21.500000000000004 27.500000000000004 28.500000000000004 8.5000000000000018 8.5000000000000018 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 29.500000000000004 24.500000000000004 decision_type=10 2 2 10 8 2 2 2 10 2 2 2 2 8 2 10 10 10 10 8 10 2 10 2 10 2 2 2 10 10 left_child=1 2 3 4 7 6 21 -1 -9 -10 11 12 13 20 -15 -14 -4 -18 -19 -13 -6 22 23 24 -5 26 27 29 -29 -24 right_child=-2 -3 16 5 10 -7 -8 8 9 -11 -12 19 15 14 -16 -17 17 18 -20 -21 -22 -23 25 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0001672861090624782 0.013517429940208847 -0.0077622159713523747 0.0092651154921810364 -0.0017166099259697048 0.0042021254356870655 -0.0078292834817693044 0.017481107672228526 -0.010974036723402371 0.0074900981929896136 -0.0090795564920105962 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54436 145836 is_linear=0 shrinkage=0.01 Tree=785 num_leaves=31 num_cat=0 split_feature=4 40 38 2 2 6 4 4 22 6 2 6 4 6 2 2 24 4 2 2 4 6 6 2 6 4 2 2 2 6 split_gain=7.64773 6.83028 5.96043 6.79795 7.68957 8.43734 5.87953 9.52644 5.89578 5.10785 4.99209 4.73474 7.08465 9.98523 10.9568 7.77338 4.5599 4.42573 3.84173 4.71356 6.20737 3.73757 3.6349 6.83939 3.62907 4.54466 8.45804 4.52032 12.846 3.62821 threshold=42.000000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.30032679738562096 0.24536878216123498 1.5000000000000002 9.5000000000000018 6.5000000000000009 1.0000000180025095e-35 410.50000000000006 0.073574521833273163 378.50000000000006 4.5000000000000009 404.50000000000006 0.52960654460459688 0.43190909090909096 1.0000000180025095e-35 27.500000000000004 0.24156877605153468 0.2573593073593074 29.500000000000004 2.5000000000000004 2.5000000000000004 0.043668954996186109 1230.5000000000002 28.500000000000004 0.7003401360544218 0.23271742593182543 0.24536878216123498 336.50000000000006 decision_type=10 2 2 2 2 2 10 8 2 2 2 2 10 2 2 2 2 10 2 2 10 2 2 2 2 10 2 2 2 2 left_child=1 2 6 4 10 -6 7 9 16 11 -4 -1 -13 14 15 -14 24 -18 -19 -20 -21 -3 -9 -24 -8 26 27 -26 -29 -5 right_child=-2 21 3 29 5 -7 8 22 -10 -11 -12 12 13 -15 -16 -17 17 18 19 20 -22 -23 23 -25 25 -27 -28 28 -30 -31 leaf_value=0.00024239346875616061 0.013506252824932159 -0.0023313529649503346 0.0051269967506197105 -0.0016962991199447465 0.021385286485485603 -0.0019961685795917851 4.4066029169893688e-05 -0.0037626027920856266 -0.0098068570799103322 -0.010297135467445137 -0.005324708116516942 -0.0099216359112692595 0.11847683461217264 -0.0010591407610479585 -0.010329107667205914 0.30399058457816497 -0.0079681586300562098 0.0041551906526374792 0.043715622541166912 0.022855587181125233 -0.015737081462569549 -0.013750349845332625 0.0036825256613710095 -0.0024488690383642426 -0.010089060468270794 -0.0069584998845855289 0.053531913522435942 0.069496689192437691 0.0018677445488719069 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0.7224249797242499 1.5000000000000002 0.76728257406817468 -192.49999999999997 0.20091743119266059 19.500000000000004 0.56276260504201692 1.0000000180025095e-35 1.0000000180025095e-35 -216.49999999999997 -224.49999999999997 1.0000000180025095e-35 7.5000000000000009 -125.49999999999999 0.80066225165562932 0.20091743119266059 0.24536878216123498 -124.49999999999999 1.0000000180025095e-35 1.0000000180025095e-35 -298.49999999999994 0.23845060412224586 25.500000000000004 -287.49999999999994 -289.49999999999994 0.52016260162601646 -385.49999999999994 decision_type=10 10 10 2 2 2 8 2 8 2 2 2 10 10 2 2 10 2 2 2 8 2 2 10 2 10 10 10 2 8 left_child=1 2 4 -4 5 10 11 -8 9 14 -1 12 13 21 -3 20 19 18 -18 -17 24 22 -7 -24 -5 26 27 28 29 -6 right_child=-2 8 3 15 25 6 7 -9 -10 -11 -12 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00060405133870249572 0.013495046380208008 -0.0025667123570751161 -0.0086907448169755014 -0.012328208280101323 0.024842861348530941 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73879 127124 6732 5616 4808 27515 4119 2211 423 153 1788 1908 4225 3679 2821 1756 241252 61759 26855 26541 19178 is_linear=0 shrinkage=0.01 Tree=787 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 6 11 11 6 3 1 11 1 1 11 1 11 5 1 6 3 4 6 1 1 1 6 5 11 4 split_gain=188.55 144.471 28.3273 17.4072 14.8435 13.9113 16.2784 13.4109 11.8668 11.6188 19.1679 43.6528 13.9926 99.2869 11.887 11.3607 15.1599 10.9443 12.1662 11.8853 15.3867 10.8847 10.7579 10.2582 66.0669 24.7329 13.2591 14.6088 10.1498 10.0588 threshold=0.99998801946640026 1.014916506392183e-06 5.9105306718265645e-05 -348.49999999999994 -37.499999999999993 416.50000000000006 0.92614999413490307 0.98303884267807018 158.50000000000003 0.95867486338797814 -8.4999999999999982 1.6770870843174637e-06 -270.49999999999994 -276.49999999999994 2.4603448764537464e-05 -22.499999999999996 0.12629276514053342 4.5000000000000009 -35.499999999999993 1.5000000000000002 0.39484741264927026 16.500000000000004 1931.5000000000002 -56.499999999999993 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36.3853 13.5359 5.66766 5.11038 21.2629 75.6485 4.90308 4.70079 threshold=0.99998801946640026 1.014916506392183e-06 3.4519272958277731e-05 0.9982588291168214 0.99999946355819713 1.0000000180025095e-35 18.500000000000004 1.0000000180025095e-35 0.38493064312736441 1.2968254026191067e-07 0.089183576405048315 42.000000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.68783602150537648 1.0000000180025095e-35 25.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.94754041967664271 1.0000000180025095e-35 0.54182569974554717 0.5381383322559794 29.500000000000004 29.500000000000004 1.2074715414200912e-06 0.96019801980198027 0.9566262541806021 18.500000000000004 0.75110619469026563 decision_type=2 2 2 2 2 2 10 2 2 2 2 8 2 2 2 2 10 2 2 2 2 2 2 10 10 2 2 2 8 2 left_child=1 9 5 10 21 7 19 13 -9 -1 11 -4 18 -3 28 16 -16 20 -12 -7 -18 22 24 -24 -2 26 27 -21 -5 -30 right_child=4 2 3 14 -6 6 -8 8 -10 -11 12 -13 -14 -15 15 -17 17 -19 -20 25 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0093430913296190157 0.0075457251618798295 -0.0049572471438693822 -0.00026542691629370874 0.0050429909007210713 0.0092334149173532928 -0.0067838295764914153 -0.00078374142845967292 -0.010029735864226823 0.21568745966980651 -0.0058810559574819831 0.00027339410266949443 0.020405715282055859 -0.01256057448030254 0.0018238074417354342 0.0067776181447937846 0.0021966451693308997 -0.0036467867308094858 -0.021587595655815375 0.0057246951370467153 -0.01001671616844638 -0.018128020744659322 0.0090193135860907984 -0.15792801925939315 -0.038771100207180269 0.00027016625865278454 0.00044557597753462223 -0.010034738420866478 0.51979153869914596 0.0024312799313543645 -0.00058890158664351867 leaf_weight=104.81602850722265 19.702291247318499 144.90617243235465 4860.0791235502111 56.541417487664148 209.45850403769873 42.885612693498842 321.08851772744674 0.05982543993741174 0.044304114417172968 183.82867659788462 4978.6407713610679 1.9232188491150726 4.4126592837274066 17.492388381971978 6.8635750638786694 62.240912549197674 35.263176414882764 2.6703858971595755 21.594358310569078 0.094211611081845059 3.2177221011370412 18.925158145430032 0.17851617815904219 0.20459427777677774 23.451794808497652 9.5065627302974445 0.30986395291984081 0.037748686270788312 272.51090493099764 63.554190767230466 leaf_count=129697 4013 45788 126070 1881 76507 14110 84132 24 21 181720 36547 13 28 4433 260 1703 1232 35 134 63 53 4313 22 29 5717 2047 98 14 10957 2851 internal_value=0 -0.000199486 -1.58401e-05 9.90886e-05 0.00817734 -0.0022375 -0.00139808 -0.00416902 0.0860064 -0.00713823 1.80989e-05 -0.00025725 0.0002856 -0.00422684 0.00168819 -0.000556302 -0.00412491 -0.00594332 0.000296936 -0.00513163 -0.00485769 0.00463593 0.00273051 -0.0942941 0.00359187 0.0019907 0.0352365 0.141541 0.00231851 0.00186013 internal_weight=0 11194.6 10905.9 10369.5 271.921 536.425 373.923 162.503 0.10413 288.645 9866.65 4862 5004.65 162.399 502.862 110.256 48.0149 41.1513 5000.24 52.834 38.4809 62.4624 43.5372 0.38311 43.1541 9.94839 0.441824 0.13196 392.607 336.065 internal_count=734512 643911 332494 181764 90601 150730 100464 50266 45 311417 162792 126083 36709 50221 18972 3283 1580 1320 36681 16332 1285 14094 9781 51 9730 2222 175 77 15689 13808 is_linear=0 shrinkage=0.01 Tree=789 num_leaves=31 num_cat=0 split_feature=11 11 11 11 6 11 47 4 3 6 47 11 4 3 6 6 3 11 4 11 4 3 4 3 6 11 11 11 18 19 split_gain=184.102 141.645 27.8983 18.4126 11.6654 12.6844 9.34282 9.54963 8.09537 17.6859 9.20329 8.01958 7.96733 7.90259 9.41921 9.18029 10.4472 21.8357 8.25003 23.6759 27.3493 8.79679 25.772 8.77805 8.27195 18.6779 17.4789 12.0114 7.44468 6.71345 threshold=0.99999910593032848 1.014916506392183e-06 5.9105306718265645e-05 0.9982588291168214 1074.5000000000002 2.8912609195685949e-05 1.0000000180025095e-35 17.500000000000004 0.68783602150537648 160.50000000000003 1.0000000180025095e-35 1.2968254026191067e-07 25.500000000000004 0.78297101449275375 1.5000000000000002 267.50000000000006 0.77296157450796643 2.269744709337829e-05 19.500000000000004 6.5654844547680122e-06 18.500000000000004 0.24328334268987087 28.500000000000004 0.091229193341869366 276.50000000000006 4.4832709136244384e-06 2.8381801939758593e-06 1.2665081499108057e-06 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 10 2 2 2 2 10 2 2 2 2 2 10 2 10 2 10 2 2 2 2 2 2 2 left_child=1 11 4 -4 6 -6 29 -8 -5 10 12 -1 -10 15 -15 -9 18 -18 19 20 -17 22 -20 -24 25 26 27 -23 -14 -3 right_child=-2 2 3 8 5 -7 7 13 9 -11 -12 -13 28 14 -16 16 17 -19 21 -21 -22 24 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0093367347142916807 0.0090855716968162477 -0.0039794646645444414 3.1141222607373126e-05 0.0025493599938498186 0.0048860702348845755 0.051865144925675358 -0.0052019709610886013 -0.0018799159212719869 0.0068612854996096964 -0.011151026678342332 0.0036387593996493194 -0.0058566552824353179 -0.0029240025367936189 -0.0030697433770731763 0.0040112163457293147 -0.010019592830112179 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4351 14616 29 66 10 23 47 37 30 19 123 4599 172 43 78 36 48 internal_value=0 -0.000177641 3.9358e-06 0.000131945 -0.00198567 0.0183362 -0.00207236 -0.00131012 0.00190675 -0.000370772 0.00097703 -0.0071176 -0.00221869 -0.000785372 0.00185758 -0.00151102 0.00618679 0.0705748 0.0050893 0.0572289 0.175577 0.00400078 0.0424441 0.0112357 0.00239375 0.0301602 0.101206 0.0450792 -0.00400338 -0.00393132 internal_weight=0 11240.5 10953.9 10291.7 662.16 2.81271 659.347 467.609 553.127 121.723 108.196 286.597 49.166 412.052 88.7627 323.289 14.784 0.24777 14.5363 0.297267 0.107761 14.239 0.571342 0.469885 13.6677 0.994825 0.269714 0.18149 41.0897 191.739 internal_count=734512 655075 343658 177060 166598 768 165830 110649 30136 5329 5094 311417 2862 95045 18967 76078 5276 76 5200 113 66 5087 165 142 4922 323 151 108 2285 55181 is_linear=0 shrinkage=0.01 Tree=790 num_leaves=31 num_cat=0 split_feature=4 5 3 1 1 6 3 1 1 3 5 1 1 3 6 1 6 5 1 1 1 3 1 6 5 6 1 4 6 5 split_gain=7.40735 6.89566 11.2044 11.4755 11.2979 14.732 11.615 10.6382 17.7519 10.8891 9.20808 17.1717 24.2235 18.917 17.665 16.9443 23.2836 117.727 12.7906 11.0427 10.2117 8.96718 8.50197 8.27466 8.19602 15.2273 10.5892 8.11212 8.38886 7.60933 threshold=42.000000000000007 3.5000000000000004 0.73703419131771042 -19.499999999999996 -36.499999999999993 340.50000000000006 0.99938118811881205 -351.49999999999994 -371.49999999999994 0.87439320388349528 5.5000000000000009 -61.499999999999993 -35.499999999999993 0.37323383084577116 15.500000000000002 -320.49999999999994 223.50000000000003 6.5000000000000009 -325.49999999999994 -222.49999999999997 -75.499999999999986 0.60928520114942541 -60.499999999999993 5.5000000000000009 7.5000000000000009 1.5000000000000002 -36.499999999999993 27.500000000000004 273.50000000000006 15.500000000000002 decision_type=10 8 2 10 10 2 2 8 10 2 10 8 10 2 2 10 2 10 10 8 10 2 10 2 10 2 10 8 2 8 left_child=1 -1 3 10 7 6 -6 8 -4 22 19 14 13 24 21 16 -16 18 -18 -3 -21 -12 27 -5 -13 26 -26 29 -29 -9 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13.70872059033718 96.975121929863235 41.742355210182723 32.000642855186015 6.2666133528109631 9.4121364222664834 0.86392045332468004 43.055932181712706 0.26551540356012993 0.057624523236881942 0.062802262604236603 141.37829588970635 76.365369183709845 9.0186275991145504 8.3478407582442724 2.3784758912515827 17.463456605328247 15.315125925437313 2.3805367406457689 52.639092355064349 2.7554960957786525 1.6502009458199598 leaf_count=650613 307 12131 702 37 233 67 27 8038 494 6177 1041 1212 282 3389 75 1808 259 4 1 20909 9912 318 3723 73 1062 1067 19 7835 320 2377 internal_value=0 -5.63834e-06 -0.00094489 -0.00174095 0.000978706 0.0114627 0.00154495 0.000475544 0.00748501 -0.000267099 -0.00185836 -1.83851e-05 0.00330982 0.0048568 -0.00291849 -0.00753249 0.0287642 0.0933399 0.0201698 -0.00283138 -0.00416891 0.00110876 0.00228396 0.0171449 0.00671752 0.00338473 0.00916621 0.0032925 0.00539856 -0.00155481 internal_weight=0 11449 731.694 517.523 214.171 9.80805 5.92682 204.363 19.5778 184.785 514.325 177.905 82.8385 76.5719 95.0668 44.3058 1.24986 0.385942 0.328318 336.42 217.744 50.761 87.8103 3.19747 67.1598 35.1591 19.844 79.4625 55.3946 24.0679 internal_count=734512 734205 83592 53599 29993 327 260 29666 1196 28470 53489 10537 7031 6749 3506 2147 339 264 260 42952 30821 1359 22293 110 3360 2148 1081 18570 8155 10415 is_linear=0 shrinkage=0.01 Tree=791 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 1 1 1 1 3 1 11 11 3 28 3 3 11 3 3 11 24 1 1 3 3 11 3 1 3 split_gain=182.046 139.822 27.3904 17.9479 17.254 15.2694 14.5601 13.5482 12.116 11.8347 14.9963 43.3627 11.6754 11.5434 14.3909 13.8901 10.4325 10.3034 8.09449 9.13618 8.03717 7.87464 7.28081 13.3587 21.8657 37.5953 26.0799 19.6102 16.1493 8.0711 threshold=0.99999910593032848 1.014916506392183e-06 7.8999906691024093e-05 0.9982588291168214 -348.49999999999994 -37.499999999999993 -124.49999999999999 -128.49999999999997 -23.499999999999996 0.95867486338797814 -8.4999999999999982 1.326771666754212e-06 2.6687078388931699e-05 0.68783602150537648 1.0000000180025095e-35 0.74478940512375169 0.72792207792207797 0.12629276514053342 0.79908256880733963 0.96019801980198027 1.2968254026191067e-07 1.0000000180025095e-35 -64.499999999999986 -66.499999999999986 0.66536458333333337 0.68203058623619384 0.010294413659721552 0.82623792270531415 -65.499999999999986 0.99938118811881205 decision_type=2 2 2 2 10 8 10 10 10 2 8 2 2 2 2 2 2 2 2 2 2 2 10 10 2 2 2 2 10 2 left_child=1 20 4 5 -3 21 7 13 17 -6 -11 -12 -13 -5 15 16 -15 -7 -16 -20 -1 22 23 -4 -25 26 -26 28 -27 -29 right_child=-2 2 3 6 9 8 -8 -9 -10 10 11 12 -14 14 18 -17 -18 -19 19 -21 -22 -23 -24 24 25 27 -28 29 -30 -31 leaf_value=-0.0093301935413315825 0.0090764278235833679 -0.0048143531297937516 0.00022534068632387965 0.0017563433515027371 -0.0015035528904277864 -0.0016209286621275563 0.0037727273118028605 -0.023612606475288855 0.0015898020086536854 0.0030776827580993372 0.30354004217676528 -0.010043147820172085 0.13621061935031412 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leaf_count=129697 79437 45485 61307 15588 122972 30268 10939 54 2855 6014 17 103 5 313 17 3109 69 13207 8 39 181720 53 25509 2992 219 139 133 524 1547 173 internal_value=0 -0.000175948 3.86705e-06 0.000138449 -0.00185457 3.82125e-05 0.00189187 0.000489985 -0.00062628 -0.00106627 0.00356822 0.0642861 0.0193701 0.000667649 -0.00270834 -0.00190148 -0.0125994 -0.00084098 -0.0259972 -0.0384467 -0.00709658 0.000276102 0.000267836 6.21937e-05 -0.00156524 0.00102123 0.010532 -0.00105045 -0.00434547 0.00274809 internal_weight=0 11235.8 10951.3 10211.8 739.504 9659.56 552.201 316.385 2546.49 583.972 50.3495 0.403511 0.339732 314.07 76.5845 74.02 10.4271 2321.57 2.56449 1.71993 284.54 7113.07 7108.69 5031.3 458.421 190.806 34.1282 156.678 83.8997 72.7783 internal_count=734512 655075 343658 169062 174596 138926 30136 19197 46330 129111 6139 125 108 19143 3555 3491 382 43475 64 47 311417 92596 92543 67034 5727 2735 352 2383 1686 697 is_linear=0 shrinkage=0.01 Tree=792 num_leaves=31 num_cat=0 split_feature=11 11 11 11 10 6 3 47 10 3 18 3 10 18 6 10 18 10 6 3 10 6 10 3 10 3 3 5 5 6 split_gain=180.022 138.045 26.938 18.0336 25.7901 19.9577 26.9506 20.0769 18.4176 15.9773 15.5025 16.4351 15.1532 13.1432 13.8545 11.7778 16.2902 11.6784 11.4679 11.8957 16.0285 23.869 14.6798 12.3456 13.1034 11.2571 16.4414 13.5241 12.7231 22.5284 threshold=0.99999910593032848 1.014916506392183e-06 3.4519272958277731e-05 0.9982588291168214 3.8750000000000004 191.50000000000003 0.6288018433179724 1.0000000180025095e-35 6.4350000000000014 0.4817045961624275 1.0000000180025095e-35 0.23123827392120072 6.0750000000000011 1.0000000180025095e-35 4.5000000000000009 4.8750000000000009 1.0000000180025095e-35 5.9750000000000005 404.50000000000006 0.27320574162679429 5.6650000000000009 1.0000000180025095e-35 5.6250000000000009 0.33489096573208726 8.2700000000000014 0.8185736677115989 0.76220238095238102 3.5000000000000004 1.5000000000000002 5.5000000000000009 decision_type=2 2 2 2 10 2 2 2 10 2 2 2 10 2 2 10 2 8 2 2 10 2 10 2 10 2 2 8 10 2 left_child=1 -1 12 15 -5 7 9 8 10 -7 17 -12 -3 -14 -15 16 25 -6 19 20 21 22 -17 24 -21 26 27 -4 -28 -30 right_child=-2 2 3 4 5 6 -8 -9 -10 -11 11 -13 13 14 -16 18 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 28 -29 29 -31 leaf_value=-0.0070757727535807266 0.0090672673976938227 -0.0029329127292592213 -0.0001902091225021414 0.0045455751956486688 -0.003258243960462869 -0.019153439077300254 -0.021570924066353272 0.0027463950022633922 0.0050468205722785609 0.0071722815753310892 -0.0022928178068592261 -0.047582859133866888 0.00056214656786000297 -0.010102908382643891 0.024551571943267098 -0.0015603936570890813 -0.0049735167894705999 -0.02787770398001272 -0.0034290962528120924 0.002753765543017558 -0.0023439082697775592 0.0022713548303496473 0.0096758068151756201 0.00061255258764130903 0.018360773805544944 0.00095509544228200268 -0.0048557613702260227 -0.0034326494425196519 -0.0055893979873622001 0.0079594985897046278 leaf_weight=282.5337593247823 214.81570555886719 446.1659850392025 4329.5872889541788 218.48866875079693 86.071152226068079 3.0586203336715725 9.6766451057046634 194.13141256268136 25.292155782226473 9.3612463688477856 1.519968532957136 1.6945029385387895 80.852647567633539 1.5445419263560314 4.5583569812588394 417.47801862983033 73.423118372214958 1.9708698471076775 76.892821098794229 192.12343562778551 314.02918342524208 349.78944662236609 11.960466395132242 3076.8268517254619 5.5345206297934046 696.00255506089889 138.69458669121377 132.57556070701685 24.97808503662236 24.125503684626892 leaf_count=311417 79437 130362 64611 20869 1190 22 66 6647 1159 119 26 18 19743 218 407 5802 1335 20 2194 3663 3538 5485 125 59501 37 9324 2772 3369 490 546 internal_value=0 -0.000174276 3.82342e-06 0.000116047 0.00187621 0.000123603 -0.00905916 0.000776709 -0.00250413 0.000689089 -0.00459692 -0.0261674 -0.00218863 0.00163028 0.0157811 1.7678e-05 -0.000295253 -0.00380936 0.000399237 0.000466634 -0.000436551 0.000332115 -0.00124745 0.000768182 0.00319077 -0.000231 -0.000408534 -0.000286545 -0.00330703 0.00106743 internal_weight=0 11230.9 10948.4 10415.3 551.265 332.777 22.0965 310.68 116.549 12.4199 91.2565 3.21447 533.122 86.9555 6.1029 9864.02 5419.39 88.042 4444.63 4367.74 1093.26 779.228 429.438 3274.48 197.658 5345.96 4649.96 4462.16 187.798 49.1036 internal_count=734512 655075 343658 192928 30136 9267 207 9060 2413 141 1254 44 150730 20368 625 162792 82447 1210 80345 78151 14950 11412 5927 63201 3700 81112 71788 67980 3808 1036 is_linear=0 shrinkage=0.01 Tree=793 num_leaves=31 num_cat=0 split_feature=11 11 11 11 6 2 3 6 6 2 6 11 4 6 40 11 6 11 11 4 6 3 4 4 2 6 6 3 6 6 split_gain=178.02 136.361 28.1145 17.7182 9.74979 10.0052 7.78843 16.6986 7.35223 13.2371 20.2474 7.01151 8.04217 7.38816 7.19344 6.94281 6.54261 9.21549 6.13623 5.83182 6.8438 5.41116 5.15137 5.09956 4.69625 4.56955 4.43195 14.9018 8.28129 6.41959 threshold=0.99999910593032848 8.9378974621467943e-07 3.4519272958277731e-05 0.9982588291168214 1.0000000180025095e-35 0.52960654460459688 0.68783602150537648 160.50000000000003 89.500000000000014 0.90061728395061735 203.50000000000003 0.089183576405048315 42.000000000000007 410.50000000000006 1.0000000180025095e-35 1.2968254026191067e-07 96.500000000000014 1.1376555448805449e-05 0.99991196393966686 27.500000000000004 565.50000000000011 0.60535266738274263 8.5000000000000018 16.500000000000004 0.90508365508365518 94.500000000000014 211.50000000000003 0.96992311171415657 267.50000000000006 173.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 10 2 2 10 10 2 2 2 2 2 2 left_child=1 15 4 11 23 -6 18 22 -7 16 24 12 -4 14 26 -1 17 -10 -5 20 -15 -22 -8 -3 -11 -19 29 -28 -29 -13 right_child=-2 2 3 6 5 8 7 -9 9 10 -12 13 -14 19 -16 -17 -18 25 -20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.0093187866137635026 0.0090580400858301675 -0.0094648661988726707 -0.00026108901029546846 0.0017244647858568904 -0.00037427851689331669 -0.0054357393488549954 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152.0419917658437 0.22300751094007865 0.22671155515126884 143.75934907700866 7.0681353546679002 2.9435197710990906 64.689294097013772 leaf_count=129697 79437 4334 126070 9237 89248 25746 243 235 287 5 32 34771 13 54 28 173790 6351 69 15570 316 40 32 4851 32494 72 22 978 55 15 420 internal_value=0 -0.000172608 -1.20618e-06 0.000114904 -0.0022102 -0.00131948 0.0018616 -0.000373548 -0.00411466 0.00170088 0.0545761 1.74981e-05 -0.000253026 0.000280256 0.000324314 -0.00725907 0.000287681 0.0191215 0.00249507 -0.00307111 0.00151867 0.00671894 0.000946157 -0.00420987 0.0177648 0.0380829 0.000335728 0.00200676 0.0138031 0.000281979 internal_weight=0 11226.5 10961.4 10414 547.384 378.698 550.07 121.471 95.6972 17.7148 0.46114 9863.9 4860.13 5003.77 4938.85 265.125 17.2537 1.66635 428.599 64.9262 19.4082 10.9843 107.812 168.687 0.352386 1.00984 4934.43 153.771 10.0117 4780.66 internal_count=734512 655075 351588 192928 158660 121832 30136 5329 32584 6838 109 162792 126083 36709 36267 303487 6729 378 24807 442 126 72 5094 36828 77 91 36239 1048 70 35191 is_linear=0 shrinkage=0.01 Tree=794 num_leaves=31 num_cat=0 split_feature=10 40 6 10 28 6 10 6 6 10 10 10 6 6 6 10 10 10 10 13 10 10 10 10 0 18 10 6 0 6 split_gain=7.64153 10.7446 10.3698 8.57377 7.96295 9.88267 7.65692 15.2902 14.4037 12.042 10.2048 9.1462 21.2141 6.98979 12.6013 6.96185 9.80627 9.22066 8.36835 6.8163 7.12752 9.27588 6.6912 7.65736 6.555 7.20795 6.55031 6.3793 6.07325 5.93615 threshold=5.2550000000000008 1.0000000180025095e-35 416.50000000000006 5.5050000000000008 1.0000000180025095e-35 2.5000000000000004 4.3950000000000005 44.500000000000007 211.50000000000003 4.7650000000000006 4.3150000000000004 4.785000000000001 2.5000000000000004 94.500000000000014 85.500000000000014 3.0750000000000006 4.8450000000000006 2.7050000000000005 4.8250000000000011 1.0000000180025095e-35 4.535000000000001 4.5950000000000006 6.2150000000000007 6.5450000000000008 1.0000000180025095e-35 1.0000000180025095e-35 2.8650000000000007 43.500000000000007 1.0000000180025095e-35 11.500000000000002 decision_type=8 2 2 10 2 2 10 2 2 10 10 10 2 2 2 10 10 10 8 2 10 8 10 10 2 2 10 2 2 2 left_child=1 4 -2 -4 6 15 8 9 10 19 -1 12 24 14 29 17 18 -6 -17 -8 -21 -22 -5 -24 25 -11 -19 -13 -25 -12 right_child=2 -3 3 22 5 -7 7 -9 -10 11 13 27 -14 -15 -16 16 -18 26 -20 20 21 -23 23 28 -26 -27 -28 -29 -30 -31 leaf_value=-0.00020204832064198258 0.00039482019181290697 -0.011535831046402819 0.0027455941471332423 -0.0094766503736442471 0.0042390513463470324 -0.00044714838161183276 -0.001883295770162484 -0.002345286747329992 0.0027409748946497447 0.015100415507601531 0.0044315401203244911 -0.00011134445270627074 -0.0062777480951283051 -0.0060605824315733414 0.035710618815393509 0.0058330794006035578 0.0010035473664203362 -0.013092449240434076 0.028234283848691324 -0.010474946530326289 0.06054266568027375 0.007382336897842027 0.0032741810225235465 -0.007449816362915646 0.0020865549752836616 -0.0075363545874080244 -0.00082246332307366803 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0.00296155 0.00395352 -0.00105212 0.00632444 -0.00180163 0.0166186 0.0297719 -0.00539693 -0.00237056 0.00997446 0.0131997 -0.00608119 -8.46545e-05 -0.00673053 0.00332419 internal_weight=0 7118.53 4313.59 71.1784 7110.18 340.468 6769.71 2778.17 3991.54 2324.08 3806.46 1870.94 37.4349 103.022 95.1399 174.859 140.207 34.6516 77.7326 453.144 2.00003 1.34639 54.194 31.1137 25.766 18.2882 17.7658 1833.5 17.5546 93.9229 internal_count=734512 389241 345271 10870 388605 18623 369982 214811 155171 147321 145015 118916 1745 6266 5416 5769 5203 566 2332 28405 131 98 6720 3403 931 644 312 117171 2576 5327 is_linear=0 shrinkage=0.01 Tree=795 num_leaves=31 num_cat=0 split_feature=11 11 11 11 10 1 1 1 10 1 10 5 6 0 6 4 1 10 10 3 10 6 10 10 47 10 6 10 10 3 split_gain=176.021 134.621 27.5982 17.3691 25.4508 21.5159 15.9604 15.7192 16.6928 18.0887 20.0304 16.8009 14.9394 16.6963 31.014 15.9341 15.1744 15.7146 14.8512 14.9273 14.5941 15.4914 30.3671 13.7881 13.4359 13.3033 13.1855 49.3582 17.3385 15.9793 threshold=0.99999910593032848 8.9378974621467943e-07 3.4519272958277731e-05 0.9982588291168214 3.8750000000000004 -208.49999999999997 -348.49999999999994 -37.499999999999993 3.4550000000000005 -85.499999999999986 2.7550000000000003 1.5000000000000002 119.50000000000001 1.0000000180025095e-35 1.0000000180025095e-35 28.500000000000004 -49.499999999999993 6.2950000000000008 2.5250000000000004 0.51623445076955521 7.5550000000000006 46.500000000000007 5.0750000000000011 6.0450000000000008 1.0000000180025095e-35 5.7950000000000008 14.500000000000002 5.955000000000001 5.7250000000000005 0.95260557053009898 decision_type=2 2 2 2 10 10 10 8 10 10 8 10 2 2 2 10 10 10 10 2 10 2 10 10 2 10 2 10 10 2 left_child=1 -1 6 7 -5 20 -3 8 9 10 18 12 13 16 -15 -16 24 -18 -4 -20 21 -6 -23 -8 -10 -9 27 -26 -28 -30 right_child=-2 2 3 4 5 -7 23 25 11 -11 -12 -13 -14 14 15 -17 17 -19 19 -21 -22 22 -24 -25 26 -27 28 -29 29 -31 leaf_value=-0.0072386275521758624 0.0090486682985706102 -0.0053589206849579962 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internal_count=734512 655075 351588 192928 30136 9267 158660 162792 109115 27681 8059 81434 50202 43027 8205 3945 34822 3998 2239 869 2922 1886 156 117266 30824 53677 24570 15950 8620 3337 is_linear=0 shrinkage=0.01 Tree=796 num_leaves=31 num_cat=0 split_feature=10 4 47 2 2 2 2 10 2 4 13 10 10 2 18 2 10 10 3 3 47 2 10 40 2 2 4 4 10 4 split_gain=7.46014 13.2472 21.3213 13.0387 13.1149 22.0097 14.8483 12.4561 12.1666 10.5421 10.2705 10.0858 9.87097 9.03863 8.9457 8.93989 7.92931 7.773 7.73111 7.32573 8.01067 12.8077 9.27325 7.04452 6.9543 6.74075 6.49289 6.34344 12.2781 8.39243 threshold=5.2550000000000008 20.500000000000004 1.0000000180025095e-35 0.8257418909592823 0.50151515151515158 0.49184758529020828 0.41476388168137007 4.3750000000000009 0.53311403508771937 29.500000000000004 1.0000000180025095e-35 5.2350000000000012 3.5950000000000002 0.98728813559322048 1.0000000180025095e-35 0.7696153846153847 1.0000000180025095e-35 5.1750000000000007 0.82875939849624081 0.21483516483516482 1.0000000180025095e-35 0.84660633484162906 5.3950000000000005 1.0000000180025095e-35 0.80810147299509005 0.85215543412264727 7.5000000000000009 28.500000000000004 5.2550000000000008 11.500000000000002 decision_type=8 8 2 2 2 2 2 10 2 8 2 10 10 2 2 2 10 10 2 2 2 2 10 2 2 2 8 8 10 10 left_child=1 2 7 4 5 6 17 8 18 -5 24 -11 -8 16 -7 27 26 23 -1 20 21 -17 -23 -3 -6 -24 -10 28 -2 -30 right_child=15 3 -4 9 10 14 12 -9 13 11 -12 -13 -14 -15 -16 19 -18 -19 -20 -21 -22 22 25 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0079425358759882443 0.0039250759255628513 7.5313127638768846e-05 -0.0031438272427132602 -0.0011547576031506357 -0.0010949048752852259 0.0016350308152025279 -0.00022317136277631944 -0.0017947145207843132 -0.065980059563569532 0.0021662229380389627 0.0095020896568745617 0.015902054656918053 -0.0031510196434107879 0.010126417301697079 -0.0073019340499483019 -0.0039415204158502843 -0.0026633843066844916 -0.0021171868572707453 -0.0042081748201142338 -0.0089460276032921945 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internal_value=0 -0.000199737 -0.00176925 -8.10872e-05 -0.000203188 3.68924e-05 -0.000271028 0.00133318 0.00392739 0.00153354 -0.00109162 0.00237691 -0.00193297 -0.00138157 0.00151353 0.000327429 -0.0041371 -4.79695e-05 0.0066585 -0.00090953 -0.000732374 0.00186818 0.00416722 5.84045e-05 -0.00116574 -0.000210531 -0.0275336 0.000495062 0.00106146 0.000731697 internal_weight=0 7113.62 499.969 6613.65 6148.68 4840.6 4005.37 153.505 83.9111 464.975 1308.07 353.938 473.969 28.5035 835.23 4311.4 22.997 3531.41 55.4076 514.549 503.451 95.8896 68.7024 3358.74 1298.99 28.3912 1.36272 3796.85 1300.2 1165.94 internal_count=734512 389241 47437 341804 324894 239820 204687 14510 5774 16910 85074 12057 34767 1885 35133 345271 1561 169920 3889 22398 21435 8315 6698 155489 84558 1350 113 322873 146795 138270 is_linear=0 shrinkage=0.01 Tree=797 num_leaves=31 num_cat=0 split_feature=7 22 3 27 6 2 2 6 24 2 6 6 2 3 42 6 2 2 6 3 3 6 6 3 2 6 6 3 6 2 split_gain=6.70102 4.74712 4.55969 4.51248 4.29191 4.99518 8.88447 7.84713 4.50194 4.55119 6.17873 14.5558 4.10871 4.2493 4.06143 4.04204 16.057 5.51611 4.8446 4.01854 10.6992 11.8689 15.9972 9.78908 14.7845 11.5891 9.20799 9.08217 12.01 12.7204 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.74478940512375169 1.0000000180025095e-35 685.50000000000011 0.22756041426927498 0.27608892921960076 854.00000000000011 1.0000000180025095e-35 0.24156877605153468 15.500000000000002 34.500000000000007 0.8257418909592823 0.44491129785247435 1.0000000180025095e-35 1230.5000000000002 0.23845060412224586 0.27207792207792209 977.50000000000011 0.8185736677115989 0.8238526179702651 69.500000000000014 107.50000000000001 0.68783602150537648 0.12560679611650488 211.50000000000003 103.50000000000001 0.74213338610726309 472.50000000000006 0.26699669966996703 decision_type=10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 8 -6 7 -7 14 -10 -11 -12 13 -5 19 16 -9 18 -18 23 21 -21 26 -1 -25 -26 -23 28 -27 -30 right_child=-2 2 -4 12 5 6 -8 15 9 10 11 -13 -14 -15 -16 -17 17 -19 -20 20 -22 22 -24 24 25 27 -28 -29 29 -31 leaf_value=5.5732391203756422e-05 0.013825301202689485 -0.010440622029061221 0.017901724266608684 0.0044841730603640932 -0.0068860900282956498 -0.0036366006384191893 -0.0019742168168310594 0.14844504844570064 0.00098940293493796592 0.012465849075391021 0.13454488580262586 -0.010192512118413695 -0.033228218156478445 -0.0099891781631422146 0.017473773285739205 0.014313110576556671 -0.01390209410761949 0.06324418494665901 0.05291697705340407 0.0027169071921005219 0.00033543769198658507 0.025407288874679405 0.0034369000387818706 0.081910273600244998 -0.0011683859464816991 -0.0033651665087445792 0.068230071203931181 0.005362195192868009 0.054208392584071563 0.0067089547249136842 leaf_weight=8116.6889299462782 3.5043563201907082 6.717695921775884 0.62001765670720477 3.0287492434144916 18.924296517448965 1.2726622925838449 42.271666618820745 0.12614008603850357 4.2843484012992112 2.9624046438839291 0.13820350012974802 0.13973524846369401 0.55504143639700565 6.1424542676541023 1.3323583342134941 0.95797188780852593 0.34400121422368102 0.26959179400000721 0.15850271057570353 22.095700596692044 1909.0947903993656 2.9197872976656067 3.9318254909885582 0.21562696364708145 1181.4499928208243 34.970072148600593 0.60641661129193369 50.542128609871725 0.61481567012378846 6.7946937621454708 leaf_count=492815 246 330 46 249 1513 136 6716 30 220 191 38 58 24 1202 24 98 44 35 37 2242 110447 163 453 5 107031 4053 16 4893 104 1053 internal_value=0 -5.04105e-06 -0.00804577 1.2862e-07 5.93589e-06 -0.00256984 -0.000770694 0.0154891 2.05482e-05 0.0077529 0.0166955 0.0617774 -0.00680835 -0.00520942 1.54134e-05 0.0286022 0.0438416 0.0267522 0.00717437 1.33604e-05 0.000427869 0.00639868 0.0173066 -7.22069e-05 -0.000886936 -0.000900946 0.0327717 0.00249942 -0.000914748 0.0106503 internal_weight=0 11420.2 7.33771 11412.8 11403.1 64.3248 45.4005 3.12887 11338.8 7.52469 3.24034 0.277939 9.72624 9.1712 11331.3 1.85621 0.898236 0.772096 0.502504 11329.9 1938.65 29.5537 7.45803 9391.28 1274.59 1274.37 3.5262 92.9217 42.3796 7.40951 internal_count=734512 734266 376 733890 732415 8609 7096 380 723806 507 287 96 1475 1451 723299 244 146 116 81 723275 113321 2874 632 609954 117139 117134 179 10103 5210 1157 is_linear=0 shrinkage=0.01 Tree=798 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 1 2 1 1 1 3 28 3 4 2 2 1 11 4 3 1 1 1 3 11 2 2 11 11 4 split_gain=173.977 132.887 27.0737 17.0639 15.7806 15.4938 15.3766 14.1364 13.2012 12.0355 11.0843 13.5231 13.3466 10.136 9.61577 11.4321 9.60812 9.33643 9.01094 16.4509 14.8555 12.8681 16.8611 19.416 14.3603 11.8508 50.407 17.4598 11.4758 9.89491 threshold=0.99999910593032848 8.9378974621467943e-07 3.4519272958277731e-05 0.9982588291168214 -348.49999999999994 -37.499999999999993 0.87596153846153857 -124.49999999999999 -128.49999999999997 -15.499999999999998 0.68783602150537648 1.0000000180025095e-35 0.74478940512375169 21.500000000000004 0.27207792207792209 0.26344707923655292 -22.499999999999996 0.023589946329593603 19.500000000000004 0.40758719884933481 -100.49999999999999 -64.499999999999986 -65.499999999999986 0.82623792270531415 0.6303343176841737 0.30795574288724981 0.33463541666666669 0.010294413659721552 0.00010596349238765002 28.500000000000004 decision_type=2 2 2 2 10 8 2 10 10 10 2 2 2 10 2 2 10 2 8 2 10 10 10 2 2 2 2 2 2 10 left_child=1 -1 4 5 -3 18 16 8 10 13 -5 12 14 -8 15 -12 17 -7 19 20 -4 22 29 25 -23 -24 27 28 -27 -20 right_child=-2 2 3 7 -6 6 9 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 21 -21 -22 24 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0072179214226854365 0.0090389365629420255 -0.0053327830241623924 0.00051630980141828303 0.0016977623414785434 -0.0012571922791007745 -0.0021131451924065819 0.012176940420601525 0.0036955918261397974 -0.023209876970742536 0.0183262704971171 -0.0177230362710811 -0.025028410907918221 -0.0001599162825835158 0.00123751645581449 -0.0084230463265087124 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51 64 3109 2265 313 18 3164 16976 10466 9596 2587 23150 2072 606 3510 88 2027 118 179 53077 internal_value=0 -0.000169273 -1.16038e-06 0.000112592 -0.00217409 1.71492e-05 -0.000646354 0.00183032 0.000447039 0.00229577 0.000624424 -0.0026829 -0.00189186 0.00184418 -0.0123211 -0.035763 -0.000847857 -0.00103823 0.000253969 -0.00069818 -0.00256852 0.000384202 8.87233e-05 -0.00208858 0.00106547 -0.00317386 -0.00163389 0.00937825 0.0166291 0.000262409 internal_weight=0 11214.5 10953.2 10408.4 544.873 9860.47 2593.69 547.88 314.585 166.252 312.244 76.5052 73.8895 161.697 10.523 1.50036 2427.43 2223.8 7266.79 874.348 305.796 6392.44 4458.65 329.396 1933.79 274.537 177.191 33.6687 16.7187 4129.25 internal_count=734512 655075 351588 192928 158660 162792 53677 30136 19197 2439 19143 3555 3491 2389 382 69 51238 48074 109115 13822 4226 95293 68633 5090 26660 4484 2412 385 267 63543 is_linear=0 shrinkage=0.01 Tree=799 num_leaves=31 num_cat=0 split_feature=10 4 10 2 2 2 2 4 13 10 10 18 2 10 10 4 2 2 10 10 10 28 24 40 2 2 4 10 4 2 split_gain=7.31304 12.9432 13.1918 12.6851 12.863 21.5381 14.5976 10.3397 10.0346 9.87668 9.67733 8.78602 8.7451 8.86224 13.529 8.23977 8.1662 12.345 8.27423 10.4472 7.61669 8.64188 6.97111 6.95421 6.86443 6.85379 6.68572 12.248 8.29984 6.24345 threshold=5.2550000000000008 20.500000000000004 4.1150000000000011 0.8257418909592823 0.50151515151515158 0.49184758529020828 0.41476388168137007 29.500000000000004 1.0000000180025095e-35 5.2350000000000012 3.5950000000000002 1.0000000180025095e-35 0.95209409064830763 6.1150000000000011 6.0750000000000011 18.500000000000004 0.53873431533006011 0.51408730158730165 3.9350000000000005 3.3950000000000005 5.1750000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.80810147299509005 0.53311403508771937 28.500000000000004 5.2650000000000006 26.500000000000004 0.23271742593182543 decision_type=8 8 10 2 2 2 2 8 2 8 10 2 2 10 10 10 2 2 10 8 10 2 2 2 2 2 8 10 10 2 left_child=1 2 15 4 5 6 20 -5 24 -9 -8 -7 22 14 -14 16 17 -1 19 25 23 -22 26 -3 -6 -19 27 -2 29 -29 right_child=12 3 -4 7 8 11 10 9 -10 -11 -12 -13 13 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0029358581567528893 0.0037717545016675291 7.5128136681178734e-05 -0.003007848373642819 -0.0011512716745308068 -0.0010846929333095936 0.00161785905909188 -0.00022421604671954328 0.0021388161388087761 0.0093689618907712765 0.015735801293028599 -0.003125159405167049 -0.0072565419299742756 -0.00030717075511484625 -0.0030936165760120284 0.016112115341675809 -0.0027291727689464163 -0.0020988514464735696 0.064383332625963421 0.092018276746870242 -0.010248063983152127 -0.0026893906532838214 0.0063559304146143846 0.014789830451087076 -0.012307865449197271 -0.0086860602259564469 0.0014885625416716439 0.00015736103450157319 -0.00042261212873257722 0.0027372594609179506 0.0011408043903217509 leaf_weight=87.807176465401426 145.17520697371219 3352.3978231688379 312.31456905271625 110.96326086937916 1285.5982416668558 823.6316016522178 197.03218482347438 348.4738605915918 9.12406447943067 5.4254425674153017 276.18569410356577 11.30933430418372 253.58307550806785 141.68211046676151 5.1196208505425593 59.220213880646043 37.983929680893198 0.57330207480117557 0.1952637216891161 0.57326100696809601 161.14883598312736 11.303201762028037 3.3959273942164137 4.5413465031015212 11.990936893678734 0.24830225907498971 2567.0111484266235 513.88539802795276 170.59457719960483 507.87713148543844 leaf_count=5454 10011 155158 36549 4853 83623 33911 8243 11875 516 182 26524 1222 10869 4020 79 2730 2548 57 25 36 13468 963 213 331 935 38 180735 62003 17072 60269 internal_value=0 -0.000197834 -0.00175095 -8.05912e-05 -0.000201096 3.67059e-05 -0.000268047 0.00151216 -0.00108145 0.00234726 -0.0019173 0.00149765 0.000324302 -0.00108325 1.77602e-05 0.000352721 0.00178551 0.00343593 0.0310501 0.0225154 -4.69159e-05 -0.00209652 0.000468511 5.83761e-05 -0.00115494 0.0453755 0.000456056 0.00102931 0.000695409 0.000354499 internal_weight=0 7108.04 498.916 6609.13 6144.26 4837.55 4002.61 464.863 1306.71 353.899 473.218 834.941 4308.32 400.385 258.703 186.601 127.381 89.3973 1.59013 1.39487 3529.39 172.452 3907.94 3356.94 1297.59 0.821604 3904.54 1337.53 1192.36 1021.76 internal_count=734512 389241 47437 341804 324894 239820 204687 16910 85074 12057 34767 35133 345271 14968 10948 10888 8158 5610 156 131 169920 14431 330303 155489 84558 95 330090 149355 139344 122272 is_linear=0 shrinkage=0.01 end of trees feature_importances: page_rank_decimal=4999 bert_confidence=4462 certificate_age=3718 count_domain_occurrences=2236 script_percentage=2140 link_percentage=1927 ip_address_count=1453 TTL=961 issuer_US=729 request_url_percentage=523 issuer_GB=245 issuer_BE=227 issuer_NL=168 issuer_AT=57 issuer_PL=50 issuer_DE=27 domain_registration_length=22 issuer_FR=15 age_of_domain=12 issuer_CN=9 issuer_JP=7 abnormal_url=5 issuer_RO=3 issuer_Apple_Public_Server_RSA_CA_12_-_G1=2 issuer_BM=2 issuer_IT=1 parameters: [boosting: gbdt] [objective: binary] [metric: binary_logloss] [tree_learner: serial] [device_type: cpu] [data: ] [valid: ] [num_iterations: 800] [learning_rate: 0.01] [num_leaves: 31] [num_threads: 0] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 20] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 1] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 0] [bagging_seed: 3] [feature_fraction: 0.6] [feature_fraction_bynode: 1] [feature_fraction_seed: 2] [extra_trees: 0] [extra_seed: 6] [early_stopping_round: 10] [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: 4] [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] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 1] [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: 5] [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: ] [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:[]