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_SK issuer_TR issuer_TW issuer_US issuer_UY issuer_other 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] [0:1] [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 [0:1] [0:1] [0:1] [0:1] none tree_sizes=3444 3512 3553 3539 3505 3541 3551 3515 3495 3547 3493 3512 3577 3571 3509 3534 3521 3552 3536 3552 3490 3509 3539 3511 3524 3568 3541 3521 3524 3571 3590 3521 3516 3551 3515 3516 3528 3518 3527 3569 3571 3566 3581 3504 3547 3588 3565 3538 3543 3561 3578 3543 3563 3524 3530 3570 3524 3590 3520 3525 3598 3590 3539 3504 3540 3569 3543 3581 3592 3553 3581 3562 3588 3584 3533 3526 3606 3530 3539 3531 3588 3595 3566 3530 3601 3567 3588 3533 3530 3538 3551 3521 3581 3597 3527 3587 3606 3594 3570 3529 3527 3590 3540 3538 3581 3529 3517 3547 3558 3582 3537 3566 3598 3526 3522 3610 3537 3590 3585 3542 3587 3581 3552 3526 3564 3547 3568 3573 3582 3543 3594 3551 3590 3574 3625 3597 3544 3586 3547 3593 3556 3544 3599 3598 3584 3534 3594 3532 3583 3563 3527 3600 3579 3567 3531 3561 3596 3544 3558 3546 3544 3544 3551 3601 3536 3593 3556 3561 3587 3568 3605 3560 3609 3609 3607 3611 3549 3536 3591 3603 3552 3539 3587 3529 3568 3591 3584 3572 3617 3616 3590 3585 3573 3577 3590 3607 3585 3611 3587 3586 3592 3588 3542 3540 3599 3552 3618 3541 3550 3589 3595 3569 3604 3559 3583 3587 3569 3587 3610 3576 3580 3567 3595 3556 3551 3549 3587 3613 3558 3613 3551 3567 3546 3588 3557 3549 3559 3595 3567 3566 3561 3598 3543 3539 3576 3579 3571 3548 3567 3565 3595 3551 3563 3621 3543 3601 3562 3537 3604 3596 3551 3584 3616 3554 3564 3597 3559 3590 3551 3581 3583 3566 3545 3565 3569 3589 3587 3555 3584 3581 3597 3581 3610 3593 3547 3586 3551 3569 3617 3589 3608 3595 3584 3555 3611 3588 3533 3610 3565 3617 3539 3591 3605 3581 3575 3617 3582 3601 3605 3592 3537 3556 3581 3590 3596 3601 3588 3577 3558 3594 3560 3612 3572 3592 3596 3604 3599 3567 3578 3550 3533 3596 3603 3577 3592 3588 3562 3595 3607 3560 3591 3579 3591 3606 3597 3567 3595 3538 3610 3587 3571 3589 3579 3567 3563 3570 3591 3594 3568 3549 3557 3552 3613 3599 3624 3580 3542 3576 3577 3599 3625 3548 3553 3603 3587 3563 3602 3579 3588 3602 3557 3519 3599 3604 3611 3592 3597 3559 3558 3569 3560 3594 3563 3590 3594 3572 3567 3565 3562 3611 3579 3538 3618 3576 3566 3600 3581 3564 3601 3584 3575 3565 3571 3563 3598 3557 3575 3575 3580 3606 3564 3619 3611 3558 3561 3560 3568 3558 3600 3605 3584 3583 3588 3588 3576 3539 3587 3578 3601 3560 3559 3583 3590 3579 3571 3627 3582 3605 3574 3599 3586 3589 3570 3591 3588 3600 3557 3568 3601 3585 3597 3590 3570 3617 3554 3591 3589 3621 3571 3597 3575 3588 3596 3588 3597 3561 3561 3577 3567 3595 3575 3597 3616 3567 3559 3586 3603 3598 3590 3605 3578 3568 3571 3616 3586 3582 3566 3564 3568 3577 3564 3583 3578 3572 3583 3604 3576 3584 3574 3574 3563 3571 3584 3584 3593 3569 3579 3595 3573 3576 3574 3562 3575 3582 3554 3599 3580 3590 3600 3571 3567 3577 3583 3577 3574 3568 3567 3596 3542 3580 3567 3570 3555 3574 3568 3566 3560 3617 3555 3555 3545 3569 3531 3549 3584 3567 3587 3586 3591 3593 3595 3556 3565 3596 3594 3579 3547 3586 3580 3564 3572 3564 3585 3570 3560 3610 3552 3560 3546 3548 3570 3570 3595 3564 3592 3624 3575 3580 3544 3590 3575 3599 3594 3575 3587 3567 3584 3572 3586 3558 3585 3569 3521 3569 3554 3581 3574 3584 3594 3541 3576 3500 3573 3560 3597 3596 3593 3561 3609 3583 3572 3546 3588 3568 3616 3570 3571 3590 3574 3569 3564 3555 3607 3554 3562 3557 3549 3547 3556 3584 3564 3551 3573 3558 3552 3586 3533 3612 3544 3575 3572 3575 3554 3562 3587 3600 3605 3556 3578 3538 3559 3565 3577 3586 3573 3600 3538 3507 3595 3509 3566 3550 3566 3572 3577 3564 3557 3598 3575 3574 3564 3566 3563 3574 3529 3509 3540 3547 3573 3576 3531 3544 3568 3557 3578 3587 3587 3526 3597 3476 3565 3561 3565 3534 3513 3597 3504 3547 3587 3604 3534 3483 3556 3569 3580 3576 3530 3557 3528 3590 3572 3596 3499 3551 3540 3584 3582 3598 3574 3598 3585 3573 3507 3556 3526 3506 3540 3526 3559 3570 3554 3596 3567 3538 3614 3600 3619 3549 3552 3549 3570 3487 3460 3581 3540 3541 3592 3590 3507 3534 3594 3583 3553 3560 3579 3512 3562 3594 3568 3596 3558 3531 3558 3548 3567 3572 3564 3564 3558 3594 3564 3607 3600 3603 3600 3541 3614 3574 3586 3577 3541 3561 3562 3574 3513 3560 3542 3565 3513 3530 Tree=0 num_leaves=31 num_cat=0 split_feature=1 6 6 3 3 2 2 2 3 2 0 5 5 5 6 0 6 1 5 6 2 0 0 5 5 0 2 2 6 2 split_gain=165979 67483.7 16795.9 13469.7 8059.29 7621.21 8701.88 7149.64 6366.06 4568.08 3917.08 3895.96 3666.46 3541.98 2496.27 2210.81 2171.92 1833.91 1796.4 1690.01 1639.82 1754.59 1659.54 1618.74 1589.37 1533.14 1605.15 1530.73 1464.22 1334.51 threshold=-1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 0.50155279503105599 0.49341991341991348 0.091372912801484213 0.087337909992372217 0.98936170212765973 0.25108695652173912 0.96213569039656011 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 5.5000000000000009 8.5000000000000018 1.0000000180025095e-35 1.5000000000000002 -65.499999999999986 1.5000000000000002 1.0000000180025095e-35 0.98936170212765973 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.74891304347826104 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=8 2 2 2 2 2 2 2 2 2 2 10 10 10 2 2 2 10 10 2 2 2 2 10 10 2 2 2 2 2 left_child=2 3 5 4 8 6 16 -4 18 10 -7 20 15 -9 -13 19 25 -8 27 -5 21 -3 -22 -20 -6 26 -1 -2 -10 -14 right_child=1 11 7 12 24 9 17 13 28 -11 -12 14 29 -15 -16 -17 -18 -19 23 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.4576829624162946 -1.4445231236957454 -1.4719928818007337 -1.4850998149557157 -1.4541015116612086 -1.4311867224474786 -1.4825072585309376 -1.4849444700838432 -1.4702476083487017 -1.4547039187104014 -1.4636682380806847 -1.472191946835022 -1.465869492936354 -1.4502793724996168 -1.4282174018654401 -1.4832200717200836 -1.442769194495747 -1.4817299361174523 -1.4238332757098473 -1.4580766213169738 -1.4696575921759247 -1.4370847986448769 -1.4550405459981468 -1.4687065782220716 -1.427193197080092 -1.4773638916122154 -1.4715147499135375 -1.48057021400293 -1.4351274463797399 -1.4700551388929399 -1.4735991301799631 leaf_weight=1875.9725466370583 3723.9115778356791 9126.1973015964031 65465.986707061529 2850.9327538311481 5228.9325255900621 16467.493098601699 54.400173202157021 654.92353364825249 2309.9616721272469 1814.1472801566124 4741.1493569612503 1009.3580882996321 287.76024766266346 288.97250778973103 4645.9869369864464 1294.6938157081604 1435.315990447998 504.60327789187431 1058.0000258982182 924.9544769525528 297.60986119508743 654.3174035847187 375.19450932741165 202.14437618851662 75.614725425839424 4576.7365772277117 366.25409089028835 3244.9172951281071 849.94588159024715 1667.0092072337866 leaf_count=12380 24575 60226 432026 18814 34507 108673 359 4322 15244 11972 31288 6661 1899 1907 30660 8544 9472 3330 6982 6104 1964 4318 2476 1334 499 30203 2417 21414 5609 11001 internal_value=-1.47486 -1.45764 -1.48184 -1.44691 -1.44203 -1.47587 -1.46796 -1.48471 -1.44677 -1.4789 -1.4802 -1.47344 -1.45853 -1.45738 -1.48012 -1.45405 -1.47055 -1.42978 -1.44214 -1.45791 -1.46982 -1.47086 -1.45472 -1.45312 -1.43184 -1.4682 -1.46142 -1.44015 -1.45883 -1.47017 internal_weight=0 39827.4 98246 23718.8 16693.4 31836.1 8813.28 66409.9 11388.9 23022.8 21208.6 16108.7 7025.35 943.896 5655.35 5070.58 8254.28 559.003 8228.97 3775.89 10453.3 9780.51 672.804 1260.14 5304.55 6818.96 2242.23 6968.83 3159.91 1954.77 internal_count=911180 262831 648349 156526 110164 210094 58161 438255 75158 151933 139961 106305 46362 6229 37321 33462 54472 3689 54305 24918 68984 64544 4440 8316 35006 45000 14797 45989 20853 12900 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=11 11 11 10 10 1 1 11 10 11 10 11 11 10 1 2 10 10 2 1 2 1 11 11 10 2 11 11 11 11 split_gain=770059 11205.1 9695.76 3407.58 1896.09 3068.98 1777.45 1339.59 1132.8 748.689 734.956 639.013 408.197 365.308 916.9 360.865 354.127 327.483 270.61 190.012 184.827 176.638 183.286 168.938 163.647 156.043 130.541 108.467 100.396 98.6605 threshold=0.51461192965507518 0.036334333941340412 0.97252115607261669 2.6750000000000003 2.6750000000000003 -3.4999999999999996 -380.49999999999994 0.0013712961226701001 3.7050000000000005 0.18897357583045957 1.6450000000000002 0.99766892194747936 0.78322452306747448 3.3550000000000004 -8.4999999999999982 0.047905909351692456 2.6750000000000003 3.4350000000000005 0.034723896792862259 -346.49999999999994 0.034723896792862259 -390.49999999999994 0.0089773964136838514 0.0070173616986721008 3.9350000000000005 0.051836094939543158 0.18897357583045957 0.00014260681928130004 0.068259380757808671 0.8784809708595277 decision_type=2 2 2 10 10 8 10 2 10 2 10 2 2 10 8 2 8 10 2 10 2 10 2 2 10 2 2 2 2 2 left_child=1 7 4 16 -2 12 17 27 29 18 23 13 20 -4 -15 -11 26 -5 -8 -18 -6 -12 -23 -9 -16 -14 -3 -1 -20 -7 right_child=2 3 11 6 5 8 9 10 -10 15 21 -13 25 14 24 -17 19 -19 28 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.012181834200569253 0.045882657310785988 0.014058771595949879 0.05041300210906062 0.0039398988262658663 0.036690298447699131 0.020856311663306863 0.011485737937439452 -9.7268662147641246e-05 -0.0028665979446583982 0.026309655523751481 -0.010856540657432979 0.052318368016799205 0.045590748350707193 0.046166884890633454 0.037130611390023723 0.010926240281459023 0.044076194423642488 -0.0098503426045351596 -0.0034061110801188476 0.027726103885091804 0.023706554221023114 -0.0087250094621960806 -0.0044665992891450134 0.012583500830916925 0.012499567085888771 0.036020068926075649 0.027914681136012871 -0.010986287078240214 0.0029144948244233808 0.035743139857427372 leaf_weight=93523.158188432455 646.76664534211159 155.13199551403522 750.93715931475163 204.70990501344204 158.20880478620529 100.93326085805893 271.23492228984833 262.37232919037342 390.46102836728096 205.93960651755333 2029.7798614948988 21344.541271299124 254.97896023094654 578.5785870552063 35.371834680438042 587.53017483651638 144.43075393140316 1084.5082310438156 433.16201964020729 139.95523105561733 357.13608540594578 3041.0286991596222 1513.8919539004564 175.22203516960144 113.61068034172058 513.30514925718307 121.05221329629421 8258.7461581677198 598.56682641804218 79.648748278617859 leaf_count=619311 4221 1019 4894 1337 1042 658 1787 1729 2557 1357 13300 138797 1679 3820 230 3894 937 7111 2872 924 2366 20152 10029 1153 743 3400 793 54582 3968 518 internal_value=0 -0.011193 0.0498295 0.00536016 0.0311394 0.0259981 0.00157899 -0.0117934 0.00671175 0.00726097 -0.00756903 0.051878 0.0345779 0.0455203 0.0404703 0.0149189 0.0281971 -0.00766064 0.00259751 0.0360298 0.0276925 -0.00840302 -0.00730967 0.00498038 0.0183475 0.0391964 0.0201319 -0.0120848 0.000260846 0.0274224 internal_weight=0 112750 25324.5 3946.22 2501.44 1854.67 3385.65 108804 571.043 2096.43 7022.29 22823 1283.63 1478.5 727.561 793.47 560.57 1289.22 1302.96 284.386 515.345 6584.7 4554.92 437.594 148.983 768.284 276.184 101782 1031.73 180.582 internal_count=911180 746255 164925 25999 16441 12220 22326 720256 3733 13878 46363 148484 8487 9687 4793 5251 3673 8448 8627 1861 3408 43481 30181 2882 973 5079 1812 673893 6840 1176 is_linear=0 shrinkage=0.01 Tree=2 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 10 10 0 0 0 0 10 10 10 10 10 5 28 10 28 10 10 0 5 10 5 0 18 5 5 split_gain=374051 16398.8 16248.9 3643.63 6195.9 5263.38 4113.81 2888.69 2729.44 2170.88 1964.45 1804.79 11915.1 2171.12 1680.94 1929.56 1632.39 1460.62 1155.64 1152.49 1082.78 1035.64 1003.51 998.073 757.331 747.96 716.93 664.767 638.888 593.239 threshold=2.9750000000000005 2.1250000000000004 3.5950000000000002 6.1150000000000011 8.4800000000000022 8.1200000000000028 8.2700000000000014 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7.0550000000000006 7.0450000000000008 6.1250000000000009 4.495000000000001 4.4750000000000005 1.5000000000000002 1.0000000180025095e-35 2.1250000000000004 1.0000000180025095e-35 3.1750000000000003 2.8250000000000006 1.0000000180025095e-35 1.5000000000000002 3.3250000000000006 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 decision_type=10 10 10 10 10 10 10 2 2 2 2 10 10 10 10 10 10 2 8 2 10 10 2 10 10 10 2 2 10 10 left_child=1 7 8 10 5 11 23 17 20 19 -4 12 13 16 15 -12 -5 18 -1 21 -2 29 -8 -7 -10 -14 -13 -20 -19 -3 right_child=2 9 3 4 -6 6 22 -9 24 -11 14 26 25 -15 -16 -17 -18 28 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.032397869329795742 0.0083163155726230301 0.024165091090172695 -0.010059411500045537 0.031359815532041646 -0.010233674417744002 -0.0050466957540071279 -0.0054914331948336939 0.046033783251954327 0.020100078546476254 0.030560032374944771 -0.000803281851608543 -0.0089363087262858704 0.048853349802694748 -0.0050531240748390039 -0.0075132970864643604 0.031282217063725873 -0.010737866608067304 0.028108025413153836 0.040556623400428163 -0.0071902603957154851 -0.00067886676323439634 0.012931641215785723 0.045064664542124912 0.044410889953161024 0.0079049794131811311 -0.012249215797406142 0.011190885348615974 -0.0021646930775744496 -0.0073252954615250178 0.00093989482049286835 leaf_weight=2499.7713271230459 2097.8623356223106 3005.178070306778 75509.747013852 299.69684086740017 9756.4365437477827 44.256557434797287 388.98103013634682 7179.8511980772018 1399.324549689889 2616.7070262283087 2047.89150570333 2802.7433312982321 520.79059407114983 4407.3818933069706 9092.1571750491858 206.31373496353626 132.98171086609364 106.48836687207222 6884.0682748407125 160.03428095579147 3695.5572967082262 1387.9511276334524 43.670137509703636 522.94590117037296 800.56695252656937 20.835101589560509 188.90213751792908 36.617136999964714 97.456939280033112 114.15706995129585 leaf_count=16023 13761 19449 503271 1929 65175 293 2593 45297 9023 16693 13434 18709 3229 29291 60006 1311 889 689 43733 1067 24427 9070 279 3303 5211 139 1239 243 650 754 internal_value=0 0.0358012 -0.00756938 -0.00860629 -0.00465544 0.00115089 0.0228364 0.0412335 0.00617925 0.023269 -0.00947644 -0.00143857 0.0020229 -0.00295462 -0.00559679 0.00213331 0.0184213 0.0376524 0.0382256 0.0191813 0.00257839 0.0201177 -0.000388496 0.0405519 0.0156621 0.0465029 -0.00766541 0.0403306 0.0111759 0.0233151 internal_weight=0 24088.3 113979 105986 19129.6 9373.19 999.854 16804.3 7993.31 7284.03 86856.1 8373.33 5381.69 4840.06 11346.4 2254.21 432.679 9624.4 9420.46 4667.32 5793.42 4507.29 432.651 567.202 2199.89 541.626 2991.65 6920.69 203.945 3119.34 internal_count=911180 153668 757512 705090 127068 61893 6468 106635 52422 47033 578022 55425 35477 32109 74751 14745 2818 61338 59999 30340 38188 29273 2872 3596 14234 3368 19948 43976 1339 20203 is_linear=0 shrinkage=0.01 Tree=3 num_leaves=31 num_cat=0 split_feature=11 11 11 10 10 46 46 11 11 10 10 11 10 11 2 38 2 10 10 46 2 46 10 11 46 11 11 11 11 10 split_gain=719094 11072.2 7957.7 3241 1506.29 1989.27 1378.37 1073.12 799.279 565.006 541.543 466.417 341.766 338.545 294.221 274.867 257.576 255.302 236.544 458.748 208.435 202.574 182.647 153.481 119.943 118.389 113.731 111.482 106.841 106.3 threshold=0.51461192965507518 0.026551560498774003 0.97252115607261669 2.6750000000000003 2.6750000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.0013712961226701001 0.18897357583045957 1.6450000000000002 3.6350000000000002 0.99766892194747936 2.6750000000000003 0.8784809708595277 0.05298245614035086 1.0000000180025095e-35 0.034723896792862259 3.4350000000000005 3.3550000000000004 1.0000000180025095e-35 0.051836094939543158 1.0000000180025095e-35 6.4450000000000012 0.18897357583045957 1.0000000180025095e-35 0.068259380757808671 0.0070173616986721008 0.0089773964136838514 0.00014260681928130004 5.6550000000000011 decision_type=2 2 2 10 10 2 2 2 2 10 10 2 8 2 2 2 2 10 10 2 2 2 10 2 2 2 2 2 2 10 left_child=1 7 4 12 -2 10 17 28 16 26 -6 18 23 20 -10 22 -8 -5 -4 -20 -7 -14 -12 -3 -11 -18 -9 -26 -1 -19 right_child=2 3 11 6 5 13 8 9 14 24 15 -13 21 -15 -16 -17 25 29 19 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=-0.012136506780678331 0.042760182177777044 0.012048532618680764 0.04703188463998316 0.0033400559579893881 0.027008140216090295 0.03724595785762886 0.010345076102269115 -0.00048461106662244408 0.02571898503590583 -0.010360345595158495 0.0048338368444930408 0.048920515547179744 0.040229929716985122 0.040455593219740779 0.011119594102343153 0.044289865666008871 -0.0033934095763125528 -0.0079818972450517618 0.027563560120958685 0.044483161359082243 0.025438324017935911 0.024359033773152641 0.029453088342202841 0.026325052795687025 -0.0085779582349875903 0.0032352503798432882 0.010396963998561808 -0.0047117366130351732 -0.010944641554866663 0.0022012841360223184 leaf_weight=92366.071915045381 680.88413345813751 188.11124317348003 790.92531391978264 268.89152337610722 196.51068934798241 222.06936851143837 289.60559698939323 268.87277245521545 191.26862964034081 2384.1857444792986 500.15863728523254 22453.133978843689 163.681301176548 453.20281480252743 496.0191016793251 19.770563453435898 572.48347236216068 1399.4588032215834 233.43759579956532 511.11419348418713 457.49953255057335 158.10708978772163 32.066345617175102 125.56866191327572 2623.5434443950653 508.99455906450748 149.43108442425728 1042.0489088892937 8187.8951413333416 110.61242780089378 leaf_count=619311 4221 1204 4894 1744 1250 1431 1902 1729 1244 15822 3290 138797 1010 2928 3275 128 3819 9285 1511 3282 2984 1000 209 793 17526 3380 952 6942 54582 735 internal_value=0 -0.0111413 0.0467667 0.00427347 0.0300152 0.0254024 0.000809436 -0.0117855 0.00638117 -0.00783728 0.0127523 0.0485559 0.0251913 0.0337613 0.0151825 0.00767719 0.00196928 -0.00563741 0.0432237 0.0391784 0.0292968 0.0324319 0.00631714 0.0177635 -0.00861445 -0.00027365 0.00340262 -0.00747887 -0.0120395 -0.00723598 internal_weight=0 111495 26550.8 4472.8 2562.16 1881.28 3837.33 107022 2058.37 6468.08 748.506 23988.6 635.468 1132.77 687.288 551.996 1371.08 1778.96 1535.48 744.552 679.569 321.788 532.225 313.68 6049.78 1081.48 418.304 3665.59 100554 1510.07 internal_count=911180 746255 164925 29391 16441 12220 25384 716864 13620 42971 4877 148484 4007 7343 4519 3627 9101 11764 9687 4793 4415 2010 3499 1997 40290 7199 2681 24468 673893 10020 is_linear=0 shrinkage=0.01 Tree=4 num_leaves=31 num_cat=0 split_feature=11 11 11 10 1 10 1 11 10 11 10 11 11 10 10 6 10 1 10 1 11 6 6 11 1 11 5 6 1 11 split_gain=690173 10980.8 7256.69 3119 1713.64 1395.93 2735.6 1073.39 1069.8 874.992 558.356 424.781 353.375 331.081 320.38 275.075 220.437 758.283 287.245 204.626 188.962 153.415 147.776 145.417 144.04 119.752 115.495 113.789 112.032 107.161 threshold=0.51461192965507518 0.026551560498774003 0.97252115607261669 2.6750000000000003 -380.49999999999994 2.6250000000000004 -4.4999999999999991 0.0013712961226701001 3.7050000000000005 0.18897357583045957 1.6450000000000002 0.99894970655441295 0.78322452306747448 3.4350000000000005 2.6750000000000003 3.5000000000000004 3.1750000000000003 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0.014781212138180651 0.023690751627321961 0.0079399097559205815 0.024790089253805502 0.013096964628993358 0.025650535033773098 -0.0086261202426748205 -0.0048892880119723583 -0.00039053796817365956 0.0055493236829366925 0.0094162720434912382 -0.010911017119684365 leaf_weight=91654.839706942439 680.90441538393497 189.49976018071175 1071.8090028911829 231.71415461599827 822.81345969438553 464.55240945518017 195.53099669516087 242.42967410385609 389.04841646552086 428.50500904023647 1816.8919121474028 22558.48222823441 713.78215263783932 1215.7382149249315 162.0177726149559 376.00022919476032 817.15893687307835 78.196572974324226 148.09580385684967 166.0148032605648 519.58543169498444 93.003800004720688 72.259992226958275 127.57168924808502 2998.9575379490852 1201.0292333960533 244.8590345531702 7.771916225552558 176.74217635393143 8131.2804912626743 leaf_count=619311 4115 1204 6440 1497 5480 2971 1222 1555 2558 2782 12107 135468 4514 8104 975 2469 5102 483 942 1035 3430 594 467 793 20152 8031 1622 49 1126 54582 internal_value=0 -0.0111088 0.0450374 0.00421932 0.000800686 0.0291773 0.0248307 -0.0117559 0.00677282 0.00599803 -0.00779776 0.046714 0.0326874 -0.00778738 0.0245647 0.0144938 0.0424376 0.0391839 0.022968 0.0314932 0.00169193 0.0368706 0.0264003 0.0173967 -0.00857518 -0.00755753 0.00527159 0.0436322 0.0033615 -0.0120112 internal_weight=0 110706 27290.6 4484.32 3839.22 2609.08 1928.18 106222 584.579 2391.76 6436.05 24681.5 1343.6 1447.45 645.104 804.505 2123.03 1051.22 226.292 328.033 1587.26 806.786 536.812 317.071 6016.88 4199.99 764.444 824.931 419.172 99786.1 internal_count=911180 746255 164925 29391 25384 16441 12326 716864 3780 15783 42971 148484 8546 9601 4007 5251 13016 6576 1425 2010 10532 5108 3438 1997 40290 28183 5052 5151 2681 673893 is_linear=0 shrinkage=0.01 Tree=5 num_leaves=31 num_cat=0 split_feature=11 11 11 10 46 10 46 11 11 10 10 28 18 11 10 11 10 28 10 46 5 46 5 5 11 18 11 46 11 11 split_gain=663464 10890.6 6651.34 3003.73 1323.81 1298.45 1761.68 1073.74 746.106 551.789 475.747 416.689 435.205 390.791 301.014 293.79 248.203 227.197 201.421 388.357 180.663 174.691 168.045 147.029 137.961 131.69 130.309 119.247 110.024 109.994 threshold=0.51461192965507518 0.026551560498774003 0.97252115607261669 2.6750000000000003 1.0000000180025095e-35 2.7350000000000008 1.0000000180025095e-35 0.0013712961226701001 0.18897357583045957 1.6450000000000002 3.6350000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.99766892194747936 2.6750000000000003 0.8784809708595277 3.4350000000000005 1.0000000180025095e-35 3.3550000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 0.18897357583045957 1.0000000180025095e-35 0.068259380757808671 1.0000000180025095e-35 0.0089773964136838514 0.0070173616986721008 decision_type=2 2 2 10 2 10 2 2 2 10 10 2 2 2 8 2 10 2 10 2 10 2 10 10 2 2 2 2 2 2 left_child=1 7 5 14 16 -2 10 -1 20 29 -7 12 -12 18 24 23 -5 25 -4 -20 26 -16 -10 -8 -3 -18 -6 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470.85842847824097 2353.4634541273117 431.90750896930695 66.031971052289009 59.36340394616127 23733.33075748384 171.35178112983704 472.27389377355576 1253.7806939780712 139.73411211371422 241.59367226064205 538.84429332613945 499.50140525400639 162.7402458190918 229.13580219447613 217.6696799993515 129.52634464204311 103.35100916028023 432.931197270751 2594.9893056750298 1035.7216122448444 150.7600549608469 leaf_count=673893 4296 1204 4894 1744 2937 1217 3021 1729 3033 15822 2831 420 376 138797 1010 2912 8406 928 1511 3282 3325 1000 1486 1368 793 686 2839 17526 6942 952 internal_value=0 -0.0110768 0.0434472 0.0041662 0.000792022 0.0283871 0.024091 -0.0117267 0.00621061 -0.00775841 0.0121752 0.00744887 0.00427874 0.0450243 0.0239685 0.0317618 -0.0055685 -0.00716047 0.0402643 0.0366125 0.00192979 0.0306097 0.0146139 0.0276511 0.0170432 -0.00841059 0.00467006 -0.00853607 -0.00739955 0.00332097 internal_weight=0 109921 28002.8 4495.5 3841.01 2654.6 1927.37 105426 2074.08 6404.21 754.818 557.303 491.271 25348.2 654.484 1172.55 1766.93 1496.87 1614.86 780.438 1374.09 334.092 699.994 700.276 320.392 1357.13 874.586 5984.17 3630.71 420.031 internal_count=911180 746255 164925 29391 25384 16441 12145 716864 13620 42971 4844 3627 3207 148484 4007 7301 11764 10020 9687 4793 9101 2010 4519 4389 1997 9092 5776 40290 24468 2681 is_linear=0 shrinkage=0.01 Tree=6 num_leaves=31 num_cat=0 split_feature=10 1 10 1 10 6 10 1 1 3 10 6 1 10 10 1 0 10 1 10 0 2 2 1 0 3 10 2 2 2 split_gain=324695 43615.5 15398.6 17192.7 8707.51 5449.01 7408.87 10152.4 5729.59 4796.38 4066.55 3311.49 2900.3 1826.95 1419.2 1962.05 1398.71 1347.88 1270.86 1164.92 1136.73 1208.37 1005.24 1162.8 932.822 854.437 784.442 754.881 726.39 708.149 threshold=2.9750000000000005 -32.499999999999993 3.5950000000000002 -1.0000000180025095e-35 2.9750000000000005 4.5000000000000009 6.0550000000000006 -71.499999999999986 -45.499999999999993 1.0000000180025095e-35 6.1150000000000011 16.500000000000004 -30.499999999999996 2.3350000000000004 4.5750000000000011 -300.49999999999994 1.0000000180025095e-35 3.2350000000000008 -266.49999999999994 7.0450000000000008 1.0000000180025095e-35 0.034723896792862259 1.0000000180025095e-35 -37.499999999999993 1.0000000180025095e-35 0.49341991341991348 6.4750000000000005 0.73701079622132271 0.012270400481782552 0.62532051282051293 decision_type=10 8 10 8 8 2 10 8 10 2 10 2 10 10 10 10 2 10 10 10 2 2 2 8 2 2 10 2 2 2 left_child=1 4 3 28 24 6 14 18 19 10 -7 20 13 -3 15 16 -4 -5 26 29 21 -6 23 -16 -1 -18 -8 -20 -2 -9 right_child=2 12 5 17 11 9 7 8 -10 -11 -12 -13 -14 -15 22 -17 25 -19 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.002733865957621668 0.0036226801667813601 0.041984060847923381 -0.0021205492734344819 0.029878337281059417 0.037931024795841511 -0.0035686580266025255 -0.0043605283834001413 0.010815598500920178 -0.010377898501828549 -0.010577920076855048 0.033851983997400976 0.0024147673300316521 0.01211028223949401 0.034501768494528309 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1932 2643 442760 2508 4252 2345 24838 18755 27094 3242 9037 17502 5477 6823 7140 140667 17032 6852 3349 1133 765 28437 1637 internal_value=0 0.0317812 -0.00741883 0.00586305 0.0107079 -0.00845609 -0.00542901 0.00598881 0.0239462 -0.0101924 0.00868943 0.0225299 0.0397244 0.0402795 -0.00714608 -0.00307874 0.00332297 0.0239487 -0.00545532 0.0326272 0.0274803 0.021761 -0.00820825 -0.00434965 0.000381742 0.0124674 0.0131561 -0.00771842 -0.00587798 0.0214093 internal_weight=0 26056.1 111772 8096.62 7132.86 103675 37790.3 4940.18 1922.89 65884.8 1318.4 3325.56 18923.2 18550.4 32850.1 6802.32 2809.92 3187.17 3017.28 1534.74 2668.77 1509.53 26047.8 5361.84 3807.3 1048.53 327.116 2690.17 4909.46 577.421 internal_count=911180 153668 757512 52422 45098 705090 253877 32053 11689 451213 8453 20269 108570 106225 221824 45370 18276 19482 20364 9046 16017 9194 176454 35787 24829 6591 2097 18267 32940 3569 is_linear=0 shrinkage=0.01 Tree=7 num_leaves=31 num_cat=0 split_feature=11 11 11 10 1 11 10 1 11 11 10 10 10 6 10 6 10 1 10 11 11 1 3 11 11 5 11 11 10 11 split_gain=622746 10772.6 5573.79 2762.22 1668.47 1071.9 955.147 2210.77 822.951 562.108 527.765 478.911 310.719 270.733 268.587 257.091 214.318 656.738 579.037 182.236 147.456 145.861 124.538 123.203 118.898 108.893 107.479 104.753 86.2921 85.0301 threshold=0.51461192965507518 0.026551560498774003 0.94052824378013633 2.6750000000000003 -380.49999999999994 0.0013712961226701001 2.8550000000000004 -371.49999999999994 0.18897357583045957 0.99473056197166454 1.6450000000000002 3.9650000000000003 3.4350000000000005 64.500000000000014 2.5450000000000004 3.5000000000000004 2.6250000000000004 -8.4999999999999982 3.9350000000000005 0.068259380757808671 0.78322452306747448 -390.49999999999994 0.94701754385964931 0.13270235061645502 0.0089773964136838514 1.5000000000000002 0.00014260681928130004 0.0070173616986721008 5.7950000000000008 0.18897357583045957 decision_type=2 2 2 10 10 2 10 10 2 2 10 10 10 2 8 2 10 8 10 2 2 10 2 2 2 10 2 2 10 2 left_child=1 5 6 14 12 26 -2 11 19 16 27 -8 -5 20 29 -10 -4 -18 -19 -6 -9 -12 -17 -16 -23 -21 -1 -7 -20 -3 right_child=2 3 9 4 8 10 7 13 15 -11 21 -13 -14 -15 23 22 17 18 28 25 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.012036440601895723 0.036033293060758829 0.0098131294547865108 0.041336278235362713 0.002763869059337818 -0.0015510532298080334 -0.0006717300198681947 0.017622720820331925 0.027029407975724486 0.019331841247913352 0.042643386635277461 -0.010856560948958578 -0.0041716690994678517 -0.0097784119332837999 0.015856739721693786 0.021666261288520946 0.0060772186327455058 0.038903846157143165 0.03401031837061573 0.0035503864541095169 0.0078105783003415211 0.034966507989542706 -0.0085150438420685658 0.02456149001891858 0.032500958019679206 -0.0047682449474392517 -0.00028935489597309365 -0.010825785857937453 0.0096573813507441226 0.030655062426908432 0.021743139685296266 leaf_weight=89751.648873075843 616.73396588861942 150.25194182991982 618.09535843133926 236.60255724191666 818.00488369166851 272.05589903891087 149.56101016700268 460.30061680078506 436.18835759162903 25320.164101362228 1789.9291812181473 309.40585023164749 1195.8301481306553 133.76321725547314 190.5619652569294 337.94889740645885 754.59861078858376 165.22276492416859 122.86888343095779 522.3990421295166 476.23242065310478 2951.9898655563593 40.856787502765656 233.61367756128311 1187.7032007575035 243.25974950194359 7985.4985959231853 153.62857620418072 12.987345248460768 99.179576888680458 leaf_count=619311 3520 929 3469 1497 5480 1729 916 2857 2782 142020 12107 2045 8104 841 1128 2207 4525 962 788 3430 2900 20152 262 1362 8031 1622 54582 952 82 588 internal_value=0 -0.0110236 0.0410392 0.00411652 0.000833005 -0.0116788 0.0255279 0.0212912 0.00593278 0.0422724 -0.00769926 0.00293035 -0.00770674 0.0291647 0.0227913 0.0140978 0.0366598 0.0339217 0.021435 0.00173085 0.0310655 -0.00847138 0.00807087 0.0276334 -0.00744006 0.00523712 -0.0119375 0.00305602 0.00614149 0.0145568 internal_weight=0 108597 29139.9 4504.7 3831.09 104092 2146 1529.26 2398.66 26993.9 6355.31 458.967 1432.43 1070.3 673.607 814.994 1673.77 1055.68 301.079 1583.66 936.533 5929.62 378.806 424.176 4139.69 765.659 97737.1 425.684 135.856 249.432 internal_count=911180 746255 164925 29391 25384 716864 13079 9559 15783 151846 42971 2961 9601 6598 4007 5251 9826 6357 1832 10532 5757 40290 2469 2490 28183 5052 673893 2681 870 1517 is_linear=0 shrinkage=0.01 Tree=8 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 1 11 6 11 6 11 11 11 2 6 1 6 1 6 11 2 6 11 2 5 2 1 11 2 5 split_gain=600958 8010.14 7905.75 1072.46 905.798 740.858 522.622 487.931 428.878 419.992 413.177 202.944 195.205 188.92 188.08 168.921 166.089 146.222 139.723 129.293 119.747 110.011 107.86 98.5601 97.2063 90.2705 81.3426 78.6083 77.414 73.9307 threshold=0.3781151175498963 0.94052824378013633 0.026551560498774003 0.0013712961226701001 -371.49999999999994 -112.49999999999999 0.99473056197166454 3.5000000000000004 0.094556797295808764 1.5000000000000002 0.65440738201141369 0.65440738201141369 0.13270235061645502 0.040202020202020204 64.500000000000014 -122.49999999999999 3.5000000000000004 -8.4999999999999982 3.5000000000000004 0.0070173616986721008 0.034723896792862259 38.500000000000007 0.00014260681928130004 0.05298245614035086 2.5000000000000004 0.051836094939543158 -157.49999999999997 0.13270235061645502 0.047905909351692456 1.5000000000000002 decision_type=2 2 2 2 10 10 2 2 2 2 2 2 2 2 2 10 2 8 2 2 2 2 2 2 8 2 8 2 2 10 left_child=2 4 3 22 7 9 17 11 20 12 16 -2 -4 -10 25 -5 -6 -3 -19 -17 -7 -15 -1 -18 -13 -12 -14 -11 -21 -27 right_child=1 6 5 15 10 8 -8 -9 13 27 14 24 26 21 -16 19 23 18 -20 28 -22 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=-0.012010137789836693 0.01325320385135499 0.038177426905126779 0.00025277615840605582 -0.0092042366481221508 0.025375692153229098 0.0096962415794623266 0.041273482265198211 0.0055909555428411981 0.020721147948265971 -0.0065495231779197083 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num_leaves=31 num_cat=0 split_feature=10 10 10 2 10 2 2 10 10 0 0 2 0 0 10 2 10 10 10 10 10 10 10 0 10 5 2 2 2 2 split_gain=295642 17930 5867.81 5087.96 4838.75 3220.31 8037.34 3726.88 2436.57 1822.31 1745.36 1362.87 1343.28 1322.86 1122.98 1073.06 998.23 1171.51 940.21 843.869 682.94 2642.64 1901.34 654.164 641.495 723.71 555.788 552.554 2016.68 937.35 threshold=3.1750000000000003 2.2250000000000005 3.7350000000000008 0.96213569039656011 6.1150000000000011 0.091372912801484213 0.087337909992372217 7.0450000000000008 2.8250000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.019324122479462254 1.0000000180025095e-35 1.0000000180025095e-35 6.2150000000000007 0.77442071785552036 4.5750000000000011 4.4750000000000005 2.2250000000000005 4.495000000000001 9.7700000000000014 8.1200000000000028 8.2700000000000014 1.0000000180025095e-35 8.615000000000002 5.5000000000000009 0.47385509227614492 0.48295234405269277 0.05298245614035086 0.80070921985815613 decision_type=10 10 10 2 10 2 2 10 10 2 2 2 2 2 10 2 10 10 8 10 10 10 10 2 10 10 2 2 2 2 left_child=1 10 9 5 -5 6 11 -8 23 -2 18 24 -10 14 -7 20 17 -15 -1 -19 21 -16 -23 -3 -4 -26 -14 28 -20 -29 right_child=2 8 3 4 -6 13 7 -9 12 -11 -12 -13 26 16 15 -17 -18 19 27 -21 -22 22 -24 -25 25 -27 -28 29 -30 -31 leaf_value=0.025823783248587834 -0.0018040163833835244 0.019094505051789692 -0.0030666169886065047 -0.0038178234813709966 0.026948703640867828 -0.010431897652936029 -0.010748895171586489 0.037733850509997384 0.0088588584075545637 0.010190199605583388 0.036492057420426195 -0.010472856482574818 0.013595520126984395 -0.0029341581275877451 -0.0076649635261465789 0.018109276389381205 -0.0072726714569236574 0.032064119260084782 0.037822835923839004 -0.00019206221877167699 -0.011136099744038378 0.031919337274062529 -0.0011585709156882726 0.02639683152143758 -0.0097622912537842187 0.040564857102824217 0.02509500892831865 0.036762821316294367 0.021974540300041361 0.026221298165719657 leaf_weight=3102.0682787448168 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0.0128659 0.0218467 -0.00431735 -0.00910554 0.0196408 0.0322952 0.0290969 0.0344211 internal_weight=0 30421.6 107027 100403 2331.97 98070.8 16963.3 836.331 10583.6 6623.88 19838 16127 5359.88 81107.5 74840.8 9056.17 6266.63 1336.74 11228.6 334.139 8884.8 5984.06 711.541 5223.76 10711.7 2218.52 1685.62 8126.53 3244.9 4881.63 internal_count=911180 172996 738184 694587 14870 679717 115234 4764 63909 43597 109087 110470 33220 564483 521951 62407 42532 8700 62736 2009 61336 40942 4471 30689 72541 15471 9988 44938 18334 26604 is_linear=0 shrinkage=0.01 Tree=10 num_leaves=31 num_cat=0 split_feature=11 11 11 10 1 10 1 11 11 10 11 10 11 10 6 1 10 6 1 10 5 11 10 11 1 10 5 11 1 6 split_gain=569352 7838.25 6988.65 2264.56 1219.35 1162.06 2493.49 739.043 728.883 528.048 418.005 381.587 364.029 273.181 241.322 239.886 220.023 180.324 154.782 1063.23 141.353 128.939 119.181 112.84 125.239 253.962 112.574 102.384 98.1837 96.9444 threshold=0.3781151175498963 0.015218299813568552 0.94052824378013633 2.7350000000000008 -380.49999999999994 2.8550000000000004 -371.49999999999994 0.068259380757808671 0.00099748477805400022 3.7050000000000005 0.99473056197166454 1.0450000000000002 0.65440738201141369 2.7350000000000008 1.5000000000000002 -346.49999999999994 3.4350000000000005 64.500000000000014 -8.4999999999999982 3.8050000000000002 1.5000000000000002 0.094556797295808764 2.2250000000000005 0.99977076053619396 -380.49999999999994 3.9350000000000005 1.5000000000000002 0.18897357583045957 -390.49999999999994 62.500000000000007 decision_type=2 2 2 10 10 10 10 2 2 10 2 10 2 8 2 10 10 2 8 10 10 2 10 2 10 10 10 2 10 2 left_child=1 8 5 13 16 -2 9 -6 -1 -7 18 -10 20 21 27 -15 -5 -14 -4 -20 29 -3 -12 24 25 -24 -16 -9 -13 -8 right_child=2 3 10 4 7 6 12 14 11 -11 22 28 17 15 26 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011887615134068368 0.032646017532786585 0.0060924966495349824 0.036878831625568036 0.00029273219921317539 -0.002599884143240016 0.01709738082640986 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930.09499804675579 133.49280053377151 250.08138340711594 242.91686078906059 4190.083884075284 52.015929132699966 leaf_count=667513 4228 1178 5522 1517 9137 919 2008 2185 2377 2954 83659 11672 4335 853 3140 1111 9112 618 3393 911 1015 993 1831 50567 5196 767 1659 1519 28960 331 internal_value=0 -0.0110692 0.0374833 0.00124416 -0.00152581 0.0222436 0.018174 0.00259531 -0.0116694 0.00113608 0.0389496 -0.00836639 0.0255912 0.017829 0.0079445 0.0241684 -0.0085306 0.029736 0.0342164 0.0308968 0.0192021 0.0117207 0.0392591 0.0400728 0.0374284 0.0332401 0.00412557 0.0127673 -0.00899315 0.0225496 internal_weight=0 106055 31274.7 4929.44 4223.96 2745.01 1973.11 2659.38 101125 598.442 28529.6 6266.9 1374.66 705.478 1310.27 346.189 1564.58 833.773 1751.28 779.461 540.89 359.289 26778.4 10765 1403.29 473.199 731.236 579.033 5887.09 378.564 internal_count=911180 742926 168254 32404 28269 16408 12180 17640 710522 3873 151846 43009 8307 4135 8503 1964 10629 4953 9826 4304 3354 2171 142020 58361 7794 2598 4799 3704 40632 2339 is_linear=0 shrinkage=0.01 Tree=11 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 11 1 11 11 1 0 2 2 11 2 2 1 0 1 5 5 0 5 5 11 11 2 11 11 0 split_gain=551011 7789.9 6554.08 942.817 825.438 729.917 412.985 394.305 363.039 353.554 315.381 232.718 209.1 158.521 150.998 147.112 141.684 127.818 120.719 118.446 112.3 107.763 103.998 98.5709 80.2356 79.515 75.651 70.7057 69.9519 69.3297 threshold=0.3781151175498963 0.015218299813568552 0.94052824378013633 0.13270235061645502 -371.49999999999994 0.00099748477805400022 -371.49999999999994 0.99473056197166454 0.65440738201141369 -122.49999999999999 1.0000000180025095e-35 0.040202020202020204 0.028778467908902653 0.65440738201141369 0.051836094939543158 0.051836094939543158 -8.4999999999999982 1.0000000180025095e-35 -103.49999999999999 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 0.0070173616986721008 0.00014260681928130004 0.74891304347826104 0.78322452306747448 0.049213243648409809 1.0000000180025095e-35 decision_type=2 2 2 2 10 2 10 2 2 10 2 2 2 2 2 2 8 2 10 10 10 2 10 10 2 2 2 2 2 2 left_child=1 5 4 9 10 25 17 16 14 28 13 -8 -11 -2 -6 -10 -4 -5 -7 -17 26 -14 -16 -13 -20 -1 -15 -12 -3 -18 right_child=2 3 7 6 8 18 11 -9 15 12 27 23 21 20 22 19 29 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011943352045818255 0.0055677975990872123 -0.0062143496063320845 0.035791383657818372 -0.0012822885774527624 0.027518865840695423 -0.0096287039353650811 0.020420294031063692 0.0381262275384638 0.035052101976518112 0.0090586546327891624 0.018717107816165132 0.011480841370575904 -0.0014848634168936259 0.014555188222696054 0.020297863531339493 0.029796620894916158 0.027665973918393569 0.0095096915206460651 -0.0077189432736085029 0.020981309250286177 -0.0022471440053398813 0.0066582077008097576 0.01008330945474149 0.0034219005017063864 -0.0037011930267422228 -0.010827178996739659 0.026152681999969764 0.027992124142712651 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1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 0.51234756097560985 0.22271825396825398 1.0000000180025095e-35 0.90501253132832093 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 0.49341991341991348 0.33477011494252878 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 0.90045045045045058 0.90943267259056748 0.90943267259056748 0.99938118811881205 1.0000000180025095e-35 1.0000000180025095e-35 29.500000000000004 0.99938118811881205 decision_type=2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 10 2 2 10 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 5 19 7 -3 12 9 -8 11 27 13 -1 15 16 -6 18 26 20 -2 22 -12 -24 -10 -20 -7 -4 -13 -5 right_child=2 6 10 29 14 17 8 -9 24 -11 21 28 -14 -15 -16 -17 -18 -19 25 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.023826222412362492 0.012058794646161044 0.0068330364276845447 0.0034830548225910215 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626.94336049258709 353.68154482543468 48792.424389705062 389.45398274064064 842.3530617505312 1702.8922207355499 302.92440360784531 535.53870126605034 1198.6293976157904 368.79897449910641 125.41217057406902 leaf_count=60405 30110 42436 7482 9495 72191 25968 80864 3830 1716 24347 24561 511 30405 10220 28913 43002 12991 3240 9548 4378 2500 347206 1959 5854 10810 1739 3434 8442 1892 731 internal_value=0 0.0102476 -0.00623226 0.0192009 -0.00110336 0.0205638 1.03612e-05 0.0238402 -0.0026229 -0.00438283 -0.00886865 0.00179829 0.024667 0.0219748 -0.00366513 -0.00213779 0.000451054 0.0119656 0.01333 0.00883295 0.0106314 -0.00942439 -0.00420569 0.00695033 0.0107216 0.00479963 0.0163345 -0.00284299 0.0261898 -0.00471923 internal_weight=0 51667.5 85267 27562.2 28949 26076.4 24105.3 18881.5 17392.5 15366 56318 2788.81 18318.2 12544.2 23015.2 18967.2 12823.4 7194.92 6732.45 5933.77 5306.83 53529.2 4736.8 1231.81 2026.54 1753.61 4978.84 2342.98 445.829 1485.8 internal_count=911180 319188 591992 159015 194085 148789 160173 104860 117737 105211 397907 18327 101030 70625 157097 128184 85182 43929 40689 36988 32610 379580 32374 7813 12526 11287 29402 15924 2403 10226 is_linear=0 shrinkage=0.01 Tree=13 num_leaves=31 num_cat=0 split_feature=46 0 3 3 0 18 18 2 2 2 3 0 3 2 2 2 2 2 2 3 3 13 2 2 2 2 3 2 13 18 split_gain=73204.7 30493.3 13368.8 13353.4 5484.01 5312.46 3525 2910.8 5719.46 2741.13 8196.88 2717.22 2363.37 6899.6 3275.48 1893.34 2030.53 1773.48 1349.46 960.877 2780.05 903.829 808.196 660.121 629.327 503.345 468.095 721.014 422.418 379.351 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.25108695652173912 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.75110619469026563 0.98936170212765973 0.091372912801484213 0.90943267259056748 1.0000000180025095e-35 0.51234756097560985 0.50144508670520238 1.0000000180025095e-35 0.33218390804597703 0.5265987549518959 0.012270400481782552 0.98936170212765973 0.33248299319727892 0.33477011494252878 1.0000000180025095e-35 1.0000000180025095e-35 0.17677696078431374 0.49844720496894418 0.33460559796437661 0.28629976580796251 0.50144508670520238 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 7 9 12 15 21 -9 10 -4 -2 13 -5 -14 22 24 -12 -18 -15 -21 29 -3 -16 25 -17 -6 -28 -10 -1 right_child=2 6 4 5 26 -7 -8 8 28 -11 17 -13 14 19 23 16 18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.024902516716450603 0.012386386390365598 0.018754228817632529 0.02757469223330087 0.017981106690603571 0.009605291584972914 -0.010117990018848699 -0.0054241412093409703 -0.0021669927278088513 0.027970224403201294 -0.0093686796897646581 -0.00024954749018556578 0.0010250117659484771 0.015581688673311498 -0.0064824024815280249 -0.0046051745630496252 0.02716580491368346 0.0075773412897067061 -0.010104713002411612 0.022485048151033513 0.015563164433343197 -0.00018256268963062446 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0.00867454 -0.00617165 0.0042288 -0.00761691 0.00181651 0.0207612 0.0175714 0.0100263 -0.00855414 -0.00328715 0.00537897 0.00308341 0.00659707 0.00096583 0.0216434 0.0246951 -0.0063908 0.0176653 0.00152298 0.00297576 0.0236445 0.0174408 -0.00016491 0.0280724 0.0220483 0.000603808 -0.000110079 0.0265841 0.0244707 internal_weight=0 56748.3 80083.3 41488.1 71177.4 35135.7 15260.2 6352.4 2832.9 63893 8557.64 8905.99 31763.8 11944.5 19819.3 14762.9 8552.4 7775.67 2775.43 8262 6992.94 3519.5 6210.51 18396.1 5776.97 1333.76 7284.35 6749.09 1201.43 3428.36 internal_count=911180 353100 558080 267607 501376 230730 85493 36877 17484 453210 58708 56704 206545 75367 131178 82091 46428 54610 15916 54137 45430 19393 35663 122760 30512 7441 48166 44812 6541 18762 is_linear=0 shrinkage=0.01 Tree=14 num_leaves=31 num_cat=0 split_feature=11 11 11 10 1 10 1 11 11 11 10 10 1 10 6 10 6 10 1 5 6 1 5 11 1 11 11 5 11 1 split_gain=521526 7701.05 5765.64 2150.46 1231.22 907.953 1812.76 726.682 707.014 622.598 423.091 376.372 313.701 1316.7 256.31 255.616 220.121 214.037 198.502 153.802 116.345 122.707 107.1 105.978 105.388 102.718 94.0163 88.7879 84.4913 81.7612 threshold=0.3781151175498963 0.015218299813568552 0.8784809708595277 2.7350000000000008 -380.49999999999994 2.6750000000000003 -371.49999999999994 0.00099748477805400022 0.068259380757808671 0.98755538463592529 3.6350000000000002 1.0450000000000002 -3.4999999999999996 3.6650000000000005 101.50000000000001 1.0450000000000002 1.5000000000000002 3.4350000000000005 -346.49999999999994 1.5000000000000002 5.5000000000000009 -65.499999999999986 1.5000000000000002 0.99977076053619396 -390.49999999999994 0.094556797295808764 0.18897357583045957 1.5000000000000002 0.049213243648409809 -64.499999999999986 decision_type=2 2 2 10 10 10 10 2 2 2 10 10 8 10 2 10 2 10 10 10 2 8 10 2 10 2 2 10 2 8 left_child=1 7 5 15 17 -2 10 -1 27 12 -7 29 -4 -14 19 18 26 -5 -3 -8 21 -11 -18 -22 -13 -17 -10 -6 -20 -9 right_child=2 3 9 4 8 6 14 11 16 20 -12 24 13 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1691.1679451018572 551.95888674259186 182.09807088971138 113.57581517100334 160.81352332234383 481.99908643960953 1325.5526507049799 85.95294913649559 286.45133431255817 743.89211668074131 21729.229902714491 247.69525422155857 4102.2385341376066 4116.450520336628 144.99052008986473 247.42695625126362 471.01806887984276 138.0079515427351 144.5340214818716 leaf_count=667513 2864 1007 5894 1517 5893 849 4386 1485 2185 11610 2509 11672 2837 1139 708 990 3140 9112 510 1716 3994 108379 1659 21369 28960 840 1519 3244 788 892 internal_value=0 -0.0109881 0.0347434 0.00119809 -0.00152265 0.0191878 0.0155477 -0.0115962 0.00262806 0.0358731 0.000244957 -0.00827782 0.0301658 0.0251361 0.0226091 0.0172002 0.00783175 -0.00854918 0.0223418 0.024175 0.0362297 0.0359437 0.00416552 0.0376427 -0.00890804 0.0102738 0.0123936 -0.00249158 0.015982 0.0013751 internal_weight=0 103925 32809.9 4939.31 4221.54 2221.42 1677.57 98985.8 2653.85 30588.5 529.686 6186.79 1799 734.057 1147.89 717.762 1316.12 1567.69 411.958 1034.31 28789.5 23943.3 729.694 4846.13 5807.62 305.804 586.431 1337.73 223.961 379.169 internal_count=911180 742926 168254 32404 28269 13032 10168 710522 17640 155222 3358 43009 9870 3976 6810 4135 8503 10629 2305 6102 145352 119989 4799 25363 40632 1830 3704 9137 1298 2377 is_linear=0 shrinkage=0.01 Tree=15 num_leaves=31 num_cat=0 split_feature=1 6 6 3 3 3 3 3 3 3 1 6 3 6 6 3 6 1 3 3 3 3 3 3 6 6 1 3 1 1 split_gain=117687 37279.7 14782.2 5618.14 4174.66 5522.86 4171.46 3723.43 3353.39 2979.16 1798.03 1707.38 1643.26 1032.47 983.905 943.903 891.111 876.393 764.501 1225.61 746.719 1025.32 637.981 1561.1 622.576 1397.39 610.645 597.689 555.281 1289.98 threshold=-1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 0.50155279503105599 0.90501253132832093 0.22271825396825398 1.0000000180025095e-35 0.90943267259056748 0.49341991341991348 0.25108695652173912 -90.499999999999986 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.99261982570806107 1.0000000180025095e-35 -65.499999999999986 0.33248299319727892 0.33477011494252878 0.24165739710789766 1.0000000180025095e-35 0.99938118811881205 0.76103179753406891 31.500000000000004 29.500000000000004 -189.49999999999997 1.0000000180025095e-35 -31.499999999999996 -38.499999999999993 decision_type=8 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 10 2 10 10 left_child=2 3 4 8 5 10 11 17 9 14 26 -4 -3 15 20 -9 18 -6 -11 -20 21 -2 23 -5 25 -13 -1 -16 29 -12 right_child=1 12 6 22 7 -7 -8 13 -10 16 28 24 -14 -15 27 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0026768141344357872 0.022901817525639002 0.013522075979972044 -0.0063691127443892383 0.014145139349980618 -0.009887824637165081 -0.0051267656048241336 -0.0098546214172045427 -0.0049744917824463501 0.028372345235270723 0.00083192072046970721 0.0087207181342211938 0.0058682320813855261 -0.00020315072314463546 -0.003812265830962204 0.016530775296215643 0.013006676708824721 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7780 7029 3284 4906 8306 10308 2532 8707 9207 1523 2011 10021 1142 5393 4835 internal_value=0 0.0133387 -0.00647208 0.0199358 -0.000886885 -0.00216911 -0.00934859 0.00952225 0.0226975 0.019877 0.00453626 0.00422502 0.000635485 0.0040734 0.0226608 0.00893418 0.0122303 0.0294426 0.0154045 0.0174021 0.0234576 0.0220182 0.0129879 0.0116604 0.0116086 0.0148336 -0.00176189 0.010625 0.00788558 0.00648248 internal_weight=0 44484.3 92009.9 29279 31278.3 27847.9 60731.6 3430.37 20951.1 13995.2 8523.7 2182.74 15205.3 2693.59 10260 1666.41 3735.19 736.781 2626.15 2309.54 9622.97 7595.11 8327.91 6770.41 1286.27 1058.76 2959.18 637.031 5564.52 4647.62 internal_count=911180 262831 648349 162066 210094 188977 438255 21117 112598 77258 54423 13996 100765 17470 54985 10397 22273 3647 15244 13212 51210 40902 49468 40761 7742 6219 19879 3775 34544 29151 is_linear=0 shrinkage=0.01 Tree=16 num_leaves=31 num_cat=0 split_feature=11 11 11 10 1 10 1 11 11 11 10 10 1 10 2 10 2 10 1 1 2 11 11 10 10 11 1 10 10 2 split_gain=499801 7632.59 5254.08 2068.62 1237.25 838.631 1773.24 725.733 690.393 543.455 408.314 371.173 323.62 1235.51 297.352 241.39 234.077 210.183 184.959 153.711 134.385 132.243 123.083 467.014 178.618 113.633 109.427 99.352 90.9403 85.4709 threshold=0.3781151175498963 0.015218299813568552 0.8784809708595277 2.7350000000000008 -380.49999999999994 2.6750000000000003 -371.49999999999994 0.00099748477805400022 0.068259380757808671 0.98755538463592529 3.6350000000000002 1.0450000000000002 -3.4999999999999996 3.6650000000000005 0.040202020202020204 2.7350000000000008 0.051836094939543158 3.4350000000000005 -346.49999999999994 -380.49999999999994 0.034723896792862259 0.65440738201141369 0.99977076053619396 4.0250000000000012 2.3350000000000004 0.094556797295808764 -390.49999999999994 6.3850000000000007 6.1150000000000011 0.047905909351692456 decision_type=2 2 2 10 10 10 10 2 2 2 10 10 8 10 2 8 2 10 10 10 2 2 2 10 10 2 10 10 8 2 left_child=1 7 5 15 17 -2 10 -1 20 12 -7 -9 -4 -14 -10 25 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366.0146377235651 379.77520854771137 320.19695529341698 1466.7833692729473 383.06900770962238 1688.454518482089 565.13277454674244 183.42868106067181 998.20788864791393 164.74112430214882 397.72011576592922 1323.6164177209139 194.32638515532017 1988.7659554481506 1079.1352330595255 396.35161490738392 13710.378953963518 154.08730933070183 7392.5117623060942 174.0426450073719 647.62196227908134 23.41568349301815 4715.3666471391916 3429.9006503820419 leaf_count=667513 2864 1178 5894 1517 1656 849 2065 2377 1964 7187 2509 11672 2837 1139 6539 853 2436 9112 1111 10531 7481 2309 66115 848 36967 993 4475 125 23579 24485 internal_value=0 -0.0109475 0.0335119 0.0011767 -0.00150852 0.0187431 0.0152465 -0.0115596 0.00265823 0.034573 0.000141991 -0.00823287 0.0292865 0.0242312 0.00778696 0.0167624 0.0221818 -0.00855089 0.0225931 0.0349016 -0.00242334 0.0191322 0.0345094 0.0318742 0.0347147 0.0110634 -0.00886358 0.0165543 0.0362323 -0.00797709 internal_weight=0 102837 33529.5 4942.83 4216.4 2247.36 1692.75 97894.5 2649.04 31282.1 532.662 6145.75 1830.83 748.561 1318.4 726.432 1160.09 1567.35 359.068 29451.3 1330.64 794.072 22747.2 1644.29 21102.9 367.364 5765.98 177.503 6704.13 4077.52 internal_count=911180 742926 168254 32404 28269 13032 10168 710522 17640 155222 3358 43009 9870 3976 8503 4135 6810 10629 1964 145352 9137 4745 111242 8160 103082 2171 40632 973 34110 28960 is_linear=0 shrinkage=0.01 Tree=17 num_leaves=31 num_cat=0 split_feature=10 1 10 10 1 2 10 2 2 10 1 10 1 2 10 10 10 1 2 2 1 2 10 1 1 10 1 2 1 1 split_gain=247668 35415.9 9062.82 5476.26 5367.07 4522.3 3974 3004.43 6593.56 2766.08 2271.71 1479.33 1292.52 1234.32 1088.3 1289.19 2757.38 2045.37 1153.95 986.021 977.428 1379.82 874.708 833.028 1882.9 755.672 1349.52 727.209 671.978 605.698 threshold=3.1750000000000003 -32.499999999999993 3.1750000000000003 3.7350000000000008 -361.49999999999994 0.96213569039656011 5.5950000000000006 0.091372912801484213 0.087337909992372217 7.0450000000000008 -30.499999999999996 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num_leaves=31 num_cat=0 split_feature=6 3 2 6 3 3 2 3 2 2 2 2 3 3 3 2 18 6 6 6 3 2 2 6 3 2 6 6 6 3 split_gain=78082.3 12417 8144.28 7103.47 4372.71 8440.01 4132.76 1913.85 2643.81 1642.21 1624.82 1455.42 2531.09 1450.27 1460.53 1277.17 996.089 915.303 1128.81 725.598 697.96 674.978 2463.12 705.463 542.245 1232.95 485.009 477.534 899.288 436.534 threshold=1.5000000000000002 0.50155279503105599 0.98936170212765973 4.5000000000000009 0.49341991341991348 0.33477011494252878 0.091372912801484213 0.49341991341991348 0.49844720496894418 0.74891304347826104 0.66751700680272119 0.091372912801484213 0.90943267259056748 0.76506899055918665 0.65465367965367982 0.33218390804597703 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 31.500000000000004 0.7576941287878789 0.75110619469026563 0.96213569039656011 1.0000000180025095e-35 0.90943267259056748 1.0000000180025095e-35 1.0000000180025095e-35 29.500000000000004 31.500000000000004 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 7 5 9 24 -2 11 10 -1 12 -9 14 -8 20 21 18 -10 29 -16 23 -23 -11 -3 26 -26 -4 -29 -5 right_child=2 6 27 19 -6 -7 13 8 17 16 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.012620159839393207 -0.0043500967703290162 0.023959578806361136 0.010093880629735043 0.0047443491058879565 0.019154528129926924 -0.0010544801478997508 -0.0011667923613402102 0.029463744508209239 0.0011887469798720185 0.023258632120438359 -0.00043556332361906425 -0.0027954891147228471 0.001520458469585611 -0.0050715370796265234 0.00039189158005321158 0.011943586908056672 -0.0063701767800805444 -0.0066283743844441599 0.023061279504940479 -0.0086079782269205454 0.015750195196923941 0.0030592096222313145 0.019764343219915492 -0.0050266361692544613 0.015696200942356429 -0.0016570315968786864 0.0044405314130698805 0.028124364601480316 -0.0012519155775786836 -0.0066269435823840999 leaf_weight=12060.790214568377 4989.22690731287 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6.0550000000000006 -71.499999999999986 3.8350000000000004 1.0000000180025095e-35 -45.499999999999993 -361.49999999999994 5.5950000000000006 -30.499999999999996 16.500000000000004 2.3350000000000004 -194.49999999999997 3.5950000000000002 -1.0000000180025095e-35 0.74891304347826104 1.0000000180025095e-35 -37.499999999999993 0.33460559796437661 2.6750000000000003 -32.499999999999993 3.5000000000000004 1.5000000000000002 19.500000000000004 4.5750000000000011 -1.0000000180025095e-35 8.3400000000000016 3.1750000000000003 decision_type=10 8 8 2 10 8 10 2 10 10 10 10 2 10 10 10 8 2 2 8 2 10 10 10 10 8 10 8 10 8 left_child=1 2 21 4 6 14 9 10 24 -2 -5 13 25 -3 20 16 -9 -16 19 -8 23 -1 -15 -6 -7 -4 27 -20 -25 -13 right_child=3 11 12 7 5 8 18 15 -10 -11 -12 29 -14 22 17 -17 -18 -19 26 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=0.0032866424445255719 0.014695522921787954 0.031278526535458352 0.0081921426893819954 -0.003518489837234125 0.023312627122260062 0.015577354827379498 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20364 456913 14153 15216 213031 41960 5148 34960 33541 2793 9046 16017 171071 30404 1104 2839 is_linear=0 shrinkage=0.01 Tree=20 num_leaves=31 num_cat=0 split_feature=11 11 11 10 1 10 1 11 11 11 1 10 10 6 6 10 11 1 11 10 6 5 10 3 1 3 3 3 10 1 split_gain=463623 6407.87 5709.85 1655.93 951.463 917.469 2148.15 603.495 469.83 369.576 373.525 1051.45 333.048 315.203 289.44 265.536 237.733 234.304 229.689 161.924 156.72 139.051 124.479 122.481 112.837 89.7658 96.956 81.9648 76.8658 76.7898 threshold=0.2688089013099671 0.8784809708595277 0.0089773964136838514 2.6750000000000003 -380.49999999999994 2.8550000000000004 -1.0000000180025095e-35 0.068259380757808671 0.0006371206545736001 0.98755538463592529 -3.4999999999999996 3.6650000000000005 3.6350000000000002 101.50000000000001 5.5000000000000009 inf 0.65440738201141369 -65.499999999999986 0.049213243648409809 3.3550000000000004 1.5000000000000002 1.5000000000000002 2.5450000000000004 0.96999699969997011 -64.499999999999986 0.96178188899707895 1.0000000180025095e-35 0.091229193341869366 1.5450000000000002 -353.49999999999994 decision_type=2 2 2 10 10 10 8 2 2 2 8 10 10 2 2 8 2 8 2 10 2 10 8 2 10 2 2 2 10 10 left_child=2 5 8 18 19 -2 13 23 -1 10 -3 -12 -8 16 17 -10 21 -11 28 -5 -9 -7 -20 -6 -19 26 -22 -16 29 -4 right_child=1 9 3 4 7 6 12 20 15 14 11 -13 -14 -15 27 -17 -18 24 22 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011742244395530087 0.026068193694551198 0.031846446779843184 0.0208547604361046 -0.0014289821188555529 -0.003789460265437188 0.020698176628483844 0.010746339041169737 0.010753232782628953 -0.0094318089690804355 0.035275192269493896 0.029265109756617932 0.001786778506271522 -0.0061466200903691906 0.0060616575142955287 0.032140857063450858 -0.00044944711643867029 0.026772301840438301 0.031718859032022068 0.011073803247118387 -0.010317253717435072 0.0144130879225873 0.011052778766965452 0.022757404735031961 0.0056705897794956687 0.034086294922975421 0.016002173031290003 0.00028327784425156868 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9870 6336 10021 145352 22685 9008 119989 7614 4047 3976 5347 108379 46030 12867 5354 4097 25363 9818 1588 5894 3517 657925 is_linear=0 shrinkage=0.01 Tree=22 num_leaves=31 num_cat=0 split_feature=11 11 11 10 10 46 46 11 11 11 10 6 46 10 6 28 11 10 18 11 46 28 18 38 10 28 10 38 10 6 split_gain=439223 5864.79 5660.85 1611.66 878.215 1436.19 725.041 498.995 472.727 351.714 265.257 259.017 244.059 507.869 232.273 222.351 217.065 210.319 269.846 159.54 157.324 147.582 160.895 205.42 143.196 123.861 130.848 122.299 118.469 100.868 threshold=0.2688089013099671 0.8784809708595277 0.0089773964136838514 2.6750000000000003 2.8550000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.068259380757808671 0.0006371206545736001 0.98755538463592529 8.6950000000000021 101.50000000000001 1.0000000180025095e-35 3.5950000000000002 5.5000000000000009 1.0000000180025095e-35 0.049213243648409809 3.5350000000000006 1.0000000180025095e-35 0.65440738201141369 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.1150000000000011 1.0000000180025095e-35 3.2650000000000001 1.0000000180025095e-35 2.5450000000000004 1.5000000000000002 decision_type=2 2 2 10 10 2 2 2 2 2 8 2 2 10 2 2 2 10 2 2 2 2 2 2 8 2 10 2 8 2 left_child=2 4 8 16 -2 15 25 -8 -1 12 -10 19 13 -3 20 17 -4 -6 27 -7 -11 22 23 -15 -22 26 -5 -19 -18 -9 right_child=1 9 3 6 5 11 7 29 10 14 -12 -13 -14 21 -16 -17 28 18 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011695171251185179 0.025167170282067095 0.02832658059977208 0.0069894048213450643 -0.00098750252544886662 0.011547539448409709 0.017778600440241113 -0.0028017666485399594 0.010129831454934323 -0.0094575500439836487 0.0304773242205955 -0.0017369084986378646 0.0058459275342081568 0.030268203414871828 0.0032113365967217479 0.033174402698159029 0.01735834283182865 0.010856726202232219 -0.0050206985049415058 0.017837167220274171 0.025398967785894965 0.0351599233839213 0.029599164565539217 0.028252668665173241 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0.000510697 -0.0115027 0.030997 -0.00887503 0.0194703 0.0268449 0.0231361 0.0312516 0.00253185 0.0129515 0.000733262 -0.00188214 0.0209881 0.0308662 0.0125314 0.00967948 0.00634495 0.0324154 -0.00746592 -0.00824752 -0.00416746 0.017972 0.00647479 internal_weight=0 36130.5 98785.2 5327.22 2861.31 2086.32 4602.03 2525.81 93458 33269.2 6379.31 1252.51 1922.28 922.664 31346.9 833.813 725.182 743.606 598.791 1126.95 26113.5 303.197 259.789 220.247 5239.9 2076.22 1883.36 536.602 393.677 901.915 internal_count=911180 171579 739601 35646 16357 12510 31597 17221 703955 155222 46030 7247 9870 4702 145352 5263 4049 4730 3922 6455 119989 1776 1541 1326 24832 14376 13053 3549 2106 5820 is_linear=0 shrinkage=0.01 Tree=23 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 11 1 6 11 1 6 2 1 6 6 2 5 11 6 6 1 1 5 6 2 0 11 2 split_gain=427880 5636.13 5623.47 758.032 710.439 474.196 462.907 343.465 304.674 302.938 277.672 233.715 208.662 199.397 175.303 156.142 152.413 125.796 125.596 117.742 109.483 104.944 96.0232 83.147 78.6637 75.8717 71.4483 69.056 67.2427 66.5213 threshold=0.2688089013099671 0.0089773964136838514 0.8784809708595277 -371.49999999999994 0.068259380757808671 0.0006371206545736001 -364.49999999999994 0.98755538463592529 -3.4999999999999996 3.5000000000000004 0.51461192965507518 -122.49999999999999 5.5000000000000009 0.034723896792862259 -65.499999999999986 47.500000000000007 1.5000000000000002 0.047905909351692456 1.5000000000000002 0.65440738201141369 3.5000000000000004 3.5000000000000004 -105.49999999999999 -64.499999999999986 1.5000000000000002 1.5000000000000002 0.90508365508365518 1.0000000180025095e-35 0.99951267242431652 0.49844720496894418 decision_type=2 2 2 10 2 2 10 2 8 2 2 10 2 2 8 2 2 2 10 2 2 2 10 10 10 2 2 2 2 2 left_child=1 5 3 9 11 -1 21 8 -4 19 15 25 14 -8 -9 24 -15 -13 -12 -2 -10 29 -7 -16 -5 -3 28 -19 -14 -6 right_child=2 4 7 10 6 22 13 12 20 -11 18 17 26 16 23 -17 -18 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011672059887046228 0.0094290137547016137 -0.0037669125072262587 0.029546513620791189 0.019173637004678667 -0.0023193666302553711 -0.010009788822934221 0.014927621197079615 0.032787270943706266 0.023510591808117653 0.0017566099831888751 0.024986682173772468 0.00474736964455281 0.029543365822944988 0.01024283330907544 0.029775308287197579 0.0043541781789838627 0.0019725280371847213 -0.0034713066769580408 0.017333266558663154 0.017479001429583776 0.014652285397067756 -0.0062775970206454422 -0.0075456906762509024 0.031767900556520998 0.010645107614189854 -0.0078582222181850063 0.029824639972541648 0.0030958710083291885 0.033374927887939797 0.0051761949417050571 leaf_weight=86382.046566948295 417.6732244938612 790.59190501272678 1151.8623968064785 424.93008071184158 269.17364539206028 3328.2471284419298 289.98659427464008 2429.1621774882078 612.62997823953629 361.12964303791523 803.27858214080334 323.59626552462578 519.15039877593517 381.67047484219074 21649.579623088241 117.75442656874657 535.44185009598732 923.76818218827248 292.49697564542294 321.59329555928707 180.66950544714928 340.72117875516415 3013.2656192332506 2318.4204622358084 145.07272918522358 1062.3321896344423 894.81820949912071 193.69260688126087 3890.4327100664377 211.37826125323772 leaf_count=657925 2368 5269 5894 2440 1717 24205 1712 11610 2976 2289 4332 2108 2621 2353 97503 747 3549 6450 1630 1679 1000 2367 21825 10876 872 7598 4055 1260 18687 1263 internal_value=0 -0.0109039 0.0291922 0.0157908 -0.000896531 -0.0114783 0.00375931 0.0303409 0.0262621 0.0092637 0.0198178 -0.00376351 0.0305912 0.00769976 0.0302275 0.0148373 0.00541434 -0.000743069 0.0229437 0.0129309 0.0214932 -0.00203232 -0.00883894 0.0299681 0.017003 -0.00611257 0.032401 -0.002333 0.0329238 0.000977673 internal_weight=0 98045.9 36530.7 2883.93 5322.35 92723.6 2028.37 33646.7 1945.16 1100.4 1783.53 3293.98 31701.6 1207.1 26397.2 687.757 917.112 1441.06 1095.78 739.267 793.299 821.273 6341.51 23968 570.003 1852.92 5304.4 1117.46 4409.58 480.552 internal_count=911180 739601 171579 16357 35646 703955 12961 155222 9870 6336 10021 22685 145352 7614 119989 4059 5902 9818 5962 4047 3976 5347 46030 108379 3312 12867 25363 7710 21308 2980 is_linear=0 shrinkage=0.01 Tree=24 num_leaves=31 num_cat=0 split_feature=11 11 11 10 10 46 46 11 11 11 10 46 10 10 28 11 11 10 28 28 10 10 10 46 10 11 46 10 10 28 split_gain=417030 5612.86 5408.62 1568.63 843.938 1325.85 708.9 475.867 475.825 337.483 280.131 214.522 489.319 208.268 261.351 205.342 193.577 176.038 137.508 122.171 130.13 112.788 102.891 100.213 94.3337 84.3109 142.79 96.316 118.236 96.2161 threshold=0.2688089013099671 0.0089773964136838514 0.8784809708595277 2.6750000000000003 2.6750000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.068259380757808671 0.00048551171494175006 0.98755538463592529 inf 1.0000000180025095e-35 3.5950000000000002 3.5350000000000006 1.0000000180025095e-35 0.049213243648409809 0.51461192965507518 2.3350000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.2050000000000005 2.5450000000000004 5.7250000000000005 1.0000000180025095e-35 5.5050000000000008 0.99977076053619396 1.0000000180025095e-35 3.9350000000000005 6.4450000000000012 1.0000000180025095e-35 decision_type=2 2 2 10 10 2 2 2 2 2 8 2 10 10 2 2 2 10 2 2 10 8 8 2 10 2 2 10 10 2 left_child=1 8 4 15 -2 13 19 -8 -1 11 -10 12 -4 -6 22 -3 -7 23 24 20 -5 -17 -15 -11 -14 26 27 -19 29 -29 right_child=2 3 9 6 5 16 7 -9 10 17 -12 -13 18 14 -16 21 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.011662674893129332 0.024991598022354653 0.0069242671358967483 0.027293383934142514 -0.00042772682757474269 0.012000073805525636 0.013973432569239537 -0.002758588543377738 0.0062819426835518753 -0.0094467329649417352 0.029046586866709936 -0.00067408893028783146 0.028856289861294317 0.0063525730163304 -0.0031999752940510178 0.017212030233682795 0.010648405038579474 0.021833964230247655 0.028655627011798818 0.028155855908468044 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internal_value=0 -0.0108767 0.0285981 -0.000888342 0.0155066 0.0124461 -0.00305477 0.000494282 -0.0114542 0.0297173 -0.00897354 0.0256977 0.0222464 0.00292891 0.000315861 0.0127258 0.0187841 0.0299642 0.0119363 -0.00740807 -0.00819027 0.0175734 -0.00195171 0.0293642 0.00919298 0.03088 0.0290112 0.0258273 0.0217306 0.018534 internal_weight=0 97311.9 36914.6 5318.47 2907.25 2198.02 4588.32 2527.64 91993.4 34007.4 7133.03 1967.88 940.366 878.641 682.142 730.146 1319.38 32039.5 309.042 2060.68 1867.91 397.775 601.427 19357 264.334 12682.5 2028.17 831.269 339.506 262.487 internal_count=911180 739601 171579 35646 16357 12928 31597 17221 703955 155222 52232 9870 4702 5464 4390 4049 7464 145352 1776 14376 13053 2106 3922 86312 1541 59040 9819 4001 1724 1339 is_linear=0 shrinkage=0.01 Tree=25 num_leaves=31 num_cat=0 split_feature=46 0 3 3 28 18 0 28 18 2 3 0 2 2 2 4 3 2 2 2 4 2 3 3 4 2 2 4 4 4 split_gain=58675 20945 11298 9615.46 7009.77 6066.96 4987.19 3004.35 2620.31 2522.42 6037.22 2057.88 1808.22 3998.81 1616.87 1371.96 1360.78 4270.95 1545.59 1144.46 1141.11 1134.85 934.117 1801.89 739.036 667.56 612.899 524.665 486.403 485.703 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.25108695652173912 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.091372912801484213 0.90943267259056748 1.0000000180025095e-35 0.75110619469026563 0.98936170212765973 0.012270400481782552 27.500000000000004 0.51234756097560985 0.50144508670520238 1.0000000180025095e-35 0.33218390804597703 27.500000000000004 0.5265987549518959 0.33248299319727892 0.33477011494252878 25.500000000000004 1.0000000180025095e-35 0.98936170212765973 24.500000000000004 29.500000000000004 29.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 8 2 2 2 10 2 2 10 10 8 left_child=1 3 11 12 5 16 9 8 19 10 -4 -2 29 -14 20 -13 17 27 -18 -3 -12 -21 -19 -24 -8 -6 -23 -5 -29 -1 right_child=2 7 6 4 25 -7 24 -9 -10 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1851.001947119832 1584.6277736127377 1328.4136103540659 4467.7775880396366 3620.3988072425127 1355.6859526634216 1047.5801097601652 14724.347529619932 6254.2155869007111 1697.4474810957909 821.33906851708889 1387.0208289325237 4615.7068542987108 5666.2889719754457 4666.9510443508625 2022.2223965525627 729.91760718822479 2033.3589727282524 3124.8364255428314 leaf_count=4129 20698 33469 4098 4396 904 24185 10817 4268 3402 394502 8739 13219 10943 6541 34844 22787 7514 7445 97323 29354 11027 4849 7551 30489 37349 35998 10151 4332 10593 15264 internal_value=0 0.00754691 -0.005813 0.00375923 0.00163522 0.00343764 -0.00723406 0.0170756 0.01791 -0.00818044 -0.00302904 0.00467202 0.0146609 0.00871375 -0.00598066 0.000815417 0.00497254 0.00772939 0.00313186 0.0186248 -0.000114295 0.0208959 0.00316898 0.00468958 0.000657548 -0.00955494 0.015658 0.0164525 0.0142724 0.0191511 internal_weight=0 58032.7 75826.6 41526 34754.7 29933.3 66776.2 16506.7 15898.6 59625.7 8198.37 9050.33 6771.32 2913.04 7331.05 5471.4 26816.2 10736.2 16080 15420.5 2863.27 9097.78 7050.31 6002.73 7150.51 4821.39 2843.56 3685.89 2763.28 3858.28 internal_count=911180 353100 558080 267607 230730 193828 501376 85493 81225 453210 58708 56704 36877 17484 54610 36006 169643 64806 104837 77823 19766 44354 45485 38040 48166 36902 15000 19321 14925 19393 is_linear=0 shrinkage=0.01 Tree=26 num_leaves=31 num_cat=0 split_feature=10 1 10 10 1 10 10 1 1 10 1 1 1 10 10 1 10 10 1 1 1 10 46 1 10 10 10 1 1 1 split_gain=204552 25324.9 7280.61 5049.9 4488.76 3413 4869.81 7846.29 3283.18 2280.17 2020.3 1858.92 1597.65 1027.62 923.892 1569.69 882.1 774.311 692.826 1892.8 497.335 457.956 449.829 444.352 317.094 338.166 299.693 286.891 305.09 298.475 threshold=3.1750000000000003 -32.499999999999993 3.1750000000000003 3.7350000000000008 -361.49999999999994 6.1150000000000011 8.4800000000000022 -65.499999999999986 -59.499999999999993 8.1200000000000028 -226.49999999999997 -294.49999999999994 -30.499999999999996 2.3350000000000004 4.495000000000001 -1.0000000180025095e-35 4.4750000000000005 2.6750000000000003 -65.499999999999986 -64.499999999999986 -32.499999999999993 3.1750000000000003 1.0000000180025095e-35 -293.49999999999994 7.6900000000000004 8.1200000000000028 3.5950000000000002 -114.49999999999999 -243.49999999999997 -87.499999999999986 decision_type=10 8 8 10 10 10 10 10 10 10 8 10 10 10 10 8 10 10 10 10 10 8 2 10 10 10 10 10 10 10 left_child=1 2 17 4 26 14 7 9 22 27 23 -8 13 -3 15 -5 -17 -1 -4 -20 -15 -14 -9 -11 -10 -26 -2 28 -7 -29 right_child=3 12 18 5 -6 6 11 8 24 10 -12 -13 21 20 -16 16 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 29 -30 -31 leaf_value=0.0031559415486686875 0.013168980194010473 0.027434791199269015 0.021006171993889981 -0.008724607459068846 -0.0055281684369991139 -0.005299542216444666 0.019334514344753587 -0.011765831557671177 -0.0031083693774479637 0.022145397819647531 0.029139981055772243 -0.010264238895825471 0.00016634736813838258 0.023200879215138505 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1234 287 5247 273 1619 63941 1951 33052 494200 18949 1603 21016 4902 5453 489 888 8522 2384 305 210 3352 1960 20039 2736 internal_value=0 0.020826 0.00635974 -0.0073606 0.00111625 -0.00796309 -0.00398292 0.00107663 0.0155233 -0.00488766 0.011986 -0.00949304 0.0258549 0.0261944 -0.00889197 -0.00606729 -0.000176724 -0.00135424 0.0168702 0.0124631 0.0229274 0.00763661 0.022989 -0.00454762 -0.00100363 0.0171919 0.0114124 -0.00698426 -0.00779054 -0.000777653 internal_weight=0 34811.1 8979.79 98877.4 6561.37 92316.1 17467.8 9106.21 2660.93 6445.28 712.334 8361.6 25831.3 25358.7 74848.2 10028 3117.44 5178.86 3800.93 1840.13 6978.63 472.55 1832.94 362.725 827.99 85.8465 2573.5 5732.95 5073.83 659.121 internal_count=911180 172996 55229 738184 43597 694587 127068 61893 14571 47322 4276 65175 117767 114928 567519 73319 20552 34960 20269 10355 33541 2839 8809 2657 5762 515 14618 43046 38350 4696 is_linear=0 shrinkage=0.01 Tree=27 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 11 1 11 1 1 0 2 3 2 5 11 2 1 3 11 5 5 3 3 3 2 0 0 split_gain=396572 5571.99 4820.37 759.178 681.193 475.716 463.424 268.159 319.959 254.299 235.916 234.03 222.428 185.546 176.492 135.151 118.313 114.323 111.738 98.4123 98.0532 95.3064 95.2483 75.6958 70.9252 66.4051 86.7757 66.1166 59.9366 55.9148 threshold=0.2688089013099671 0.0089773964136838514 0.8784809708595277 -371.49999999999994 0.068259380757808671 0.0006371206545736001 -364.49999999999994 0.98755538463592529 -3.4999999999999996 0.51461192965507518 -210.49999999999997 -380.49999999999994 1.0000000180025095e-35 0.034723896792862259 0.50155279503105599 0.028778467908902653 1.5000000000000002 0.99977076053619396 0.05298245614035086 -105.49999999999999 0.51234756097560985 0.65440738201141369 1.5000000000000002 1.5000000000000002 0.52283152627189333 0.90501253132832093 0.091229193341869366 0.081725417439703116 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 10 2 2 10 2 8 2 10 10 2 2 2 2 10 2 2 10 2 2 10 10 2 2 2 2 2 2 left_child=1 5 3 12 10 -1 20 8 -4 18 -3 14 21 29 -9 -12 -11 -16 -5 -7 -6 -2 -15 -20 -10 26 -13 -27 -17 -8 right_child=2 4 7 9 6 19 13 11 24 16 15 25 -14 22 17 28 -18 -19 23 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.01160472979756819 0.0029416438023540377 -0.0063678286300077958 0.02831095316555924 0.020689712319425079 0.0011654611414764118 -0.0099368673329337381 0.018908951692169419 0.027773096726857696 0.021984348371787279 0.024103083113081684 0.0046396780548463978 0.029492870764451028 0.015397436614733653 0.0076328370286152473 0.025044782726170296 -0.003415261562816475 0.016737565089634854 0.029975677585579837 0.01447670076087878 -0.0074212511419229693 -0.0057486600303774827 0.010138229303988762 0.00073988255230566819 0.0059809218909786859 0.015384551449638351 0.030584807438886186 0.031918377353613664 0.026365329167798879 0.0024126076603520901 0.01017682162610941 leaf_weight=84257.404452703893 473.84000296890736 1637.7071541398764 1179.7789290398359 202.72015960514545 433.61668081581593 3275.2011334449053 146.71940295398235 18092.917825460434 590.79242360591888 819.07021795213223 337.5908826738596 2751.4495348930359 344.19948634505272 620.86457197368145 505.92157989740372 1082.7224075049162 297.22474080324173 6658.8830410391092 341.88060674071312 2961.0570366680622 389.22058740258217 300.86707465350628 296.06334374845028 151.27894194424152 224.78690895438194 726.93109458684921 3179.4530204981565 759.20181280374527 210.834038823843 146.60375820100307 leaf_count=657925 2872 11423 5894 1113 2701 24205 868 78866 2801 4332 2192 12429 1777 3934 2339 7692 1630 30037 2011 21825 2646 1687 1968 935 1175 3355 15098 3228 1378 844 internal_value=0 -0.0108237 0.0274994 0.0151852 -0.00085993 -0.0114075 0.00368511 0.0285404 0.0249815 0.0191843 -0.00368675 0.0287577 0.00870843 0.00762179 0.0282991 -0.000994887 0.0221419 0.0296275 0.0144397 -0.00874242 -0.00210507 0.00573653 0.0054072 0.0118706 0.0201653 0.0303195 0.0307931 0.0284293 -0.00246539 0.0145446 internal_weight=0 95795.6 37601.2 2931.08 5301.94 90493.7 2033.09 34670.1 1995.36 1812.17 3268.85 32674.8 1118.91 1210.25 25257.7 1631.15 1116.29 7164.8 695.88 6236.26 822.837 774.707 916.928 493.16 815.579 7417.04 5930.9 1486.13 1293.56 293.323 internal_count=911180 739601 171579 16357 35646 703955 12961 155222 9870 10021 22685 145352 6336 7614 111242 11262 5962 32376 4059 46030 5347 4559 5902 2946 3976 34110 27527 6583 9070 1712 is_linear=0 shrinkage=0.01 Tree=28 num_leaves=31 num_cat=0 split_feature=11 11 11 10 1 10 1 11 11 10 10 11 1 10 2 1 10 10 11 2 3 1 10 2 11 10 1 1 10 0 split_gain=387063 5549.6 4662.45 1465.79 922.403 740.129 1794.76 526.485 477.495 378.407 273.254 266.661 301.717 882.496 246.573 212.513 196.337 190.516 184.313 168.711 161.072 159.4 149.53 144.699 110.823 204.061 94.4488 157.349 86.44 74.1889 threshold=0.2688089013099671 0.0089773964136838514 0.8784809708595277 2.7350000000000008 -380.49999999999994 2.6750000000000003 -1.0000000180025095e-35 0.068259380757808671 0.00048551171494175006 3.6350000000000002 7.4250000000000007 0.98755538463592529 -3.4999999999999996 3.9350000000000005 0.051836094939543158 -380.49999999999994 1.5450000000000002 6.1150000000000011 0.51461192965507518 0.034723896792862259 0.50155279503105599 -335.49999999999994 3.3550000000000004 0.028778467908902653 0.99894970655441295 3.7350000000000008 -63.499999999999993 -62.499999999999993 2.8850000000000002 1.0000000180025095e-35 decision_type=2 2 2 10 10 10 8 2 2 10 8 2 8 10 2 10 10 8 2 2 2 10 10 2 2 10 8 8 10 2 left_child=1 8 5 16 22 -2 14 23 -1 -8 -10 12 -4 -14 -7 20 21 -17 -16 29 -13 -3 -5 -6 25 -22 -12 -28 -26 -9 right_child=2 3 11 4 7 6 9 19 10 -11 26 15 13 -15 18 17 -18 -19 -20 -21 24 -23 -24 -25 28 -27 27 -29 -30 -31 leaf_value=-0.011596372871293597 0.023670817227668159 0.023033697327343419 0.027682492779483873 -0.0015156346591598654 0.0030543509500851429 0.023936239824646509 0.010235433081159985 0.018195200763870541 -0.0094786123346478485 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152.7663911730051 2171.6788877248764 115.58432544767857 leaf_count=651723 3429 937 5894 1404 2267 2559 1053 805 48211 3232 2976 78866 2940 1036 2590 10531 1736 23579 3494 5256 1026 1506 10224 10829 20958 354 69 976 10038 682 internal_value=0 -0.0107972 0.0269853 -0.000852031 -0.00300958 0.0149196 0.0120559 0.000403645 -0.0113841 -0.00146067 -0.00887861 0.028004 0.0244737 0.0198103 0.0180232 0.0282199 0.0119705 0.0296999 0.0153218 0.00604701 0.0277843 0.0160378 -0.00896838 -0.00283173 0.0290468 0.0230706 -0.00238409 0.00406565 0.0293032 0.0131888 internal_weight=0 95074.7 37932.6 5298.32 4535.21 2953.3 2225.15 2883.52 89776.4 681.5 7012.38 34979.3 2016.28 821.863 1543.65 32963 763.106 7495.63 1059.58 1050.74 25467.4 464.465 1651.69 1832.78 7234.59 297.535 593.059 164.188 6937.06 251.577 internal_count=911180 739601 171579 35646 31467 16357 12928 19839 703955 4285 52232 155222 9870 3976 8643 145352 4179 34110 6084 6743 111242 2443 11628 13096 32376 1380 4021 1045 30996 1487 is_linear=0 shrinkage=0.01 Tree=29 num_leaves=31 num_cat=0 split_feature=1 3 3 2 2 2 1 2 1 1 2 3 3 1 3 2 2 3 1 1 1 1 1 1 3 1 3 2 1 2 split_gain=89203.1 11492 8431.18 4906.47 4946.01 2941.84 2226.57 1392.08 878.57 1561.97 5897.88 848.821 1317.24 710.97 664.699 656.427 3410.51 582.045 573.736 732.206 512.615 1373.29 600.96 912.809 481.602 469.898 453.557 432.486 399.684 313.761 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.50155279503105599 0.50144508670520238 0.74891304347826104 1.0000000180025095e-35 -90.499999999999986 1.0000000180025095e-35 -66.499999999999986 -63.499999999999993 0.11152570480928686 0.33248299319727892 0.33477011494252878 -189.49999999999997 0.4663841807909605 0.75110619469026563 0.98936170212765973 0.90943267259056748 -144.49999999999997 -189.49999999999997 -59.499999999999993 -64.499999999999986 -31.499999999999996 -30.499999999999996 0.75103305785123975 -37.499999999999993 0.8238526179702651 0.71068484464172488 -89.499999999999986 0.33218390804597703 decision_type=8 2 2 2 2 2 10 2 10 10 2 2 2 10 2 2 2 2 10 10 10 10 10 10 2 10 2 2 10 2 left_child=1 6 3 14 11 18 13 -4 27 10 17 -5 -13 -1 -2 -6 -17 -10 19 -3 21 28 25 -24 -11 -22 -9 -7 -8 -12 right_child=2 5 7 4 15 8 20 26 9 24 29 12 -14 -15 -16 16 -18 -19 -20 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0023602253859543267 0.016047140744018879 0.003055923757677746 0.013484255026204973 -0.0037974738090398898 0.020439163070602059 -0.0089330093638124823 0.017186683315421319 0.0053300553622676735 0.024700221968712893 -0.0065991540353279154 -0.0090885405185235444 0.013990495480260908 0.0032967323814671215 -0.0071780167673011633 0.020387878280924955 -0.00035817606495037893 0.019300092462358445 -0.0076417682402850455 0.0049892536725052372 -0.010605741067822354 0.0045224110032600438 0.019353515592445924 0.017914563659507242 -0.00071050706856952124 -0.0099766889905816176 -0.0055237421595206474 3.115265656740626e-05 -0.0052243365153714014 0.0044268803009654472 -0.0030823904498455176 leaf_weight=1418.4747158288956 6061.6961286962032 877.60787536203861 2045.5925694704056 1048.3979916796088 2485.3966367989779 42347.532188780606 275.74505272507668 13940.499113097787 805.45382288843393 16624.931620486081 2114.2632137537003 1528.3767535239458 4675.8160504549742 1740.1912079900503 8439.0808066278696 1205.2376415133476 3296.0065608620644 59.774131044745445 2013.3942073360085 709.43913742899895 1439.9888601154089 1070.2378294765949 651.88850298523903 441.25217199325562 5658.6583898216486 688.0597823113203 1827.0301438495517 3396.5822771191597 2237.1698521673679 1477.6604551374912 leaf_count=9250 30604 5811 10911 7381 11639 332587 1452 87897 3472 126610 16570 8157 30210 12980 39704 8060 15861 469 12984 5576 8994 5455 3323 2950 45127 4875 12407 25410 13660 10794 internal_value=0 -0.00605522 0.0111286 0.014479 0.0103094 -0.00737764 0.00404384 0.00572296 -0.00781588 -0.00637594 -0.000971963 0.00452478 0.0059311 -0.00289464 0.0185733 0.0163141 0.0140365 0.0224659 0.00144513 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1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.51234756097560985 0.091372912801484213 1.0000000180025095e-35 0.98936170212765973 0.087337909992372217 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 0.49341991341991348 0.33477011494252878 1.5000000000000002 4.5000000000000009 1.5000000000000002 5.5000000000000009 1.0000000180025095e-35 1.5000000000000002 0.25092592592592594 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.74891304347826104 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 10 8 2 2 2 2 2 2 2 2 2 2 left_child=1 3 19 5 11 6 14 10 9 -9 12 13 23 16 15 21 20 22 25 -2 -4 29 -18 27 -20 26 -8 -3 -23 -1 right_child=2 7 4 -5 -6 -7 18 8 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 24 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.015811903937441786 0.0065305238419168027 0.011533630103434962 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373.24659784138203 460.53853814303875 788.17350332438946 452.80781656503677 130.48712041974068 4185.8431345373392 1688.0228676497936 1782.1738617271185 1069.0563894659281 284.23959694802761 317.41013798117638 5045.9552474915981 leaf_count=36871 12362 10963 68923 12803 347206 8592 19385 103623 33599 7462 3708 30359 15111 21059 35757 12597 1307 36469 1945 2053 4417 2377 914 26761 11172 8774 6811 2107 2159 23534 internal_value=0 0.00717594 -0.0066955 0.0139715 -0.00731111 0.0149487 0.0156847 -0.000807835 -0.003045 -0.00533411 0.00405741 -0.00332888 0.00225938 -0.00191407 0.017723 0.0156419 -0.000622987 -0.00520042 0.0100786 0.00939474 0.00157927 0.0170026 0.0135174 0.00504236 0.00312209 0.0123406 0.0103638 0.00948437 0.00670368 0.0176452 internal_weight=0 63698.1 68713.5 34409.7 66181.4 32656.2 31505 29288.4 20062.9 14888.7 9225.45 22743.2 8389.01 18949.7 23104.5 15206.1 16332.4 5305.28 8400.5 2532.1 11027.1 13115.1 405.099 6386.55 2061.27 6339.23 4557.05 2200.71 770.218 12344.9 internal_count=911180 386111 525069 182777 510654 169974 161382 203334 144684 111085 58650 163448 54942 133089 113295 77538 112030 38690 48087 14415 73340 64941 2221 39831 13117 34970 26196 13070 4536 60405 is_linear=0 shrinkage=0.01 Tree=31 num_leaves=31 num_cat=0 split_feature=11 11 11 10 1 1 10 11 11 1 11 10 10 11 10 10 10 11 10 2 10 10 1 2 2 10 10 2 10 11 split_gain=371197 5503.23 4293.21 1410.64 945.476 754.425 1885.79 515.92 476.939 312.57 485.428 840.76 258.949 233.881 187.435 169.251 156.469 250.304 243.394 154.499 145.817 142.131 140.217 136.536 94.7604 88.8458 85.9589 85.5084 85.2704 84.5303 threshold=0.2688089013099671 0.0089773964136838514 0.8784809708595277 2.7350000000000008 -380.49999999999994 -371.49999999999994 3.2350000000000008 0.068259380757808671 0.0006371206545736001 -1.0000000180025095e-35 0.98755538463592529 3.9350000000000005 7.4250000000000007 0.51461192965507518 1.5450000000000002 2.1250000000000004 2.3350000000000004 0.99977076053619396 4.0250000000000012 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-0.0107526 0.0261453 -0.000845029 -0.00297581 0.0146105 0.00820317 0.000501193 -0.011345 0.0271134 0.0265745 0.0190647 -0.00865721 0.0185658 0.0116695 0.0210504 0.0268168 0.0278719 0.0221347 0.00608635 -0.00899122 0.0287486 0.0156167 -0.00272343 0.0140374 0.0283511 -0.00471542 0.0213718 0.0126127 0.0304833 internal_weight=0 93757.2 38444.6 5290.1 4520.43 2976.88 1136.24 2864.63 88467.1 35467.8 26675.9 833.831 6143.5 1840.64 769.671 569.693 25842 9103.84 701.826 1048.53 1655.8 8791.9 469.375 1816.1 704.191 8402.01 566.546 1136.45 194.172 3072.59 internal_count=911180 739601 171579 35646 31467 16357 6336 19839 703955 155222 115188 3974 46030 10021 4179 2658 111214 40167 3204 6743 11628 40034 2443 13096 4059 36963 3678 5962 959 14713 is_linear=0 shrinkage=0.01 Tree=32 num_leaves=31 num_cat=0 split_feature=11 11 11 10 1 1 10 11 11 1 11 10 10 6 6 11 11 10 2 10 2 10 6 5 10 11 10 1 1 10 split_gain=362721 5479.56 4163.02 1377.78 933.723 721.511 1832.18 504.521 478.817 283.082 462.887 762.931 271.086 242.403 216.295 182.818 179.643 163.423 149.531 144.95 134.164 126.356 120.934 114.524 103.925 94.2816 147.588 91.0819 146.395 84.6857 threshold=0.2688089013099671 0.0089773964136838514 0.8784809708595277 2.7350000000000008 -380.49999999999994 -371.49999999999994 3.2350000000000008 0.068259380757808671 0.00048551171494175006 -375.49999999999994 0.98755538463592529 3.7050000000000005 7.4250000000000007 98.500000000000014 3.5000000000000004 0.049213243648409809 0.65440738201141369 2.1250000000000004 0.034723896792862259 3.3550000000000004 0.028778467908902653 6.1150000000000011 1.5000000000000002 1.5000000000000002 1.3750000000000002 0.99894970655441295 4.0250000000000012 -63.499999999999993 -62.499999999999993 3.9350000000000005 decision_type=2 2 2 10 10 10 10 2 2 10 2 10 8 2 2 2 2 10 2 10 2 8 2 10 10 2 10 8 8 10 left_child=1 8 5 15 19 6 17 20 -1 10 11 -4 -10 16 -12 -3 23 -2 -9 -5 -6 -11 -20 -7 -17 26 -16 -14 -29 -8 right_child=2 3 9 4 7 13 29 18 12 21 14 -13 27 -15 25 24 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.01153814066181059 0.024814060575554034 0.0061653545188197273 0.024085191804202443 -0.0016548438169997899 0.0029384431687211666 0.018556128084691093 0.0030851200117870195 0.012652403483715569 -0.0093998447404113911 0.029822292837893619 0.025937994322916495 0.0016246389805357167 -0.0047545149279413354 0.0067579442938832945 0.026424970916614471 0.019921655404419054 0.023141217878964886 0.01378631003129561 0.0087453841957420998 -0.010161174386779661 -0.0040136092977970236 0.027317358086997711 0.00075382984673567769 0.010676408883335485 0.0097638697493394374 0.028610931526879824 0.0070038433165263529 0.037909457132299595 0.0013850472654407294 -0.0066126539783856264 leaf_weight=80856.241651058197 359.1323507130146 351.71388153731823 649.28467381000519 233.42916038632393 342.18914668262005 722.97155328094959 112.42205309867859 255.97966478765011 6316.4255471602082 3095.1943395882845 21290.963872954249 197.15355798602104 424.55705524235964 168.02655184268951 167.35004684329033 256.11478520929813 718.83716993033886 214.73048417270184 310.16623163223267 1412.5336657240987 1470.5327762514353 5763.5071396827698 486.17100517451763 247.62275318801403 166.00587970018387 4518.065307289362 51.070487156510353 11.823656097054482 152.68606884032488 452.41834136843681 leaf_count=651723 1600 2013 2852 1404 2267 3931 656 1487 48211 14642 90263 1161 2976 1013 746 1259 3654 1058 1961 10224 10829 25309 3295 1423 907 19984 265 69 976 3022 internal_value=0 -0.0107268 0.0256929 -0.000837609 -0.00295237 0.0143706 0.0081031 0.000496025 -0.0113223 0.0266423 0.0261313 0.0188536 -0.00879478 0.0182128 0.026368 0.0114902 0.0193521 0.0206876 0.00600368 -0.00895481 -0.00270126 0.0281926 0.00386647 0.0165458 0.0159269 0.0283007 0.021884 -0.0023068 0.00401013 -0.00468247 internal_weight=0 93046.6 38728.8 5284.84 4511 2996.16 1138.7 2865.04 87761.7 35732.6 26873.9 846.438 6905.49 1857.46 26027.4 773.835 1689.43 573.863 1052.32 1645.96 1812.72 8858.7 796.337 970.594 422.121 4736.49 218.421 589.067 164.51 564.84 internal_count=911180 739601 171579 35646 31467 16357 6336 19839 703955 155222 115271 4013 52232 10021 111258 4179 9008 2658 6743 11628 13096 39951 5256 5354 2166 20995 1011 4021 1045 3678 is_linear=0 shrinkage=0.01 Tree=33 num_leaves=31 num_cat=0 split_feature=11 11 11 10 46 10 46 11 11 10 11 6 28 6 18 46 10 46 10 10 10 28 28 18 38 11 10 38 46 3 split_gain=354567 5456.06 4041.5 1345.79 708.412 646.456 1256.29 480.642 423.262 269.485 233.156 228.169 217.358 213.363 210.021 208.863 376.049 182.35 177.582 150.688 131.76 124.706 121.188 137.509 172.242 120.058 115.62 112.387 111.318 107.569 threshold=0.2688089013099671 0.0089773964136838514 0.8784809708595277 2.7350000000000008 1.0000000180025095e-35 2.9750000000000005 1.0000000180025095e-35 0.00048551171494175006 0.068259380757808671 7.4250000000000007 0.98755538463592529 6.5000000000000009 1.0000000180025095e-35 101.50000000000001 1.0000000180025095e-35 1.0000000180025095e-35 3.5950000000000002 1.0000000180025095e-35 1.5450000000000002 3.9350000000000005 6.1150000000000011 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.65440738201141369 3.2050000000000005 1.0000000180025095e-35 1.0000000180025095e-35 0.96999699969997011 decision_type=2 2 2 10 2 10 2 2 2 8 2 2 2 2 2 2 10 2 10 10 8 2 2 2 2 2 10 2 2 2 left_child=1 7 5 18 21 -2 12 -1 29 -9 15 17 14 25 19 16 -4 -12 28 -7 -19 26 23 24 -18 -8 -5 -21 -3 -6 right_child=2 3 10 4 8 6 13 9 -10 -11 11 -13 -14 -15 -16 -17 22 20 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01151717184688086 0.021181483938547258 0.020488754187743954 0.023884206947719477 -0.00071772958866049758 -0.0033043104681101223 0.0055970330300108718 0.015833261512118682 -0.0093666086590852779 0.0060774745796242299 -0.0022874713567280968 0.025634659224767375 0.028282789692862253 0.015816856057408946 0.0049818366514137015 0.01640471549191436 0.025967981455155175 0.002269422575278597 0.030127335960431465 0.005324815080779385 -0.0060688236452224919 0.026708730032115748 0.00040490834917738687 0.025522471573970713 0.024670882997384284 0.031152042485569475 0.022341102002363389 -0.0089777400053645106 0.019752469496047462 0.010760109805627516 0.0059371073666283896 leaf_weight=80196.724540397525 909.81302005052567 213.34745426476002 670.1667475104332 188.96734482049942 1433.7805695980787 181.05217531323433 667.23703463375568 6275.654776647687 909.91338507831097 588.13758644461632 22817.627401098609 5364.574399754405 92.661083742976189 127.75347363948822 67.093016922473907 1086.6286424696445 208.38304598629475 1543.9622018784285 302.5003347992897 458.87707278132439 4178.9378112107515 189.09305711090565 47.201992630958557 42.658371910452843 22.918225169181824 492.87327848374844 1641.7071233466268 17.499076470732689 262.11117190122604 138.08431614935398 leaf_count=651723 4248 1023 2926 1132 10426 1012 3732 48211 5790 4021 96365 23929 519 779 385 5168 1216 7078 1736 3064 17980 1322 235 215 110 2524 11869 94 1420 928 internal_value=0 -0.0107012 0.0252595 -0.00083027 -0.00292916 0.0141379 0.0110937 -0.0112998 0.000649591 -0.00876002 0.0261913 0.0263906 0.00139554 0.0172474 -0.000448844 0.0229398 0.0196205 0.026035 0.0113146 -0.00216881 0.027631 -0.00732653 0.0107235 0.00817375 0.00513122 0.0185981 -0.00812512 -0.00512031 0.0151255 -0.00249248 internal_weight=0 92340 38997.9 5279.5 4501.55 3014.86 2105.05 87060.5 2481.78 6863.79 35983.1 33905.1 817.182 1287.86 724.521 2077.96 991.328 28540.5 777.959 657.428 5722.9 2019.77 321.162 273.96 231.301 1160.11 1830.67 476.376 475.459 1571.86 internal_count=911180 739601 171579 35646 31467 16357 12109 703955 17144 52232 155222 145352 5074 7035 4555 9870 4702 121423 4179 4170 25058 14323 1776 1541 1326 6256 13001 3158 2443 11354 is_linear=0 shrinkage=0.01 Tree=34 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 6 1 1 11 6 6 11 2 6 2 5 1 11 11 6 6 6 2 11 2 2 11 2 split_gain=346716 5433.02 3928.94 662.038 626.404 482.581 432.606 236.817 234.656 234.3 446.321 224.893 205.896 167.402 152.929 135.963 119.119 109.039 103.199 97.922 91.185 89.7006 72.9557 65.3824 56.3435 55.2743 51.4988 57.8912 92.5308 63.3981 threshold=0.2688089013099671 0.0089773964136838514 0.8784809708595277 -371.49999999999994 0.068259380757808671 0.0006371206545736001 -364.49999999999994 3.5000000000000004 -210.49999999999997 -1.0000000180025095e-35 0.99766892194747936 98.500000000000014 3.5000000000000004 0.65440738201141369 0.034723896792862259 1.5000000000000002 0.047905909351692456 1.5000000000000002 -105.49999999999999 0.65440738201141369 0.97252115607261669 3.5000000000000004 1.5000000000000002 3.5000000000000004 0.49844720496894418 6.4727209974080338e-05 0.98936170212765973 0.23271742593182543 0.99473056197166454 0.081725417439703116 decision_type=2 2 2 10 2 2 10 2 10 8 2 2 2 2 2 2 2 10 10 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 7 8 25 21 19 22 26 20 13 -12 17 -8 -16 -10 -5 -7 -2 23 24 -3 -11 -6 -1 27 29 -29 -4 right_child=2 4 9 11 6 18 14 -9 16 10 12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.011570050855698805 0.0079050534362808574 -0.0038703894871641017 0.027433637325901303 0.017881945933590628 -0.0024379360293058654 -0.0097917049981246767 0.013418296022844427 0.0012930597179128267 0.0042101826262446254 0.018777071315696607 0.02519023321032595 0.0065535084053184181 0.027513810680365753 0.022247712756762902 0.0097417214748597887 0.0019690225189149526 -0.0023230726079708007 0.010251900291483866 -0.0071726009260168616 0.015066057717790623 0.021886180406085472 -0.0061198635036925466 -0.0081533923379984684 0.010708046111310465 0.0044152778835436848 -0.010697313969517792 0.025409851641875564 0.025321007511618338 0.029174001871034864 0.024595965469424011 leaf_weight=72262.523076951504 436.53745970129967 711.62878946214914 2745.9459961503744 735.77545329928398 269.02330565452576 3173.4632520899177 303.66930484771729 367.52527068555355 358.75150270760059 416.23773820698261 20957.589314296842 169.43904793262482 4661.904729232192 733.21345920860767 388.383495002985 535.1299424469471 1256.5792510956526 251.25472301244736 2860.4774980545044 339.43588250875473 1020.0348703712225 333.13934104144573 901.55731008946896 132.34984143078327 216.51609915494919 8067.1355433687568 1424.15577724576 788.96676824986935 2968.1348232030869 1103.804904833436 leaf_count=593705 2368 4767 12098 3931 1717 24205 1712 2289 2315 1915 87793 1013 20292 3654 2353 3549 8947 1423 21825 1679 4479 2367 6656 709 1263 64220 6089 3773 13370 4704 internal_value=0 -0.0106758 0.024844 0.0139114 -0.000822934 -0.0112775 0.00350624 0.0079056 -0.00356626 0.0257596 0.025296 0.0175456 0.025613 0.0186283 0.00726211 0.00523783 -0.000872091 0.0159397 -0.00855008 0.0110375 0.020118 -0.00212373 -0.00626402 0.0168304 0.000618111 -0.0114824 0.0271551 0.0274818 0.0283649 0.02662 internal_weight=0 91638 39252.3 3033.18 5274.38 86363.6 2045.86 1143.5 3228.52 36219.1 27188.1 1889.68 25619.5 1720.24 1227.18 923.513 1615.33 987.03 6033.94 775.973 1568.62 818.679 1613.19 548.588 485.539 80329.7 9031.01 7606.85 3757.1 3849.75 internal_count=911180 739601 171579 16357 35646 703955 12961 6336 22685 155222 115188 10021 108085 9008 7614 5902 11262 5354 46030 4047 7103 5347 11423 2624 2980 657925 40034 33945 17143 16802 is_linear=0 shrinkage=0.01 Tree=35 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 6 6 6 2 2 2 5 6 6 5 6 2 3 6 3 2 5 11 2 3 2 2 11 split_gain=339134 5411.7 3829.8 614.397 484.643 358.63 234.584 208.638 201.504 191.476 155.674 141.105 134.226 122.59 111.719 89.9477 81.5191 75.263 68.776 64.5176 63.1394 58.8725 57.2782 51.9905 48.2237 46.0682 45.3569 43.3155 43.2257 43.2019 threshold=0.2688089013099671 0.0089773964136838514 0.8784809708595277 0.068259380757808671 0.00048551171494175006 0.65440738201141369 0.98755538463592529 1.5000000000000002 97.500000000000014 6.5000000000000009 0.040202020202020204 0.047905909351692456 0.051836094939543158 2.5000000000000004 46.500000000000007 1.5000000000000002 1.5000000000000002 1.5000000000000002 0.90508365508365518 1.0000000180025095e-35 47.500000000000007 0.50155279503105599 0.98936170212765973 1.5000000000000002 0.99951267242431652 0.48295234405269277 0.50155279503105599 0.49844720496894418 1.0000000180025095e-35 5.9116524425917312e-05 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 10 2 2 2 2 2 2 8 2 2 2 2 2 2 left_child=1 4 5 11 29 8 20 16 12 21 -9 -3 -2 17 23 27 26 25 24 -6 -4 -8 -12 -7 -11 -14 -5 -13 -28 -1 right_child=2 3 6 7 19 14 9 10 -10 18 22 15 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.011552537163090159 0.01651047510578391 0.0007837564117054302 0.022691167717621905 0.010216334263994554 -0.0062629149305437979 0.020116287392129881 0.024951750997057268 0.010444477107373751 0.00070226808597653235 0.024918632890312695 -0.0016827657260787259 -0.0045113818071045751 0.0096692327995133755 0.00026346114719835864 0.0099535372235704505 -0.0060167550813129064 0.0020257438445387506 0.0080661686928176421 0.024493371802434903 -0.0090820780636714869 0.016963607595724885 0.025981414217353473 0.010909804172824444 0.015222122082283993 0.028085286374075948 0.015589585010914802 0.011566248311888006 -0.00032660639339666497 0.0023884654470651668 -0.010760642641373826 leaf_weight=71263.426727332175 451.55269065499306 611.70124182105064 1898.1602117568254 485.16359889507294 942.8807116523385 826.71514350175858 21373.158119663596 132.49986281991005 178.87847454845905 544.10248173773289 869.33785497397184 447.46204157173634 201.20372980833054 114.69435478746891 162.26611658930779 1608.6756300404668 272.3706940561533 443.90555119514465 770.44993758201599 5838.3130581825972 214.18742835521698 7502.0102983117104 37.686985641717911 294.32981023192406 4140.4207700192928 379.02973221242428 71.629082068800926 553.05124868452549 180.97391827404499 7626.4488281533122 leaf_count=590450 2334 3980 8791 2758 6568 4065 89474 805 1132 2513 5936 3175 1146 702 926 11885 1697 2582 3219 45664 1079 31949 219 1522 18197 1948 404 3645 1142 61273 internal_value=0 -0.0106504 0.0244436 -0.000815408 -0.0112555 0.0136842 0.0253449 0.00346459 0.010765 0.0255439 0.000319528 -0.00353905 0.0118969 0.0100675 0.0177088 -0.00455249 0.00670114 0.0111655 0.0272621 -0.00869009 0.0221104 0.0252193 -0.00115954 0.0188313 0.0277175 0.0135366 0.00842722 -0.00219817 0.00499095 -0.011476 internal_weight=0 90941.6 39495.1 5270.55 85671.1 3052.58 36442.5 2049.66 1769.26 34330.1 1039.52 3220.89 1590.39 1138.83 1283.31 2609.19 1010.14 1024.14 5454.97 6781.19 2112.35 28875.2 907.025 1121.04 4684.52 580.233 737.767 1000.51 252.603 78889.9 internal_count=911180 739601 171579 35646 703955 16357 155222 12961 9844 145352 6960 22685 8712 6378 6513 18705 6001 5676 23929 52232 9870 121423 6155 5587 20710 3094 4304 6820 1546 651723 is_linear=0 shrinkage=0.01 Tree=36 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 11 1 1 11 1 0 3 5 1 11 5 3 3 11 5 3 3 4 11 5 3 3 3 split_gain=331830 5390.48 3736.61 631.771 602.644 486.653 420.368 235.361 251.339 231.938 203.699 189.652 183.065 146.016 140.564 102.954 99.177 98.985 90.4962 87.6206 82.6949 81.6135 67.0971 69.3503 76.9741 63.2342 59.6654 57.2974 57.2649 83.7961 threshold=0.2688089013099671 0.0089773964136838514 0.8784809708595277 -371.49999999999994 0.068259380757808671 0.00048551171494175006 -364.49999999999994 0.98755538463592529 -3.4999999999999996 -210.49999999999997 0.51461192965507518 -380.49999999999994 1.0000000180025095e-35 0.50155279503105599 1.5000000000000002 -122.49999999999999 0.99977076053619396 1.5000000000000002 0.96784532671629464 0.51234756097560985 0.65440738201141369 1.5000000000000002 0.96178188899707895 0.50952467343976793 27.500000000000004 0.0023884368129074005 1.5000000000000002 0.52283152627189333 0.90501253132832093 0.091229193341869366 decision_type=2 2 2 10 2 2 10 2 8 10 2 10 2 2 10 10 2 10 2 2 2 10 2 2 10 2 10 2 2 2 left_child=1 5 3 12 9 -1 19 8 -4 -3 21 13 20 -9 22 -7 -15 -12 26 -6 -2 -5 23 24 -8 -17 -11 -10 29 -13 right_child=2 4 7 10 6 15 14 11 27 18 17 28 -14 16 -16 25 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011455742810152854 0.0023547356744559869 -0.0062055574724488452 0.024547403523539818 0.01483872978107127 0.00093188838311024011 -0.0098644656252817927 0.0015031931018407055 0.024275092329356162 0.019134305585565614 -0.00030063182581594985 0.021274670369311476 0.025690910378377334 0.013540496138682372 0.02176921514587769 0.0017644714806655725 -0.0084711213065257404 0.026229370726308501 0.014727093198055315 0.0066965441046567369 -0.0056249008728425929 0.0089650941281792813 0.0072695641106147128 0.017107516081190485 0.0046051560125955097 0.01244486662520429 -0.0056142322298013319 -0.0047646943780940577 0.013351186029615703 0.02479752080853043 0.027999848275846752 leaf_weight=78242.215257845819 483.82361133396626 1602.5439342781901 1269.4459821432829 536.80988791584969 436.06649634242058 3444.2076274529099 76.677807494997978 19029.962309494615 622.9303691983223 1045.9624929428101 872.40246941149235 2923.3372499346733 359.47961460053921 536.40312066674232 351.9363210350275 2051.3105896562338 7065.2942253798246 313.99361388385296 145.25741097331047 382.65504140406847 310.82605504989624 193.90768246352673 96.515621870756149 311.37887108325958 398.13148419559002 1244.9666310027242 419.48490037024021 236.31287708878517 1568.0667626410723 3399.7924851030111 leaf_count=651723 2872 11423 5894 2925 2701 26648 465 78866 2801 7265 4332 12429 1777 2339 2274 16084 30037 1630 949 2646 1687 1134 546 1996 2333 9500 3048 1175 6583 15098 internal_value=0 -0.0106252 0.0240597 0.0134645 -0.000807944 -0.0112336 0.00342365 0.0249476 0.0217204 -0.00351206 0.0169836 0.0251465 0.00761907 0.0247431 0.00710817 -0.00865542 0.0259146 0.0195418 -0.00083221 -0.00213263 0.00494037 0.0128301 0.00923871 0.00827271 0.0106779 -0.00739211 -0.00157847 0.0175438 0.0265082 0.0269324 internal_weight=0 90249.3 39722.8 3071.24 5266.61 84982.7 2053.36 36651.5 2128.69 3213.25 1917.11 34522.9 1154.13 26631.7 1234.64 6740.48 7601.7 1186.4 1610.7 818.722 794.65 730.718 882.704 786.188 474.809 3296.28 1465.45 859.243 7891.2 6323.13 internal_count=911180 739601 171579 16357 35646 703955 12961 155222 9870 22685 10021 145352 6336 111242 7614 52232 32376 5962 11262 5347 4559 4059 5340 4794 2798 25584 10313 3976 34110 27527 is_linear=0 shrinkage=0.01 Tree=37 num_leaves=31 num_cat=0 split_feature=11 11 11 10 10 11 11 2 10 11 11 2 10 6 10 11 10 6 10 6 10 10 0 10 2 11 11 6 2 10 split_gain=324773 5369.79 3651.05 1306.32 628.187 488.734 362.357 361.99 272.398 236.474 221.915 178.195 170.405 162.844 109.758 102.849 97.6065 97.4092 84.1677 81.1505 76.3004 75.8307 73.82 69.0637 68.2255 63.7548 63.5584 62.5141 59.6936 58.2003 threshold=0.2688089013099671 0.0089773964136838514 0.8784809708595277 2.7350000000000008 2.6750000000000003 0.00048551171494175006 0.068259380757808671 0.051836094939543158 7.4250000000000007 0.98755538463592529 0.65440738201141369 0.034723896792862259 1.5450000000000002 6.5000000000000009 5.6250000000000009 0.036334333941340412 7.4250000000000007 1.5000000000000002 3.1750000000000003 1.5000000000000002 5.745000000000001 7.6450000000000005 1.0000000180025095e-35 5.8950000000000005 0.012270400481782552 0.51461192965507518 0.094556797295808764 46.500000000000007 0.90508365508365518 2.5450000000000004 decision_type=2 2 2 10 10 2 2 2 8 2 2 2 10 2 10 2 8 2 10 2 10 10 2 8 2 2 2 2 2 8 left_child=1 5 4 12 29 -1 14 21 -7 16 17 22 15 18 24 -3 -4 -9 -11 -13 -21 25 -8 -19 -5 -6 -14 -12 -15 -2 right_child=2 3 9 6 7 8 11 10 -10 13 27 19 26 28 -16 -17 -18 23 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011435724952052926 0.017178851894381585 0.0085069781129306406 0.020054466860775826 -0.0021647094419545206 0.011763166028379823 -0.0092404328220508387 0.011332575352106159 0.0089257465552329794 -0.0020602426784487211 0.024210732370187227 0.014236192530938196 0.0020991054457694144 0.0019052034555368373 0.026756863899884221 0.00028621901591503393 0.018229400417654251 0.024875284010146916 0.0013913156768369606 0.025595788395828024 -0.0040332166665654002 0.0057243904703126302 0.029031511434640278 0.0023383367710869698 0.011917788249774864 -0.0065969090351706916 0.018579479567331962 0.011509206825045176 0.006587159562725378 0.023768581934774043 0.023044266699030362 leaf_weight=77598.610340051353 252.50780953466892 167.10825976729393 1571.4094489961863 419.03110861033201 216.82818104326725 6121.8676313757896 187.00825449824333 427.30377304553986 578.27235279977322 23788.512318044901 534.77418881654739 530.15660434961319 197.40124996006489 4757.9152007997036 332.34962088614702 311.85632629692554 573.18199677765369 518.90523217618465 5379.6280699819326 714.86528539657593 90.256288945674896 48.928371518850327 178.21392828226089 70.836628183722496 2028.906195230782 373.73602713644505 105.86118058860302 133.52617397904396 777.74465982615948 512.59052582085133 leaf_count=651723 1144 921 7397 2784 1170 48211 1105 2437 4021 98318 2823 3402 1174 20710 2446 1522 2473 3207 23105 5003 612 252 1053 411 15062 1854 562 774 3219 2285 internal_value=0 -0.0106002 0.0236899 -0.000800518 0.0132488 -0.011212 -0.00288212 0.0106621 -0.00862073 0.0245655 0.00823148 0.000754084 0.0111234 0.0247646 -0.00510612 0.0148373 0.0213429 0.00529001 0.0244662 -0.000938898 -0.00293936 0.017068 0.00694374 0.0026557 -0.00583822 0.0160768 0.00525772 0.0127079 0.026337 0.0211085 internal_weight=0 89561.8 39938.3 5263.01 3089.94 84298.8 4480.79 2324.84 6700.14 36848.4 1685.35 1700.5 782.227 34703.8 2780.29 478.965 2144.59 1017.05 29168.1 1335.28 805.122 639.493 365.222 589.742 2447.94 590.564 303.262 668.3 5535.66 765.098 internal_count=911180 739601 171579 35646 16357 703955 31467 12928 52232 155222 9652 11175 4179 145352 20292 2443 9870 6055 121423 9017 5615 3276 2158 3618 17846 3024 1736 3597 23929 3429 is_linear=0 shrinkage=0.01 Tree=38 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 11 1 11 6 6 1 11 5 11 6 6 5 6 1 11 11 6 1 6 6 6 11 5 5 split_gain=317989 4943.73 4134.06 636.309 472.72 430.767 409.494 320.558 290.719 224.402 197.142 169.443 168.237 146.278 139.549 158.672 125.071 98.3731 95.1984 83.6758 67.6085 63.7671 63.7287 57.0402 53.9892 53.9551 53.1412 47.6231 44.8419 43.6502 threshold=0.18897357583045957 0.78322452306747448 0.0070173616986721008 -371.49999999999994 -122.49999999999999 0.97252115607261669 0.00042608799412840006 -364.49999999999994 0.036334333941340412 53.500000000000007 3.5000000000000004 -380.49999999999994 0.049213243648409809 1.5000000000000002 0.99894970655441295 3.5000000000000004 3.5000000000000004 1.5000000000000002 1.5000000000000002 -122.49999999999999 0.51461192965507518 0.51461192965507518 1.5000000000000002 -367.49999999999994 84.500000000000014 466.50000000000006 1.5000000000000002 0.0013712961226701001 2.5000000000000004 1.5000000000000002 decision_type=2 2 2 10 10 2 2 10 2 2 2 10 2 10 2 2 2 10 2 10 2 2 2 10 2 2 2 2 10 10 left_child=2 3 6 10 12 7 -1 16 29 13 20 14 26 21 -7 -16 -3 24 23 -8 28 -5 -15 -14 -10 -9 -4 -21 -2 -6 right_child=1 5 4 9 8 11 19 25 17 -11 -12 -13 18 22 15 -17 -18 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011422473133652689 0.0061561704351352133 0.017131080611137346 -0.004611553522206469 0.01544719623705003 -0.00075761900339542778 0.02094106654588887 -0.0099344394531405093 0.023019778350850232 0.0079676189538455695 0.0058158319935984106 -0.0010222143627071382 0.025597502722713671 -0.00063663166149625081 0.014216553713021413 0.023769013446824767 0.02579803308770337 0.0082241733894733368 -0.00023447698781441643 -0.0043775391236027363 -0.0089304417231628255 0.011202706214836242 0.020103436772248892 0.006255503583164213 0.0066464235376419694 -0.0001237276929997681 0.0011993227200039012 -0.0081346147234355633 -0.0065077994356279242 -0.0053548281435016878 -0.0050786570729084123 leaf_weight=76577.830778643489 377.18643587827682 611.9293699413538 751.56538934260607 668.28137721121311 900.4178776666522 1439.120809674263 3359.6437967717648 1273.8605777919292 703.91570362448692 266.03047624230385 383.64477404952049 8385.6026936173439 387.79581685364246 217.64319522678852 21029.518935441971 4719.0030798017979 212.36658978462219 244.1908961981535 616.48500453680754 1576.5209535211325 327.52801364660263 525.32410781085491 186.90404340624809 148.79759280383587 93.406931310892105 11.433675482869146 994.92743799835443 1671.9089047163725 37.177812054753304 315.76571495085955 leaf_count=648600 2069 2803 5194 3624 6354 6135 26408 5949 4334 1586 2457 35880 2400 1159 86486 19983 1145 1641 4335 12689 1644 2556 1070 933 636 59 7568 12921 240 2322 internal_value=0 0.0231124 -0.0106777 0.0107349 -0.0019898 0.0240944 -0.0112164 0.0197039 0.00144124 0.0143196 0.00479769 0.0243548 -0.00466132 0.0157352 0.0239715 0.0241409 0.0148364 0.00531891 -0.00169685 -0.00882794 0.00780726 0.0174965 0.0105385 0.00138296 0.00701971 0.0228257 -0.00661854 -0.00768355 0.00512337 -0.00187952 internal_weight=0 40672.6 88343.2 2989.72 5157.27 37682.8 83185.9 2109.59 2257.7 1864.18 1125.54 35573.2 2899.57 1598.15 27187.6 25748.5 824.296 1041.51 1153.08 6608.07 741.892 1193.61 404.547 536.593 797.323 1285.29 1746.49 3248.43 414.364 1216.18 internal_count=911180 174845 736335 16405 35717 158440 700618 9956 15287 9995 6410 148484 20430 8409 112604 106469 3948 6611 7668 52018 3953 6180 2229 3333 4970 6008 12762 25610 2309 8676 is_linear=0 shrinkage=0.01 Tree=39 num_leaves=31 num_cat=0 split_feature=10 10 6 10 10 10 3 6 10 10 10 2 6 2 2 10 0 6 10 2 10 0 10 4 0 6 6 10 10 10 split_gain=159079 5971.14 5576.42 4042.46 4190.54 3867.33 3297.35 1790.2 1640.19 1242.15 986.046 968.145 931.877 797.289 706.931 615.073 590.269 537.755 564.777 533.88 531.223 669.909 718.359 470.449 455.327 388.891 343.196 545.029 856.478 389.105 threshold=3.1750000000000003 2.5750000000000006 4.5000000000000009 6.0550000000000006 8.4800000000000022 3.8350000000000004 1.0000000180025095e-35 16.500000000000004 5.4150000000000009 7.0450000000000008 3.5950000000000002 0.34387500000000004 1.5000000000000002 1.0000000180025095e-35 0.62532051282051293 2.5450000000000004 1.0000000180025095e-35 1.0000000180025095e-35 8.8300000000000018 0.27293771043771048 4.5750000000000011 1.0000000180025095e-35 4.4750000000000005 28.500000000000004 1.0000000180025095e-35 28.500000000000004 20.500000000000004 6.9850000000000012 7.035000000000001 4.995000000000001 decision_type=10 10 2 10 10 10 2 2 10 10 10 2 2 2 2 8 2 2 10 2 10 2 10 10 2 2 2 10 10 10 left_child=1 7 3 5 9 24 8 15 -4 14 -8 -11 -3 16 -5 -1 -7 18 -6 -9 21 -15 -23 -14 -2 26 -12 29 -29 -28 right_child=2 12 6 4 17 13 10 19 -10 11 25 -13 23 20 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.018402907347270674 0.00066496146638589685 0.013275932917582299 -0.0039659899540673386 0.00020657088765628774 0.023162532905230897 0.0011151791674382811 -0.0023955496163809561 0.0047242733240921422 0.016827855835940427 0.020739143852402799 -0.0092075254565081085 0.00022705528067211924 0.012470932508805568 -0.0067415655377311137 0.013971859424433025 0.021792125993850272 -0.005612348860798087 -0.01125128442914366 -0.0058026008538560993 0.014835171625187923 -0.0083338218591954769 -0.0034394343438263514 0.013846725652810841 0.0045106552081059818 0.0072790832989032385 -0.010331535993108413 -0.0026946507207265152 0.028073278031427354 -0.0027470111788166578 -0.010151383780632432 leaf_weight=7744.0607429146767 2338.1543803364038 4971.1275813728571 838.41866094619036 1094.3471788242459 98.227579653263092 1923.4360866323113 1916.5430687069893 716.98664771765471 692.77962227910757 1338.8261174559593 14442.087104089558 277.85712856054306 1019.4865988194942 3000.3522060140967 566.06719567626715 17353.894647113979 4050.8758805468678 1350.4716228693724 213.92127315700054 1922.5964382961392 17457.206712625921 701.71375367045403 365.68997177481651 2731.9429128170013 1875.8697555586696 33877.692211769521 1088.9432820752263 110.6353407278657 487.3402237072587 1958.1990700736642 leaf_count=35425 16004 25825 5973 7653 438 12785 14153 4496 3245 5834 121870 1942 5652 23527 2937 74047 29175 11552 1697 10158 140667 4965 1912 17393 10965 291379 8417 498 3837 16759 internal_value=0 0.0176531 -0.00702681 -0.00400074 0.00441394 -0.00531142 -0.00902842 0.0199225 0.00544204 0.0109744 -0.00943964 0.0172138 0.0104365 -0.00667844 0.00489942 0.0207464 -0.00344641 -0.00851706 0.0033122 0.0120888 -0.00757549 -0.00432105 0.00248276 0.00667394 0.00360923 -0.00969943 -0.00851549 -0.00577364 0.00295525 -0.00748661 internal_weight=0 36460.1 92065.7 36653 4939.72 31713.3 55412.6 27737.5 1531.2 3277.1 53881.4 1616.68 8722.56 27499.3 1660.41 25098 5974.31 1662.62 312.149 2639.58 21525 4067.76 1067.4 3751.43 4214.02 51964.9 18087.2 3645.12 597.976 3047.14 internal_count=911180 172996 738184 272053 32053 240000 466131 124126 9218 18366 456913 7776 48870 213031 10590 109472 41960 13687 2135 14654 171071 30404 6877 23045 26969 442760 151381 29511 4335 25176 is_linear=0 shrinkage=0.01 Tree=40 num_leaves=31 num_cat=0 split_feature=10 46 10 6 10 10 10 2 28 46 10 10 6 10 2 5 2 10 46 2 10 10 46 6 5 10 2 2 2 2 split_gain=155703 12626.1 7038.35 5541.47 3976.48 4105.54 3812.08 2950.3 2041.98 1640.19 1601.45 1211.93 1016.8 978.37 942.748 798.439 791.63 724.597 717.755 688.189 628.513 527.574 505.568 463.207 695.964 874.797 431.324 391.308 363.186 311.115 threshold=3.1750000000000003 1.0000000180025095e-35 3.1750000000000003 4.5000000000000009 6.0550000000000006 8.4800000000000022 3.8350000000000004 0.98936170212765973 1.0000000180025095e-35 1.0000000180025095e-35 5.4150000000000009 7.0450000000000008 30.500000000000004 3.5950000000000002 0.34387500000000004 1.5000000000000002 1.0000000180025095e-35 2.3350000000000004 1.0000000180025095e-35 0.62532051282051293 2.6750000000000003 4.5750000000000011 1.0000000180025095e-35 28.500000000000004 5.5000000000000009 7.4250000000000007 0.045804195804195758 0.012270400481782552 0.1676706827309237 0.50144508670520238 decision_type=10 2 8 2 10 10 10 2 2 2 10 10 2 10 2 10 2 10 2 2 10 10 2 2 10 10 2 2 2 2 left_child=1 8 20 4 6 11 9 13 17 -2 -9 19 -4 18 -13 -7 -8 -1 -5 -6 -3 22 29 24 -15 -26 -10 -11 -17 -18 right_child=3 2 12 7 5 15 16 10 26 27 -12 14 -14 23 -16 28 21 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.022327215450813159 0.0097930423719540284 0.0031821170331780904 0.017770431523614655 0.0042258299384489127 0.00020448027707252881 -0.011270907018423216 -0.0034195592336742652 -0.005393550203615937 0.01612665563547638 0.0046177038606617701 0.018294274871397662 0.020458761854657965 0.0015389162090089163 -0.0085535339289918109 0.00022475513113058424 0.02426893718237683 0.002589731799032042 0.018659397895500054 -0.0079936617976791545 0.013763752623885118 -0.0040376171828361892 -0.0082985686752208333 -0.0074702923441113313 -0.010289406364070228 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598.635 482.913 468.964 424.013 421.152 415.787 412.908 407.302 396.766 529.016 395.049 threshold=-1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 0.98936170212765973 0.091372912801484213 0.77442071785552036 1.0000000180025095e-35 0.087337909992372217 0.49844720496894418 0.50144508670520238 0.74891304347826104 0.98936170212765973 1.5000000000000002 1.0000000180025095e-35 0.23845060412224586 1.0000000180025095e-35 1.0000000180025095e-35 0.019324122479462254 1.0000000180025095e-35 1.5000000000000002 -14.499999999999998 1.0000000180025095e-35 -32.499999999999993 1.0000000180025095e-35 -140.49999999999997 -65.499999999999986 1.0000000180025095e-35 0.66751700680272119 0.66522988505747138 29.500000000000004 decision_type=8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 10 2 10 10 2 2 2 2 left_child=2 8 4 17 7 6 -6 12 13 -10 21 15 16 -2 -15 -3 18 24 -1 -12 22 27 -8 -19 -4 -9 -16 28 -11 -5 right_child=1 11 3 29 5 -7 20 25 9 10 19 -13 -14 14 26 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 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5503.31 4456.16 3934.71 4128.64 47621.8 2674.69 859.878 5707.64 2825.75 2521.11 1138.79 internal_count=911180 262831 648349 438255 210094 151933 134614 58161 162066 82838 47523 100765 54472 79228 40786 96168 45000 432026 14797 25242 30065 22281 27333 410932 21094 3689 31571 15246 13225 6229 is_linear=0 shrinkage=0.01 Tree=42 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 1 10 3 1 1 10 6 10 1 1 1 10 10 10 1 1 1 10 3 1 3 6 5 10 1 split_gain=150979 15630.2 5409.52 5244.01 3903.91 4313.04 3724.98 3188.56 2050.8 1965.01 1553.19 1107.09 980.411 1221.84 967.434 909.394 645.597 625.237 582.095 694.522 510.753 502.671 478.677 459.704 875.561 550.341 391.585 700.146 858.308 341.135 threshold=3.1750000000000003 -32.499999999999993 4.5000000000000009 3.1750000000000003 6.0550000000000006 -71.499999999999986 3.8350000000000004 1.0000000180025095e-35 -45.499999999999993 -361.49999999999994 5.4150000000000009 30.500000000000004 3.5950000000000002 -1.0000000180025095e-35 -30.499999999999996 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6 10 6 5 10 1 11 10 10 10 1 1 5 10 5 split_gain=297510 4317.91 4104.01 1045.23 679.297 1443.49 596.89 407.746 344.089 329.09 327.049 362.613 774.388 243.363 206.854 199.678 192.238 163.497 138.377 131.729 126.181 108.651 167.057 108.567 96.4481 90.693 132.619 87.9298 86.3822 86.2975 threshold=0.18897357583045957 0.78322452306747448 0.0070173616986721008 7.6900000000000004 -371.49999999999994 3.0250000000000004 -380.49999999999994 0.00048551171494175006 3.1750000000000003 0.068259380757808671 0.97252115607261669 -364.49999999999994 3.9950000000000006 -380.49999999999994 8.6950000000000021 65.500000000000014 6.1150000000000011 6.5000000000000009 1.5000000000000002 2.1250000000000004 -285.49999999999994 0.99977076053619396 3.7650000000000001 3.9350000000000005 5.5150000000000006 -63.499999999999993 -62.499999999999993 1.5000000000000002 3.1750000000000003 1.5000000000000002 decision_type=2 2 2 8 10 10 10 2 10 2 2 10 10 10 8 2 8 2 10 10 10 2 10 10 10 8 8 10 10 10 left_child=2 4 7 6 5 19 8 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5114.74 2999.73 1134.58 4621.7 80915.5 1726.61 2895.09 38137.1 2126.99 834.962 36010.1 6123.6 1865.15 8478.34 27531.7 1632.62 478.83 493.041 3941.81 362.993 655.749 87.2814 492.455 137.779 816.05 3578.82 2079.04 internal_count=911180 174845 736335 35717 16405 6410 33009 700618 12340 20669 158440 9956 3948 148484 48895 9995 35880 112604 8579 2122 2708 16614 1594 4288 433 3365 856 5197 15020 15472 is_linear=0 shrinkage=0.01 Tree=44 num_leaves=31 num_cat=0 split_feature=1 6 6 2 2 5 2 2 2 5 6 2 2 2 2 5 2 5 6 6 6 1 1 1 5 2 2 1 2 2 split_gain=67569.8 16907.1 11360 3667.03 3468.36 2566.55 2132.56 1887.3 1614.87 1672.41 970.312 916.61 879.675 1046.05 817.355 752.389 625.663 549.529 507.53 480.463 471.602 422.486 563.531 409.462 393.471 387.529 490.468 386.561 380.444 426.84 threshold=-1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 0.98936170212765973 0.091372912801484213 1.5000000000000002 0.77442071785552036 0.087337909992372217 0.49844720496894418 2.5000000000000004 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num_leaves=31 num_cat=0 split_feature=10 46 10 6 10 10 10 3 28 10 46 10 10 0 5 5 46 10 10 10 6 0 3 0 3 10 10 6 5 10 split_gain=143726 10993.7 6447.35 5239.57 3770.11 3794.9 3596.18 3072.46 1793.96 1465.31 1453.2 1097.19 969.058 940.376 804.023 764.605 676.979 672.851 595.961 567.499 546.952 521.557 443.444 679.292 536.332 435.266 410.05 392.999 687.65 818.19 threshold=3.1750000000000003 1.0000000180025095e-35 3.1750000000000003 4.5000000000000009 6.0550000000000006 8.4800000000000022 3.8350000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5.4150000000000009 1.0000000180025095e-35 7.0450000000000008 3.5950000000000002 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 2.3350000000000004 2.6750000000000003 4.5750000000000011 36.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.99938118811881205 4.4750000000000005 4.495000000000001 28.500000000000004 5.5000000000000009 7.4250000000000007 decision_type=10 2 8 2 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internal_count=911180 172996 56733 738184 694587 679717 115234 14870 43597 4764 564483 69846 43677 110470 116263 38817 494637 4860 33770 73836 25578 76209 22963 26169 37678 18736 2954 16691 12099 964 is_linear=0 shrinkage=0.01 Tree=47 num_leaves=31 num_cat=0 split_feature=11 11 11 10 46 10 46 11 46 11 10 10 11 10 11 10 10 5 10 11 38 11 11 3 5 10 5 10 5 10 split_gain=282527 4080.23 3906.62 973.06 584.651 973.403 482.49 407.827 295.988 496.961 416.588 288.517 287.247 208.307 215.583 199.064 170.524 163.435 130.074 106.47 105.573 104.1 88.9516 81.2022 80.645 79.9496 79.4146 76.6503 80.6094 62.8235 threshold=0.18897357583045957 0.0070173616986721008 0.78322452306747448 7.6900000000000004 1.0000000180025095e-35 2.9750000000000005 1.0000000180025095e-35 0.00042608799412840006 1.0000000180025095e-35 0.98755538463592529 3.3250000000000006 2.9150000000000005 0.068259380757808671 3.0550000000000002 0.99977076053619396 8.6950000000000021 6.1150000000000011 1.5000000000000002 1.3750000000000002 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911.324 818.811 754.303 621.384 513.928 410.979 402.323 381.756 537.33 378.61 752.112 354.784 341.406 448.276 340.199 342.176 338.62 389.839 317.493 threshold=-1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 0.98936170212765973 0.091372912801484213 0.77442071785552036 0.087337909992372217 0.49844720496894418 0.50144508670520238 0.74891304347826104 0.98936170212765973 1.5000000000000002 1.0000000180025095e-35 0.23845060412224586 0.019324122479462254 1.5000000000000002 1.0000000180025095e-35 -140.49999999999997 -31.499999999999996 -37.499999999999993 0.21089696071163824 0.20701970443349751 -65.499999999999986 0.66751700680272119 0.66522988505747138 -90.499999999999986 -87.499999999999986 29.500000000000004 30.500000000000004 -30.499999999999996 decision_type=8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 10 10 2 2 10 2 2 10 10 2 2 10 left_child=2 7 4 14 6 -6 11 12 -9 16 20 18 -2 -14 17 -11 23 -4 19 -1 21 -3 -8 24 -10 -7 -27 -5 -29 -20 right_child=1 10 3 27 5 25 22 8 9 15 -12 -13 13 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5558.17 3948.73 2600.1 7128.2 6223.76 13418.6 2232.77 861.844 2842.39 2541.45 2819.09 2071.42 1145.46 592.478 904.434 internal_count=911180 262831 648349 438255 210094 151933 58161 162066 82838 47523 100765 54472 79228 40786 432026 25242 22281 21094 45000 40080 96168 15062 3689 15246 13225 17319 11995 6229 2780 4920 is_linear=0 shrinkage=0.01 Tree=49 num_leaves=31 num_cat=0 split_feature=1 6 6 2 2 5 0 2 2 2 5 6 5 2 6 2 5 0 2 5 2 1 1 6 6 0 1 6 5 2 split_gain=61699.5 15043.2 10878.9 3432.1 3192.8 2416.88 2023.27 2249.46 1690.99 1463.02 1522.91 892.895 831.393 799.427 941.799 705.378 680.833 658.548 619.084 582.87 537.599 479.35 549.438 474.327 449.846 422.071 398.069 396.722 371.982 386.518 threshold=-1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 0.98936170212765973 0.091372912801484213 1.5000000000000002 1.0000000180025095e-35 0.77442071785552036 0.087337909992372217 0.49844720496894418 2.5000000000000004 1.5000000000000002 1.5000000000000002 0.50144508670520238 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0 0 2 2 1 1 0 0 6 1 6 46 0 6 1 3 2 split_gain=60517.7 14682 10773.2 3385.34 3131.37 1990.69 2218.46 1919.02 1656.64 1101.37 971.742 889.415 874.806 752.043 642.085 616.861 523.824 471.348 535.552 439.079 420.481 394.707 393.848 355.213 355.032 354.232 352.647 348.203 341.782 424.191 threshold=-1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 0.98936170212765973 0.091372912801484213 1.0000000180025095e-35 0.22271825396825398 0.51234756097560985 0.087337909992372217 0.49341991341991348 0.25108695652173912 0.98936170212765973 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.019324122479462254 1.0000000180025095e-35 -14.499999999999998 -32.499999999999993 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -144.49999999999997 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 -65.499999999999986 0.33248299319727892 0.66522988505747138 decision_type=8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 10 2 2 2 10 2 2 2 2 10 2 2 left_child=2 7 4 15 8 6 -6 9 12 10 23 13 14 -3 16 22 -1 18 24 -9 -17 28 -4 -2 -7 -13 -27 -10 -12 -30 right_child=1 11 3 -5 5 17 -8 19 27 -11 21 25 -14 -15 -16 20 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=0.0098429449832723986 0.014355572404032018 -0.00085158740580478832 -0.0083768773272524296 0.0086211066092206252 0.0051948966856311743 -0.0065012706433798641 -0.0063694016649898369 0.0073189944964581156 -0.0094269285611097396 0.01698870800967443 0.0001557381853871662 0.016451684122879711 -0.0052698160594446394 0.0084676946588305973 0.0019113247959367339 -0.0092384209301648486 -0.0041817863490220273 -0.0094172719751538497 0.011686906277500615 0.012478953748246193 -0.0045474249662881749 0.0031441883686738415 -0.00052029340844243473 0.0068848285766089281 0.0028337869537186683 0.020623727176474045 -0.0009305778529480345 0.018902227917289141 0.0078428480198941865 0.016080806064151996 leaf_weight=2236.4484462887049 11106.648107253015 12482.017194382846 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0.0101381 0.00380782 0.0173967 0.010171 0.011365 internal_weight=0 47201.6 77334.2 48575 28759.1 19596.1 14293.7 32902.8 9163.1 24042.1 15749.8 14298.8 8300.88 13412.5 7152.8 47426.7 2538.76 5302.32 4982.69 8860.74 44841.6 3968.06 2585.12 11781.8 4347.51 886.318 442.576 862.213 2858.32 2553.87 internal_count=911180 262831 648349 438255 210094 151933 116065 162066 58161 113007 77258 100765 54472 96168 45000 432026 14797 35868 33067 49059 410932 22273 21094 54985 29636 4597 2590 3689 15244 13212 is_linear=0 shrinkage=0.01 Tree=51 num_leaves=31 num_cat=0 split_feature=11 11 11 46 46 11 46 11 11 6 6 6 5 5 11 46 6 6 2 2 11 2 11 5 11 11 28 2 11 11 split_gain=271048 4047.22 3662.44 612.45 448.486 407.862 371.196 480.275 324.572 257.571 173.045 167.468 134.227 125.857 117.537 86.3246 81.57 77.9832 71.9459 93.0007 107.221 104.179 65.8819 65.6902 60.0751 56.7921 52.9583 52.5563 50.3939 49.5609 threshold=0.18897357583045957 0.0070173616986721008 0.78322452306747448 1.0000000180025095e-35 1.0000000180025095e-35 0.00048551171494175006 1.0000000180025095e-35 0.98755538463592529 0.036334333941340412 4.5000000000000009 3.5000000000000004 101.50000000000001 1.5000000000000002 1.5000000000000002 0.036334333941340412 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 0.89596861471861489 0.091372912801484213 0.94052824378013633 0.087337909992372217 0.51461192965507518 1.5000000000000002 0.3781151175498963 0.99977076053619396 1.0000000180025095e-35 0.12560679611650488 0.51461192965507518 0.0013712961226701001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 10 10 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 left_child=1 5 3 10 14 -1 7 16 23 -9 22 13 27 24 -3 -7 -4 -16 19 21 -21 -8 26 -6 -5 -11 -2 -10 -12 -17 right_child=2 4 6 11 8 15 18 9 12 25 28 -13 -14 -15 17 29 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011271640479788902 0.0044720810502087002 -0.0074253951556772502 0.016719621595384652 0.013886036611279353 -0.00076173056355036725 -0.010129252612973341 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7637 38902 32678 18007 14671 4639 11364 5612 19477 2736 5590 2978 31656 is_linear=0 shrinkage=0.01 Tree=52 num_leaves=31 num_cat=0 split_feature=1 6 6 3 5 3 3 0 3 3 3 5 3 4 1 5 4 0 3 6 4 5 6 5 0 1 1 5 0 1 split_gain=58345.6 14034.1 10559.2 2827.23 2332.18 2124.8 3052.27 2220.78 1841.57 1268.65 1056.93 993.665 927.786 909.508 673.776 650.982 576.216 487.727 464.195 455.344 451.175 444.153 437.69 399.305 388.674 372.46 502.867 358.509 358.287 356.68 threshold=-1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 0.90501253132832093 0.22271825396825398 1.0000000180025095e-35 0.51234756097560985 0.90943267259056748 0.49341991341991348 5.5000000000000009 0.25108695652173912 20.500000000000004 -90.499999999999986 3.5000000000000004 24.500000000000004 1.0000000180025095e-35 0.99261982570806107 353.50000000000006 24.500000000000004 2.5000000000000004 8.5000000000000018 2.5000000000000004 1.0000000180025095e-35 -31.499999999999996 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374.828 internal_count=911180 736335 174845 35717 16405 6376 33009 158440 116419 5205 700618 20669 12340 111214 52018 42021 10029 8956 2117 16284 4259 2708 15472 48008 4010 1034 5197 3695 18831 1591 is_linear=0 shrinkage=0.01 Tree=54 num_leaves=31 num_cat=0 split_feature=11 11 11 10 10 11 11 11 6 11 10 10 10 6 10 2 11 10 10 2 10 11 10 2 10 5 5 2 10 10 split_gain=259138 4018.17 3492.43 918.826 502.58 411.591 263.623 239.751 290.552 232.932 199.753 159.733 144.697 135.814 124.046 96.2548 95.1434 88.6117 72.6901 76.9844 71.7254 73.8513 70.9346 67.2974 62.0582 61.6998 61.3333 55.122 53.918 50.4433 threshold=0.18897357583045957 0.0070173616986721008 0.78322452306747448 7.6900000000000004 7.6900000000000004 0.00042608799412840006 0.068259380757808671 0.97252115607261669 5.5000000000000009 0.51461192965507518 7.0450000000000008 3.2050000000000005 3.2650000000000001 3.5000000000000004 2.9150000000000005 0.90508365508365518 0.049213243648409809 7.0550000000000006 4.0850000000000009 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830.134 868.543 625.295 622.922 590.932 536.533 678.127 514.729 441.151 431.032 420.916 407.135 347.27 333.106 392.473 323.21 290.848 723.383 269.407 threshold=-1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 1.5000000000000002 -65.499999999999986 -60.499999999999993 26.500000000000004 2.5000000000000004 5.5000000000000009 30.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 6.5000000000000009 3.5000000000000004 24.500000000000004 2.5000000000000004 1.5000000000000002 34.500000000000007 353.50000000000006 8.5000000000000018 -143.49999999999997 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 -142.49999999999997 -32.499999999999993 -30.499999999999996 3.5000000000000004 decision_type=8 2 2 10 10 10 8 10 10 2 2 2 2 10 10 2 8 10 10 2 2 2 10 2 2 8 10 10 10 10 left_child=2 7 4 20 16 -6 -7 11 19 14 -8 12 -2 15 -10 -9 -1 24 23 22 -3 -5 -4 -13 -18 -26 -24 -12 -29 -17 right_child=1 3 8 21 5 6 10 13 9 -11 27 18 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1989.910118766129 7328.6672042533755 4460.6149052530527 359.05928168445826 138.46536940336227 273.58212964981794 6669.3264927640557 2157.1353987008333 803.91934321820736 25244.236260689795 604.18613189458847 3589.4310796260834 86.049913950264454 5834.1149047538638 2762.7703118547797 1148.7909196764231 11760.204018682241 759.42765543609858 515.57403042167425 36.159302555024624 leaf_count=31965 61729 60808 75812 4407 16576 15498 28678 8847 2822 10765 13033 34040 24837 1578 1136 1196 52428 18298 4395 241865 4890 30660 506 25158 19363 7061 105349 3584 3610 286 internal_value=0 0.00847388 -0.00534102 0.000403513 -0.00058887 0.00218802 -9.22461e-05 0.0119376 -0.00820755 -0.00112322 0.00170304 0.0123888 0.0109016 0.00497096 0.0127731 0.00235872 -0.00256862 -0.00158517 0.014194 -0.00849781 0.00299567 -0.0056555 -0.00738287 0.0146685 -0.000543373 0.00177347 -0.00620517 0.00549826 0.00922697 0.0148014 internal_weight=0 47054.4 75276.8 14130.7 28322.9 11788.2 8871.19 32923.7 46953.9 1848.09 6999.98 30921.4 16954.7 2002.29 769.124 1643.23 16534.7 12738 13966.7 45105.8 9896.71 4234 19861.5 13162.8 10580.9 3911.56 11846.3 3264.91 1275 309.741 internal_count=911180 262831 648349 100765 210094 80979 64403 162066 438255 14723 48905 150159 86566 11907 3958 10329 129115 97150 63593 423532 65698 35067 181667 59198 78852 26424 105855 20227 7194 1482 is_linear=0 shrinkage=0.01 Tree=56 num_leaves=31 num_cat=0 split_feature=11 11 11 10 10 11 11 11 10 11 10 10 3 10 10 3 11 11 10 10 10 10 3 10 10 10 11 10 4 3 split_gain=252671 4000.82 3388.38 896.535 485.561 413.091 259.265 234.038 237.48 225.759 196.839 140.356 130.924 121.653 120.585 98.603 91.6567 87.8653 111.738 86.4014 70.8915 69.3567 65.3193 62.0866 54.737 51.654 71.0778 46.5901 44.2528 44.1599 threshold=0.18897357583045957 0.0070173616986721008 0.78322452306747448 7.6900000000000004 7.6900000000000004 0.00048551171494175006 0.068259380757808671 0.97252115607261669 3.0550000000000002 0.51461192965507518 7.4250000000000007 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1612 2142 45107 1594 80174 5196 2098 3788 6210 29975 19798 223 4810 1096 14622 6741 2224 2184 664 582 1037 1482 4178 6116 771 1010 2707 internal_value=0 -0.0104149 0.0198995 -0.00178247 0.00975897 -0.0109926 -0.00319354 0.0206983 0.0208883 0.00802569 -0.00843822 0.000500435 0.0204214 -0.00474418 0.00552839 0.00413498 0.0108436 0.0222786 0.0226542 0.017521 -0.00544188 0.0115446 0.00273346 -0.00120342 0.0206218 0.0233402 0.0244677 0.00182224 0.0099499 0.00936757 internal_weight=0 80238.2 41828.7 5032.11 3054.51 75206.1 4526.26 38774.2 36586.7 2569 5839.65 1338.25 27390 3188.01 1502.63 1209.9 505.85 9196.66 8013.83 2187.5 2827.34 1066.37 974.92 1048.12 2022.46 5991.37 2421.24 867.421 234.977 616.859 internal_count=911180 736335 174845 35717 16405 700618 33009 158440 148484 14263 48895 8841 110149 24168 8794 7396 2708 38335 33139 9956 21982 5469 6163 7247 8223 24916 10294 5581 1233 3371 is_linear=0 shrinkage=0.01 Tree=57 num_leaves=31 num_cat=0 split_feature=6 46 3 46 28 18 2 0 2 3 28 2 4 18 5 3 6 3 5 0 5 6 2 3 3 6 6 5 0 2 split_gain=40645.1 18514.3 4628.38 4335.91 3227.81 2597.72 2027.46 2196.23 2015.24 1924.66 1760.71 1601.17 1801.13 1446.95 1173.87 1033.3 1027.21 924.467 789.542 551.852 474.017 470.189 396.216 393.692 392.982 383.535 372.715 353.067 351.983 348.268 threshold=3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.091372912801484213 1.0000000180025095e-35 0.98936170212765973 0.51234756097560985 1.0000000180025095e-35 0.087337909992372217 27.500000000000004 1.0000000180025095e-35 1.5000000000000002 0.49341991341991348 8.5000000000000018 0.33477011494252878 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 1.0000000180025095e-35 0.99938118811881205 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 0.35498944829665363 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 8 2 10 2 2 2 10 2 8 2 2 2 2 2 2 10 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23132 17455 24711 22448 3895 3371 2973 7732 27701 4899 11788 5677 is_linear=0 shrinkage=0.01 Tree=59 num_leaves=31 num_cat=0 split_feature=11 11 11 10 10 11 11 11 6 11 10 10 10 6 11 10 2 2 10 10 2 10 10 10 10 11 2 10 10 2 split_gain=242034 3976.4 3248.38 887.48 457.869 347.301 296.779 235.658 282 212.156 182.469 162.35 130.861 118.782 109.639 106.233 91.2587 88.3358 84.4126 64.4474 71.0405 59.0299 67.7403 57.7004 55.8242 66.1994 51.713 63.9628 48.1759 49.9024 threshold=0.18897357583045957 0.0043998162727802515 0.78322452306747448 9.0500000000000025 7.6900000000000004 0.036334333941340412 0.00025326936156485003 0.97252115607261669 5.5000000000000009 0.51461192965507518 3.2650000000000001 7.4250000000000007 3.2050000000000005 3.5000000000000004 0.036334333941340412 5.6250000000000009 0.90508365508365518 0.012270400481782552 7.0550000000000006 4.0850000000000009 0.034723896792862259 3.1150000000000007 5.6250000000000009 3.8050000000000002 7.0450000000000008 0.99977076053619396 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78.1516 threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 29.500000000000004 2.5000000000000004 5.5000000000000009 6.5000000000000009 8.5000000000000018 3.5000000000000004 27.500000000000004 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 1.0000000180025095e-35 23.500000000000004 42.000000000000007 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 4.5000000000000009 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 20.500000000000004 decision_type=2 2 10 8 10 10 10 8 10 8 10 2 10 10 2 10 8 2 10 2 2 10 10 2 10 2 2 2 10 10 left_child=1 2 3 13 9 -6 -7 8 15 10 -2 12 14 22 17 -4 -11 25 -9 20 23 -10 -1 27 -8 26 -5 29 -12 -15 right_child=4 -3 7 11 5 6 24 18 21 16 28 -13 -14 19 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0049250017935780627 -0.0067488222249365779 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173.78408484905958 55.65475619584322 88.421715550124645 243.36316011101007 382.79392354935408 916.41009199619293 70.564029105007648 836.13906567543745 39.606215663254261 39.74607253074646 133.30188402533531 1236.8568764701486 13993.82928044349 leaf_count=2407 98492 43517 1162 119171 104216 4555 2157 1906 19369 306949 21725 956 29951 22849 1318 10191 188 1482 471 850 2071 2850 4674 635 8749 355 345 1069 11049 85501 internal_value=0 0.00539114 0.00655708 0.00746952 -0.00485266 -0.00771846 -2.81274e-05 -0.00278223 -0.00434022 -0.00413829 -0.00576024 0.00895574 0.00902606 0.00531368 0.00958742 0.000501282 -0.00348254 0.0096905 0.0115218 0.00494396 0.00502239 -0.00733223 0.0104817 0.00513608 -0.00914812 0.00979371 0.00982429 0.00519574 -0.00303131 0.00526658 internal_weight=0 56558.4 51888.5 47270.2 63516.9 12673.9 1966.33 4618.24 4164.63 50843 14637.8 27980.6 27880.5 19289.6 22837.5 1590.68 36205.3 22674.8 453.613 18001.8 17913.3 2573.95 1287.86 17670 1111.17 22501 22461.4 17599.4 3892.56 17466.1 internal_count=911180 353100 309583 273634 558080 119677 15461 35949 33572 438403 131266 153578 152622 120056 122671 11353 307137 121353 2377 112975 112125 22219 7081 110054 10906 119871 119516 109419 32774 108350 is_linear=0 shrinkage=0.01 Tree=61 num_leaves=31 num_cat=0 split_feature=10 46 10 6 10 10 10 28 46 10 6 6 10 10 46 6 46 10 10 10 10 10 10 6 10 10 10 10 10 46 split_gain=114746 7364.33 5007.89 4409.45 3295.61 3085.37 3031.1 1252.14 1001.34 970.05 878.925 1544.16 837.57 828.631 643.425 633.615 611.465 558.034 516.288 491.07 312.566 382.31 898.366 304.615 300.308 435.243 286.708 334.858 348.321 231.847 threshold=3.1750000000000003 1.0000000180025095e-35 3.1750000000000003 4.5000000000000009 6.0550000000000006 8.4800000000000022 3.8350000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.5950000000000002 30.500000000000004 29.500000000000004 8.0200000000000014 7.0450000000000008 1.0000000180025095e-35 36.500000000000007 1.0000000180025095e-35 2.3350000000000004 2.6750000000000003 4.5750000000000011 6.1150000000000011 7.035000000000001 6.9850000000000012 1.0000000180025095e-35 5.3350000000000009 5.3450000000000006 6.1250000000000009 6.2550000000000008 6.6150000000000011 1.0000000180025095e-35 decision_type=10 2 8 2 10 10 10 2 2 10 2 2 10 10 2 2 2 10 10 10 10 10 10 2 10 10 10 10 10 2 left_child=1 7 18 4 6 13 8 17 -2 14 11 20 -13 26 -5 -4 -7 -1 -3 29 -11 22 -22 -9 -21 -26 -6 -28 -29 -8 right_child=3 2 15 9 5 16 19 23 -10 10 -12 12 -14 -15 -16 -17 -18 -19 -20 24 21 -23 -24 -25 25 -27 27 28 -30 -31 leaf_value=0.018434534360417681 0.0075353252761562383 0.0032609733128303774 0.015209906640752684 0.004403457145771613 0.011093471929263434 0.019839151322081187 -0.0011301416277774683 0.011973956614283219 -0.0022736553563749129 -0.0083596248101142651 -0.0098665493413258084 -0.0070892120440703933 0.015227396039627757 0.014437920082836611 -0.0072413422711978519 0.0013083875221324775 -0.0095818155214350692 0.01525780325452134 -0.0034442804306884377 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41282 2131 3254 2861 21444 internal_value=0 0.0146269 0.00698865 -0.00655774 -0.00382814 0.00392893 -0.00505823 0.0172354 0.00284761 -0.00850534 -0.00879134 -0.00703367 0.00720319 0.00935778 -0.0014985 0.0141785 -0.00809327 0.0175246 -0.000413848 -0.00634434 -0.00764813 -0.00505195 0.000661792 0.00152312 -0.0070046 -0.00492993 0.00434928 0.00175695 0.0045692 -0.00344355 internal_weight=0 36961.7 9409.29 82943.9 34538.1 4727.32 29810.8 27552.4 4171.04 48405.8 46507.5 17651.7 730.321 3256.7 1898.34 4773.2 1470.62 27054.3 4636.09 25639.8 16921.4 3639.86 885.996 498.03 20885.9 5229.93 1639.91 1184.58 925.617 4753.9 internal_count=911180 172996 56733 738184 272053 32053 240000 116263 26969 466131 451213 163868 4481 18366 14918 22963 13687 112747 33770 213031 159387 33472 7173 3516 176454 43231 10590 8246 6115 36577 is_linear=0 shrinkage=0.01 Tree=62 num_leaves=31 num_cat=0 split_feature=11 11 11 10 1 10 1 1 11 10 11 11 10 10 10 3 5 5 11 10 10 11 11 10 10 11 10 1 1 1 split_gain=234314 3963.95 3093.69 850.021 800.322 1138.47 701.366 473.287 602.804 828.524 401.239 298.121 297.895 165.763 159.589 154.165 141.481 134.455 124.13 111.254 91.9079 86.2143 85.4791 150.728 88.7181 83.6452 74.9945 67.6582 65.5659 64.6571 threshold=0.18897357583045957 0.0043998162727802515 0.78322452306747448 7.6450000000000005 -380.49999999999994 3.0250000000000004 -390.49999999999994 -1.0000000180025095e-35 0.98755538463592529 3.9350000000000005 0.026551560498774003 0.00025326936156485003 3.1750000000000003 6.1150000000000011 7.4250000000000007 0.50155279503105599 1.5000000000000002 1.5000000000000002 0.049213243648409809 2.1250000000000004 3.9350000000000005 0.94052824378013633 0.99894970655441295 3.7350000000000008 3.1750000000000003 0.51461192965507518 2.3850000000000002 -375.49999999999994 -64.499999999999986 -63.499999999999993 decision_type=2 2 2 8 10 10 10 8 2 10 2 2 10 8 8 2 10 10 2 10 10 2 2 10 10 2 10 10 8 8 left_child=1 11 4 6 5 19 12 13 9 26 -8 -1 -3 21 27 -10 25 -12 28 -2 -7 -4 23 -17 -24 -6 -9 -13 -5 -16 right_child=2 3 7 18 16 20 10 8 15 -11 17 14 -14 -15 29 22 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011173833990779133 0.017615114605348578 -0.00015065452385780982 0.020107972953239961 0.0018656074926743291 0.012852162271825869 0.00038626161602103208 -0.0041528440624904461 0.018870739252643293 0.018947932896342865 -0.0032243557812950212 0.0048398620949817875 -0.01102260976469031 -0.010282091621677847 0.020652866111506497 -0.0060831224185523124 0.019327921994797603 0.008780309159144694 -0.0015443166063238334 0.014728726783944594 0.0077031056410026858 -0.0079421841160554826 0.024015655142841576 0.0202266249543856 0.0033467373076092994 0.022791982123566604 0.017764428726816849 0.012862969850662674 -0.0087336359257644356 0.010577663699330716 0.0012353405471173971 leaf_weight=65092.389768779278 331.48659022152424 355.3403946980834 690.92224970459938 217.13299586623907 799.34909880161285 182.00517974048853 1721.6048107519746 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5205.38 38852.4 28764.2 1173.7 3266.53 71753.6 1938.85 10088.2 6661.24 27590.5 1908.86 1544.92 590.967 503.479 669.178 3779.02 8013.82 331.264 7682.56 1411.41 902.674 6067.83 360.591 593.41 internal_count=911180 736335 174845 42482 16405 6376 39248 158440 116419 5205 25182 693853 14066 42021 58306 111214 10029 10860 3234 2117 4259 16284 32356 1373 30983 7232 3695 53890 2135 4416 is_linear=0 shrinkage=0.01 Tree=63 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 6 11 2 6 5 6 2 2 2 2 6 2 6 2 2 5 2 11 11 2 2 11 6 2 split_gain=230209 3954.95 3054.1 471.932 300.07 223.579 255.915 211.333 138.67 124.392 93.1021 85.9864 83.7466 67.1543 65.9847 63.095 62.3453 49.3394 48.7462 47.8517 46.9319 46.7583 45.3496 43.7519 43.7136 40.6776 37.3061 37.2049 34.7808 34.5406 threshold=0.18897357583045957 0.0043998162727802515 0.78322452306747448 0.036334333941340412 0.00025326936156485003 0.97252115607261669 5.5000000000000009 0.51461192965507518 0.034723896792862259 39.500000000000007 2.5000000000000004 1.5000000000000002 0.90508365508365518 0.047905909351692456 0.051836094939543158 0.48581488933601619 1.5000000000000002 0.51630627437079057 3.5000000000000004 0.13363095238095238 0.047905909351692456 1.5000000000000002 0.49844720496894418 0.0011766494717448501 0.99766892194747936 0.49184758529020828 0.019324122479462254 0.94052824378013633 1.5000000000000002 0.091372912801484213 decision_type=2 2 2 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 left_child=1 4 7 14 -1 19 22 9 -5 10 20 15 24 -9 -3 -10 -15 -17 -16 -4 -2 -21 29 -6 -8 -22 -11 -23 -27 -7 right_child=2 3 5 8 23 6 12 13 11 26 -12 -13 -14 16 18 17 -18 -19 -20 21 25 27 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.011157577224720135 0.011916287812406888 -0.0018800740892524323 0.018623805326737602 0.0055415584708112045 -0.0095953777336915784 0.019420771583677467 0.019234952667096631 0.015820782858934776 -0.0011551564990592296 0.014173544707387315 0.00033213735829518544 -0.002109969127563244 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1928 4457 3108 3059 35305 36308 2148 1728 2243 119 840 7922 4133 2306 9438 1044 2451 1811 12508 4748 2163 1419 65364 23001 19898 1881 1889 681 1100 20633 internal_value=0 -0.0103032 0.0188147 -0.00235159 -0.0109496 0.0195756 0.0197624 0.00924828 0.00102478 0.00698858 0.00819857 -0.000247547 0.0215839 0.0122736 -0.00476784 0.00220479 0.0108413 0.00451563 -0.00544551 0.0164969 0.0090067 0.0154852 0.019379 -0.00892168 0.0220864 0.00779218 0.00117906 0.0127801 0.00946772 0.0197935 internal_weight=0 76940.7 41959.1 5784.79 71155.9 38867.8 36644 3091.32 2412.98 1769.57 1464.54 1882.66 6372.24 1321.75 3371.8 812.63 941.553 481.484 2730.94 2223.8 1328.1 1507 30271.8 6617.79 5345.14 936.988 305.032 448.734 569.017 14102 internal_count=911180 736335 174845 42482 693853 158440 148484 16405 16079 9920 7912 13020 26179 6485 26403 5098 4757 2855 21946 9956 7072 6848 122305 58306 22046 5144 2008 2100 2981 56941 is_linear=0 shrinkage=0.01 Tree=64 num_leaves=31 num_cat=0 split_feature=11 11 11 10 1 10 1 1 11 10 11 11 10 10 10 11 10 11 10 11 10 10 11 10 11 10 10 1 1 1 split_gain=226203 3947.3 3019.95 832.073 769.316 1109.77 694.891 420.223 597.632 811.519 389.277 302.073 295.841 160.37 141.927 118.691 118.057 209.89 184.417 114.872 108.903 90.1821 85.8835 84.6084 83.5816 75.1771 69.1336 67.6353 64.1519 104.203 threshold=0.18897357583045957 0.0043998162727802515 0.78322452306747448 7.6450000000000005 -380.49999999999994 3.0250000000000004 -390.49999999999994 -1.0000000180025095e-35 0.98755538463592529 3.9350000000000005 0.026551560498774003 0.00025326936156485003 3.1750000000000003 7.4250000000000007 6.1150000000000011 0.049213243648409809 2.3350000000000004 0.99977076053619396 4.0250000000000012 0.51461192965507518 2.1250000000000004 3.9350000000000005 0.98755538463592529 3.2050000000000005 0.068259380757808671 2.3850000000000002 6.3850000000000007 -375.49999999999994 -63.499999999999993 -62.499999999999993 decision_type=2 2 2 8 10 10 10 8 2 10 2 2 10 8 8 2 10 2 10 2 10 10 2 10 2 10 10 10 8 8 left_child=1 11 4 6 5 20 12 14 9 25 -8 -1 -3 27 22 -5 -10 18 -18 -6 -2 -7 -4 -19 -12 -9 -20 -13 -15 -30 right_child=2 3 7 15 19 21 10 8 16 -11 24 13 -14 28 -16 -17 17 23 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.011141489941933765 0.017283567509572689 -0.0001362164171273016 0.020550904481230026 0.005308749566750817 0.010886508817368683 0.00029533429815363721 -0.004089208516062981 0.018505295260346107 0.01856478622879738 -0.0033348603468693534 0.00041611562143902805 -0.010977099312164722 -0.010245089693172621 -0.0059952472104170809 0.020207148440017596 0.014481931708371148 0.018013848585233076 0.019637617186125438 0.0050390848024574842 0.015816280481857414 0.0074957863312981607 -0.0079432278763836711 0.023721540078763356 0.021644977297217937 0.0050678678982573298 0.012499905825068953 0.021483790232651168 -0.0086726965547295545 0.032026970103690919 -0.00070404676314160812 leaf_weight=63987.76826402545 332.37916032969952 354.98852474242449 1290.963127836585 360.77967561781406 1096.5605243891478 182.71643388271332 1710.4144049435854 578.50353203713894 17614.390421897173 272.85098417103291 743.44577780365944 1837.9709830880165 1569.3533443361521 420.45811235159636 6322.8105729371309 231.59609895199537 556.35288092494011 5909.0224224179983 192.14554488658905 830.78602384030819 172.76219768822193 487.00783482939005 2525.7879363447428 3257.1230171620846 803.95279136300087 325.8708727657795 29.487748295068741 4148.4294655174017 10.366752684116364 157.50868760049343 leaf_count=635547 1353 1900 5735 2135 6033 980 14322 2325 71047 1510 5634 14914 12166 3304 25737 1099 2245 23733 836 3996 764 3279 10549 13230 5226 1370 123 38976 56 1056 internal_value=0 -0.0102813 0.0186184 -0.00233228 0.00912346 0.00274519 -0.00361569 0.0193761 0.0187585 0.0117809 -0.000801321 -0.0109318 -0.00838028 -0.00889059 0.0211264 0.00889511 0.0190566 0.0199277 0.0149409 0.0130115 0.0139361 -0.00569556 0.0226491 0.0203509 0.00283294 0.0163414 0.00722701 -0.0093802 -0.00390871 0.00131718 internal_weight=0 76337 41977.5 5774.53 3102.21 1174.87 5182.15 38875.3 28735.7 1177.23 3257.81 70562.5 1924.34 6574.73 10139.6 592.376 27558.5 9944.13 777.986 1927.35 505.141 669.724 3816.75 9166.15 1547.4 904.374 221.633 5986.4 588.334 167.875 internal_count=911180 736335 174845 42482 16405 6376 39248 158440 116419 5205 25182 693853 14066 58306 42021 3234 111214 40167 3204 10029 2117 4259 16284 36963 10860 3695 959 53890 4416 1112 is_linear=0 shrinkage=0.01 Tree=65 num_leaves=31 num_cat=0 split_feature=10 1 10 6 10 1 1 10 1 2 1 10 1 6 6 10 0 0 2 10 10 10 1 5 1 0 1 1 0 2 split_gain=107085 10717 4211.81 3712.29 3538.8 5591.89 3242.79 1779.46 1118.68 1110.23 1026.48 910.77 929.289 822.696 741.282 621.32 482.723 471.756 507.483 471.95 728.258 462.713 465.316 387.406 500.431 380.513 363.801 386.866 295.816 282.935 threshold=3.3250000000000006 -32.499999999999993 3.2950000000000004 30.500000000000004 6.1150000000000011 -70.499999999999986 -45.499999999999993 3.8350000000000004 -361.49999999999994 1.0000000180025095e-35 -37.499999999999993 2.3350000000000004 -32.499999999999993 30.500000000000004 1.0000000180025095e-35 2.7350000000000008 1.0000000180025095e-35 1.0000000180025095e-35 0.98936170212765973 4.495000000000001 4.4750000000000005 3.5950000000000002 -12.499999999999998 1.5000000000000002 -60.499999999999993 1.0000000180025095e-35 -266.49999999999994 -124.49999999999999 1.0000000180025095e-35 0.034723896792862259 decision_type=10 8 8 2 10 8 10 10 10 2 8 10 10 2 2 10 2 2 2 10 10 10 8 10 8 2 10 10 2 2 left_child=1 2 15 4 7 14 23 8 -2 10 16 -3 -13 25 26 28 -9 18 -11 20 -19 22 -5 24 -7 29 -6 -28 -1 -4 right_child=3 11 13 21 5 6 -8 9 -10 17 -12 12 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=5.8541765165942204e-06 0.0062965394481901285 0.017803869870770477 0.01715430805103298 -0.0079460114948342788 0.012028356224190224 0.01517594776488348 -0.0091061153731607797 0.0049080740646500658 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1722.6105860620737 670.99317360669374 172.2339356765151 771.06674757599831 1593.0529285743833 leaf_count=10450 9327 82813 2116 4478 1274 2036 7360 9875 16733 251680 21500 37336 2472 3882 36876 26122 14900 5789 4132 29911 1077 287345 1619 10544 2148 7558 5719 991 4413 8704 internal_value=0 0.0135907 0.00450747 -0.00670727 -0.0050687 0.000774604 0.00975676 -0.00627346 0.000363636 -0.00691678 -0.00308609 0.0166364 0.0139474 0.0118494 -0.00647059 -0.00138971 0.000589538 -0.00767961 -0.0081836 -0.00472532 0.00130566 -0.00957563 -0.00180794 0.0142378 0.00802586 0.0134545 0.00084763 -0.00218732 0.0026753 0.0105893 internal_weight=0 38738.7 9727.72 78984.9 50268.6 8592.66 3836.46 41676 3682.59 37993.4 6309.44 29011 8782.47 4333.07 4756.21 5394.66 3446.97 31683.9 27066.5 4617.46 1012.9 28716.2 746.935 3100.02 758.35 3815.38 1072.12 843.227 2215.71 2092.77 internal_count=911180 185866 63245 725314 431872 66948 22088 364924 26060 338864 46275 122621 39808 22260 44860 40985 24775 292589 255812 36777 6866 293442 6097 14728 4184 18378 7984 6710 14863 10820 is_linear=0 shrinkage=0.01 Tree=66 num_leaves=31 num_cat=0 split_feature=11 11 11 46 46 11 46 11 11 6 6 11 6 5 5 46 5 3 6 28 6 3 3 3 11 3 3 11 11 3 split_gain=219972 3937.59 2910.43 604.507 467.871 399.737 349.293 462.433 303.885 192.519 132.206 132.131 126.721 117.865 103.424 80.779 76.8536 73.6817 66.02 64.9972 63.5276 55.2874 54.3036 65.0376 91.3191 78.3241 54.0846 52.5328 50.071 49.542 threshold=0.18897357583045957 0.0043998162727802515 0.78322452306747448 1.0000000180025095e-35 1.0000000180025095e-35 0.036334333941340412 1.0000000180025095e-35 0.98755538463592529 0.00025326936156485003 4.5000000000000009 101.50000000000001 0.036334333941340412 3.5000000000000004 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 0.50155279503105599 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 0.51530771633864425 0.091229193341869366 0.90501253132832093 0.94052824378013633 0.90943267259056748 0.96352549889135264 0.99894970655441295 0.0013712961226701001 0.51234756097560985 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 10 10 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 3 12 11 16 7 18 -1 29 14 -3 17 -7 -5 -10 26 -2 -4 -19 21 -13 -8 24 -24 -25 -6 -11 -17 -9 right_child=2 4 6 10 5 13 22 9 15 27 -12 20 -14 -15 -16 28 -18 19 -20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01111654442148375 0.0082973991710804211 -0.0075646392890637015 0.014212417361302359 0.015420357908656994 -0.0018595036525911866 0.0066326565816842977 0.019736765535193261 0.018186871062911954 -0.010308199197675344 0.016356278117127258 0.0039703493881050695 0.0017992655077493352 -6.4791329283403804e-05 4.9863778815020193e-05 0.0095972893604487179 -0.0088122701603899727 -0.0053611385661964887 0.0008418719742075715 0.0092669299540532862 0.01638866245737047 -0.0053312262812086455 -0.0046712535942206044 0.017718175688060979 0.017349271080448179 0.022475742748600477 0.021624636178238076 0.0050186332789192876 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358.366 300.321 threshold=3.3250000000000006 1.0000000180025095e-35 3.2950000000000004 30.500000000000004 6.1150000000000011 8.4800000000000022 3.8350000000000004 1.0000000180025095e-35 1.0000000180025095e-35 8.1200000000000028 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.3350000000000004 33.500000000000007 2.6750000000000003 7.0450000000000008 7.5550000000000006 0.23132664437012262 3.5950000000000002 1.5000000000000002 4.5750000000000011 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 0.091372912801484213 0.028778467908902653 25.500000000000004 0.79531763417305601 4.5550000000000006 decision_type=10 2 8 2 10 10 10 2 2 10 2 2 2 10 2 10 10 10 2 10 2 10 2 2 2 2 2 2 2 10 left_child=1 7 15 4 6 9 12 13 22 10 16 -7 -2 -1 -4 -3 18 -18 -6 -5 21 24 -8 -13 -10 -25 -9 28 -12 -26 right_child=3 2 14 19 5 11 8 26 20 -11 27 23 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 25 29 -27 -28 -29 -30 -31 leaf_value=0.017487351334417991 0.0048150135864712821 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142.0599051117897 822.85900840163231 27541.500613808632 16492.18244805932 11781.147817693651 3711.4998596385121 205.57541419565678 1465.5677484273911 134.27072551101446 402.42769902944565 274.24554750323296 145.94103422015905 105.92185096442699 leaf_count=78615 11241 13693 21755 6097 4282 1012 18522 758 9525 4653 12313 29228 14819 38789 3071 25845 4062 1184 4691 287345 162735 105890 27753 2089 13752 677 3340 1985 772 687 internal_value=0 0.0133525 0.00592348 -0.00665574 -0.00502119 0.000765345 -0.00621746 0.0160503 -0.0068592 0.00599643 0.00396528 -0.00729051 0.000359608 0.0163599 0.0130651 -0.0010033 0.00835264 0.01358 0.0042844 -0.00953107 -0.00762338 -0.00636955 -0.00304427 -0.00848348 -0.00303437 0.00164242 0.000552804 -0.00238855 -0.00427683 -0.0064065 internal_weight=0 38652.7 10297 78035.9 49752.8 8523.48 41229.3 28355.8 37564.1 5167.77 4170.75 3355.7 3665.23 27800.3 5069.86 5227.12 2467.16 1079.76 1387.4 28283.1 31295.2 14803.1 6268.84 3171.54 3021.9 339.846 555.465 1703.59 1429.34 1571.49 internal_count=911180 185866 64364 725314 431872 66948 364924 121502 338864 33942 29289 33006 26060 117404 24826 39538 14219 5246 8973 293442 292589 129854 46275 31994 23964 2766 4098 15070 13085 14439 is_linear=0 shrinkage=0.01 Tree=68 num_leaves=31 num_cat=0 split_feature=6 3 3 3 3 6 2 0 0 3 6 2 2 28 6 2 3 6 0 3 6 2 3 28 0 2 6 3 2 2 split_gain=34638.3 4095.89 4009.15 2516.81 3345.91 2269.11 2154.43 1670.4 1121.62 652.17 574.679 483.403 503.044 450.179 439.858 441.196 426.496 387.98 380.038 350.001 322.755 621.682 651.518 305.934 303.534 286.538 283.528 236.372 227.407 742.007 threshold=3.5000000000000004 0.50155279503105599 1.0000000180025095e-35 0.49341991341991348 0.33477011494252878 1.5000000000000002 0.091372912801484213 1.0000000180025095e-35 1.0000000180025095e-35 0.90943267259056748 31.500000000000004 0.74891304347826104 0.66751700680272119 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.75937646507266776 1.0000000180025095e-35 1.0000000180025095e-35 0.76506899055918665 4.5000000000000009 0.27293771043771048 0.75103305785123975 1.0000000180025095e-35 1.0000000180025095e-35 0.33460559796437661 1.0000000180025095e-35 0.49341991341991348 0.75110619469026563 0.96213569039656011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 24 4 5 11 9 17 10 -3 20 12 18 -5 15 -11 25 19 -1 23 21 22 -4 -8 -2 -9 -6 -10 -13 -30 right_child=2 6 8 13 26 -7 7 16 27 14 -12 28 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.010367570962121975 0.0088342094354497067 0.015065860932323389 0.014896398816246046 0.011466429419320334 -0.00012988646379114902 -0.0016478189735887486 0.0005684861693537991 0.0097221773326506417 -0.0043324110992722245 0.009460939220216567 -0.0074851850274799524 0.012474147407997595 -0.00015403269646576751 -0.0057747392258944057 0.0012568241216340146 -0.0007539905825867376 -0.0021603564762195928 -0.0051077218004290815 0.0064688847756078204 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2828.72 2078.35 2369.76 1831.75 1480.33 1116.9 773.755 627.323 866.129 938.384 649.401 609.156 604.549 571.804 507.991 858.229 487.514 415.417 400.738 450.272 341.744 322.694 314.31 921.033 287.018 295.176 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 0.90501253132832093 0.90943267259056748 0.25108695652173912 0.98089094449853953 -90.499999999999986 -9.4999999999999982 0.33248299319727892 0.51234756097560985 1.5000000000000002 1.5000000000000002 -65.499999999999986 1.5000000000000002 0.98004975124378124 0.49341991341991348 0.35743321718931476 -188.49999999999997 0.49341991341991348 2.5000000000000004 1.5000000000000002 8.5000000000000018 2.5000000000000004 0.74478940512375169 0.75103305785123975 1.0000000180025095e-35 5.5000000000000009 decision_type=8 2 2 2 10 2 2 2 2 10 10 2 2 8 10 10 10 2 2 2 10 2 10 8 10 10 2 2 2 10 left_child=1 9 4 5 7 25 15 -2 -8 20 -5 -9 13 -13 -14 -7 21 -16 19 -15 -1 -4 23 -10 -18 -3 -6 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27228.7 6328.21 9537.57 7008.32 21414.1 20708 8372.56 12335.5 922.297 15889.1 2459.64 3754.19 1570.93 2801.94 14048.8 2949.57 2486.53 1840.29 46278.1 2849.63 826.256 6735.64 3450.4 internal_count=911180 648349 262831 585410 187056 532213 63349 163313 58747 62939 53197 134652 129079 47467 81612 4602 75775 18770 19028 9297 22230 65415 23046 18630 10360 468864 23743 6080 40709 19361 is_linear=0 shrinkage=0.01 Tree=70 num_leaves=31 num_cat=0 split_feature=10 10 3 0 10 10 10 2 10 3 10 2 3 0 10 10 10 10 10 0 0 10 10 5 5 10 5 10 2 10 split_gain=100206 4852.53 2476.09 2065.19 1526.6 1838.35 2104.48 1199.83 1296.25 1267.83 1004.97 875.044 818.541 779.208 517.076 501.794 469.698 467.081 408.912 390.966 293.457 287.808 673.998 262.052 246.016 228.904 805.119 225.107 224.786 222.914 threshold=3.3250000000000006 2.5750000000000006 1.0000000180025095e-35 1.0000000180025095e-35 3.8350000000000004 6.2150000000000007 8.4800000000000022 0.091372912801484213 8.1200000000000028 0.90943267259056748 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shrinkage=0.01 Tree=71 num_leaves=31 num_cat=0 split_feature=10 1 10 6 10 1 1 10 1 2 1 10 1 6 6 10 10 1 2 10 10 10 1 1 10 2 2 2 1 1 split_gain=98364.4 9970.18 3850.16 3567.84 3341.62 5186.82 2955.21 1684.8 1504.45 920.406 1186.87 868.735 859.398 738.741 713.356 576.072 458.271 448.924 414.836 391.628 503.141 355.299 342.983 367.26 299.927 261.905 243.471 237.559 334.999 276.834 threshold=3.3250000000000006 -32.499999999999993 3.2950000000000004 30.500000000000004 6.1150000000000011 -70.499999999999986 -45.499999999999993 4.495000000000001 -361.49999999999994 0.055738304093567205 -38.499999999999993 2.3350000000000004 -32.499999999999993 30.500000000000004 1.0000000180025095e-35 2.7350000000000008 3.5950000000000002 -12.499999999999998 0.012270400481782552 3.7650000000000001 4.4750000000000005 6.9850000000000012 -266.49999999999994 -124.49999999999999 5.2550000000000008 0.62532051282051293 0.028778467908902653 0.98936170212765973 -64.499999999999986 -65.499999999999986 decision_type=10 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425.983 421.798 419.082 302.893 271.631 213.528 157.137 131.538 84.6151 83.9604 80.7327 109.945 77.2789 74.1235 72.3829 64.24 63.6465 61.7961 60.6472 58.5444 56.7035 68.9123 54.1552 54.12 50.375 50.1277 threshold=0.13270235061645502 0.78322452306747448 0.0043998162727802515 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.98755538463592529 0.00025326936156485003 0.026551560498774003 8.5000000000000018 0.3781151175498963 0.51461192965507518 0.12560679611650488 1.0000000180025095e-35 0.89596861471861489 4.5000000000000009 0.026551560498774003 3.5000000000000004 1.0000000180025095e-35 0.94754041967664271 0.50155279503105599 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 0.091372912801484213 0.087337909992372217 91.500000000000014 0.51234756097560985 101.50000000000001 0.0013712961226701001 decision_type=2 2 2 2 2 2 2 2 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 11 16 6 21 -1 19 27 26 17 -10 -9 15 24 -4 18 20 -6 -2 22 -3 -18 25 -7 -5 -8 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368.13506766408682 3715.669194072485 1000.5605845451355 585.722949847579 861.9254894554615 2586.8367426618934 1535.4392791837454 1659.3173422217369 642.7373862862587 379.68643403053284 52.115507155656815 152.85253863036633 206.76802508533001 89.632842972874641 327.11669987440109 443.26022046804428 2873.6495783776045 764.27795717120171 99.271533630788326 5585.4877111464739 81.463647663593292 1418.3140560612082 leaf_count=635547 2094 4169 9265 4480 12597 10439 75636 20216 2261 15081 4833 2948 6347 25194 6224 7177 4055 2633 280 1149 1235 408 1614 3515 11856 3206 696 22630 499 12896 internal_value=0 0.0174517 -0.0102596 0.00819117 -0.00278658 0.0183206 0.0177255 -0.0108351 -0.000241435 0.0179943 0.0123006 0.00324339 0.00331826 -0.00875652 0.020162 0.0205714 -0.00604041 0.00113062 0.0031226 -0.00288528 0.00217315 0.0123666 0.0118129 -0.00411872 0.0199601 0.0190727 0.00919116 0.0176488 0.0148617 -0.00787733 internal_weight=0 42108.9 71935.9 3612.1 5143.82 38496.8 29095 66792.1 2886.22 27705.4 1973.22 1638.88 1230.06 6344.58 9401.83 7866.39 2257.6 1053.16 673.471 1656.16 621.356 1389.58 1299.95 1086 6207.08 3333.43 891.2 23989.7 1082.02 4005.15 internal_count=911180 178138 733042 19698 39189 158440 119538 693853 22354 113347 10508 9190 8608 58306 38902 32678 16835 6242 3609 13746 3329 6191 5783 7570 25501 13645 5176 98266 5332 38090 is_linear=0 shrinkage=0.01 Tree=75 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 10 1 1 11 10 11 11 10 10 6 11 10 10 11 10 6 11 1 10 6 10 11 10 11 10 split_gain=200584 3359.86 3090.59 926.777 1082.52 609.967 587.966 477.373 555.4 682.216 305.098 260.111 225.001 206.563 190.774 154.921 143.466 132.615 89.3003 83.5217 82.6231 74.623 72.6041 69.3936 63.1226 61.8183 157.531 60.3984 119.518 83.5824 threshold=0.13270235061645502 0.78322452306747448 0.0043998162727802515 -371.49999999999994 3.0250000000000004 6.3850000000000007 -380.49999999999994 -1.0000000180025095e-35 0.98755538463592529 3.9350000000000005 0.00025326936156485003 0.026551560498774003 6.1150000000000011 3.1750000000000003 5.5000000000000009 0.3781151175498963 7.4250000000000007 1.3750000000000002 0.049213243648409809 3.9350000000000005 25.500000000000004 0.94052824378013633 -375.49999999999994 2.3850000000000002 79.500000000000014 3.1750000000000003 0.99977076053619396 2.3350000000000004 0.99977076053619396 4.0250000000000012 decision_type=2 2 2 10 10 8 10 8 2 10 2 2 8 10 2 2 8 10 2 10 2 2 10 10 2 10 2 10 2 10 left_child=2 3 10 4 17 6 13 12 9 23 -1 -8 21 -4 27 24 22 -2 -7 -6 -13 -3 -12 -9 -5 -16 -27 -10 29 -29 right_child=1 7 5 15 19 18 11 8 14 -11 16 20 -14 -15 25 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.011038273774638948 0.016439317579391106 0.018980486733455003 -0.0014823554927985874 0.010102660004742596 -0.00062175762821268848 0.0039493976710760206 -0.0038805577543086838 0.017019985363042545 0.017063058139035525 -0.0031968801483215101 -0.010893311457302178 0.003780130898587487 0.018852124290100213 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1190 2755 13823 2325 64335 1510 14914 6322 25737 11222 12958 6017 4416 1145 958 4133 2423 13120 38976 1370 858 539 4064 1607 27082 629 internal_value=0 0.0172877 -0.0102388 0.00808276 0.00164781 -0.00276416 -0.00405724 0.0181551 0.017488 0.0107518 -0.0108181 -0.00123157 0.0200158 -0.00868074 0.0177792 0.0120571 -0.00872546 0.0120596 0.0064242 -0.00586667 0.00228367 0.0219209 -0.00921016 0.0149205 0.00918274 0.0197014 0.0217336 0.0174135 0.0181695 0.013674 internal_weight=0 42083.3 71364.5 3623.85 1383.6 5133.85 4500.49 38459.4 28310.2 1173.25 66230.7 2793.34 10149.3 1707.15 27136.9 2240.25 6303.7 579.99 633.355 803.611 1200.4 3848.57 5713.87 903.295 1020.76 4338.04 1112.9 22798.9 7221.31 546.64 internal_count=911180 178138 733042 19698 7741 39189 35476 158440 116419 5205 693853 22568 42021 12908 111214 11957 58306 2418 3713 5323 8745 16284 53890 3695 5940 17561 4603 93653 29318 2236 is_linear=0 shrinkage=0.01 Tree=76 num_leaves=31 num_cat=0 split_feature=1 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 8 1 1 1 1 1 1 1 1 1 8 1 split_gain=39239.6 4084.99 3815.62 1276.94 656.932 723.211 517.404 1516.01 257.032 241.363 184.949 178.935 407.734 166.702 180.02 137.713 113.576 296.933 110.469 104.175 397.481 333.239 129.356 98.0158 94.4257 123.573 246.644 89.7549 72.3797 63.74 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -90.499999999999986 -8.4999999999999982 -67.499999999999986 -60.499999999999993 -65.499999999999986 -63.499999999999993 -88.499999999999986 -8.4999999999999982 -31.499999999999996 -30.499999999999996 -61.499999999999993 -62.499999999999993 -37.499999999999993 -31.499999999999996 -30.499999999999996 1.0000000180025095e-35 -144.49999999999997 -189.49999999999997 -143.49999999999997 -268.49999999999994 -32.499999999999993 -142.49999999999997 -124.49999999999999 -125.49999999999999 -138.49999999999997 1.0000000180025095e-35 -287.49999999999994 decision_type=8 2 2 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 2 10 10 10 10 10 10 10 10 10 2 10 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582.52591256797314 3903.8601989522576 3153.8177776038647 337.07647958397865 56.630880072712898 5769.4935274124146 171.86165595054626 leaf_count=635547 1273 3164 1686 4241 1190 2755 13823 2325 68834 1473 14914 5825 25737 11222 3355 900 17130 3304 1145 4361 2920 719 958 4133 38976 13120 1407 240 23391 1112 internal_value=0 0.0170944 -0.0102139 0.00798468 0.00156389 -0.0027381 -0.00402493 0.0179564 0.0172893 0.0105737 -0.0107981 -0.0011768 0.0198099 -0.00867402 0.0119399 0.0175805 0.0191871 -0.00869066 0.0118484 0.013481 0.00231138 0.0114008 0.00636152 -0.005871 -0.00917844 0.0216556 0.0146367 0.00683262 0.0172452 -0.00398277 internal_weight=0 42012.1 70620.3 3631.53 1384.29 5118.87 4484.67 38380.6 28223.3 1172.94 65501.4 2780.98 10157.2 1703.69 2247.24 27050.4 4671.82 6254.09 580.836 1663.84 1198.28 444.961 634.202 803.456 5666.95 3861.84 909.72 222.81 22378.6 587.143 internal_count=911180 178138 733042 19698 7741 39189 35476 158440 116419 5205 693853 22568 42021 12908 11957 111214 18989 58306 2418 8602 8745 1859 3713 5323 53890 16284 3732 959 92225 4416 is_linear=0 shrinkage=0.01 Tree=78 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 10 1 1 11 10 11 11 10 10 11 10 10 11 10 11 10 10 1 11 10 10 1 1 10 10 split_gain=193245 3269.04 3079.72 893.472 1037.84 589.209 498.313 443.046 545.295 656.06 309.24 221.939 201.2 194.746 147.183 145.555 135.707 293.155 128.187 120.396 91.4879 81.272 75.7644 72.9667 68.8355 61.3471 51.2733 95.4899 49.9016 49.6815 threshold=0.13270235061645502 0.78322452306747448 0.0043998162727802515 -371.49999999999994 3.0250000000000004 5.6250000000000009 -361.49999999999994 -1.0000000180025095e-35 0.98755538463592529 3.9350000000000005 0.00022280584380490002 0.026551560498774003 3.1750000000000003 6.1150000000000011 0.3781151175498963 7.4250000000000007 3.0550000000000002 0.99977076053619396 1.3750000000000002 0.036334333941340412 4.0250000000000012 3.9350000000000005 -375.49999999999994 0.94052824378013633 2.3850000000000002 5.535000000000001 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64.3466 59.4825 53.5875 101.207 threshold=0.13270235061645502 0.78322452306747448 0.0043998162727802515 -371.49999999999994 3.0250000000000004 5.6250000000000009 -380.49999999999994 -1.0000000180025095e-35 0.98755538463592529 3.9950000000000006 0.00022280584380490002 0.026551560498774003 3.1750000000000003 6.1150000000000011 5.5000000000000009 1.5000000000000002 7.4250000000000007 1.3750000000000002 0.036334333941340412 0.3781151175498963 1.5000000000000002 3.9350000000000005 -375.49999999999994 0.98755538463592529 2.3850000000000002 1.5000000000000002 94.500000000000014 31.500000000000004 0.99977076053619396 3.2350000000000008 decision_type=2 2 2 10 10 8 10 8 2 10 2 2 10 8 2 10 8 10 2 2 10 10 10 2 10 2 2 2 2 10 left_child=2 3 10 4 17 6 12 13 9 24 -1 -8 -4 23 -10 19 22 -2 -7 26 27 -6 -12 -3 -9 -17 -5 -13 -16 -30 right_child=1 7 5 15 21 18 11 8 14 -11 16 20 -14 -15 28 25 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.01099832176632024 0.015871257824162065 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266.08449134230614 351.996313162148 919.91721601784229 319.36088471859694 576.63139091432095 4070.3989952355623 2570.8194424808025 337.78011325001717 322.29851936548948 70.311318889260292 153.05208730697632 3074.7128856033087 902.31372052431107 leaf_count=632072 1273 5735 1686 3767 1190 4193 12603 2325 93653 1473 15795 4187 10739 25737 1482 1381 4685 1145 2010 4361 2553 4133 41301 10549 1407 1974 474 1218 12400 3679 internal_value=0 0.0167918 -0.0101732 0.00778762 0.00153842 -0.00269564 -0.00429344 0.0176504 0.0170247 0.0103828 -0.010765 -0.00153471 -0.00859177 0.0193775 0.0173136 0.0115838 -0.00869283 0.0115973 0.00441083 0.0130915 0.00185268 -0.00579802 -0.00917365 0.0210611 0.0143665 0.00728095 0.0104521 0.00364567 0.0190977 0.0194315 internal_weight=0 41918.5 69497.8 3649.12 1379.02 5096.55 4161 38269.4 28092.3 1170.75 64401.2 2534.39 1626.61 10177.1 26921.5 2270.1 6518.28 581.602 935.552 1681.08 1095.94 797.422 5905.1 3891.68 908.437 589.019 761.159 776.574 4335.6 3977.03 internal_count=911180 178138 733042 19698 7741 39189 32986 158440 116419 5205 693853 20561 12425 42021 111214 11957 61781 2418 6203 8602 7958 5323 57096 16284 3732 3355 4241 5405 17561 16079 is_linear=0 shrinkage=0.01 Tree=80 num_leaves=31 num_cat=0 split_feature=10 1 10 3 0 10 10 1 10 1 1 10 10 10 1 1 2 1 0 3 0 0 10 2 10 2 10 2 1 1 split_gain=85644.8 8832.08 3285.32 2254.57 1861.09 1385.26 1918.38 2206.1 1627.05 1559.46 883.648 873.109 851.05 822.788 732.802 706.92 700.7 669.636 665.549 623.036 537.696 491.616 391.995 346.112 345.749 339.719 317.461 307.46 302.613 256.994 threshold=3.3550000000000004 -32.499999999999993 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.2150000000000007 8.4800000000000022 -70.499999999999986 4.495000000000001 -1.0000000180025095e-35 -294.49999999999994 8.1200000000000028 2.3350000000000004 5.3250000000000011 -32.499999999999993 -226.49999999999997 1.0000000180025095e-35 -60.499999999999993 1.0000000180025095e-35 0.22271825396825398 1.0000000180025095e-35 1.0000000180025095e-35 3.5950000000000002 1.0000000180025095e-35 4.205000000000001 0.034723896792862259 6.7350000000000012 0.62532051282051293 -57.499999999999993 -34.499999999999993 decision_type=10 8 10 2 2 10 10 10 10 8 10 10 10 10 10 8 2 10 2 2 2 2 10 2 10 2 10 2 8 8 left_child=1 2 21 4 13 8 7 11 9 23 -8 19 -3 -2 -14 -13 29 26 22 -7 -4 25 -11 -5 -6 -1 -9 -19 -15 -10 right_child=3 12 20 5 24 6 10 17 16 18 -12 15 14 28 -16 -17 -18 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.015049407594552063 -0.00041531189267073331 0.016041795146758148 -0.0033760536747689945 0.0030636559717003614 0.0013592547174913283 0.012337942711957196 0.012508830314055698 -0.00563768109725994 0.00070868875270864624 0.0055248736329198845 -0.0090936739432592659 -0.0044316835065690277 0.012868205291746555 0.012328762827790073 -0.0025124682210483696 0.017556984422024524 -0.0088281169542162013 -0.0032335079373376312 0.0081001226502816666 -0.0067959465330450644 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internal_value=0 0.0120713 0.0038599 -0.00641624 -0.00157703 -0.00705869 -0.00379544 0.00018033 -0.00772176 -0.00412154 -0.00825834 -0.00386242 0.0148805 0.00485539 0.0123116 0.00739372 -0.00857112 0.00972385 0.000975495 -0.00579364 -0.00129118 0.0103947 -0.0015005 -0.00713389 -0.00498124 0.00764586 0.0142135 0.000957743 0.0101627 -0.00223804 internal_weight=0 38287.6 9759.86 72519.4 8499.2 64020.2 10811.7 5717.93 53208.4 10156.7 5093.81 4016.49 28527.7 2941.35 8881.34 588.195 43051.7 1701.44 3772.84 3428.3 5457.77 4302.09 2799.83 6383.85 5557.84 2589.66 1125.17 576.271 1465.59 1678.91 internal_count=911180 188401 64873 722779 62918 659861 107438 49541 552423 91939 57897 39002 123528 17983 40715 3927 460484 10539 25739 35075 42999 21874 20711 66200 44935 14313 5603 4936 7315 13022 is_linear=0 shrinkage=0.01 Tree=81 num_leaves=31 num_cat=0 split_feature=10 46 10 6 10 5 10 10 28 10 46 10 10 0 10 0 0 10 10 10 6 46 10 10 6 6 46 10 10 6 split_gain=84179 6545.69 4030.73 3316.3 3053.43 3314.26 1504.62 1358.92 1115.74 911.709 787.73 769.053 742.529 586.214 556.599 522.801 482.75 418.011 317.223 313.96 284.058 315.664 333.999 484.091 272.888 271.33 268.523 261.79 261.595 248.449 threshold=3.3550000000000004 1.0000000180025095e-35 3.3550000000000004 30.500000000000004 6.1150000000000011 1.5000000000000002 6.6150000000000011 4.495000000000001 1.0000000180025095e-35 6.9850000000000012 1.0000000180025095e-35 2.3350000000000004 8.4800000000000022 1.0000000180025095e-35 8.7300000000000022 1.0000000180025095e-35 1.0000000180025095e-35 4.2350000000000012 8.8850000000000016 6.2550000000000008 1.5000000000000002 1.0000000180025095e-35 5.3350000000000009 5.3450000000000006 1.0000000180025095e-35 36.500000000000007 1.0000000180025095e-35 4.4750000000000005 6.1250000000000009 1.0000000180025095e-35 decision_type=10 2 8 2 10 10 10 10 2 10 2 10 10 2 10 2 2 10 10 10 2 2 10 10 2 2 2 10 10 2 left_child=1 8 16 4 7 6 28 10 11 19 13 -1 -11 -2 -14 25 -3 26 -16 -7 21 -9 -23 -24 -8 -4 -5 -15 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6190.0359854847193 195.97174061834812 2046.7756911888719 4035.0564184039831 8751.7280260846019 228.26267985254526 1370.5720444694161 237.74503537267447 2255.8339509367943 1852.6627811267972 23294.76148057729 233.98299594968557 689.85049016773701 14682.501848295331 6935.013657681644 198.61010677367449 2196.1721568331122 3084.6392244175076 328.49133317172527 1348.3080298900604 242.30942612886429 518.6529798284173 357.72161681205034 leaf_count=78615 19279 30967 10855 8619 1700 2684 2890 52706 1078 9923 38624 39715 2711 7947 1104 9665 11917 269154 2039 5155 155321 66879 1193 19972 34676 2443 15072 1065 4066 3146 internal_value=0 0.0119675 0.00516895 -0.00638669 -0.0047927 0.000800192 -0.00510979 -0.00596789 0.0144857 0.00775227 -0.00235432 0.0147703 0.0106839 0.000703362 0.00179321 0.0118983 -0.000627171 -0.00927112 0.00799614 -0.000638233 -0.00694748 -0.0060042 -0.00484254 -0.00162275 -0.00811766 0.00877383 -0.00527729 0.00541804 0.00636319 0.000431923 internal_weight=0 38233.7 10334.2 72129 46456.3 8066.51 4360.04 38389.8 27899.5 3706.48 8187.42 27345.8 2746.77 4152.36 699.991 4782.12 5552.05 25672.7 471.728 959.711 30202.3 15519.8 9329.8 2394.78 3454.4 2526.28 2377.92 1612.88 905.64 553.693 internal_count=911180 188401 65847 722779 429934 66948 43332 362986 122554 23616 66915 118330 15777 28291 5854 22963 42884 292845 3143 7839 296071 140750 88044 21165 37566 13298 23691 9012 5766 4224 is_linear=0 shrinkage=0.01 Tree=82 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 1 1 10 1 2 1 10 1 6 6 10 10 1 2 5 1 10 10 1 1 10 2 2 10 2 split_gain=82737.6 8268.45 3375.72 3151.02 2943.28 4423.65 2459.93 1524.64 1281.07 867.175 1120.09 821.093 695.382 656.458 614.865 504.944 437.411 490.798 388.694 328.984 425.556 324.38 438.961 312.41 321.355 268.41 211.387 211.212 290.504 207.6 threshold=3.3250000000000006 -32.499999999999993 30.500000000000004 3.2950000000000004 6.1150000000000011 -70.499999999999986 -45.499999999999993 4.495000000000001 -361.49999999999994 0.055738304093567205 -38.499999999999993 2.3350000000000004 -32.499999999999993 1.5000000000000002 30.500000000000004 2.7350000000000008 4.2350000000000012 -1.0000000180025095e-35 0.012270400481782552 1.5000000000000002 -60.499999999999993 3.7650000000000001 4.4750000000000005 -266.49999999999994 -124.49999999999999 5.2550000000000008 0.028778467908902653 0.98936170212765973 5.3350000000000009 0.98936170212765973 decision_type=10 8 2 8 10 8 10 10 10 2 8 10 10 2 2 10 10 8 2 10 8 10 10 10 10 10 2 2 10 2 left_child=1 3 4 15 7 13 19 8 21 10 25 -3 -13 23 29 -1 17 -4 -10 20 -7 -2 -23 -6 -25 -9 -18 -11 -29 -5 right_child=2 11 16 14 5 6 -8 9 18 27 -12 12 -14 -15 -16 -17 26 -19 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.0023517382076443331 0.0059047853871366796 0.01581296006421266 -0.0083175041854222139 0.012730873872023714 0.010473174109503909 0.013482120782749287 -0.0087264174361220952 -0.0019327122058932279 0.00062509337432629887 -0.0079288217870326829 -0.0084088538735913685 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is_linear=0 shrinkage=0.01 Tree=83 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 1 11 11 11 6 5 1 5 6 6 11 6 3 3 3 11 3 3 11 11 3 11 6 5 3 split_gain=182053 3069.4 3028 729.838 522.927 439.069 769.652 313.234 273.899 159.017 121.896 92.9786 91.8285 79.8254 68.8659 66.7442 66.1014 72.2859 66.097 62.424 83.5255 58.853 57.7622 57.0384 55.0003 54.5454 50.1789 49.0611 47.3291 42.3254 threshold=0.13270235061645502 0.0043998162727802515 0.65440738201141369 -371.49999999999994 -390.49999999999994 -1.0000000180025095e-35 0.98755538463592529 0.00025326936156485003 0.026551560498774003 8.5000000000000018 1.5000000000000002 -375.49999999999994 1.5000000000000002 97.500000000000014 3.5000000000000004 0.8784809708595277 3.5000000000000004 0.50155279503105599 0.94754041967664271 0.091229193341869366 0.99999982118606578 0.74478940512375169 0.52013513513513521 0.036334333941340412 0.0013712961226701001 0.96784532671629464 0.99977076053619396 1.5000000000000002 1.5000000000000002 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1.0000000180025095e-35 3.3550000000000004 1.0000000180025095e-35 1.0000000180025095e-35 6.2150000000000007 8.4800000000000022 4.495000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.091372912801484213 8.1200000000000028 0.90943267259056748 2.3350000000000004 1.0000000180025095e-35 5.3250000000000011 0.22271825396825398 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.205000000000001 3.5950000000000002 1.0000000180025095e-35 0.13712060166532367 0.51630627437079057 7.035000000000001 6.9850000000000012 0.028778467908902653 1.0000000180025095e-35 decision_type=10 2 8 2 2 10 10 10 2 2 2 10 2 10 2 10 2 2 2 2 2 10 10 2 2 2 10 10 2 2 left_child=1 8 20 4 15 7 10 9 13 14 12 16 -7 -1 22 -2 -12 -9 -8 24 -3 -6 -5 -11 -4 -16 27 -18 -10 -19 right_child=3 2 19 5 21 6 18 17 28 23 11 -13 -14 -15 25 -17 26 29 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.015599692390596758 -0.00029794825645833853 -0.002668644856448541 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4790.0538958385587 2249.1770281791687 1849.128646299243 4732.7149513289332 2904.5881146937609 4983.6927475854754 1850.621752537787 128.21336998045444 1680.8509091064334 177.25697206705809 394.7284332215786 3060.0504245609045 leaf_count=78615 10668 30967 2982 4869 4785 3220 940 13022 778 2103 1251 2938 4454 39715 4894 7315 17772 419121 56957 9665 11917 40150 25065 53992 10316 1016 18942 964 3446 28341 internal_value=0 0.0116886 0.00503537 -0.00630825 -0.00152011 -0.00695149 -0.00371462 -0.00761068 0.0141625 -0.00402707 0.000205693 -0.00196316 0.00804026 0.0144415 -0.000704156 0.00478259 -0.00375023 -0.00846518 -0.00816454 0.0115635 -0.000610451 -0.00488115 -0.00288273 -0.00701111 0.0085033 0.00671472 -0.00480779 -0.00232362 0.000401616 -0.00872643 internal_weight=0 37991.7 10297.5 70880.4 8394.42 62486 10572.2 51913.8 27694.2 9995.26 5620.57 4401.97 1218.6 27143.8 4729.1 2919.57 3881.63 41918.5 4951.63 4775.6 5521.91 5474.85 3655.62 5266.16 2526.43 1073.48 3653.36 1972.51 550.385 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2260.01 1308.09 1067.84 849.095 1079.25 838.495 742.707 656.269 479.901 466.169 446.178 438.342 414.033 467.843 370.872 352.174 334.847 309.457 242.847 254.935 234.419 353.5 232.631 243.097 threshold=3.3550000000000004 -32.499999999999993 30.500000000000004 1.6450000000000002 6.0550000000000006 -71.499999999999986 -45.499999999999993 4.495000000000001 -361.49999999999994 1.0000000180025095e-35 -37.499999999999993 2.3350000000000004 1.0000000180025095e-35 -32.499999999999993 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.9850000000000012 4.2350000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 0.012270400481782552 0.034723896792862259 0.68199436222692045 -265.49999999999994 -124.49999999999999 -64.499999999999986 -65.499999999999986 -146.49999999999997 -208.49999999999997 decision_type=10 8 2 10 10 8 10 10 10 2 8 10 2 10 2 2 2 10 10 8 2 2 2 2 10 10 10 10 10 10 left_child=1 3 4 14 7 12 17 8 16 10 20 -3 24 -13 22 -5 -2 23 19 -4 -9 -10 -1 -7 -6 28 27 -24 29 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shrinkage=0.01 Tree=88 num_leaves=31 num_cat=0 split_feature=11 11 11 10 10 11 11 11 10 11 10 10 11 5 10 11 10 5 10 10 10 5 5 10 11 10 10 11 10 10 split_gain=170566 3056.92 2871.65 524.574 339.418 319.972 226.92 165.857 282.579 163.395 134.753 119.861 103.879 91.5994 82.3915 92.6338 61.1839 55.9883 48.0924 44.0719 43.978 41.6373 40.721 38.3148 35.9757 34.3633 33.9329 30.6576 29.8944 29.6833 threshold=0.13270235061645502 0.0043998162727802515 0.78322452306747448 5.6250000000000009 7.6900000000000004 0.00022280584380490002 0.51461192965507518 0.97252115607261669 3.2050000000000005 0.026551560498774003 7.4250000000000007 3.2650000000000001 0.036334333941340412 2.5000000000000004 6.1150000000000011 0.99977076053619396 4.495000000000001 1.5000000000000002 5.3550000000000013 3.0250000000000004 7.0550000000000006 1.5000000000000002 2.5000000000000004 9.0500000000000025 0.94052824378013633 4.1150000000000011 5.5050000000000008 0.00099748477805400022 2.3350000000000004 9.0500000000000025 decision_type=2 2 2 8 8 2 2 2 10 2 8 10 2 10 10 2 10 10 10 10 8 10 10 8 2 10 10 2 10 10 left_child=1 5 4 9 6 -1 13 20 28 25 27 -11 23 19 15 18 -17 -13 -10 -2 21 -4 -8 -5 -23 -3 -21 -7 -9 -6 right_child=2 3 7 12 29 10 22 8 14 11 -12 17 -14 -15 -16 16 -18 -19 -20 26 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01090750439220353 0.007857137882436107 -0.0042504423297193873 0.01426083722389963 -0.001010720971247358 0.013805670643217333 -0.0096517605587855115 0.010354284257244491 0.016237230408259563 0.015883181543622379 0.0026045692643919096 -0.0040488726552494704 -0.0019099927999729786 0.0085014082862771116 -0.0024186960024090557 0.017240557103793155 0.019159788766176904 0.021813072195708081 -0.0061558832805606025 0.019813208483113739 0.0034385891530682236 0.016631734764893949 0.0086883549197261777 0.0032773401973011378 0.0041280673130323778 0.014739670439449166 -0.006847450791755672 0.0081701102882111992 -0.0081651838561436971 0.017011917908562862 0.02160453235895449 leaf_weight=54362.540935046971 379.91749691963196 796.9154265075922 1289.5824740678072 282.34305037558079 518.01456607878208 3165.5863788276911 1014.8527174815536 20492.521699681878 965.6893260627985 450.4730171635747 609.04913425445557 930.15514784306288 354.16523642838001 192.89042577147484 3036.9940629601479 2331.1088186204433 1385.7417406141758 466.24540296941996 459.5543447881937 1235.3311035633087 535.56992256641388 294.82863633334637 88.388206578791142 298.47583404928446 147.34388250112534 1412.7212655171752 172.77052110433578 2469.5100721865892 6580.8916717916727 53.879425629973412 leaf_count=632072 1728 6066 5662 2501 2163 32845 4970 87327 4049 2510 4685 7133 2010 1340 12756 9464 5643 4007 1923 7668 2224 1413 499 1692 657 13270 1048 24251 27322 282 internal_value=0 -0.0100417 0.0159247 -0.0025196 0.00746468 -0.0106613 0.00615263 0.016749 0.0169176 -0.00407598 -0.00851733 -0.00188072 0.00423287 0.00412834 0.0185465 0.0193179 0.020149 -0.00332766 0.0171504 0.00483463 0.0141274 0.0133529 0.0097873 0.00163004 0.0107048 -0.00591083 0.00401913 -0.00900029 0.0164255 0.0145404 internal_weight=0 65598.2 41175.9 4991.49 3656.04 60606.7 3084.15 37519.8 35252.5 4056.51 6244.15 1846.87 934.984 1980.91 8179.09 5142.09 3716.85 1396.4 1425.24 1788.02 2267.32 1731.75 1103.24 580.819 442.173 2209.64 1408.1 5635.1 27073.4 571.894 internal_count=911180 733042 178138 39189 19698 693853 17253 158440 148484 32986 61781 13650 6203 11784 33835 21079 15107 11140 5972 10444 9956 7732 5469 4193 2070 19336 8716 57096 114649 2445 is_linear=0 shrinkage=0.01 Tree=89 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 10 1 1 11 10 11 11 10 10 10 11 10 11 10 11 1 10 10 11 6 6 10 6 6 6 split_gain=167917 3052.04 2856.09 836.536 872.964 515.188 503.037 376.468 516.014 655.492 322.209 207.586 193.239 177.478 170.722 188.427 134.451 128.192 112.258 101.216 79.2677 76.8654 71.2289 68.1814 67.493 63.5708 62.9632 59.5365 51.9221 51.1631 threshold=0.13270235061645502 0.0043998162727802515 0.78322452306747448 -371.49999999999994 2.9750000000000005 5.6250000000000009 -380.49999999999994 -1.0000000180025095e-35 0.99473056197166454 3.9350000000000005 0.00022280584380490002 0.026551560498774003 6.1150000000000011 3.1750000000000003 3.1750000000000003 0.99977076053619396 7.4250000000000007 0.3781151175498963 1.3750000000000002 0.036334333941340412 -375.49999999999994 3.9350000000000005 5.7950000000000008 0.97252115607261669 25.500000000000004 8.5000000000000018 2.3850000000000002 3.5000000000000004 3.5000000000000004 79.500000000000014 decision_type=2 2 2 10 10 8 10 8 2 10 2 2 8 10 10 2 8 2 10 2 10 10 10 2 2 2 10 2 2 2 left_child=1 10 3 4 18 6 13 12 9 26 -1 28 23 -3 27 -16 20 29 -2 -7 -12 -6 -11 -4 -13 -17 -9 -10 -8 -5 right_child=2 5 7 17 21 19 11 8 14 22 16 24 -14 -15 15 25 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010894036481255975 0.014670613418537379 -0.0019483804226768237 0.017838531501309315 0.0092817853005897708 -0.00080660687393967103 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26.919290140271187 2870.896973118186 256.53234155476093 906.1647819429636 435.96930712461472 3634.9639374762774 675.97238597273827 123.03534720093012 leaf_count=632072 1273 1686 4573 5082 1263 4193 5948 3231 79657 1636 15795 5786 25737 10739 1249 10093 4685 6017 1072 2010 41301 4133 134 11711 2172 3666 1797 14956 6655 858 internal_value=0 -0.0100221 0.0157985 0.00737297 0.00118443 -0.0024998 -0.00404747 0.0166235 0.0160128 0.0103785 -0.0106456 -0.00123219 0.0182707 -0.00846554 0.0163482 0.0183431 -0.00848743 0.0110618 0.0106727 0.0041833 -0.00897245 -0.00553839 -0.00216445 0.0200043 0.00205338 0.0190197 0.013785 0.0160161 -0.00378989 0.00847175 internal_weight=0 65072.4 41090.1 3664.45 1368.54 4980.91 4044.32 37425.6 27303.7 1534.13 60091.5 2470.24 10122 1574.08 25769.5 3677.87 6203.69 2295.92 567.537 936.585 5596.25 800.998 327.66 3932.21 1081.26 3376.21 1206.47 22091.7 1388.97 1042.91 internal_count=911180 733042 178138 19698 7741 39189 32986 158440 116419 6798 693853 20561 42021 12425 109621 15008 61781 11957 2345 6203 57096 5396 1770 16284 7958 13759 5028 94613 12603 5940 is_linear=0 shrinkage=0.01 Tree=90 num_leaves=31 num_cat=0 split_feature=1 6 6 2 2 5 2 2 4 2 5 2 2 6 5 2 1 5 5 5 6 6 5 4 1 6 1 1 6 1 split_gain=31365.7 7460.28 7104.49 2042.36 1743.52 1407.4 1091.65 824.915 1060.21 798.057 797.411 588.585 437.018 496.781 401.145 368.247 337.881 318.136 315.591 305.624 286.097 282.587 480.706 279.117 276.733 271.212 222.417 269.374 215.67 213.221 threshold=-1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 0.98936170212765973 0.091372912801484213 1.5000000000000002 0.77442071785552036 0.087337909992372217 24.500000000000004 0.49844720496894418 2.5000000000000004 0.019324122479462254 0.50144508670520238 1.5000000000000002 1.5000000000000002 0.66522988505747138 -140.49999999999997 5.5000000000000009 8.5000000000000018 2.5000000000000004 8.5000000000000018 33.500000000000007 5.5000000000000009 26.500000000000004 -188.49999999999997 353.50000000000006 -31.499999999999996 -30.499999999999996 2.5000000000000004 -65.499999999999986 decision_type=8 2 2 2 2 10 2 2 8 2 10 2 2 2 10 2 10 10 10 10 2 2 10 8 10 2 10 10 2 10 left_child=1 4 9 11 7 25 19 8 24 14 12 16 -11 15 28 -14 -3 -5 -16 23 -7 22 -13 -6 -1 -4 -10 -28 -2 -24 right_child=2 3 5 17 6 20 -8 -9 26 10 -12 21 13 -15 18 -17 -18 -19 -20 -21 -22 -23 29 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0040547717224704658 0.0086192849852519023 -0.0073741697482236418 0.0027493636998322979 0.0017767500755631453 -0.0055628185989207339 0.0013170968167188627 0.0036980097667137059 0.013301346681932469 0.0036285233990651852 0.012788317060004991 -0.0026830654270466985 -0.0072450335883478094 0.0057356512123000539 0.0023957510395295561 0.0031705094661784727 0.011365015417263686 0.00064147927337964447 0.012901308484540068 0.014274347782988608 -0.0070048550953412097 -0.0063608617317331443 -0.0088535485882801947 -0.0084936790821093962 -0.0019058811127627023 -0.0065784299063164145 -0.0047431658360198563 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40.7489 38.2379 38.2119 36.8926 39.5317 36.2921 40.6079 threshold=0.13270235061645502 0.0043998162727802515 0.78322452306747448 5.6250000000000009 7.6900000000000004 0.00022280584380490002 0.51461192965507518 0.97252115607261669 3.2050000000000005 0.026551560498774003 7.4250000000000007 3.2650000000000001 0.036334333941340412 0.019324122479462254 3.0250000000000004 0.99766892194747936 7.035000000000001 0.50155279503105599 1.5000000000000002 7.6450000000000005 2.5000000000000004 0.99989646673202526 4.495000000000001 0.034723896792862259 5.495000000000001 1.5000000000000002 9.0500000000000025 0.94754041967664271 0.15018796992481201 1.5000000000000002 decision_type=2 2 2 8 8 2 2 2 10 2 8 10 2 2 10 2 10 2 10 8 10 2 10 2 8 10 8 2 2 10 left_child=1 5 4 9 6 -1 13 19 17 -3 -7 -11 26 -2 -15 -10 21 -9 -13 28 -16 -17 -23 -8 -22 -18 -5 -28 -4 -30 right_child=2 3 7 12 -6 10 23 8 15 11 -12 18 -14 14 20 16 25 -19 -20 -21 24 22 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.010877509779854209 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182.01277515292168 7586.5683259367943 461.96787528693676 511.07759496569633 109.80759147554636 2269.0019614100456 1651.8597176074982 793.92288751155138 40.914079926908016 1726.4895595312119 248.94620547443628 50.133542507886887 850.87687392532825 336.99307800829411 leaf_count=632072 2414 19336 2448 2501 2445 57096 1399 83056 4958 2510 4685 7133 2010 1381 6881 4724 742 31593 4007 2126 823 9239 6691 4070 285 7481 1330 362 3786 1596 internal_value=0 -0.00999713 0.0156428 -0.00247564 0.00728234 -0.0106262 0.00599998 0.0164662 0.0166405 -0.00401648 -0.00845246 -0.00184586 0.00415191 0.00401974 0.00282336 0.0181645 0.0185542 0.0161765 -0.00327673 0.0137844 0.00167043 0.0193007 0.0197922 0.0095488 -0.00338004 0.0165689 0.00161568 0.00406155 0.0130282 0.0120298 internal_weight=0 64342.8 40930.8 4966.22 3669.71 59376.5 3097.08 37261.1 34987 4029.42 6152.69 1840.47 936.798 1987.85 1507.43 8166.67 6984.22 26820.3 1389.34 2274.1 1207.22 5075.71 3920.86 1109.23 150.722 1908.5 580.703 299.08 1763.03 1187.87 internal_count=911180 733042 178138 39189 19698 693853 17253 158440 148484 32986 61781 13650 6203 11784 9370 33835 28877 114649 11140 9956 7989 20654 15930 5469 1108 8223 4193 1692 7830 5382 is_linear=0 shrinkage=0.01 Tree=92 num_leaves=31 num_cat=0 split_feature=46 0 3 0 3 18 3 3 3 18 0 4 4 3 3 3 4 3 3 3 3 4 3 3 3 3 4 3 4 4 split_gain=18894.4 5208.85 4863.04 2780.13 2750.04 1748.27 1459.45 1754.99 1017.87 682.218 566.307 534.232 483.497 479.966 676.421 1293.18 392.277 382.879 593.961 356.625 443.98 333.991 361.754 260.146 205.828 813.832 200.141 198.313 177.704 143.783 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.091229193341869366 1.0000000180025095e-35 0.25108695652173912 1.0000000180025095e-35 0.90501253132832093 0.90943267259056748 0.97385509227614497 1.0000000180025095e-35 1.0000000180025095e-35 27.500000000000004 27.500000000000004 0.99938118811881205 0.52013513513513521 0.49341991341991348 24.500000000000004 0.33248299319727892 0.33477011494252878 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1696.38 1494.47 929.323 860.87 811.803 927.961 878.113 654.745 653.759 644.561 625.509 532.649 436.603 402.231 297.617 295.683 291.603 268.617 250.883 498.581 248.234 238.947 236.101 229.058 threshold=3.3550000000000004 1.0000000180025095e-35 3.3550000000000004 1.0000000180025095e-35 1.0000000180025095e-35 6.2150000000000007 8.4800000000000022 4.495000000000001 2.3350000000000004 1.0000000180025095e-35 0.091372912801484213 8.1200000000000028 0.90943267259056748 1.0000000180025095e-35 1.0000000180025095e-35 5.3550000000000013 0.22271825396825398 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.205000000000001 1.0000000180025095e-35 3.5950000000000002 0.13712060166532367 7.035000000000001 6.9850000000000012 1.0000000180025095e-35 0.51630627437079057 3.1750000000000003 9.7700000000000014 decision_type=10 2 8 2 2 10 10 10 10 2 2 10 2 2 2 10 2 2 2 2 10 2 10 2 10 10 2 2 10 10 left_child=1 8 19 4 15 7 10 9 -1 13 12 16 -7 22 -9 -2 -12 -8 23 -3 -6 -11 -5 -4 25 -18 -16 -15 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59230.4 10029.7 49200.6 26948.4 9596.83 5383.71 4214.5 1169.21 4605.73 39603.8 2872.74 3704.81 4646.04 4705.46 5373.58 5300.35 4991.1 3551.4 2489.67 3477.86 1894.48 37981 1054.33 8842.46 4485.8 internal_count=911180 188401 65847 722779 62918 659861 107438 552423 122554 91939 49541 41867 7674 35844 460484 17983 38929 57897 22963 42884 44935 56095 29934 13298 37678 18736 447462 5910 42254 56957 is_linear=0 shrinkage=0.01 Tree=94 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 1 11 11 11 6 5 1 11 11 5 11 2 6 3 11 6 6 6 11 11 3 5 3 6 2 split_gain=159955 3036.54 2741.82 851.223 532.477 383.579 520.435 326.281 247.625 135.21 127.923 98.7281 87.4633 82.1498 82.0197 69.6842 69.4539 71.1796 60.8941 56.6186 56.5807 55.0572 52.876 52.4732 48.5801 47.7314 45.8622 44.686 40.2518 39.7459 threshold=0.13270235061645502 0.0043998162727802515 0.78322452306747448 -371.49999999999994 -390.49999999999994 -1.0000000180025095e-35 0.99473056197166454 0.00025326936156485003 0.026551560498774003 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num_leaves=31 num_cat=0 split_feature=6 46 46 3 3 3 3 0 18 3 3 3 6 6 18 6 18 3 3 0 6 6 6 6 6 0 3 6 3 3 split_gain=23725.3 9206.16 2911.93 2162.31 1457.43 983.665 1381.56 1326.44 754.259 753.006 641.592 634.688 595.492 587.861 419.816 406.634 365.557 355.258 350.487 285.468 279.985 263.488 258.911 257.832 255.124 236.295 236.44 233.132 304.082 263.354 threshold=3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.51530771633864425 0.90501253132832093 0.29429808733309276 1.0000000180025095e-35 1.0000000180025095e-35 0.49341991341991348 0.33477011494252878 0.90943267259056748 1.5000000000000002 24.500000000000004 1.0000000180025095e-35 23.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.78598691384950936 1.0000000180025095e-35 2.5000000000000004 34.500000000000007 1.5000000000000002 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 0.99938118811881205 4.5000000000000009 0.72509541984732839 0.75103305785123975 decision_type=2 2 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2480.95 internal_count=911180 188401 65847 722779 128802 593977 492466 72671 122554 66425 101511 36989 20143 42254 13709 6290 40536 43608 22963 56131 42884 60975 26884 16724 31123 29436 3476 6434 448858 13298 is_linear=0 shrinkage=0.01 Tree=97 num_leaves=31 num_cat=0 split_feature=10 1 6 10 1 10 1 10 1 10 6 1 3 1 3 0 10 1 0 0 10 0 1 3 3 3 1 1 1 1 split_gain=67046.3 6836.92 2991.23 2563.67 3367.82 2503.05 1931.9 1173.25 878.027 804.512 687.448 549.825 461.034 974.018 530.094 433.298 407.308 426.597 401.104 398.063 381.815 366.11 269.633 264.379 258.387 250.637 216.818 225.941 220.098 223.108 threshold=3.3550000000000004 -32.499999999999993 30.500000000000004 6.0550000000000006 -71.499999999999986 1.6450000000000002 -45.499999999999993 4.495000000000001 -361.49999999999994 2.3350000000000004 1.0000000180025095e-35 -32.499999999999993 1.0000000180025095e-35 -40.499999999999993 0.99938118811881205 1.0000000180025095e-35 4.2350000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.9850000000000012 1.0000000180025095e-35 -371.49999999999994 0.68199436222692045 0.98843892007484635 0.96580946814728241 -265.49999999999994 -124.49999999999999 -146.49999999999997 -208.49999999999997 decision_type=10 8 2 10 8 10 10 10 10 10 2 10 2 8 2 2 10 8 2 2 10 2 10 2 2 2 10 10 10 10 left_child=1 5 3 7 10 18 20 8 21 -3 26 -11 13 15 -14 -9 17 -4 25 -7 23 -2 -16 -6 -10 -1 -5 28 29 -28 right_child=2 9 16 4 6 19 -8 12 24 11 -12 -13 14 -15 22 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0052465792243678571 -0.0011904589040063291 0.014541971811779833 -0.0080259228427356707 0.0097369017912924457 0.0085236174791533965 -0.0033948883653867785 -0.0084922463763351594 0.006143245577599531 -0.0058052495227477524 0.011332474411617426 -0.0078483499069826566 -0.0022674403277002232 -0.0075718873137063207 -0.0086007192671245167 -0.0079950371798922955 -0.0025684940930657085 -0.0093947203709450599 0.0012763133621563252 0.012487822669485144 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1613 1005 2912 1385 internal_value=0 0.0108181 -0.00604509 -0.00449268 0.00072658 0.00350329 0.00776556 -0.00563181 -0.00219835 0.0133678 -0.00546687 0.0108471 -0.00659724 -0.00373285 -0.00717984 0.000552294 -0.00896118 -0.00486848 0.00881472 -0.0014704 0.011052 0.00158242 -0.00129015 0.00566938 -0.00518795 0.00643143 0.00155765 -0.000990139 -0.00378687 0.00108518 internal_weight=0 36657.6 66075.4 43119.9 7725.14 9474.98 3615.76 35394.8 7768.09 27182.6 4109.38 8637.93 27626.7 4669.41 22957.3 2483.34 22955.5 2198.75 4581.93 4893.06 3007.76 3430.17 1432.78 916.353 4337.92 2778.86 1040.44 793.326 622.394 372.416 internal_count=911180 188401 722779 429934 68807 64873 23038 361127 66915 123528 45769 40715 294212 37889 256323 18968 292845 23691 24152 40721 15521 22281 11140 5565 44634 15951 8344 6915 5910 2998 is_linear=0 shrinkage=0.01 Tree=98 num_leaves=31 num_cat=0 split_feature=10 6 10 10 10 10 3 10 10 10 6 2 6 10 6 2 10 6 10 10 10 10 2 10 2 3 10 10 6 3 split_gain=65941.9 3295.46 2313.3 2061.34 1915.33 1870.72 1721.53 708.211 640.193 470.345 447.779 435.881 382.476 377.719 371.675 370.037 324.748 317.303 392.521 382.889 356.959 924.395 277.028 252.282 248.933 242.429 191.566 294.345 178.868 172.187 threshold=3.1750000000000003 4.5000000000000009 2.2250000000000005 6.0550000000000006 3.8350000000000004 8.4800000000000022 1.0000000180025095e-35 3.5950000000000002 5.4150000000000009 7.0450000000000008 30.500000000000004 1.0000000180025095e-35 28.500000000000004 2.8250000000000006 1.0000000180025095e-35 0.34387500000000004 4.5750000000000011 20.500000000000004 6.9850000000000012 7.035000000000001 4.995000000000001 4.9850000000000012 0.58847248576850109 8.8300000000000018 0.30795574288724981 0.97385509227614497 4.4750000000000005 4.495000000000001 1.5000000000000002 0.55594679186228502 decision_type=10 2 10 10 10 10 2 10 10 10 2 2 2 10 2 2 10 2 10 10 10 10 2 10 2 2 10 10 2 2 left_child=2 3 10 4 29 9 8 -8 -3 22 -1 -6 17 -4 23 -11 26 -9 20 -20 21 -19 -5 -7 -12 -14 -13 -28 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10050.96415348351 657.57291407883167 1224.3888088688254 544.00675604492426 2546.1925857588649 21713.803588792682 2987.136951841414 905.11982037127018 242.42136263847351 13061.338277071714 548.73801977187395 122.70239166915417 372.81230752915144 1333.996022105217 293.35997530817986 602.96360287070274 162.63771479576826 1031.185650087893 743.68580690771341 298.18265860527754 472.5173252299428 2347.1545597761869 1152.6446132957935 leaf_count=99773 17907 5973 30689 7384 41960 438 14153 121870 3245 5834 3786 24196 283113 16973 11552 1942 140667 6533 498 3837 16759 1884 3206 1697 5528 8266 1771 4437 16247 9062 internal_value=0 -0.00574105 0.0112549 -0.0032468 -0.00430994 0.00326868 -0.00768659 -0.0080985 0.00326811 0.00744308 0.0130509 -0.00546965 -0.00839345 0.00750931 -0.00746637 0.011495 -0.00627683 -0.00700814 -0.00394499 0.0040876 -0.00577408 -0.000676476 0.00358114 0.00298119 0.00790307 -0.00917825 -0.00348256 0.000885574 0.00558791 0.0021455 internal_weight=0 67910.1 34387.6 29758.6 25584 4174.58 38151.5 36769 1382.56 3005.77 23242.7 21687.8 35180.1 11144.9 1168.81 1466.81 16378.2 12722.6 2671.61 495.515 2176.09 842.098 1538.95 263.691 1575.19 22457.5 3316.89 770.7 5334.29 3896.18 internal_count=911180 738184 172996 272053 240000 32053 466131 456913 9218 18366 109087 213031 442760 63909 13687 7776 171071 151381 29511 4335 25176 8417 10590 2135 9314 291379 30404 6208 33220 26969 is_linear=0 shrinkage=0.01 Tree=99 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 10 1 11 10 11 11 10 10 11 10 10 5 11 10 5 1 10 10 11 10 10 3 10 4 split_gain=153150 3026.4 2592.5 872.399 774.763 545.891 601.84 405.307 514.218 594.331 327.662 243.415 218.472 176.914 193.568 145.601 126.28 120.308 80.1168 79.9589 77.4648 77.2705 68.2884 66.8859 63.9052 62.2557 48.1266 45.1813 42.6194 48.8148 threshold=0.13270235061645502 0.0043998162727802515 0.78322452306747448 -371.49999999999994 2.4350000000000005 -390.49999999999994 2.3350000000000004 -1.0000000180025095e-35 0.99473056197166454 3.9350000000000005 0.00025326936156485003 0.026551560498774003 6.1150000000000011 3.3250000000000006 0.99977076053619396 3.9350000000000005 6.2150000000000007 1.5000000000000002 0.51461192965507518 5.6250000000000009 1.5000000000000002 -371.49999999999994 5.7950000000000008 3.1750000000000003 0.94052824378013633 2.3850000000000002 6.5450000000000008 0.96784532671629464 9.0500000000000025 26.500000000000004 decision_type=2 2 2 10 10 10 10 8 2 10 2 2 8 10 2 10 8 10 2 8 10 10 10 10 2 10 10 2 10 10 left_child=1 10 3 4 -2 6 -3 12 9 25 -1 19 24 -10 -15 -6 21 18 28 -7 27 -12 -11 -8 -4 -9 -17 -13 29 -5 right_child=2 5 7 17 15 11 23 8 13 22 16 20 -14 14 -16 26 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010815776556577204 0.012249803482533976 0.008755729092599281 0.016854988951982224 0.0049075108746004219 0.00045771333392639543 -0.0035229331777883932 -0.0043707982877573322 0.01471486080461392 0.015354284385509736 -0.0036154193010407734 -0.010660557110854892 0.0039999113830485955 0.016502457978395804 0.0096452805846012155 0.018644793357990568 -0.0078595725621488106 -0.0043350076476514447 0.0070144127700641013 0.015046287149099769 0.0014894499640567666 -0.00045213354105891855 -0.0079874856119213633 0.012944422441099539 -0.010011825899028636 0.020133212722500904 0.0099538026028313017 0.015649148301954931 0.010766207848050418 0.022852078776005702 0.01112802509631616 leaf_weight=51188.98384450376 412.41999514400959 216.04493345320225 729.84211604297161 146.98008362203836 396.57160359621048 1352.2305891439319 251.82821880280972 748.69217310845852 21842.568151846528 300.88467647135258 1593.3477344885468 872.41582033038139 6074.4664445370436 260.69899207353592 2871.223742172122 543.86979123204947 709.21271884441376 589.5687827989459 641.42861293256283 416.21663529425859 400.40270369499922 3365.8140253871679 27.148948788642883 1271.3385895937681 3210.1534457802773 433.76480250060558 8.8498789072036725 111.27341224998236 27.533783927559853 890.30324427783489 leaf_count=635547 1691 925 3164 834 1917 12667 1299 3231 96761 1636 14794 6059 25737 1082 11778 4075 5856 3355 2912 3131 3238 37656 134 11220 13120 1797 58 650 155 4701 internal_value=0 -0.0099138 0.015174 0.00714743 0.000805963 -0.00236619 -0.00686373 0.0159783 0.0153303 0.00966448 -0.0105632 0.000115037 0.017692 0.015673 0.0178957 -0.00416582 -0.00828188 0.0109087 0.0122544 -0.00234323 0.00325596 -0.00884633 -0.00224488 -0.00907918 0.019526 0.0129683 -0.00748316 0.0047653 0.0105725 0.0102466 internal_weight=0 61749.1 40157 3657.53 1361.71 4891.75 1739.21 36499.4 26485 1510.49 56857.4 3152.54 10014.5 24974.5 3131.92 949.291 5668.37 2295.81 1706.25 1768.45 1384.09 4959.16 328.034 1523.17 3940 1182.46 552.72 983.689 1064.82 1037.28 internal_count=911180 733042 178138 19698 7741 39189 13444 158440 116419 6798 693853 25745 42021 109621 12860 6050 58306 11957 8602 15798 9947 52450 1770 12519 16284 5028 4133 6709 5690 5535 is_linear=0 shrinkage=0.01 Tree=100 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 10 1 11 10 11 11 10 10 10 11 10 5 1 10 11 5 10 10 11 6 10 6 6 10 split_gain=150842 3021.39 2581.89 847.041 760.448 538.878 593.176 380.573 510.8 494.112 330.13 238.467 202.339 143.773 130.971 294.358 126.642 116.925 78.8524 78.6221 78.3381 75.5839 69.9811 66.8768 64.6468 62.7919 62.3325 61.2794 55.8528 55.0325 threshold=0.13270235061645502 0.0043998162727802515 0.78322452306747448 -371.49999999999994 2.4350000000000005 -390.49999999999994 2.3350000000000004 -1.0000000180025095e-35 0.98755538463592529 3.9950000000000006 0.00022280584380490002 0.026551560498774003 6.1150000000000011 3.9350000000000005 3.1750000000000003 0.99977076053619396 6.2150000000000007 1.5000000000000002 -371.49999999999994 5.6250000000000009 0.51461192965507518 1.5000000000000002 2.3850000000000002 3.1750000000000003 0.98755538463592529 96.500000000000014 4.0250000000000012 8.5000000000000018 3.5000000000000004 5.535000000000001 decision_type=2 2 2 10 10 10 10 8 2 10 2 2 8 10 10 2 8 10 10 8 2 10 10 10 2 2 10 2 2 10 left_child=1 10 3 4 -2 6 -3 12 9 22 -1 19 24 -6 28 26 18 20 -12 -7 25 -13 -9 -8 -4 -5 -16 -17 -10 -28 right_child=2 5 7 17 13 11 23 8 14 -11 16 21 -14 -15 15 27 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=-0.010810761503844137 0.012140249093272633 0.0086550103508625416 0.017517165304322197 0.011151684325208567 0.00045306771092561263 -0.0034969019630159992 -0.0043357376761300435 0.014506665663990686 0.015007071538879146 -0.0033906034615389271 -0.01066225984785457 0.004704442338736005 0.016382578170232878 -0.0074457282667341517 0.013707061275359617 0.017401125509371188 -0.0044600805102535902 0.0069206970905238878 -0.0080244156782590618 0.0014731862317749606 0.014832066409013953 -0.00044774995604701168 0.0087102740897219214 -0.0099844597717644 0.020214692628149719 0.0024177004653051066 0.0027955050888422211 0.020444671562677642 0.016371831794468598 0.014135508328423488 leaf_weight=50428.497461289167 411.98246501386166 216.37180790305138 1350.1877748072147 979.91484665125608 396.63121914863586 1348.6915630996227 251.32848025858402 541.83447740972042 17898.090648815036 260.90667381882668 1668.9225674718618 986.43495077639818 6057.810594573617 549.95940634608269 168.06018035113811 2431.4020633846521 744.00785975158215 591.5666973143816 3530.4885216876864 416.60154040902853 644.1719331741333 400.28014609962702 338.35780346393585 1262.1211792305112 2597.6474472135305 89.863744080066681 168.97742773592472 908.80711454153061 3602.220845669508 57.308996886014938 leaf_count=632072 1691 925 5735 5085 1917 12667 1299 2325 80651 1473 15654 6709 25737 4133 687 10093 6221 3355 39906 3131 2912 3238 1407 11220 10549 605 719 3666 15158 240 internal_value=0 -0.00989447 0.0150642 0.0070631 0.000799679 -0.00234742 -0.00683226 0.01587 0.0152401 0.0086958 -0.010548 0.000113861 0.0175306 -0.00413605 0.015536 0.0172646 -0.00831894 0.010754 -0.00887112 -0.00232398 0.012077 0.00321724 0.0122785 -0.00904641 0.0192921 0.010418 0.00909373 0.0182292 0.0152357 0.00566746 internal_weight=0 61253.7 40045.7 3664.09 1358.57 4881.83 1729.82 36381.6 26376 1141.1 56371.9 3152.01 10005.6 946.591 25234.9 3734.56 5943.42 2305.52 5199.41 1765.29 1713.95 1386.72 880.192 1513.45 3947.84 1069.78 394.347 3340.21 21500.3 226.286 internal_count=911180 733042 178138 19698 7741 39189 13444 158440 116419 5205 693853 25745 42021 6050 111214 15405 61781 11957 55560 15798 8602 9947 3732 12519 16284 5690 1646 13759 95809 959 is_linear=0 shrinkage=0.01 Tree=101 num_leaves=31 num_cat=0 split_feature=10 1 6 10 1 10 1 10 1 10 2 1 6 1 10 1 0 0 10 0 0 2 2 1 10 2 1 1 1 1 split_gain=62936.8 6589.95 2910.94 2422.12 3171.85 2341.51 1810.51 1126.26 834.674 780.694 741.119 994.802 655.449 522.712 404.34 415.286 381.994 375.927 363.786 342.682 314.682 308.224 267.677 247.89 304.385 219.624 211.539 310.059 203.935 214.098 threshold=3.3550000000000004 -32.499999999999993 30.500000000000004 6.0550000000000006 -71.499999999999986 1.6450000000000002 -45.499999999999993 4.495000000000001 -361.49999999999994 2.3350000000000004 1.0000000180025095e-35 -37.499999999999993 1.0000000180025095e-35 -32.499999999999993 4.2350000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.9850000000000012 1.0000000180025095e-35 1.0000000180025095e-35 0.012270400481782552 0.034723896792862259 -60.499999999999993 6.2550000000000008 0.028778467908902653 -64.499999999999986 -65.499999999999986 -265.49999999999994 -124.49999999999999 decision_type=10 8 2 10 8 10 10 10 10 10 2 8 2 10 10 8 2 2 10 2 2 2 2 8 10 2 10 10 10 10 left_child=1 5 3 7 12 16 18 8 19 -3 11 20 28 -11 15 -4 22 -7 23 -2 -9 -10 -1 -6 -25 -16 27 -24 -5 -30 right_child=2 9 14 4 6 17 -8 10 21 13 -12 -13 -14 -15 25 -17 -18 -19 -20 -21 -22 -23 26 24 -26 -27 -28 -29 29 -31 leaf_value=0.012752979284307273 -0.0011435009989938468 0.01422420789387561 -0.0079284425055567171 0.0094218443872548588 0.01115098355252578 -0.0033829656072465902 -0.0084034493909776239 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332.8845731317997 19345.320288613439 619.83216609060764 712.55853251367807 612.18977113813162 170.40483305603266 leaf_count=2279 14482 82813 17888 1429 2168 30496 7517 8516 6048 38181 253743 18835 37425 2534 8721 5803 8201 10225 9956 7799 13118 38586 5372 1342 2055 260433 3369 4931 5910 1005 internal_value=0 0.010524 -0.00595129 -0.0044085 0.000711736 0.00332999 0.00758172 -0.00552881 -0.00214276 0.0130543 -0.00648889 -0.00300003 -0.00537906 0.0105627 -0.00887698 -0.00475694 0.00847543 -0.0015008 0.0107612 0.00155854 0.000886299 -0.00508936 0.00614857 0.00549048 0.000672353 -0.00931773 0.00468558 0.00281266 0.00150155 -0.000999075 internal_weight=0 36202.8 64491.1 42224.9 7580.24 9420.07 3562.26 34644.7 7653.16 26782.7 26991.5 4967.99 4017.98 8557.77 22266.2 2151.81 4561.48 4858.59 2971.27 3392.17 2831.95 4260.99 2770.35 908.92 490.994 20114.4 2267.96 1648.13 1029.68 782.595 internal_count=911180 188401 722779 429934 68807 64873 23038 361127 66915 123528 294212 40469 45769 40715 292845 23691 24152 40721 15521 22281 21634 44634 15951 5565 3397 269154 13672 10303 8344 6915 is_linear=0 shrinkage=0.01 Tree=102 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 10 1 11 10 11 11 10 10 11 10 10 11 10 1 10 5 10 11 10 5 5 6 6 6 split_gain=147392 3015.32 2531.96 835.506 734.407 538.064 575.48 369.649 505.25 563.12 332.546 233.801 199.486 165.558 187.081 137.933 124.852 115.039 86.7487 79.4165 76.2303 73.2459 66.0387 64.1224 62.0555 60.1431 58.404 56.2316 55.1709 48.0522 threshold=0.13270235061645502 0.0043998162727802515 0.78322452306747448 -371.49999999999994 2.4350000000000005 -390.49999999999994 1.8450000000000004 -1.0000000180025095e-35 0.99473056197166454 3.9350000000000005 0.00022280584380490002 0.026551560498774003 6.1150000000000011 3.3250000000000006 0.99977076053619396 3.9350000000000005 6.2150000000000007 0.3781151175498963 3.1750000000000003 -371.49999999999994 5.6250000000000009 1.5000000000000002 5.7950000000000008 0.98755538463592529 2.3850000000000002 1.5000000000000002 2.5000000000000004 3.5000000000000004 8.5000000000000018 3.5000000000000004 decision_type=2 2 2 10 10 10 10 8 2 10 2 2 8 10 2 10 8 2 10 10 8 10 10 2 10 10 10 2 2 2 left_child=1 10 3 4 -2 6 -3 12 9 24 -1 20 23 27 -15 -6 19 25 -8 -12 29 -13 -11 -4 -9 -5 -19 -10 -16 -7 right_child=2 5 7 17 15 11 18 8 13 22 16 21 -14 14 28 -17 -18 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01079256257196836 0.011908878144139745 0.0099767185582973639 0.017335446231003776 0.009614640775186695 0.00036839669300354171 -0.0016178241258414359 -0.0038486327783570679 0.014447906487424037 0.014890757387807003 -0.0035208568764350003 -0.010638936465796611 0.0046806216318815829 0.016209568549864776 0.0094783288126147665 0.017461892833481565 -0.007378497294407307 -0.004444084016929536 0.013396269162620187 -0.0099473355435178521 -0.0079776397455663239 0.0014621834023438025 -0.00039841490819201994 0.012740296995375669 0.020019837125791015 0.0096815913699257808 0.004146110764799104 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47.426 45.4513 45.3414 39.6568 37.2156 threshold=0.13270235061645502 0.0043998162727802515 0.78322452306747448 -371.49999999999994 2.4350000000000005 -390.49999999999994 2.3350000000000004 -1.0000000180025095e-35 0.98755538463592529 3.6650000000000005 0.00022280584380490002 0.026551560498774003 6.1150000000000011 3.9350000000000005 6.2150000000000007 3.1750000000000003 0.99977076053619396 0.3781151175498963 -371.49999999999994 5.6250000000000009 0.94052824378013633 3.1750000000000003 4.0250000000000012 2.3850000000000002 5.535000000000001 6.5450000000000008 4.9450000000000012 5.6250000000000009 0.068259380757808671 2.3350000000000004 decision_type=2 2 2 10 10 10 10 8 2 10 2 2 8 10 8 10 2 2 10 8 2 10 10 10 10 10 10 8 2 8 left_child=1 10 3 4 -2 6 29 12 9 23 -1 19 20 -6 18 -10 22 -5 -12 -7 -4 -8 -17 -9 26 -15 -24 28 -13 -3 right_child=2 5 7 17 13 11 21 8 15 -11 14 27 -14 25 -16 16 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010780116701916493 0.011804563121441534 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1267.9805962592363 3470.5805145427585 416.82123705744743 3220.9513834565878 1239.4190087392926 103.88779810070992 299.38599376380444 57.381318107247353 8.8582212626934034 65.127796232700348 317.01076459139585 445.04202406108379 132.18949779868126 leaf_count=632072 1691 383 3164 5940 1917 12667 1299 2325 95809 1653 15654 4976 25737 4075 6221 687 13759 6017 39906 3131 13120 11220 438 1227 240 58 281 1948 3023 542 internal_value=0 -0.00984697 0.0148091 0.00691108 0.000747375 -0.00229403 -0.0067815 0.0156138 0.0150065 0.00849857 -0.0105115 0.0001464 0.0172015 -0.00408164 -0.00824879 0.0153025 0.0169679 0.0104986 -0.0088042 -0.00225613 0.0188792 -0.00898154 0.00892682 0.0123346 0.00558084 -0.00734115 0.00276416 0.00318104 0.00219783 0.0083092 internal_weight=0 59971.6 39689.3 3669.95 1350.2 4849.95 1708.45 36019.3 26053.7 1133.23 55121.7 3141.5 9965.66 939.77 5848.86 24920.4 3718.89 2319.75 5109.09 1753.36 3958.33 1491.07 394.007 835.282 226.397 542.254 169.016 1388.14 1071.12 217.38 internal_count=911180 733042 178138 19698 7741 39189 13444 158440 116419 5205 693853 25745 42021 6050 61781 111214 15405 11957 55560 15798 16284 12519 1646 3552 959 4133 719 9947 7999 925 is_linear=0 shrinkage=0.01 Tree=104 num_leaves=31 num_cat=0 split_feature=10 1 10 10 10 1 10 1 10 1 1 10 1 1 10 10 1 1 5 5 1 1 10 10 46 10 10 10 1 1 split_gain=60119.6 6316.7 2222.25 1617.51 2262.87 2780.74 1614.52 1239.85 766.961 764.814 543.477 1146.54 496.288 363.851 300.692 269.214 257.347 224.224 223.048 206.582 197.062 475.725 180.688 174.177 316.42 259 170.1 708.163 680.406 382.86 threshold=3.3550000000000004 -32.499999999999993 1.6450000000000002 6.0750000000000011 9.0500000000000025 -70.499999999999986 4.495000000000001 -1.0000000180025095e-35 2.3350000000000004 -59.499999999999993 -287.49999999999994 7.6900000000000004 -32.499999999999993 -147.49999999999997 3.5950000000000002 4.4750000000000005 -53.499999999999993 -49.499999999999993 1.5000000000000002 1.5000000000000002 -64.499999999999986 -65.499999999999986 2.7350000000000008 5.5950000000000006 1.0000000180025095e-35 5.6050000000000013 4.995000000000001 4.9850000000000012 -2.4999999999999996 -380.49999999999994 decision_type=10 8 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 2 10 10 10 8 10 left_child=1 2 19 6 5 10 7 -2 -3 -7 11 -5 -10 -6 -9 -16 -11 -18 23 20 21 -1 -4 26 -25 -26 27 -8 -29 -28 right_child=3 8 22 4 13 9 18 14 12 16 -12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 24 25 -27 29 28 -30 -31 leaf_value=0.0087780914804274322 -0.0059601549911698923 0.013997997934606234 0.0013863030280419739 -0.0041206998163169466 0.0083077676669759994 0.012231444805709946 -0.0069371127735218417 0.0056997736052495441 0.01081475743575969 -0.012992497958055498 -0.0060652115283270228 0.013417873138217962 -0.0022223105505272656 -0.0091145434326237226 -0.001408254261462735 0.008798010125638047 0.01584052886483488 -0.00038253789722298489 -0.0084134836492801776 0.011292074692535341 0.01023184250185513 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294.117 268.045 114.431 109.947 92.0272 81.4873 74.1261 70.9648 64.8856 64.7304 65.0415 59.84 58.5023 55.9286 53.4181 50.5845 49.1577 44.1064 42.7481 34.5261 37.0819 34.5106 32.8598 threshold=0.13270235061645502 0.0035319819580763002 0.78322452306747448 -371.49999999999994 -390.49999999999994 -1.0000000180025095e-35 0.99473056197166454 0.00022280584380490002 0.026551560498774003 8.5000000000000018 1.5000000000000002 -385.49999999999994 0.51461192965507518 0.51461192965507518 1.5000000000000002 0.94052824378013633 0.89596861471861489 2.5000000000000004 96.500000000000014 1.5000000000000002 0.026551560498774003 833.50000000000011 0.0013712961226701001 1.5000000000000002 0.94052824378013633 0.12560679611650488 0.10022831050228312 0.087337909992372217 1.5000000000000002 1.5000000000000002 decision_type=2 2 2 10 10 8 2 2 2 2 10 10 2 2 10 2 2 2 2 10 2 2 2 2 2 2 2 2 2 10 left_child=1 7 3 12 20 16 15 -1 19 -8 13 -9 -2 18 -10 -7 17 26 -5 25 -3 24 -13 -12 29 -6 27 -4 -22 -19 right_child=2 4 5 10 8 6 9 11 14 -11 23 22 -14 -15 -16 -17 -18 21 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010762190959244773 -0.0011433824243580345 -0.0085899976076472002 0.016683072811798587 0.010789727165174842 0.0014959017833108344 0.0064497089247100249 0.014932766308758528 -0.010364672320758819 0.0046265951269669602 0.016912358605603344 0.0098222542623450856 -0.0082358813387489998 0.0039843683424727501 0.014353263403313995 -0.00037564589002115159 0.010811736152501861 0.015118077163090767 0.017925452498845557 0.002291143486605265 -0.0050877217574583269 -0.0031231232861140602 0.0011156700352134979 -0.0057467597817987262 0.004055239639592036 0.019530737759034567 -0.0024757227801405833 0.01766215862100581 0.01404936899256376 -0.0071642647070723452 0.011439853159759088 leaf_weight=48581.341001950204 860.25132496654987 946.20397384464741 2679.5190120786428 988.97411750257015 374.20308940857649 529.45897763967514 20955.918187886477 1563.2870740965009 988.68962856382132 3392.8289624154568 273.09738525748253 2735.2923940867186 484.42818223685026 649.51208055019379 397.67906219512224 958.1159061640501 1488.8136083483696 221.27667161822319 90.426623456180096 620.22208018600941 442.62031151354313 16.926012188196182 1163.8267594948411 322.16778418421745 1938.4024846404791 982.70763918012381 2801.9634554088116 667.84322547912598 404.39255675673485 120.7510105073452 leaf_count=632072 5243 8117 11229 5085 2936 2510 95394 14875 6709 14227 1381 31342 2498 2912 3238 4288 6384 977 605 6211 2861 75 12214 1974 7956 9097 11610 3247 3370 543 internal_value=0 -0.0098187 0.0146683 0.00685118 -0.00252316 0.01547 0.0148661 -0.0105148 -0.000179509 0.0152086 0.0104077 -0.00831479 0.000703918 0.011684 0.00319171 0.0092592 0.0170406 0.0173795 0.0100778 -0.00254341 -0.00691909 0.0188152 -0.00749292 0.00670105 0.0189466 -0.00138044 0.0168432 0.0161576 -0.0050525 0.0156357 internal_weight=0 59200.5 39440.7 3668.86 5156.72 35771.8 25836.3 54043.7 3363.5 24348.7 2324.18 5462.41 1344.68 1728.91 1386.37 1487.57 9935.5 8446.68 1079.4 1977.13 1793.22 2297.36 3899.12 595.265 2280.43 1356.91 6149.33 3347.36 847.013 342.028 internal_count=911180 733042 178138 19698 42539 158440 116419 690503 28191 109621 11957 58431 7741 8602 9947 6798 42021 35637 5690 18244 14348 9551 43556 3355 9476 12033 26086 14476 6231 1520 is_linear=0 shrinkage=0.01 Tree=106 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 6 5 5 11 6 3 3 5 3 6 6 11 11 3 5 3 3 11 3 11 3 3 3 split_gain=139821 3004.92 2468.29 332.128 221.544 195.829 173.215 152.4 86.044 66.704 58.2712 53.5336 57.9676 48.5187 41.58 35.5205 36.3666 32.9734 32.1289 30.4861 30.3019 34.5236 29.5504 28.4332 27.14 26.8803 25.7019 25.6327 23.295 21.5998 threshold=0.13270235061645502 0.0023884368129074005 0.78322452306747448 0.026551560498774003 0.00017857718921725002 0.51461192965507518 0.97252115607261669 6.5000000000000009 2.5000000000000004 1.5000000000000002 0.0089773964136838514 47.500000000000007 0.98004975124378124 0.091229193341869366 2.5000000000000004 0.96446608946608958 32.500000000000007 2.5000000000000004 0.2688089013099671 0.00099748477805400022 0.84654631083202525 1.5000000000000002 0.51234756097560985 0.95030864197530873 0.94052824378013633 0.99938118811881205 0.068259380757808671 0.94701754385964931 0.091229193341869366 0.95469208211143708 decision_type=2 2 2 2 2 2 2 2 10 10 2 2 2 2 8 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 left_child=1 4 5 10 -1 8 20 22 11 15 27 18 -13 -9 29 16 26 -17 -2 -6 21 -4 -8 -12 -23 -14 -5 28 -3 -7 right_child=2 3 6 9 19 14 7 13 -10 -11 23 12 25 -15 -16 17 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010763183073414381 0.0048525058735961035 -0.0040468692216603574 0.01303818874988978 0.00016543704947062787 -0.0091057637087465157 0.00986001921105213 0.015042626785674407 0.014702201916497758 -0.00097131201621456019 -0.0025764678736254808 -0.003794531484959885 0.00080420374215637008 0.030452394350156436 0.017374373265957317 0.0042378905305471308 0.0023911454171115518 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split_gain=137758 3003.41 2464.2 778.412 699.646 533.074 573.473 332.772 306.294 504.031 619.569 223.402 168.328 165.029 136.613 108.099 96.9146 89.1603 86.3403 72.6568 71.4667 68.0181 66.8999 62.6158 58.053 58.0276 57.3046 54.4448 49.1226 46.3517 threshold=0.13270235061645502 0.0023884368129074005 0.78322452306747448 -385.49999999999994 2.4350000000000005 -390.49999999999994 2.3350000000000004 0.026551560498774003 -1.0000000180025095e-35 0.99766892194747936 3.9350000000000005 0.00017857718921725002 3.3250000000000006 6.1150000000000011 3.9350000000000005 1.5000000000000002 0.99977076053619396 5.6250000000000009 6.2550000000000008 6.4450000000000012 0.51461192965507518 1.5000000000000002 0.98755538463592529 3.1750000000000003 -375.49999999999994 2.4350000000000005 105.50000000000001 0.0089773964136838514 1.5000000000000002 3.5000000000000004 decision_type=2 2 2 10 10 10 10 2 8 2 10 2 10 8 10 10 2 8 8 10 2 10 2 10 10 10 2 2 2 2 left_child=1 11 3 4 -2 6 -3 17 13 10 25 -1 29 22 -6 20 -14 27 24 -12 26 -9 -4 -8 -13 -10 -5 -7 -17 -11 right_child=2 5 8 15 14 7 23 21 9 12 19 18 16 -15 -16 28 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010751232194085518 0.011510068298776934 0.0075244140891446544 0.016555689929590708 0.010508685245685812 0.00022541891571122838 -0.0055204903440245045 -0.0048597743704086437 0.0045515546707004728 0.014076706645249092 0.01454953984008308 -0.0026834856450019605 -0.010695661636290557 0.010447969185274315 0.01571312471799825 -0.0075268564797449054 0.0096008432594290212 0.017754637258155445 0.00042293907746767973 -0.0051325526643311902 0.018429195372497969 0.014021097351015761 -0.00034684775903879661 0.019287677005825028 -0.0099843013831089952 -0.0082929564589283127 0.0098726041661362229 0.0019523058998200771 -0.0020233248308710247 0.003873168233034185 0.015801364501073844 leaf_weight=47205.673441849649 407.68302290141582 234.3656118363142 1367.0568891316652 1006.0830068737268 397.70033144205809 1074.8260905966163 285.38340990245342 992.05218235403299 946.19444905221462 17166.650000721216 362.51435303688049 1473.6839575991035 193.93105818331242 5935.654661744833 530.60013747960329 276.5968080163002 2839.0399894714355 581.02656211704016 637.97404624521732 17.067491114139557 655.31827837228775 396.88395648449659 2603.06882417202 1449.4969877824187 3165.9293271228671 502.76288324594498 84.875854842364788 759.90126442164183 326.46863647550344 3573.6076172888279 leaf_count=625923 1687 1012 5735 5154 1908 11453 1516 6709 4241 80107 1913 14547 799 25737 4068 1394 11778 4574 5634 76 2921 3238 10549 13559 37941 2104 568 6936 1998 15401 internal_value=0 -0.00977997 0.0144678 0.00668461 0.000590095 -0.00293444 -0.00715789 -0.000748454 0.0152756 0.0146979 0.00963863 -0.0105331 0.015087 0.0167687 -0.00420564 0.0101503 0.0172874 -0.00299093 -0.00858183 -0.00173418 0.0114109 0.00315185 0.018347 -0.00914133 -0.00905613 0.012618 0.009843 -0.00407205 0.00650017 0.0147652 internal_weight=0 58257.2 39192.9 3685.33 1335.98 5773.94 1969.25 3804.69 35507.5 25601.8 1828.54 52483.3 23773.2 9905.78 928.3 2349.34 3032.97 2415.75 5277.59 379.582 1746.28 1388.94 3970.13 1734.88 4639.61 1448.96 1090.96 1834.73 603.065 20740.3 internal_count=911180 733042 178138 19698 7663 48997 16087 32910 158440 116419 8334 684045 108085 42021 5976 12035 12577 22963 58122 1989 8643 9947 16284 15075 52488 6345 5722 18389 3392 95508 is_linear=0 shrinkage=0.01 Tree=108 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 10 11 1 11 10 11 10 11 10 10 11 10 10 5 10 5 10 10 1 11 10 10 5 2 split_gain=135736 3000.64 2458.29 883.015 837.495 526.921 565.726 326.377 285.255 336.503 460.247 225.252 177.604 162.644 159.089 122.113 96.1238 87.8347 86.3097 70.8789 68.4882 66.3738 65.5221 62.2542 57.9206 53.8592 52.5776 52.3536 51.588 44.6243 threshold=0.13270235061645502 0.0023884368129074005 0.8784809708595277 -371.49999999999994 3.0250000000000004 -390.49999999999994 2.4350000000000005 0.026551560498774003 -1.0000000180025095e-35 0.99766892194747936 3.9350000000000005 0.00017857718921725002 6.1150000000000011 0.51461192965507518 3.3250000000000006 1.3750000000000002 0.99977076053619396 5.6250000000000009 6.2550000000000008 1.5000000000000002 3.9650000000000003 1.5000000000000002 6.5450000000000008 5.7950000000000008 -375.49999999999994 0.0089773964136838514 3.1750000000000003 4.9450000000000012 2.5000000000000004 0.051836094939543158 decision_type=2 2 2 10 10 10 10 2 8 2 10 2 8 2 10 10 2 8 8 10 10 10 10 10 10 2 10 10 10 2 left_child=1 11 3 4 15 6 -3 17 12 10 -10 -1 -4 19 -11 -2 -16 25 24 -5 -6 -9 -22 27 -13 -7 -8 -12 -15 -19 right_child=2 5 8 13 20 7 26 21 9 14 23 18 -14 28 16 -17 -18 29 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010739380628144729 0.013247497937421873 0.0067749101641369075 0.018492686363143506 0.0097159938639875196 -0.00096757576496004207 -0.0054890194315455366 -0.0051092375544798231 0.0044939287120988576 0.012871698855759306 0.014694785177756624 0.0016675759457651768 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445.54400896281004 leaf_count=625923 1617 1109 14713 5690 1407 11453 1419 6709 5589 95508 731 14547 25321 5308 799 1397 11778 990 5634 2280 4492 3238 71 132 37941 6936 13559 651 654 3584 internal_value=0 -0.00976097 0.0143714 0.00733743 0.0014109 -0.00291235 -0.00712669 -0.000741612 0.0152661 0.0147115 0.0102264 -0.0105191 0.0167503 0.0107175 0.0150089 0.0094138 0.0171498 -0.00296796 -0.00855346 0.00842159 -0.00512582 0.00311453 -0.00699494 -0.000864071 -0.00903012 -0.00404408 -0.00920491 -0.00234484 0.0132412 0.000418596 internal_weight=0 57789.4 39061.9 4407.95 1600.94 5759.83 1958.17 3801.66 34654 25227.4 1568.79 52029.6 9426.6 2807.01 23658.6 719.751 3026.77 2410.16 5242.32 1469.82 881.189 1391.5 607.928 302.126 4606.61 1828.97 1703.5 273.068 1337.19 581.183 internal_count=911180 733042 178138 22916 8984 48997 16087 32910 155222 115188 7103 684045 40034 13932 108085 3014 12577 22963 58122 7970 5970 9947 4563 1514 52488 18389 14978 1382 5962 4574 is_linear=0 shrinkage=0.01 Tree=109 num_leaves=31 num_cat=0 split_feature=10 1 6 10 1 10 1 10 10 1 2 1 6 1 10 1 0 10 6 0 2 0 2 1 10 10 10 6 1 1 split_gain=55816.7 5875.53 2760.46 2163.32 2782.25 2047.49 1585.47 1031.23 744.136 729.725 705.03 928.333 609.392 455.445 389.859 381.758 356.137 330.159 324.134 303.363 290.586 285.256 222.803 221.222 290.448 198.486 283.848 182.435 181.762 192.949 threshold=3.3550000000000004 -32.499999999999993 30.500000000000004 6.0550000000000006 -71.499999999999986 1.0000000180025095e-35 -45.499999999999993 4.495000000000001 2.3350000000000004 -361.49999999999994 1.0000000180025095e-35 -37.499999999999993 1.5000000000000002 -32.499999999999993 4.2350000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 6.9850000000000012 31.500000000000004 1.0000000180025095e-35 0.012270400481782552 1.0000000180025095e-35 0.028778467908902653 -60.499999999999993 6.2550000000000008 8.8300000000000018 8.3400000000000016 1.5000000000000002 -64.499999999999986 -65.499999999999986 decision_type=10 8 2 10 8 10 10 10 10 10 2 8 2 10 10 8 2 10 2 2 2 2 2 8 10 10 10 2 10 10 left_child=1 5 3 7 12 18 17 9 -3 19 11 21 25 -10 15 -4 -7 23 -1 -2 -11 -9 -16 -6 -25 26 -5 -12 29 -20 right_child=2 8 14 4 6 16 -8 10 13 20 27 -13 -14 -15 22 -17 -18 -19 28 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0094235831995362045 -0.0011272552982137935 0.013655405194458769 -0.0077490124585517109 0.00058239968034239943 0.010526645585754653 -0.0029109953152470659 -0.0082400847743282213 0.0045554838599163759 0.010473568863668905 0.00061518447376736622 -0.006077964471626944 -0.0079583501667961597 -0.0077109786488612445 -0.0021406097387310142 -0.0037815181495819408 0.0012873746855876611 0.0027889102543781456 0.012459185187199887 0.0048345133458299041 0.0050203847906865572 -0.0061702194323360647 -0.0019200136996701837 -0.0093985630092086672 -0.010929448531040813 0.0058156394750485075 -0.010192224141093376 0.016522426604809549 -0.0079525784770757644 0.011096120933555035 -0.0097966877524593814 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0.0023884368129074005 0.8784809708595277 -371.49999999999994 3.0250000000000004 -390.49999999999994 2.3350000000000004 0.026551560498774003 -1.0000000180025095e-35 0.99766892194747936 3.9350000000000005 0.00017857718921725002 6.1150000000000011 0.51461192965507518 3.3250000000000006 1.3750000000000002 0.9999486804008485 6.2550000000000008 5.6250000000000009 1.5000000000000002 3.9650000000000003 1.5000000000000002 6.5450000000000008 3.1750000000000003 5.7950000000000008 -375.49999999999994 96.500000000000014 3.5000000000000004 4.9450000000000012 2.5000000000000004 decision_type=2 2 2 10 10 10 10 2 8 2 10 2 8 2 10 10 2 8 8 10 10 10 10 10 10 10 2 2 10 10 left_child=1 11 3 4 15 6 -3 18 12 10 -10 -1 -4 19 -11 -2 -16 25 27 26 -6 -9 -22 -8 28 -13 -5 -7 -12 -15 right_child=2 5 8 13 20 7 23 21 9 14 24 17 -14 29 16 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010722628099116005 0.013046061008721537 0.0072109276417940968 0.018328343963664347 0.01029311373714523 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591.01701229810715 395.18970068544149 11.594900541007517 1423.0735992565751 29.123878046870232 3110.1019486784935 90.932428061962128 880.90617716312408 123.82393410801888 139.65469954907894 leaf_count=625923 1617 1012 14713 5085 1407 8552 1516 6709 5589 95508 731 14547 25321 5308 1285 1397 11292 5634 4574 2280 4492 3238 71 13559 132 37941 605 9837 651 654 internal_value=0 -0.00973344 0.0142417 0.00726666 0.00135937 -0.00287557 -0.00710641 -0.000703891 0.0151353 0.0145851 0.0101013 -0.0104995 0.0166001 0.0106161 0.0148833 0.00921559 0.0170184 -0.00851679 -0.00291985 0.00834994 -0.00507901 0.00311697 -0.00692681 -0.0090794 -0.000807845 -0.00899403 0.00961846 -0.00398373 -0.00227397 0.0131065 internal_weight=0 57041.4 38797 4405.96 1594.24 5731.48 1944.07 3787.41 34391 25001.4 1559.07 51310 9389.61 2811.72 23442.3 718.055 3017.4 5190.42 2397.15 1472.14 876.182 1390.26 602.612 1708.61 301.2 4556.49 1093.3 1816.22 272.076 1339.58 internal_count=911180 733042 178138 22916 8984 48997 16087 32910 155222 115188 7103 684045 40034 13932 108085 3014 12577 58122 22963 7970 5970 9947 4563 15075 1514 52488 5690 18389 1382 5962 is_linear=0 shrinkage=0.01 Tree=111 num_leaves=31 num_cat=0 split_feature=11 11 11 46 46 11 11 46 11 11 11 11 3 46 28 5 3 5 11 28 2 2 5 3 28 11 11 3 5 3 split_gain=130798 2993.76 2415.35 633.074 412.16 286.538 228.871 215.246 244.809 155.575 140.902 89.8045 76.7104 73.4581 61.3505 59.1919 57.4145 57.0396 53.512 52.93 52.8136 53.1766 42.9653 42.8518 39.7412 39.7334 36.0097 34.7853 32.7881 32.1179 threshold=0.13270235061645502 0.0023884368129074005 0.8784809708595277 1.0000000180025095e-35 1.0000000180025095e-35 0.026551560498774003 0.00017857718921725002 1.0000000180025095e-35 0.99473056197166454 0.51461192965507518 0.3781151175498963 0.020015737973153553 0.94754041967664271 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.51234756097560985 2.5000000000000004 0.0070173616986721008 1.0000000180025095e-35 0.92365967365967383 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326.961 324.966 324.413 279.977 278.803 264.233 301.677 255.622 249.152 197.102 193.977 177.455 172.037 161.088 141.591 142.859 threshold=3.3550000000000004 -32.499999999999993 1.6450000000000002 6.0750000000000011 9.0500000000000025 -70.499999999999986 4.495000000000001 -1.0000000180025095e-35 2.3350000000000004 -59.499999999999993 -287.49999999999994 7.6900000000000004 -32.499999999999993 -147.49999999999997 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5950000000000002 1.0000000180025095e-35 1.0000000180025095e-35 -192.49999999999997 -53.499999999999993 1.5000000000000002 -49.499999999999993 -37.499999999999993 6.6750000000000007 4.4750000000000005 9.7700000000000014 4.995000000000001 4.9850000000000012 decision_type=10 8 10 10 8 10 10 8 10 10 10 10 10 10 2 2 2 10 2 2 10 10 10 10 8 10 10 10 10 10 left_child=1 2 16 6 5 10 7 -2 -3 -7 11 -5 -10 -6 17 -4 -1 -9 22 25 -21 -11 -8 -23 -20 -12 -16 -15 29 -26 right_child=3 8 15 4 13 9 18 14 12 21 19 -13 -14 27 26 -17 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498.53461014479399 293.70944938063622 970.35403337329626 1176.5395617559552 1481.6054984852672 1736.4345879256725 2053.7826783359051 3403.626774340868 195.50258040428162 238.1829579025507 105.73417512327433 14311.951310377568 417.15243132412434 936.03667794913054 1987.7844926565886 216.65854494273663 2740.4357035309076 1634.8982699066401 74.701956294476986 leaf_count=15951 72050 82813 30496 14250 772 9978 233303 3772 38181 1299 8437 2659 2534 13050 6930 10225 8201 17743 34326 1146 2485 553 199500 4199 8359 27665 1016 42309 16504 474 internal_value=0 0.00987233 0.00310748 -0.00572305 -0.00247097 0.000589124 -0.00647512 -0.00303545 0.0122874 0.00860002 -0.00348309 0.000693604 0.00983123 -0.00842293 0.000977476 -0.00139891 0.00785427 -0.00106376 -0.00737232 -0.00588172 0.00136464 -0.000244772 -0.00773759 0.00279415 -0.00540037 -0.00704334 0.00490762 -0.00895643 -0.00743147 -0.00448922 internal_weight=0 34566 9093.8 60089.8 11286.3 7453.96 48803.5 10096.4 25472.2 2512.11 4941.85 1802.75 8239.25 3832.33 4075.63 4665.02 4428.77 2682.43 38707.1 3139.1 433.686 644.67 32657.9 522.887 6049.26 2705.41 1393.2 3710.79 2645.64 1010.74 internal_count=911180 188401 64873 722779 128802 72671 593977 101511 123528 16029 56642 16909 40715 56131 29461 40721 24152 21515 492466 39733 3631 6051 432803 4752 59663 36102 7946 55359 25337 8833 is_linear=0 shrinkage=0.01 Tree=113 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 6 2 11 2 5 11 2 11 5 6 6 0 2 6 2 6 11 2 4 6 2 2 5 5 split_gain=127952 2992.94 2379.98 310.132 282.052 230.771 103.997 82.2411 76.4465 71.3898 67.0196 57.0151 53.4327 52.9166 51.6545 49.6386 47.9354 40.5016 39.6184 38.0623 37.2363 33.2516 31.4273 29.675 28.0584 27.5283 27.0847 33.1824 25.9622 25.5225 threshold=0.13270235061645502 0.0023884368129074005 0.8784809708595277 0.026551560498774003 0.51461192965507518 0.00017857718921725002 6.5000000000000009 0.05298245614035086 0.99766892194747936 0.034723896792862259 2.5000000000000004 0.0089773964136838514 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687 1534 19007 2303 1210 8526 5323 118850 685 5048 8157 1445 3406 114 38 710 16532 2449 3167 140 975 1798 4383 117 internal_value=0 -0.00968679 0.0140267 -0.00281416 0.00711706 -0.0104664 0.0149239 0.00472811 0.0160981 0.000106718 0.0036088 -0.00467987 0.009793 0.0146632 0.00867834 0.00426051 -0.000862119 0.00788011 0.0165705 0.0134762 0.00342855 0.00929405 -0.00845139 0.00606946 0.0138121 0.0151029 0.00102747 0.00259325 -0.00319609 0.0130035 internal_weight=0 55863.1 38391.6 5691.01 4412.1 50172.1 33979.5 2331.06 6172.21 2218.23 1720.19 3472.78 2081.05 27807.3 1402.41 1551.1 1717.35 610.862 5229.91 942.295 500.879 1271.53 5105.51 766.914 916.695 25.9083 753.488 447.96 1483.47 755.343 internal_count=911180 733042 178138 48997 22916 684045 155222 13213 26498 16178 10241 32819 9703 128724 6718 9031 13233 2972 22413 4085 2945 6033 58122 3983 3971 178 5076 2773 12909 3284 is_linear=0 shrinkage=0.01 Tree=114 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 6 11 6 3 3 6 6 3 3 3 6 11 11 6 3 3 3 3 3 6 3 3 3 split_gain=126101 2991.13 2381.98 305.575 275.839 232.702 104.995 126.784 56.4801 47.1095 56.0173 46.1585 53.7703 41.2296 44.4473 37.7302 36.5709 36.5344 35.9844 35.841 32.2581 29.7174 29.0893 28.894 27.4806 27.3794 25.8451 25.2996 24.0812 22.4879 threshold=0.13270235061645502 0.0023884368129074005 0.8784809708595277 0.026551560498774003 0.51461192965507518 0.00014260681928130004 0.99473056197166454 7.5000000000000009 0.0089773964136838514 38.500000000000007 0.98004975124378124 0.96784532671629464 1.5000000000000002 64.500000000000014 0.96784532671629464 0.99040761869709237 0.18237250554323722 455.50000000000006 0.00099748477805400022 0.2688089013099671 22.500000000000004 1.0000000180025095e-35 0.50155279503105599 0.49341991341991348 0.95030864197530873 0.86984754376058737 2.5000000000000004 0.94701754385964931 0.99938118811881205 0.091229193341869366 decision_type=2 2 2 2 2 2 2 2 2 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 4 8 9 -1 17 -8 27 19 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57128 47783 36707 33117 11541 44546 11076 49025 43054 37038 15618 is_linear=0 shrinkage=0.01 Tree=116 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 1 11 11 11 11 6 1 11 2 2 2 11 6 2 6 6 6 11 6 11 11 6 6 2 split_gain=123402 2988.6 2350.4 849.621 528.405 302.307 244.966 343.673 234.53 144.113 114.537 84.0373 77.1087 64.3671 61.2361 59.705 52.0813 51.4419 49.63 48.88 42.7484 42.2364 38.9492 38.5975 36.3561 33.9688 33.4793 32.2436 27.0092 26.8888 threshold=0.13270235061645502 0.0023884368129074005 0.8784809708595277 -371.49999999999994 -390.49999999999994 0.020015737973153553 -1.0000000180025095e-35 0.99766892194747936 0.00014260681928130004 0.51461192965507518 0.51461192965507518 12.500000000000002 -3.4999999999999996 0.026551560498774003 0.12560679611650488 0.047905909351692456 0.96213569039656011 0.97252115607261669 97.500000000000014 0.27207792207792209 401.50000000000006 1.5000000000000002 1.5000000000000002 0.00099748477805400022 421.50000000000006 0.99999982118606578 0.0070173616986721008 1.5000000000000002 1.5000000000000002 0.062895569620253167 decision_type=2 2 2 10 10 2 8 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 3 10 13 15 16 17 -1 18 -2 -9 23 -3 28 -6 19 -8 29 20 25 -16 -12 -10 -11 -4 -17 -15 -7 -5 right_child=2 4 6 9 5 14 7 11 12 24 22 -13 -14 27 21 26 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010680688797577631 -0.0013805995284466002 -0.0086352265483478925 0.016522383394928564 0.010723845003601722 0.00028579866654640453 0.0038326695789377653 0.0071999005139364762 0.014272820073203197 -0.0083576938736143833 0.012775853439932126 0.005853762974574247 0.016094137081918442 -0.010364100174588579 -0.003053220713155566 0.003665265932924234 -0.0051743988388844335 0.014320385725549183 0.011003535407215565 0.0024509599827182127 0.017276602351752365 -0.003674730364486688 -0.00023177985459047618 0.0011417210240270898 -0.0061440848849827357 -0.0041257153661210886 0.014716827921173174 -0.0023505620827347245 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0.00268215 -0.00305413 0.0161072 0.0096152 0.00809745 0.0164216 0.0156964 0.00141873 0.00400433 -0.00775203 0.0126149 0.0157481 -0.00389651 -0.00492973 0.00567379 0.00869074 internal_weight=0 54715.1 37977.7 4419.48 5652.68 3742.24 33558.2 24287.7 49062.4 2830.88 1588.6 22753.6 5544.24 1910.44 1620.14 2122.1 9270.5 1534.09 1481.5 7883.28 4265.51 1139.08 735.695 3963.28 1349.38 4254.14 1694.68 825.353 481.053 1340.63 internal_count=911180 733042 178138 22916 48997 32910 155222 115188 684045 13932 8984 108085 64734 16087 11978 20932 40034 7103 7970 33843 18826 9006 3741 48502 5962 18778 17514 6231 2972 7000 is_linear=0 shrinkage=0.01 Tree=117 num_leaves=31 num_cat=0 split_feature=10 1 10 10 10 1 10 2 1 1 1 10 1 10 10 1 10 2 2 3 1 2 1 10 10 3 1 10 10 1 split_gain=49513.5 4433.21 2053.31 1729.72 1935.17 2253.76 1540.64 1280.88 986.433 717.964 635.475 485.186 468.796 942.643 425.454 679.694 809.012 491.652 379.566 338.333 316.913 312.21 309.968 297.3 307.181 266.892 253.594 219.077 216.149 182.658 threshold=3.1750000000000003 -32.499999999999993 3.8350000000000004 6.0750000000000011 9.0500000000000025 -70.499999999999986 1.0000000180025095e-35 0.019324122479462254 -361.49999999999994 -37.499999999999993 -59.499999999999993 2.3350000000000004 -287.49999999999994 7.6900000000000004 4.995000000000001 -1.0000000180025095e-35 4.9850000000000012 0.2573593073593074 0.98936170212765973 0.22271825396825398 -147.49999999999997 0.012270400481782552 -3.4999999999999996 4.495000000000001 4.4750000000000005 0.96178188899707895 -53.499999999999993 2.7350000000000008 4.4350000000000014 -49.499999999999993 decision_type=10 8 10 10 10 10 10 2 10 8 10 10 10 10 10 8 10 2 2 2 10 2 8 10 10 2 10 10 10 10 left_child=1 6 8 7 5 12 -1 9 -2 -4 -7 -3 13 -5 15 -9 23 -18 -16 -14 -6 -10 -13 24 -17 -22 -12 -8 -11 -28 right_child=2 11 3 4 20 10 27 14 21 28 26 22 19 -15 18 16 17 -19 -20 -21 25 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=0.0079369288051461782 0.0045179106127802501 0.013158969890941282 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595.85106161981821 2624.8684630356729 3104.2621207050979 2569.6452261917293 6837.5100841149688 2473.1802585348487 258.72381100803614 459.2982944957912 105.30900231748819 2115.1847754940391 2062.7697371467948 410.16458489373326 leaf_count=21874 16927 82813 27054 14250 772 9978 13258 137334 4307 2621 1299 1868 3360 2659 321791 14440 1258 931 4904 36373 49392 29712 33086 26430 1524 5967 553 20097 20149 4199 internal_value=0 0.0100753 -0.00534817 -0.0059602 -0.00240997 0.000581026 0.00360878 -0.00685653 0.000211847 -0.00244238 0.00836188 0.0122329 -0.00340156 0.00070051 -0.00752515 -0.00618692 -0.00307611 0.0112774 -0.00836866 -0.00577715 -0.0083148 -0.00361674 0.0100339 -0.00426537 -0.00129458 -0.0088541 -0.000264014 -0.000869074 -0.00654923 0.00276991 internal_weight=0 31774.7 60339.8 54356.4 10957.1 7273.04 7949.31 43399.3 5983.41 5709.01 2462.33 23825.3 4810.71 1764.26 37690.3 14572 4739.33 362.632 23118.3 3046.45 3684.05 3167.31 7060.23 4376.7 1903.52 3563.56 634.118 3907.09 2438.56 515.474 internal_count=911180 172996 738184 687238 128802 72671 55229 558436 50946 49824 16029 117767 56642 16909 508612 181917 44583 2189 326695 39733 56131 34019 34954 42394 15964 55359 6051 33355 22770 4752 is_linear=0 shrinkage=0.01 Tree=118 num_leaves=31 num_cat=0 split_feature=6 3 3 3 3 2 6 5 0 4 5 6 0 3 5 6 5 6 2 5 5 8 6 4 2 3 3 3 2 2 split_gain=17343 2045.49 1836.46 1294.33 1473.32 1008.75 1002.69 957.963 729.177 537.076 518.985 513.171 316.314 313.654 304.458 302.07 281.88 330.539 368.662 259.794 291.835 218.721 208.365 212.663 206.27 196.504 231.733 195.113 189.631 185.59 threshold=3.5000000000000004 1.0000000180025095e-35 0.50155279503105599 0.49341991341991348 0.33477011494252878 0.091372912801484213 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 27.500000000000004 1.5000000000000002 28.500000000000004 1.0000000180025095e-35 0.90943267259056748 2.5000000000000004 1.0000000180025095e-35 5.5000000000000009 4.5000000000000009 0.25092592592592594 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 26.500000000000004 0.24494897959183673 0.97385509227614497 0.92890109890109895 0.75937646507266776 0.23845060412224586 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 10 2 8 10 2 2 2 10 2 10 2 2 10 10 2 2 10 2 2 2 2 2 2 left_child=2 -2 3 4 6 13 9 12 10 21 15 16 25 -4 -5 28 17 18 24 -11 -21 -1 29 -24 -9 26 -3 -10 -7 -15 right_child=1 7 5 14 -6 8 -8 11 27 19 -12 -13 -14 22 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0017406332200082478 0.0046332562789407998 -0.0042748637872430861 0.011623659610485639 0.0088258373097946322 -0.0013467662496771638 -0.0021582966444086593 -0.0012966402527923196 -0.0042904843988963151 0.0055949624470996388 0.0071240581028594978 -0.0045448886571621038 -0.0086114267644961193 0.00038142106774600212 0.0069416311243820994 -0.0047498395397202247 -0.0035508697047925246 0.0051389001741614163 -0.0062903098656475346 -0.0065017959084086828 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1308 10952 23234 3980 29257 3893 internal_value=0 -0.00480877 0.00392742 0.0052908 0.00410399 0.00124374 0.00521024 -0.00533051 -0.000257071 0.00596892 -0.00152664 -0.00723818 -0.0040543 0.00521883 0.0085675 0.000254317 -0.00486885 -0.00535555 0.00105182 0.00677883 0.00172277 0.0023234 0.0041621 0.000949847 0.00799811 -0.00435677 -0.00456737 0.00442215 0.00156169 0.00579273 internal_weight=0 41522.4 50191.9 33283.2 24433.5 16908.7 20311.2 39348.1 12274.4 18190.3 9654.86 15772 23576.1 4634.27 8849.72 6071.99 5787.17 5518.78 702.621 14883.6 951.306 3306.64 3977.95 1339.4 366.025 22071 21023.8 2619.57 4519.27 2638.55 internal_count=911180 525069 386111 236533 181320 149578 139692 510654 117192 118815 98384 223029 287625 32386 55213 57022 72639 70519 6653 93874 7319 24941 28648 11445 2415 273135 262183 18808 40250 17203 is_linear=0 shrinkage=0.01 Tree=119 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 10 11 1 10 11 1 10 11 11 10 10 1 5 5 10 10 10 10 6 10 6 10 10 6 split_gain=120333 2865.19 2478.66 701.629 604.312 465.89 433.238 329.88 461.504 455.979 321.001 206.48 150.153 142.789 103.371 170.66 108.002 121.663 87.3875 85.6239 79.1338 78.0601 72.7615 68.2697 61.4655 57.4061 56.4456 55.0108 54.0111 42.1601 threshold=0.094556797295808764 0.65440738201141369 0.0013712961226701001 -380.49999999999994 2.4350000000000005 -390.49999999999994 1.8450000000000004 0.97252115607261669 -3.4999999999999996 3.7050000000000005 0.011652591172605703 -32.499999999999993 6.1150000000000011 0.00014260681928130004 0.99894970655441295 3.3250000000000006 3.6650000000000005 -8.4999999999999982 1.5000000000000002 1.5000000000000002 5.5950000000000006 3.7050000000000005 1.3750000000000002 5.4750000000000005 32.500000000000007 5.8150000000000004 97.500000000000014 3.1750000000000003 5.5250000000000012 3.5000000000000004 decision_type=2 2 2 10 10 10 10 2 8 10 2 8 8 2 2 10 10 8 10 10 8 10 10 10 2 10 2 10 8 2 left_child=2 3 13 4 -2 6 -4 8 -3 22 20 12 -9 -1 16 -16 -13 -18 23 26 29 -6 -10 24 -12 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2706.0515154749155 353.96787822246552 323.91061688959599 870.4355885758996 1110.6751157194376 4502.0475675612688 3691.9929508082569 20087.597243323922 2970.1772743463516 59.452400624752045 236.30695481598377 545.37798967212439 561.4850512072444 578.00048650056124 555.20447922497988 376.92369048297405 184.16884415596724 211.56395914405584 22.832273930311203 131.23739094287157 1478.5946678370237 857.16893672198057 861.00325044244528 leaf_count=619311 1435 8146 775 7568 1597 8628 1743 11006 1604 1913 6109 5220 20256 45138 98165 12558 242 1037 4914 3372 4946 4551 1588 1475 1910 171 865 14879 9444 10614 internal_value=0 0.0135485 -0.00971156 0.00486978 -0.00108734 -0.00370771 -0.00769232 0.0144148 0.0112313 0.00591698 -0.00178848 0.0147139 0.0162014 -0.0104844 0.0142756 0.0144362 0.0116436 0.00627354 0.00135997 0.00827503 -0.00426811 -0.00533828 0.0102939 0.00280143 0.00184344 -0.00756653 0.00942942 -0.00916993 -0.00879998 -0.00534267 internal_weight=0 38106.6 53422 3458.78 1258.01 6092.16 1980.45 34647.8 2975.47 1054.8 4111.71 31672.3 7208.1 47329.9 24464.2 23057.8 1406.43 295.759 1811.55 2200.76 2300.16 914.135 730.892 1266.17 1082 578.037 1639.28 1800.73 4549.16 1722.16 internal_count=911180 181294 729886 19559 7754 55993 17397 161735 13251 5105 38596 148484 31262 673893 117222 110723 6499 1279 14408 11805 24188 6319 3192 9494 8019 4722 8433 16622 54582 19242 is_linear=0 shrinkage=0.01 Tree=120 num_leaves=31 num_cat=0 split_feature=1 3 0 0 5 3 3 0 1 5 4 3 4 3 5 5 3 5 1 1 1 3 3 3 3 3 1 5 5 5 split_gain=19945.3 3769.37 2197.44 1891.2 1424.84 1393.73 785.311 528.047 474.916 412.128 391.083 364.108 353.601 347.982 462.454 324.772 303.794 295.401 256.473 243.788 909.379 1147.26 260.751 238.698 236.576 435.864 220.659 183.329 178.158 175.205 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 0.98089094449853953 0.25108695652173912 1.0000000180025095e-35 -9.4999999999999982 2.5000000000000004 27.500000000000004 0.33248299319727892 24.500000000000004 0.52013513513513521 1.5000000000000002 1.5000000000000002 0.98004975124378124 1.5000000000000002 -31.499999999999996 -65.499999999999986 -60.499999999999993 0.87439320388349528 0.22271825396825398 0.49341991341991348 0.49341991341991348 0.35743321718931476 -61.499999999999993 8.5000000000000018 2.5000000000000004 3.5000000000000004 decision_type=8 2 2 2 10 2 2 2 10 10 8 2 8 2 8 10 2 10 10 10 10 2 2 2 2 2 10 10 10 10 left_child=1 7 5 4 6 9 -2 -1 -4 19 -9 -8 -7 14 -13 -15 -17 23 -12 22 21 26 -3 -5 25 -16 -21 -19 -14 -6 right_child=3 2 8 17 29 12 11 10 -10 -11 18 13 28 15 24 16 -18 27 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0051522249541993926 0.0082378742765850214 -0.00070802054868940941 0.0013781181959477359 0.0076399245233607516 -0.00058022245250769953 -0.0047053375884512508 -0.0042479498741611306 -0.0045391645895825122 -0.009872659692670805 -0.008559423473048465 0.0007538223015994053 0.0033671982223768084 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leaf_count=22246 28661 7869 47002 32617 9179 8786 5573 14369 6195 113750 23537 29220 11911 62061 4403 17092 1373 9024 2787 17442 118589 4200 243840 32798 10036 4894 3477 1336 2349 14564 internal_value=0 -0.0039752 -0.0051191 0.00552784 0.00389535 -0.00597489 0.00464506 0.00222251 0.000601802 -0.00646537 4.68025e-05 0.00367226 0.00130295 0.00393226 0.00563756 0.0027403 -0.00095952 0.00859426 0.0018407 -0.00592732 -0.0047611 0.000574592 -0.00664565 0.00914241 0.00852961 0.00526148 -0.00363059 0.00448845 0.00369029 -0.0038134 internal_weight=0 53167.8 44883.7 37779.5 24654.2 39043.3 22469 8284.12 5840.45 36578.1 4753.79 17681.6 2465.18 17119.6 7043.17 10076.4 1920.39 13125.3 3417.11 29100.8 11092.3 2480.04 18008.5 11579.4 3097.49 1291.47 1794.18 1545.93 1764.19 2185.19 internal_count=911180 648349 585410 262831 187056 532213 163313 62939 53197 509167 40693 134652 23046 129079 48553 80526 18465 75775 26324 395417 143708 25119 251709 65415 19333 9297 20919 10360 14260 23743 is_linear=0 shrinkage=0.01 Tree=121 num_leaves=31 num_cat=0 split_feature=1 6 6 2 2 5 0 2 2 0 5 2 4 2 6 0 5 4 2 5 1 5 1 46 5 6 5 6 1 6 split_gain=19591 5500.82 4448.51 1370.39 1066.81 961.122 777.889 854.817 556.359 546.78 543.703 529.439 330.307 311.995 335.706 307.482 302.464 473.943 245.554 243.949 235.498 219.365 213.811 223.71 211.152 206.869 184.799 184.276 178.826 172.982 threshold=-1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 0.98936170212765973 0.091372912801484213 1.5000000000000002 1.0000000180025095e-35 0.77442071785552036 0.48581488933601619 1.0000000180025095e-35 2.5000000000000004 0.028778467908902653 21.500000000000004 0.50144508670520238 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 24.500000000000004 0.74891304347826104 1.5000000000000002 -140.49999999999997 8.5000000000000018 -9.4999999999999982 1.0000000180025095e-35 5.5000000000000009 8.5000000000000018 2.5000000000000004 353.50000000000006 -24.499999999999996 33.500000000000007 decision_type=8 2 2 2 2 10 2 2 2 2 10 2 10 2 2 2 8 10 2 10 10 10 10 2 10 2 10 2 10 2 left_child=1 4 8 11 9 27 7 -6 19 16 13 20 -11 -10 18 29 17 -1 -15 -2 -3 -21 23 -8 -5 -7 -18 -4 -17 -13 right_child=2 3 5 24 6 25 22 -9 10 12 -12 15 -14 14 -16 28 26 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0070695930153200229 0.0068644552797114547 -0.0065360123229046205 0.0023030643013759247 0.0012920146821715421 -0.0045090781136169402 0.0011076275003352753 -0.0052997778283448687 0.0032726392328837786 0.010939582886952513 -0.0048223046574870617 -0.0026392734725581781 -0.0066951090752980702 0.001968433835159945 0.0062148703161609151 0.0017973304822098072 -0.0012040008963831918 0.010894939511948325 0.0057257295491840565 0.010179141262049074 0.0025468307992960299 0.00031265799523627229 0.012450925029001485 -0.0093876447210803522 0.0029647262532014407 0.010867857973938157 -0.0058782846253572938 0.00023678396476563773 -0.0043902959619478259 -0.010324160432591536 -0.0083510438396844477 leaf_weight=355.50476686656475 9710.6630225479603 806.61621731892228 7551.0612303167582 592.41826375573874 8605.2103336937726 510.49794783443213 358.27549637109041 1688.6475515440106 6529.4009863212705 910.58366955071688 389.14210699498653 10553.757046326995 3356.7867212742567 2514.3370265886188 793.72861577570438 1153.5543797127903 1212.5044661611319 1558.7759505063295 4127.4285793229938 2434.3064788430929 1329.8646952211857 246.25700262188911 163.9118014536798 3816.8308681696653 376.69086277484894 2498.4517635256052 187.88951198011637 435.01669970154762 264.2423673607409 15681.851760502905 leaf_count=4126 59381 10837 60808 4322 104549 4407 3730 11516 35206 9701 3467 149377 25376 16066 5995 12374 6959 10491 22592 18073 13482 1286 2390 29748 1907 30660 1508 4890 4222 241734 internal_value=0 -0.00394999 0.00547829 -0.00668853 -0.000158177 0.000123652 -0.00173561 -0.00323253 0.00767959 0.00288616 0.00901965 -0.00706923 0.000519407 0.00934454 0.00794386 -0.00743978 0.00593316 0.00334949 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575.1733680292964 2589.2059464752674 184.16696774214506 34.432701081037521 492.01117266714573 23.25566677749157 209.14055805653334 848.77108470350504 1474.5206271931529 163.48202608525753 348.65929654240608 130.12227479368448 leaf_count=619311 5581 5735 775 1844 2220 19242 1743 6109 4241 95508 933 45138 25737 799 4707 5397 11778 4914 4946 10549 1475 161 2104 164 1910 9444 14879 895 2275 666 internal_value=0 0.0134324 -0.00968507 0.00565967 -0.000325225 -0.00367133 -0.00770521 -0.0017181 0.0143953 0.0138535 0.00868516 -0.010467 0.0157437 0.0142635 -0.00475011 0.00900443 0.0162277 0.001412 -0.00419598 0.017152 0.0028268 -0.00193303 0.0116118 -0.00773204 0.00187213 -0.00876714 -0.00916934 -0.00325402 0.00691454 0.011196 internal_weight=0 37796.2 52675.6 4166.42 1493.7 6060.86 1977.28 4083.57 33629.7 23989.5 1763.35 46614.7 9640.21 22226.2 1057.21 2672.72 2958.22 1804.32 2279.25 3970.18 1263.51 381.011 1382.34 600.903 1079.34 4501.42 1797.15 346.579 1368.09 1304.63 internal_count=911180 181294 729886 22854 8935 55993 17397 38596 158440 116419 8334 673893 42021 108085 7091 13919 12577 14408 24188 16284 9494 1989 6345 4871 8019 54582 16622 1828 7856 6063 is_linear=0 shrinkage=0.01 Tree=123 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 6 5 5 5 6 11 6 11 11 11 5 5 5 6 0 11 6 6 6 6 11 11 6 split_gain=115934 2820.28 2477.56 294.654 216.541 207.228 145.281 110.075 68.1022 66.6919 42.6536 40.4617 37.5808 33.7474 32.6481 30.2051 27.521 33.6151 27.2289 24.2293 28.4706 23.7396 22.9566 20.4848 19.5555 17.6694 17.5538 17.4493 15.7393 15.0673 threshold=0.094556797295808764 0.78322452306747448 0.0013712961226701001 0.011652591172605703 0.3781151175498963 0.98755538463592529 0.00014260681928130004 7.5000000000000009 2.5000000000000004 1.5000000000000002 2.5000000000000004 57.500000000000007 0.036334333941340412 455.50000000000006 0.65440738201141369 0.18897357583045957 0.94052824378013633 1.5000000000000002 1.5000000000000002 3.5000000000000004 299.50000000000006 1.0000000180025095e-35 0.0043998162727802515 29.500000000000004 102.50000000000001 1.0000000180025095e-35 107.50000000000001 0.99766892194747936 2.1584159185294997e-05 55.500000000000007 decision_type=2 2 2 2 2 2 2 2 10 10 8 2 2 2 2 2 2 8 10 8 2 2 2 2 2 2 2 2 2 2 left_child=2 4 6 18 8 13 28 -7 11 12 14 15 26 16 24 -2 17 -3 22 -9 23 -12 -4 -21 -6 -11 -5 -25 -1 -14 right_child=1 5 3 9 10 7 -8 19 -10 25 21 -13 29 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=-0.010709977584600065 0.0030985125425002746 0.01185839989533684 -0.0059773314079590127 -0.0011146873121367607 0.0078096895392708214 0.01429503686507628 -0.00874096543348119 0.016139990111115131 -0.0020768938924950109 -0.0017436344777583598 0.0011938534927509151 0.00039582978284004186 0.0017377186313252996 -0.00087606704011878082 0.010226991827739309 0.0057839471010200415 0.012853436061295818 0.0084876385645515605 -0.0070800084589314784 0.01713738333065732 -0.010559038181670279 0.0095824199727446036 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49.5917 47.9998 46.425 43.6813 43.521 50.3443 42.8474 41.0521 36.1488 34.9487 33.4053 32.6765 32.2491 31.9811 threshold=0.094556797295808764 0.78322452306747448 0.0013712961226701001 1.0000000180025095e-35 1.0000000180025095e-35 0.0089773964136838514 0.98755538463592529 1.0000000180025095e-35 1.0000000180025095e-35 0.00014260681928130004 0.3781151175498963 0.51461192965507518 0.015218299813568552 8.5000000000000018 1.0000000180025095e-35 0.96999699969997011 1.0000000180025095e-35 1.0000000180025095e-35 0.51234756097560985 0.049213243648409809 0.091229193341869366 0.091372912801484213 1.0000000180025095e-35 3.5000000000000004 0.99977076053619396 0.13712060166532367 21.500000000000004 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 left_child=2 3 9 11 12 -6 7 22 13 -1 25 14 27 -8 18 19 -14 -11 29 -7 -10 -22 23 -3 -15 -5 -27 -4 -16 -2 right_child=1 6 4 10 5 15 8 -9 20 17 -12 -13 16 24 28 -17 -18 -19 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994.08757901191711 345.02316862344742 63.753623694181442 180.73397424072027 90.57463164627552 2774.211343344301 474.78645513951778 437.35581839084625 1237.4132301807404 3337.5520661026239 97.428814217448235 330.10851790755987 3081.7201667129993 87.180558949708939 694.94935230910778 147.40268424153328 52.812792986631393 165.87832130491734 leaf_count=619311 2577 4169 11906 2032 19169 10220 98266 6897 11867 18754 5332 2948 7987 1483 324 1159 748 35828 3350 3123 6079 14059 408 1614 13598 543 4180 1681 350 1218 internal_value=0 0.0132714 -0.0096485 0.00553256 -0.00361908 -0.0015438 0.0142417 0.0116843 0.0144932 -0.0104418 0.00894799 0.00112267 -0.00665334 0.014102 -0.000512408 0.0011824 -0.00455521 -0.00871461 -0.00123302 0.000587008 0.0157526 0.0163408 0.00844647 0.00794016 0.015438 0.00684376 0.00560348 -0.00832301 0.00647642 0.00049133 internal_weight=0 37494.9 51827.6 4177.19 6026.37 3578.71 33317.7 2983.66 30334.1 45801.2 2354.03 1823.17 2447.66 23144 1247.08 1801.72 1084.66 4438.75 1130.51 1620.98 7190.11 4574.97 1325.78 1228.35 3426.74 1192.75 782.13 1363 116.566 655.727 internal_count=911180 181294 729886 22854 55993 33671 158440 13088 145352 673893 12087 10767 22322 113347 7819 14502 8735 54582 7145 13343 32005 20138 6191 5783 15081 6755 4723 13587 674 3795 is_linear=0 shrinkage=0.01 Tree=125 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 10 11 1 11 10 11 11 10 10 10 11 5 10 10 10 10 5 10 10 5 10 10 10 11 split_gain=112663 2812.92 2481.05 907.703 822.857 469.699 419.727 303.506 209.76 352.548 419.059 168.543 148.009 132.749 121.381 113.558 97.4194 81.3409 77.6635 70.5247 66.1501 65.4434 59.4986 55.5954 55.0816 51.4603 51.092 60.0058 44.896 38.6749 threshold=0.094556797295808764 0.8784809708595277 0.0013712961226701001 -1.0000000180025095e-35 2.9750000000000005 -390.49999999999994 1.8450000000000004 0.011652591172605703 -1.0000000180025095e-35 0.99766892194747936 3.7050000000000005 0.3781151175498963 0.00014260681928130004 6.1150000000000011 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1100 799 11778 4914 4946 4989 293 1475 899 9444 14879 2275 132 651 288 9524 internal_value=0 0.0131916 -0.00963 0.00613131 0.000331937 -0.00359243 -0.00762476 -0.00165444 0.0142584 0.0137565 0.00906781 0.00932406 -0.0104293 0.0155466 0.00831206 0.0140786 0.0159093 0.00140175 -0.00410077 -0.00559205 -0.00746352 0.00278685 0.0113538 -0.00868812 -0.00910329 0.00669768 -0.000775276 -0.00198753 0.0119746 0.01704 internal_weight=0 37345.4 51410.1 4902.28 1740.61 6010.54 1951.04 4059.5 32443.1 23346.4 1500.58 3161.67 45399.6 9096.73 741.603 21845.8 2933.32 1804.78 2254.72 999.003 667.727 1265.91 1783.41 4407.92 1771.07 1378.26 335.75 306.182 1598.72 3597.93 internal_count=911180 181294 729886 26072 10166 55993 17397 38596 155222 115188 7103 15906 673893 40034 3170 108085 12577 14408 24188 6996 5282 9494 8050 54582 16622 7856 1638 1506 7151 14713 is_linear=0 shrinkage=0.01 Tree=126 num_leaves=31 num_cat=0 split_feature=1 6 6 3 5 3 3 3 3 4 5 3 6 6 4 6 5 5 5 5 3 1 6 4 1 5 6 1 1 6 split_gain=18116.8 5199.35 4125.5 1286.31 893.645 714.012 1015.77 614.191 434.631 412.959 386.99 328.292 308.067 290.526 282.203 267.618 336.629 248.362 247.686 235.824 226.73 203.251 194.803 193.909 182.01 178.351 170.56 158.776 448.171 182.091 threshold=-1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 0.90501253132832093 0.22271825396825398 0.51530771633864425 0.48846085567193326 20.500000000000004 1.5000000000000002 0.97385509227614497 1.5000000000000002 4.5000000000000009 24.500000000000004 33.500000000000007 5.5000000000000009 2.5000000000000004 3.5000000000000004 2.5000000000000004 0.33477011494252878 -90.499999999999986 10.500000000000002 26.500000000000004 -147.49999999999997 5.5000000000000009 353.50000000000006 -66.499999999999986 -60.499999999999993 25.500000000000004 decision_type=8 2 2 2 10 2 2 2 2 8 8 2 2 2 10 2 10 10 10 10 2 10 2 8 10 10 2 10 10 2 left_child=1 5 7 13 26 6 9 8 12 -1 14 15 20 -3 -7 16 27 -12 -9 23 -2 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internal_weight=0 51396.2 36788.6 29699.8 10720.5 21696.5 18920.4 26068.1 18926 7055.89 2776.07 28014.7 12488.4 1685.1 1447.37 26726.7 11291.1 1328.7 7142.04 11864.5 11372.1 5531.8 2916.53 10312.1 1288.02 1137.13 7803.98 11084.9 3479.49 765.222 internal_count=911180 648349 262831 438255 100765 210094 188977 162066 113126 54423 21117 424259 77128 13996 12488 408615 162384 8629 48940 134554 68732 40327 35067 113847 15644 7742 65698 160802 47207 8014 is_linear=0 shrinkage=0.01 Tree=127 num_leaves=31 num_cat=0 split_feature=10 10 6 10 10 10 2 0 6 10 10 6 0 6 10 3 2 6 6 2 10 2 3 2 6 10 10 10 2 3 split_gain=44242 2497.37 2409.95 1787.69 1617.58 850.54 594.419 404.217 380.507 369.047 357.673 459.658 336.735 297.81 282.88 258.787 222.835 222.274 260.009 208.458 200.969 199.783 187.157 179.299 172.217 164.349 160.449 153.44 153.281 745.49 threshold=3.3550000000000004 2.5750000000000006 30.500000000000004 6.0550000000000006 8.4800000000000022 4.495000000000001 1.0000000180025095e-35 1.0000000180025095e-35 16.500000000000004 4.2350000000000012 8.1200000000000028 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 2.5450000000000004 0.88847429519071319 0.028778467908902653 20.500000000000004 1.0000000180025095e-35 0.012270400481782552 4.4750000000000005 0.27293771043771048 0.85379556042751448 0.023937770392229853 1.5000000000000002 3.1750000000000003 8.8300000000000018 8.8850000000000016 0.21089696071163824 0.78956442831215978 decision_type=10 10 2 10 10 10 2 2 2 10 10 2 2 2 8 2 2 2 2 2 10 2 2 2 2 10 10 10 2 2 left_child=1 8 3 5 10 12 7 -7 14 -4 11 15 19 -3 -1 -5 -11 18 26 -2 -14 -10 -12 -17 -8 -15 -6 -19 29 -26 right_child=2 13 9 4 17 6 24 -9 21 16 22 -13 20 25 -16 23 -18 27 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=0.0096957238162496615 0.0026460301754163097 0.0064263763957945023 -0.0042117811574265166 0.0032819273868583462 0.012904373426800831 0.0010559675071853747 -0.0056941169496403489 -0.005064302145919187 0.0021937344186864021 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14654 4653 4449 253743 30918 2135 2775 144917 23148 is_linear=0 shrinkage=0.01 Tree=128 num_leaves=31 num_cat=0 split_feature=1 3 0 0 3 3 1 1 3 1 1 2 3 3 2 2 1 3 3 2 1 3 3 1 1 2 2 1 1 3 split_gain=17600.5 3388.25 1930.46 1697.73 1326.65 881.337 473.891 427.864 366.606 347.964 400.597 1369.22 369.473 277.477 391.455 257.76 251.769 245.46 231.756 241.415 194.291 151.332 706.055 148.627 321.739 148.478 147.363 137.51 191.43 132.256 threshold=-1.0000000180025095e-35 0.21498599439775909 1.0000000180025095e-35 1.0000000180025095e-35 0.98089094449853953 0.25108695652173912 -90.499999999999986 -9.4999999999999982 0.33248299319727892 -71.499999999999986 -60.499999999999993 0.12560679611650488 0.67403517342452379 0.52013513513513521 0.50144508670520238 0.65858556175923211 -189.49999999999997 0.90943267259056748 0.47083130772970344 0.49184758529020828 -61.499999999999993 0.24165739710789766 1.0000000180025095e-35 -144.49999999999997 -189.49999999999997 0.80070921985815613 1.0000000180025095e-35 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0.00299389 0.00449983 0.00256277 -0.00177895 0.00932664 0.00822194 0.00957772 -0.00237286 0.00752917 0.00602272 0.00129266 -0.00189679 0.000776807 0.00199658 0.00125285 0.00214153 -0.00361022 internal_weight=0 51010.2 41634.2 36600.4 36166 23918.3 9376.03 5468.26 19122.9 33761.5 13666.9 4779.13 4003.03 18475.2 7360.67 4315.74 2868.65 776.102 12682.1 6322.51 2154.91 4795.45 2789.47 2404.43 908.812 1644.64 11114.5 5090.49 3938.92 1842.1 internal_count=911180 648349 570568 262831 519184 187056 77781 51384 156816 496138 191475 61225 55597 149937 55025 35299 29795 5628 75775 36456 26797 30240 18733 23046 10360 14971 94912 45195 33303 23879 is_linear=0 shrinkage=0.01 Tree=129 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 11 1 1 11 11 11 6 11 1 3 0 11 11 6 6 3 6 3 3 6 3 3 6 11 split_gain=109490 2757.19 2476.07 805.68 482.466 299.73 217.397 370.65 174.073 148.902 110.322 77.4965 74.5252 57.2393 55.332 53.5635 45.511 43.815 39.4273 39.2521 37.7235 36.3703 32.4913 32.4158 54.187 32.0755 31.3843 31.166 35.4212 30.8159 threshold=0.094556797295808764 0.78322452306747448 0.0013712961226701001 -1.0000000180025095e-35 -390.49999999999994 0.011652591172605703 0.98755538463592529 -2.4999999999999996 -32.499999999999993 0.00014260681928130004 0.3781151175498963 0.3781151175498963 8.5000000000000018 0.015218299813568552 -351.49999999999994 0.96784532671629464 1.0000000180025095e-35 0.99989646673202526 0.068259380757808671 455.50000000000006 178.50000000000003 0.94701754385964931 1.0000000180025095e-35 0.091229193341869366 0.89504283965728282 3.5000000000000004 0.96178188899707895 0.51739261947973392 3.5000000000000004 0.99766892194747936 decision_type=2 2 2 8 10 2 2 8 8 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 9 10 13 21 7 19 23 -1 20 27 17 -4 -11 18 22 -10 -7 -3 26 25 -9 -8 -25 -6 -2 28 -5 -14 right_child=1 6 4 11 5 15 8 16 12 14 -12 -13 29 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.010598901597042996 0.0065284370850746008 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internal_count=911180 181294 729886 22854 55993 38596 158440 13088 145352 673893 13919 8935 115783 17397 54582 14408 5205 100939 13313 7883 7856 24188 3330 29569 19538 22405 7307 5184 2722 14844 is_linear=0 shrinkage=0.01 Tree=130 num_leaves=31 num_cat=0 split_feature=10 1 10 10 10 1 10 2 1 1 1 10 0 1 10 2 3 1 3 1 2 1 0 0 10 10 1 2 10 10 split_gain=42655.3 3869.39 1813.79 1592.05 1709.68 1900.98 1330.4 1123.84 805.361 685.195 533.33 474.771 463.273 416.629 828.537 406.151 295.254 295.222 270.494 267.044 265.122 259.218 251.088 225.538 212.832 397.81 531.035 379.465 211.644 329.479 threshold=3.1750000000000003 -32.499999999999993 3.8350000000000004 6.0750000000000011 9.0500000000000025 -71.499999999999986 1.0000000180025095e-35 0.019324122479462254 -361.49999999999994 -37.499999999999993 -59.499999999999993 2.3350000000000004 1.0000000180025095e-35 -287.49999999999994 7.5550000000000006 0.98936170212765973 0.25108695652173912 -147.49999999999997 0.96178188899707895 -3.4999999999999996 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911.037 774.103 480.72 399.285 295.372 208.672 354.52 395.212 160.398 150.273 146.483 132.596 108.804 97.1183 77.0203 73.8971 66.3319 64.9779 59.5897 55.6099 51.7795 46.6523 46.512 43.2173 56.4418 38.8318 37.8376 threshold=0.094556797295808764 0.8784809708595277 0.0013712961226701001 -1.0000000180025095e-35 2.4350000000000005 -390.49999999999994 1.8450000000000004 0.011652591172605703 -8.4999999999999982 0.99766892194747936 3.6650000000000005 0.51461192965507518 0.00014260681928130004 3.9350000000000005 6.1150000000000011 3.3250000000000006 0.9999486804008485 1.5000000000000002 5.5950000000000006 5.4750000000000005 5.7250000000000005 1.5000000000000002 5.5250000000000012 3.1750000000000003 0.65440738201141369 2.5000000000000004 5.7950000000000008 4.9450000000000012 2.4350000000000005 0.99473056197166454 decision_type=2 2 2 8 10 10 10 2 8 2 10 2 2 10 8 10 2 10 8 10 10 10 8 10 2 10 10 10 8 2 left_child=2 3 12 11 28 6 -4 18 14 10 -10 21 -1 24 29 -11 -17 19 -7 -9 -15 -2 -14 -8 -6 -13 27 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31730.1 22772.4 1483.73 3161.5 43902.4 1202.08 8957.72 21288.6 2905.17 1791.64 2217.78 1260.23 669.867 1793.41 4309.09 1748.99 532.212 1368.09 345.414 314.591 526.835 3574.6 internal_count=911180 181294 729886 26072 10166 55993 17397 38596 155222 115301 7134 15906 673893 7878 39921 108167 12589 14408 24188 9494 5346 9902 54582 16622 2532 6004 1679 1542 2288 14663 is_linear=0 shrinkage=0.01 Tree=132 num_leaves=31 num_cat=0 split_feature=6 3 3 3 3 5 6 2 0 6 4 5 28 3 6 5 5 6 2 0 5 5 8 28 2 6 4 3 2 3 split_gain=14234.1 1688.56 1486.99 1097.94 1175.2 873.856 817.488 809.636 578.642 473.248 450.089 440.401 277.821 269.826 264.423 256.963 246.223 285.752 315.293 240.753 219.219 253.512 190.368 187.995 173.331 172.656 177.578 163.609 161.68 161.315 threshold=3.5000000000000004 1.0000000180025095e-35 0.50155279503105599 0.49341991341991348 0.33477011494252878 1.5000000000000002 1.5000000000000002 0.091372912801484213 1.0000000180025095e-35 28.500000000000004 27.500000000000004 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leaf_count=24116 14415 241453 3738 52115 41628 1107 20877 10993 14828 150390 86555 41362 21609 17203 16772 1754 2120 63866 4238 13890 5567 1752 825 1344 1308 3960 7485 3980 29257 10673 internal_value=0 -0.00455387 0.00363343 0.0048944 0.00377664 -0.0050561 0.00478648 0.0011506 -0.000237723 -0.00697045 0.00548785 -0.00140829 -0.00379933 0.00479604 0.000271224 0.00801285 -0.00461406 -0.00509598 0.0010522 -0.00350972 0.00624877 0.00148992 0.00206767 0.00825798 0.00761896 0.00381623 0.000822396 0.00402915 0.00152275 -0.00379917 internal_weight=0 38405.2 47496 31498.7 23187.5 36321.5 19303.5 15997.4 11585.3 14394.8 17294.6 9091.21 21926.7 4412.13 5745.61 8311.18 5353.36 5096.04 658.302 20565.3 14147.1 906.002 3147.45 8152.73 346.41 3813.48 1279.83 2494.06 4286.66 19191.8 internal_count=911180 525069 386111 236533 181320 510654 139692 149578 117192 223029 118815 98384 287625 32386 57022 55213 72639 70519 6653 266016 93874 7319 24941 53459 2415 28648 11445 18808 40250 252126 is_linear=0 shrinkage=0.01 Tree=133 num_leaves=31 num_cat=0 split_feature=11 11 11 46 10 46 10 11 28 46 11 18 11 11 10 10 10 38 10 11 28 5 10 28 18 10 38 10 10 10 split_gain=105375 2720.08 2475.5 666.11 521.337 377.901 356.061 255.481 184.567 161.783 263.741 153.774 151.465 138.946 127.29 122.758 120.92 106.118 99.8298 92.8456 85.5004 66.1222 64.1458 62.5893 61.2009 77.7742 108.184 56.8999 56.1704 55.7405 threshold=0.094556797295808764 0.8784809708595277 0.0013712961226701001 1.0000000180025095e-35 2.1250000000000004 1.0000000180025095e-35 1.8450000000000004 0.0089773964136838514 1.0000000180025095e-35 1.0000000180025095e-35 0.99473056197166454 1.0000000180025095e-35 0.00014260681928130004 0.3781151175498963 6.1150000000000011 3.9350000000000005 2.4350000000000005 1.0000000180025095e-35 3.3950000000000005 0.99989646673202526 1.0000000180025095e-35 1.5000000000000002 5.0450000000000008 1.0000000180025095e-35 1.0000000180025095e-35 3.6650000000000005 1.0000000180025095e-35 5.8550000000000013 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28532.7 3236.04 2157.46 968.121 internal_count=911180 188401 65847 722779 128802 593977 492466 122554 72671 101511 42254 43608 66425 56009 29999 24388 40536 56131 22963 60975 26884 22843 11450 11393 448858 42884 439892 31123 26010 8966 is_linear=0 shrinkage=0.01 Tree=135 num_leaves=31 num_cat=0 split_feature=10 1 10 10 10 1 10 1 3 1 3 0 1 10 1 10 0 1 3 3 1 1 0 10 10 10 10 1 3 0 split_gain=39975.2 3714.3 1721.02 1514.26 1618.88 1776.87 1239.8 749.499 714.566 630.773 600.652 516.784 503.984 470.756 395.521 774.375 325.581 282.84 278.792 272.906 257.711 252.631 246.05 222.953 224.68 207.566 389.097 511.154 361.067 180.714 threshold=3.1750000000000003 -32.499999999999993 3.8350000000000004 6.0750000000000011 9.0500000000000025 -71.499999999999986 1.6450000000000002 -361.49999999999994 1.0000000180025095e-35 -37.499999999999993 0.99938118811881205 1.0000000180025095e-35 -59.499999999999993 2.3350000000000004 -287.49999999999994 7.5550000000000006 1.0000000180025095e-35 -147.49999999999997 0.25108695652173912 0.96178188899707895 -53.499999999999993 -3.4999999999999996 1.0000000180025095e-35 4.5750000000000011 4.4750000000000005 4.995000000000001 4.9850000000000012 -7.4999999999999991 0.74478940512375169 1.0000000180025095e-35 decision_type=10 8 10 10 10 10 10 10 2 8 2 2 10 10 10 10 2 10 2 2 10 8 2 10 10 10 10 8 2 2 left_child=1 6 7 8 5 14 22 -2 9 16 11 25 -7 -3 15 -5 -4 -6 -16 -19 -14 -15 -1 24 -13 26 -10 -28 -29 -20 right_child=2 13 3 4 17 12 -8 -9 10 -11 -12 23 20 21 18 -17 -18 19 29 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.0050267678508462629 0.0039689946963399432 0.012386898791046515 0.0046725600758309128 -0.0041527821902724183 0.0073724413373883885 0.010536031106229634 -0.00115275093569283 -0.0033106969647327469 -0.0070832630188742661 -0.006967701717216248 -0.0012075653938524577 -0.0028517880167291815 -0.014053983344277318 -0.0014835003894780549 0.0021285551662045309 0.010315736253225039 -0.0024673492940836305 -0.0096969169006326135 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33086 8201 26652 2054 305827 4393 830 1058 1139 internal_value=0 0.00934104 -0.00505781 -0.00565539 -0.0021692 0.000640589 0.00332195 0.000161199 -0.00653265 -0.00293855 -0.00703523 -0.00733221 0.00776019 0.0114232 -0.00308367 0.000799885 0.000287257 -0.00795709 -0.00539844 -0.00852424 -0.000128524 0.00920471 0.00695938 -0.00349637 0.000659326 -0.00774019 -0.00664808 0.00148506 0.01047 -0.00674205 internal_weight=0 29636.5 55182.6 49513.3 9954.53 6701.31 7617.16 5669.31 39558.8 4853.12 34705.6 33022.8 2301.53 22019.4 4399.78 1643.1 2695.25 3253.22 2756.68 3137.15 599.056 6668.21 4201.67 3174.63 917.773 29848.1 10993.3 558.348 296.706 2339.14 internal_count=911180 172996 738184 687238 128802 72671 55229 50946 558436 44146 514290 499338 16113 117767 56558 16909 23007 56131 39649 55359 6051 34954 24152 34622 7970 464716 158889 6281 1888 36109 is_linear=0 shrinkage=0.01 Tree=136 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 10 11 1 11 10 11 11 10 10 10 11 10 10 1 10 10 3 11 3 10 10 10 11 10 split_gain=102538 2655.2 2475.52 889.654 723.283 480.7 375.561 287.763 196.614 352.497 369.963 154.086 152.731 134.41 129.094 106.485 91.2633 69.7099 64.3246 56.6579 53.916 49.1412 48.019 45.5463 44.0742 42.0433 54.9295 38.9829 38.3396 35.8657 threshold=0.094556797295808764 0.8784809708595277 0.0013712961226701001 -1.0000000180025095e-35 2.4350000000000005 -390.49999999999994 1.8450000000000004 0.011652591172605703 -8.4999999999999982 0.99766892194747936 3.6650000000000005 0.51461192965507518 0.00014260681928130004 3.9350000000000005 6.1150000000000011 3.3950000000000005 0.9999486804008485 5.5950000000000006 5.7250000000000005 -351.49999999999994 5.4750000000000005 3.1750000000000003 0.82274865591397861 0.65440738201141369 0.94469928644240586 5.7950000000000008 4.9450000000000012 2.4350000000000005 0.99473056197166454 7.6900000000000004 decision_type=2 2 2 8 10 10 10 2 8 2 10 2 2 10 8 10 2 8 10 10 8 10 2 2 2 10 10 8 2 10 left_child=2 3 12 11 27 6 -4 17 14 10 -10 24 -1 23 28 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4876.99 1710.5 5873.17 1899.43 3973.74 31094.5 22242.8 1459.7 3166.49 42609.1 1190.03 8851.67 20783.1 2683.1 2190.36 657.101 4219.41 1783.39 1717.95 475.971 532.925 1796.78 343.577 312.802 520.471 3563.23 224.557 internal_count=911180 181294 729886 26072 10166 55993 17397 38596 155222 115301 7134 15906 673893 7878 39921 108167 11709 24188 5346 54582 14408 16622 3353 2532 9902 1679 1542 2288 14663 1069 is_linear=0 shrinkage=0.01 Tree=137 num_leaves=31 num_cat=0 split_feature=10 1 6 10 1 10 10 1 2 1 10 6 10 1 1 6 10 1 2 10 1 6 2 1 10 1 10 1 1 10 split_gain=38797.7 3638.8 2434.9 1397.31 1893.55 1441.38 1197.88 1101.3 588.87 682.392 542.251 488.016 470.903 432.986 404.989 321.854 313.232 270.268 220.93 218.179 238.628 206.721 197.564 192.448 290.457 176.738 168.481 164.871 196.483 157.295 threshold=3.1750000000000003 -32.499999999999993 30.500000000000004 6.0550000000000006 -71.499999999999986 3.8350000000000004 1.6450000000000002 -18.499999999999996 1.0000000180025095e-35 -37.499999999999993 4.2350000000000012 1.5000000000000002 2.1250000000000004 -361.49999999999994 -1.0000000180025095e-35 1.5000000000000002 6.9850000000000012 -3.4999999999999996 0.028778467908902653 4.5750000000000011 -300.49999999999994 31.500000000000004 0.012270400481782552 -60.499999999999993 6.2550000000000008 -302.49999999999994 4.9050000000000011 -64.499999999999986 -65.499999999999986 8.8300000000000018 decision_type=10 8 2 10 8 10 10 10 2 8 10 2 10 10 8 2 10 8 2 10 10 2 2 8 10 10 10 10 10 10 left_child=1 6 3 5 11 13 21 16 9 -7 14 29 -3 -2 -4 19 23 -14 -12 20 25 -1 -15 -6 -25 -10 -11 28 -23 -5 right_child=2 12 10 4 7 8 -8 -9 15 26 18 -13 17 22 -16 -17 -18 -19 -20 -21 -22 27 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0077162339527759088 0.0041574045894250174 0.012356428588071859 -0.006808685128618124 0.0027125081958502273 0.0091594831464236054 0.0008567804346289264 -0.0011375000969396293 -0.010240404264299473 3.3685202976813051e-05 -0.0025653014550351301 -0.0030472256925348556 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111.62783287093043 leaf_count=19669 12735 79455 20878 7512 2168 24615 31077 6442 9399 5914 8721 36464 1990 4025 6899 161522 10231 36322 260433 105428 14280 1529 18681 1706 2491 285 15562 923 2031 1793 internal_value=0 0.00924182 -0.00501575 -0.00354969 0.000725267 -0.00443749 0.00327349 0.00639606 -0.00531606 -0.00228086 -0.00806078 -0.00454888 0.0113184 0.000944028 -0.00343245 -0.00605636 0.00856588 0.00923562 -0.00872173 -0.00480906 -0.00208881 0.00685688 -0.00220531 0.0037566 -0.000193376 0.000921754 -0.00651313 0.00110408 -0.0023143 0.00129846 internal_weight=0 29359.8 54542.8 36816.9 6331.12 30485.8 7578.51 3050.84 26207.3 5138.75 17725.9 3280.28 21781.3 4278.51 2215.03 21068.5 2698.84 7244.66 15510.9 10438.2 2299.06 4181.53 2160.79 901.766 520.925 1227.33 2187.75 543.454 392.336 994.558 internal_count=911180 172996 738184 441253 68807 372446 55229 23038 337005 46091 296931 45769 117767 35441 27777 290914 16596 38312 269154 129392 23964 24152 22706 6365 4197 9684 21476 4483 3560 9305 is_linear=0 shrinkage=0.01 Tree=138 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 1 11 11 11 11 5 1 11 5 11 5 3 3 11 3 0 3 5 3 3 3 11 3 11 split_gain=100443 2623.61 2475 879.413 480.203 283.992 190.426 351.391 154.128 150.799 117.434 70.8333 56.9386 55.6602 55.5622 47.9828 45.5613 44.7016 43.1 39.3908 39.1841 34.8338 31.6486 31.2408 34.0182 29.9945 28.2074 28.1479 25.9194 25.1364 threshold=0.094556797295808764 0.8784809708595277 0.0013712961226701001 -1.0000000180025095e-35 -390.49999999999994 0.0089773964136838514 -8.4999999999999982 0.99766892194747936 0.00014260681928130004 0.51461192965507518 0.51461192965507518 1.5000000000000002 -351.49999999999994 0.015218299813568552 2.5000000000000004 0.97252115607261669 2.5000000000000004 0.50155279503105599 0.091229193341869366 0.036334333941340412 0.95030864197530873 1.0000000180025095e-35 0.72792207792207797 1.5000000000000002 0.87439320388349528 0.51234756097560985 0.87577160493827166 0.99977076053619396 0.52655075187969935 0.2688089013099671 decision_type=2 2 2 8 10 2 8 2 2 2 2 10 10 2 10 2 10 2 2 2 2 2 2 10 2 2 2 2 2 2 left_child=2 3 8 9 13 23 18 15 -1 14 25 19 -10 -4 20 28 -11 -9 -3 -7 29 -12 -20 24 -6 -5 -26 -19 -8 -2 right_child=1 6 4 10 5 11 7 17 12 16 21 -13 -14 -15 -16 -17 -18 27 22 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.010541527400286958 0.0058495729644334419 0.014028118349805378 -0.009121014256896591 -0.00067819091395574947 -0.0039302021119478623 0.0010151819514552598 0.0075960203876565113 0.013275069188810128 -0.010258557729473617 0.012091540630710195 0.0016035025673779566 -0.0017031718262798083 -0.0077347208152419083 -0.005670662039049609 0.0016902413094965099 0.0098943548557221955 0.0061409587452997726 0.011293539769956543 0.016096639966699765 0.0043844866766908821 0.011732458753605225 0.0063124345182801501 0.01458154440991934 -0.0060601720804303984 0.02000214862626196 -0.0041943881459071668 -4.3561796466809177e-05 0.014424448880807454 0.0028456894186273079 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-32.499999999999993 30.500000000000004 6.0550000000000006 -71.499999999999986 1.6450000000000002 -18.499999999999996 4.495000000000001 2.3350000000000004 1.0000000180025095e-35 -37.499999999999993 1.5000000000000002 -361.49999999999994 4.2350000000000012 6.9850000000000012 -32.499999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.028778467908902653 0.012270400481782552 1.0000000180025095e-35 1.0000000180025095e-35 -60.499999999999993 6.2550000000000008 0.034723896792862259 1.5000000000000002 -64.499999999999986 -65.499999999999986 8.8300000000000018 decision_type=10 8 2 10 8 10 10 10 10 2 8 2 10 10 10 10 8 2 2 2 2 2 2 8 10 2 2 10 10 10 left_child=1 5 3 7 11 17 14 12 -3 10 21 29 22 16 23 -10 -4 25 -7 -15 -14 -9 -2 -6 -25 -1 -11 28 -27 -5 right_child=2 8 13 4 6 18 -8 9 15 26 -12 -13 20 19 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31 leaf_value=0.010542939791052728 -0.0011581496301962539 0.012198522318119565 -0.0070799096090862681 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internal_count=911180 188401 722779 429934 68807 64873 23038 361127 123528 294212 40469 45769 66915 292845 16596 40715 23691 24152 40721 269154 44634 21634 22281 6365 4197 15951 253743 13672 10303 9305 is_linear=0 shrinkage=0.01 Tree=140 num_leaves=31 num_cat=0 split_feature=11 11 11 46 10 46 10 11 11 46 11 11 10 11 10 10 11 10 10 10 38 18 10 10 3 10 11 11 10 18 split_gain=98390 2598 2476.15 647.868 477.373 377.198 322.869 245.635 155.539 151.001 261.687 130.605 127.711 124.717 111.712 101.465 90.8818 74.4061 55.1482 51.2508 48.7808 53.3758 53.5616 52.4631 47.5059 43.247 41.0029 40.4076 39.222 42.9166 threshold=0.094556797295808764 0.8784809708595277 0.0013712961226701001 1.0000000180025095e-35 5.9150000000000009 1.0000000180025095e-35 1.8450000000000004 0.0089773964136838514 0.00014260681928130004 1.0000000180025095e-35 0.99473056197166454 0.3781151175498963 6.1150000000000011 0.51461192965507518 2.4350000000000005 3.3950000000000005 0.99989646673202526 3.0250000000000004 5.5250000000000012 5.8550000000000013 1.0000000180025095e-35 1.0000000180025095e-35 3.7050000000000005 5.3550000000000013 0.96784532671629464 6.4750000000000005 0.99473056197166454 0.049213243648409809 2.5750000000000006 1.0000000180025095e-35 decision_type=2 2 2 2 8 2 10 2 2 2 2 2 8 2 10 10 2 10 8 8 2 2 10 10 2 10 2 2 10 2 left_child=2 3 8 4 13 6 -4 19 -1 10 14 -5 26 17 -3 -12 25 -2 -10 -7 21 22 -16 -24 27 -17 -11 -9 -15 -30 right_child=1 9 5 11 -6 7 -8 24 18 12 15 -13 -14 28 20 16 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0105280010954821 0.0016637383632022069 0.012344242780091549 0.0052093646899477241 0.0064792591072087751 0.011393742382704151 -0.0049443758364522972 -0.0076425384720872572 -0.00019133210354342004 -0.0090477636434185289 0.014831618361344856 0.013236449510268172 0.010855789683911711 0.013829731494376298 0.0077058223079192311 0.008138276881320454 0.009648879840879046 0.015978872983978144 -0.0045078184052789365 -0.0061184228125795324 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280.398 229.308 343.566 325.163 199.697 156.92 144.613 135.817 118.275 97.8549 82.4034 141.939 140.602 62.2635 61.186 61.0815 57.4265 57.1516 54.051 55.3207 45.9798 43.0993 41.4593 40.46 threshold=0.068259380757808671 0.78322452306747448 0.0013712961226701001 -380.49999999999994 2.4350000000000005 -390.49999999999994 2.3350000000000004 0.98755538463592529 -2.4999999999999996 3.6650000000000005 0.0089773964136838514 0.00014260681928130004 -380.49999999999994 6.1150000000000011 0.3781151175498963 3.9650000000000003 0.99977076053619396 4.0250000000000012 3.3250000000000006 5.7950000000000008 2.3850000000000002 5.6350000000000007 -351.49999999999994 1.5000000000000002 1.5000000000000002 5.4750000000000005 5.535000000000001 32.500000000000007 133.50000000000003 2.5000000000000004 decision_type=2 2 2 10 10 10 10 2 8 10 2 2 10 8 2 10 2 10 10 10 10 8 10 10 10 10 10 2 2 10 left_child=2 3 11 4 -2 6 -4 8 -3 20 21 -1 16 -14 23 -6 17 -9 -18 -17 -10 -7 -13 28 25 27 -19 -12 -5 -16 right_child=1 7 5 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299.22352965921164 838.23645011335611 1273.8097745329142 2540.1482924222946 4784.089269682765 1188.9104855880141 622.00670263916254 16562.561273857951 172.31044191122055 2647.6737802028656 33.068814769387245 285.38916666805744 487.87638309597969 2834.2748936600983 427.21021249145269 510.77254365384579 179.85874458402395 59.844256192445755 203.34553301334381 79.630324602127075 130.30053087323904 leaf_count=619311 1992 7883 809 6283 2613 17567 15278 7187 2325 1653 6219 14848 10531 23579 5375 5482 91301 721 11781 246 1227 4306 39734 2873 5032 1525 252 2011 579 657 internal_value=0 0.0123738 -0.00955677 0.00474735 -0.00102506 -0.00374471 -0.00781272 0.0135089 0.0108469 0.00625141 -0.00185423 -0.0103121 0.0137863 0.0149947 0.00790236 -0.00494153 0.0133608 0.0111742 0.013542 -0.00751483 0.00978023 -0.00408162 -0.00845792 0.00613405 0.000605412 0.00174771 0.00394771 0.000863353 0.00721901 0.0101403 internal_weight=0 35679 46423.3 4622.31 1633.55 5338.98 1693.93 31056.7 2930.68 1046.12 3645.05 41084.4 28126 7324.24 2988.76 1176.69 20801.8 1591.57 19210.2 655.076 746.893 1912.84 4108.08 1669.55 1732.21 1221.44 232.155 1041.58 1242.34 1319.21 internal_count=911180 184540 726640 26100 10333 52747 16087 158440 13088 5205 36660 673893 145352 34110 15767 8341 111242 8160 103082 5728 3552 21873 54582 9735 14787 9755 973 8230 6862 6032 is_linear=0 shrinkage=0.01 Tree=142 num_leaves=31 num_cat=0 split_feature=10 1 6 10 1 10 10 1 10 10 6 1 1 3 1 3 0 0 10 1 0 1 10 3 10 10 1 10 10 10 split_gain=36077.1 3454.91 2334.38 1292.44 1744.1 1349.42 1107.96 1020.07 526.603 466.991 459.826 395.557 380.024 324.84 592.584 397.187 322.702 320.083 297.611 252.122 221.566 203.127 202.867 199.963 190.342 197.552 180.485 278.242 170.602 147.724 threshold=3.1750000000000003 -32.499999999999993 30.500000000000004 6.0550000000000006 -71.499999999999986 3.8350000000000004 3.1750000000000003 -18.499999999999996 4.2350000000000012 2.1250000000000004 1.5000000000000002 -361.49999999999994 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79455 20878 7512 2168 6778 13297 6442 261550 1990 36464 22706 6899 250359 2037 4094 5280 15316 10231 36322 6972 8715 20097 7604 23636 1955 1706 2491 18835 1793 internal_value=0 0.00901686 -0.00491767 -0.00346835 0.000699198 -0.00433328 0.00316469 0.00620645 -0.00796055 0.0110789 -0.00443992 0.000916432 -0.00334787 -0.00519897 -0.00279185 -0.0057284 -0.00610802 0.000426524 0.00829744 0.00898575 0.00719913 -0.000720865 -0.000516874 -0.00862905 -0.00297948 0.00102042 0.00357893 -0.000275903 -0.00679848 0.0012677 internal_weight=0 28629.4 52932.6 35855 6162.35 29692.7 7459.51 2974.63 17077.6 21169.9 3187.72 4203.27 2161.72 25489.4 4595.51 20893.9 19421.5 2548.45 2638.26 7089.15 3559.18 1472.35 3900.33 14915.9 2818.52 836.576 887.202 512.699 2047.07 978.314 internal_count=911180 172996 738184 441253 68807 372446 55229 23038 296931 117767 45769 35441 27777 337005 42966 294039 281230 22094 16596 38312 20269 12809 34960 269154 30871 7235 6365 4197 20872 9305 is_linear=0 shrinkage=0.01 Tree=143 num_leaves=31 num_cat=0 split_feature=10 46 6 10 10 5 10 10 10 10 10 28 3 3 3 46 3 46 5 10 6 3 6 10 3 10 10 4 10 10 split_gain=35508.2 3021 2153.1 1581.53 1453.43 1404.97 787.909 772.739 715.772 501.01 351.095 347.309 300.747 298.86 364.649 341.709 297.797 276.696 244.032 238.721 205.935 199.5 174.576 169.808 159.394 158.435 159.281 157.691 152.228 539.564 threshold=3.3550000000000004 1.0000000180025095e-35 30.500000000000004 3.3550000000000004 6.0550000000000006 1.5000000000000002 7.3800000000000008 2.3350000000000004 4.495000000000001 6.2550000000000008 4.2350000000000012 1.0000000180025095e-35 0.90943267259056748 1.0000000180025095e-35 0.99938118811881205 1.0000000180025095e-35 0.41625412541254131 1.0000000180025095e-35 2.5000000000000004 5.3350000000000009 3.5000000000000004 0.97385509227614497 36.500000000000007 2.7350000000000008 0.98843892007484635 6.9850000000000012 9.1600000000000019 19.500000000000004 4.995000000000001 4.9850000000000012 decision_type=10 2 2 8 10 10 10 10 10 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616.607 600.551 473.872 437.046 369.643 511.665 657.882 378.396 355.539 692.263 313.841 253.557 276.466 252.554 247.79 238.549 225.342 222.029 215.852 183.699 171.552 164.578 threshold=3.1750000000000003 -32.499999999999993 3.8350000000000004 6.0750000000000011 9.0500000000000025 -71.499999999999986 1.0000000180025095e-35 0.019324122479462254 -361.49999999999994 -37.499999999999993 2.1250000000000004 -60.499999999999993 4.995000000000001 -1.0000000180025095e-35 4.9850000000000012 0.2573593073593074 -287.49999999999994 7.5550000000000006 0.98936170212765973 -147.49999999999997 0.96178188899707895 1.5000000000000002 0.25108695652173912 -3.4999999999999996 0.012270400481782552 4.495000000000001 4.4750000000000005 4.9050000000000011 -380.49999999999994 2.7350000000000008 decision_type=10 8 10 10 10 10 10 2 10 8 10 10 10 8 10 2 10 10 2 10 2 10 2 8 2 10 10 10 10 10 left_child=1 6 8 7 5 16 -1 9 -2 -4 -3 -7 13 -9 25 -16 17 -5 28 -6 -21 -13 -18 -12 -10 26 -15 -11 -14 -8 right_child=2 10 3 4 19 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split_feature=1 6 6 2 2 2 2 2 2 4 2 2 6 1 1 1 6 6 1 2 6 2 2 6 2 2 2 1 2 2 split_gain=13095.5 4138.93 3031.21 956.112 684.425 470.236 442.818 425.32 378.187 542.74 300.676 289.938 247.295 237.668 614.161 197.864 185.347 281.503 179.059 159.715 159.097 151.711 235.823 142.644 136.337 232.692 134.882 122.836 121.15 198.153 threshold=-1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 0.98936170212765973 0.091372912801484213 0.028778467908902653 0.77442071785552036 0.48581488933601619 0.087337909992372217 24.500000000000004 0.50144508670520238 0.74891304347826104 33.500000000000007 -66.499999999999986 -60.499999999999993 -140.49999999999997 24.500000000000004 23.500000000000004 -188.49999999999997 0.21089696071163824 1.5000000000000002 0.49844720496894418 0.50144508670520238 1.0000000180025095e-35 1.0000000180025095e-35 0.23845060412224586 0.98936170212765973 -65.499999999999986 0.33460559796437661 0.23132664437012262 decision_type=8 2 2 2 2 2 2 2 2 8 2 2 2 10 10 10 2 2 10 2 2 2 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0.0011766494717448501 1.0000000180025095e-35 5.9150000000000009 1.0000000180025095e-35 2.3350000000000004 0.99473056197166454 1.0000000180025095e-35 0.0070173616986721008 2.4350000000000005 3.2950000000000004 0.00014260681928130004 0.3781151175498963 2.9750000000000005 1.0000000180025095e-35 2.5000000000000004 5.4450000000000012 1.0000000180025095e-35 0.51461192965507518 6.1150000000000011 1.0000000180025095e-35 0.9999486804008485 1.0000000180025095e-35 5.5250000000000012 5.5050000000000008 3.9350000000000005 2.5000000000000004 1.5000000000000002 2.5000000000000004 decision_type=2 2 2 2 8 2 10 2 2 2 10 10 2 2 10 2 10 10 2 2 10 2 2 2 8 10 10 10 10 10 left_child=2 3 12 4 14 6 -4 8 10 -7 -3 23 -1 27 -2 19 17 -11 25 -16 21 22 -13 -9 -14 26 -12 -5 -28 -15 right_child=1 7 5 13 -6 9 -8 11 -10 16 18 20 24 29 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.010476333384926243 0.0023753229995116054 0.011857153066165761 0.0029314806830681999 0.0066903014152979471 0.01073070129313549 -0.0042559779595176556 -0.0079600582376773386 0.012925779203871455 0.013213772091420167 0.00040540035538779188 0.0066093044442555419 0.0096230563068977898 -0.0090078123311948671 0.010658638035964797 -0.0049110704826155933 0.013796484263302647 -0.0042311982936758218 0.0061870531955288272 0.017047694439235747 -1.021367347257155e-05 0.013714699052639395 0.017305724520099229 0.015797148655507857 0.014309861551345929 -0.0060929423080836667 0.010716260964644859 0.0034829799345937975 0.00090754586144281958 -0.0039840851779985075 0.0049089404969751968 leaf_weight=35234.927970062941 404.6415863931179 641.15405607223511 227.76083128899336 1303.1370281875134 353.05940197408199 1618.1645375415683 1943.186989042908 16906.151919603348 2001.746034219861 1253.0046476572752 421.82105830311775 438.79233917593956 3014.4663783870637 1052.3924832046032 895.60843213647604 24.116885811090469 209.83001036942005 231.32403332740068 40.40444453060627 299.13179475814104 2301.5728608816862 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7988 142020 670852 13756 10632 8899 14838 12638 4593 8772 29124 17260 11692 112896 51541 4428 3857 8424 2000 5332 is_linear=0 shrinkage=0.01 Tree=150 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 10 11 1 11 10 11 11 10 10 10 11 10 1 10 11 3 10 10 10 10 10 11 10 10 split_gain=89435.4 2955.98 2044.03 947.48 690.811 413.566 269.533 217.921 164.755 362.604 332.85 161.138 140.981 112.217 110.704 87.5646 90.4077 74.4765 57.3441 55.7419 46.5701 44.3571 43.7017 42.069 40.1468 38.4867 51.4632 37.7378 36.8812 36.0717 threshold=0.068259380757808671 0.8784809708595277 0.0011766494717448501 -380.49999999999994 2.4350000000000005 -390.49999999999994 2.4350000000000005 0.0070173616986721008 -8.4999999999999982 0.99766892194747936 3.6650000000000005 0.3781151175498963 0.00014260681928130004 6.1150000000000011 3.9650000000000003 3.3950000000000005 0.9999486804008485 6.5450000000000008 -364.49999999999994 5.6250000000000009 0.65440738201141369 0.94701754385964931 2.4350000000000005 5.4750000000000005 6.7350000000000012 5.7950000000000008 4.9450000000000012 0.99473056197166454 2.4350000000000005 6.1250000000000009 decision_type=2 2 2 10 10 10 10 2 8 2 10 2 2 8 10 10 2 10 10 8 2 2 8 8 8 10 10 2 10 8 left_child=2 3 12 4 22 6 -4 23 13 10 28 -5 -1 27 20 -11 -17 -16 -14 -9 -6 -21 -2 -7 -19 26 -12 -3 -10 -15 right_child=1 8 5 11 14 7 -8 19 9 15 25 -13 18 29 17 16 -18 24 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010466698798636735 0.005378549079168733 0.01443663814644032 0.0028537852347497589 0.0060384737386803599 -0.0029265618494030967 -0.0053245450219412726 -0.0092555671767528529 -0.00048971889703801179 0.012026907634660614 0.012896342361251121 0.0016055193553407099 0.010358409682541578 -0.010303891912429244 0.010093334614432677 -0.0075845447531168236 0.0095959092277345601 0.015531026160094136 0.035818421480289228 -0.0075985472730257797 0.0021270775649634794 0.0034953774515258523 0.010502188695464898 0.011227608981647144 -0.0019625989395317691 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249.677 242.247 276.008 220.433 188.114 180.232 159.674 159.426 151.975 threshold=3.1750000000000003 1.0000000180025095e-35 3.8350000000000004 6.0750000000000011 9.0500000000000025 3.1750000000000003 0.019324122479462254 2.1250000000000004 0.77442071785552036 4.995000000000001 4.9850000000000012 0.25943732193732194 1.0000000180025095e-35 1.0000000180025095e-35 0.98936170212765973 0.63673020527859248 6.9850000000000012 0.92705099778270517 0.11152570480928686 8.0200000000000014 7.035000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.96178188899707895 1.0000000180025095e-35 8.7300000000000022 0.012270400481782552 0.59921259842519692 2.7350000000000008 5.3350000000000009 decision_type=10 2 10 10 10 8 2 10 2 10 10 2 2 2 2 2 10 2 2 10 10 2 2 2 2 10 2 2 10 10 left_child=1 7 13 6 8 28 21 -1 15 10 -8 12 -12 -2 -11 16 27 18 -18 20 -20 24 -6 -24 -4 -19 -15 -5 -3 -23 right_child=2 5 3 4 22 -7 9 -9 -10 14 11 -13 -14 26 -16 -17 17 25 19 -21 -22 29 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.011712379571298162 0.0024849621828286943 0.001875951513973826 -0.0056867233588579662 -0.0034199707327828431 0.0067758249681654842 0.0078339379891339753 -0.0059175047553769204 0.008324868309061156 0.0066961689305391273 -0.0079454444758379275 0.014717459627084855 -0.0090015041141837133 -0.008548993900356355 0.0025791364770533921 -0.00042643180240577416 -0.0070802148588061447 0.011698712700507994 -0.0076157352433594882 0.01056639507217731 0.0072753512719272509 -0.005417827565493887 -0.0018106794769119994 -0.00950748946391561 -0.00055553390173884709 0.010908946118745251 0.013740100980813172 -0.0040470636758650133 0.0068559207889026252 -0.002255980991848908 0.0031702301625386943 leaf_weight=12820.21128989011 2919.0153837203979 1897.5435642339289 1949.810825008899 1844.7559027820826 112.14065799862146 4015.0900835767388 11610.715665023774 6931.0131638348103 950.43433178961277 18098.208025891334 277.60709956660867 233.86274197697639 92.262958973646164 521.06979854777455 546.59316131472588 581.00297089666128 674.99156825244427 532.48907030746341 156.8954768255353 595.87909074500203 645.08947335928679 2369.5811794660985 2384.7077139429748 402.55873284116387 83.46235828101635 44.709817111492157 1934.3037411272526 164.71686049550772 1838.5844849534333 826.13697785511613 leaf_count=76832 21142 14624 19195 24732 772 22963 174888 39431 6246 321791 1370 3940 1719 3960 4904 10416 4393 9170 962 4787 10465 23377 49392 5967 486 222 25844 1278 19146 6766 internal_value=0 0.00867999 -0.00476208 -0.0053456 -0.00199242 0.00398207 -0.00619025 0.0105236 0.000650066 -0.00685519 -0.00552744 0.00197405 0.00891371 0.000143142 -0.00772502 -0.000446468 0.000380703 0.00262395 0.00501463 0.00178706 -0.00229077 -0.00226603 -0.00763479 -0.00821458 -0.0050055 -0.00596151 -0.00264088 -0.00257765 -0.000157412 -0.000523046 internal_weight=0 27502.4 50553 45178.6 9090.37 7751.22 36088.2 19751.2 6190.96 30859.2 12214.4 603.733 369.87 5374.39 18644.8 5240.53 4659.53 2650.05 2072.86 1397.86 801.985 5228.99 2899.41 2787.27 2033.27 577.199 2455.37 2009.47 3736.13 3195.72 internal_count=911180 172996 738184 687238 128802 56733 558436 116263 72671 508612 181917 7029 3089 50946 326695 66425 56009 29999 20607 16214 11427 49824 56131 55359 19681 9392 29804 26010 33770 30143 is_linear=0 shrinkage=0.01 Tree=152 num_leaves=31 num_cat=0 split_feature=1 3 0 0 3 5 3 1 1 5 3 1 1 2 4 5 3 5 5 2 1 1 3 3 3 4 1 1 3 5 split_gain=12315.4 2486.36 1509.76 1228.3 1088.03 958.26 497.618 343.981 326.916 321.99 270.316 233.408 378.775 863.772 230.533 208.751 207.224 331.133 212.96 215.657 206.243 197.576 187.686 165.435 308.417 149.106 225.74 202.325 144.152 141.816 threshold=-1.0000000180025095e-35 0.21498599439775909 1.0000000180025095e-35 1.0000000180025095e-35 0.97385509227614497 2.5000000000000004 0.25108695652173912 -9.4999999999999982 -90.499999999999986 2.5000000000000004 0.33248299319727892 -71.499999999999986 -60.499999999999993 0.12560679611650488 24.500000000000004 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33527 12834 10360 62061 4401 1364 17101 14824 3391 32798 10036 4890 37912 4975 1673 763 2607 internal_value=0 -0.00340745 -0.00455339 0.00465905 -0.0053659 0.0032515 0.00390361 0.000543812 0.00139848 -0.00590106 0.00308163 -0.00537242 -0.00422526 -0.00134364 0.00110014 0.00733677 0.00332073 0.00474079 0.00234384 -0.000884926 -0.00155068 -0.00390573 0.00784251 0.00741958 0.00449406 0.00267376 -0.00055863 0.0028347 0.00940165 0.00307936 internal_weight=0 45146.6 36454.3 32589.4 31442.3 21361 19511.4 5012 8692.29 29038.9 15425 23193.3 10050.5 3137.52 2403.42 11228.4 14937.7 6087.96 8849.71 1659.69 2624.04 2533.45 9870.44 2624.9 1113.2 6068.25 1155.37 726.948 604.072 1706.49 internal_count=911180 648349 570568 262831 519184 187056 163313 51384 77781 493509 134652 382398 156715 41883 25675 75775 129079 48553 80526 18465 29795 36918 65415 19327 9291 47986 10074 5099 4965 15441 is_linear=0 shrinkage=0.01 Tree=153 num_leaves=31 num_cat=0 split_feature=11 11 11 46 10 46 10 11 11 11 11 46 10 11 10 10 46 10 46 11 46 3 38 38 18 10 10 18 10 10 split_gain=87385.8 2911.97 2044.87 689.563 485.03 335.04 230.584 191.452 142.26 142.057 139.252 176.364 141.303 132.855 103.984 66.0227 50.1516 49.7561 55.8608 137.525 49.1638 48.5999 46.7457 45.8301 51.5599 43.2596 49.7691 39.8203 53.8367 33.9784 threshold=0.068259380757808671 0.8784809708595277 0.0011766494717448501 1.0000000180025095e-35 5.9150000000000009 1.0000000180025095e-35 1.6450000000000002 0.0070173616986721008 0.00014260681928130004 0.3781151175498963 0.99473056197166454 1.0000000180025095e-35 3.2950000000000004 0.51461192965507518 2.4350000000000005 2.9150000000000005 1.0000000180025095e-35 6.1150000000000011 1.0000000180025095e-35 0.9999486804008485 1.0000000180025095e-35 0.87439320388349528 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.7050000000000005 5.3550000000000013 1.0000000180025095e-35 5.1450000000000005 5.1850000000000014 decision_type=2 2 2 2 8 2 10 2 2 2 2 2 10 2 10 10 2 10 2 2 2 2 2 2 2 10 10 2 10 10 left_child=2 3 8 4 13 6 -4 -7 -1 -5 11 14 20 15 -3 -2 -10 18 19 -14 -12 -9 27 24 25 -16 -27 -17 -29 -24 right_child=1 10 5 9 -6 7 -8 21 16 -11 12 -13 17 -15 23 22 -18 -19 -20 -21 -22 -23 29 -25 -26 26 -28 28 -30 -31 leaf_value=-0.010453019642450847 0.0012723214169597832 0.01179861121145746 0.0041340289977184084 0.0059997851892779584 0.010660288592102543 -0.0041665283547884678 -0.0077532904766687118 -6.2355942687324667e-05 -0.0098768581584985551 0.010326394724920491 0.012804415958689759 0.013367305485579151 0.0094587008912012036 0.0023496175275877777 0.0074395756166001159 -0.0053132626394623893 -0.0074684319782967112 0.013567633711262619 0.017086173048154418 0.015599161239254693 0.014165987924136633 0.0046375466983430138 -0.0023418745585904329 0.017223384719815337 0.013444086499421559 0.00023593769910116886 0.0089292996808076879 -0.004361509846599226 0.015747162961656146 0.027207369702423809 leaf_weight=34333.07839256525 253.33609360456467 535.46164728701115 177.93273472040892 1457.218855433166 419.91779106855392 1599.3749245330691 1967.7926126942039 1427.4772318378091 1393.1538339182734 1583.4984586760402 16515.704959109426 1588.5238230228424 437.4624097943306 658.8706431761384 303.20638200640678 858.02888417243958 2278.933048568666 2265.2031928151846 1340.7511151582003 2193.9844080656767 3159.2224525660276 260.10849113762379 7.6472501009702665 35.149195283651352 74.174692064523697 274.9799125790596 86.591981455683708 34.621195778250694 21.633633755147457 7.9234088584780693 leaf_count=619311 1080 2932 798 8424 2065 19202 20950 12834 17751 7061 97278 6703 1844 3474 1366 6747 33790 11864 5568 9848 15618 2004 42 144 305 1350 402 227 150 48 internal_value=0 0.0119529 -0.00943261 0.00514268 0.000961665 -0.00369391 -0.00676754 -0.00168745 -0.0102529 0.00825293 0.0132063 0.0111275 0.0134388 -0.00124924 0.00841052 -0.0032533 -0.00838217 0.0147504 0.0154248 0.0145783 0.013023 0.000662043 -0.00448629 0.00606691 0.00553624 0.0046539 0.00231789 -0.00477889 0.00337158 0.0126948 internal_weight=0 34113.1 43437.9 5302.7 2261.98 5432.69 2145.73 3286.96 38005.2 3040.72 28810.4 2898.09 25912.3 1842.06 1309.56 1183.19 3672.09 6237.4 3972.2 2631.45 19674.9 1687.59 929.854 774.102 738.953 664.778 361.572 914.284 56.2548 15.5707 internal_count=911180 184540 726640 29318 13833 55788 21748 34040 670852 15485 155222 13202 142020 11768 6499 8294 51541 29124 17260 11692 112896 14838 7214 3567 3423 3118 1752 7124 377 90 is_linear=0 shrinkage=0.01 Tree=154 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 1 11 11 11 11 1 5 5 6 3 5 11 2 11 6 2 6 3 6 0 5 1 1 11 split_gain=86190.5 2910.7 2046.62 931.791 415.441 212.57 155.798 364.241 154.234 143.585 122.183 58.3169 56.6871 49.7161 49.0642 48.9914 47.469 46.2331 44.052 38.7399 36.948 35.3523 40.7282 35.2693 28.4746 27.4938 26.9799 25.52 284.997 26.7529 threshold=0.068259380757808671 0.8784809708595277 0.0011766494717448501 -380.49999999999994 -390.49999999999994 0.0070173616986721008 -8.4999999999999982 0.99766892194747936 0.3781151175498963 0.00014260681928130004 0.51461192965507518 -364.49999999999994 2.5000000000000004 1.5000000000000002 12.500000000000002 0.87439320388349528 1.5000000000000002 0.97252115607261669 0.92365967365967383 0.015218299813568552 133.50000000000003 0.27207792207792209 401.50000000000006 0.52655075187969935 353.50000000000006 1.0000000180025095e-35 1.5000000000000002 -57.499999999999993 -56.499999999999993 0.99951267242431652 decision_type=2 2 2 10 10 2 8 2 2 2 2 10 10 10 2 2 10 2 2 2 2 2 2 2 2 2 10 10 10 2 left_child=2 3 9 10 19 26 18 17 13 -1 23 -11 15 20 -9 -7 -10 -8 21 -4 -5 22 -3 -2 -18 -12 -6 -20 29 -29 right_child=1 6 4 8 5 12 7 14 16 11 25 -13 -14 -15 -16 -17 24 -19 27 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.010443516622657134 -0.0011716289534012009 0.01397942248598545 -0.0089546036487422962 0.0074139399379963668 -0.0034469412390182035 0.00043133853632538934 0.0053444353061469427 0.012832827504739477 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230.01944345235825 552.44805604964495 21.255289524793628 209.11811104416847 5.9520917385816565 leaf_count=619311 4147 18725 11060 6283 14281 12733 2640 95619 5790 13449 2584 38092 2405 2873 12548 1954 2151 4494 5018 5785 579 14952 48 3697 69 1145 7570 92 1058 28 internal_value=0 0.0118903 -0.00941489 0.00508754 -0.00366763 -0.00179019 0.0131506 0.0126743 0.0081447 -0.0102414 -0.000656165 -0.00835567 0.000523756 0.00596045 0.0130371 0.00115159 0.0101836 0.00770697 0.0142925 -0.00775251 0.00696661 0.0145882 0.0139222 -0.00265935 0.00743308 0.00265277 -0.00426545 0.0125254 0.00957804 -0.020867 internal_weight=0 33950.5 43086.3 5306.51 5417.06 3711.32 28644 20213 3463.18 37669.3 1843.32 3647.02 1918.16 1672.01 18837.3 1692.43 1791.17 1375.72 8431 1705.74 1247.34 7222.55 3788.98 1148.21 464.668 695.111 1793.16 1208.45 236.325 27.2074 internal_count=911180 184540 726640 29318 55788 38943 155222 115301 17745 670852 11573 51541 17092 9735 108167 14687 8010 7134 39921 16845 6862 33725 18773 7844 2220 3729 21851 6196 1178 120 is_linear=0 shrinkage=0.01 Tree=155 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 5 11 2 5 0 2 2 5 2 5 5 2 0 2 38 2 2 2 2 11 2 0 2 split_gain=85006.8 2911.6 2049.01 287.287 198.992 150.013 144.925 56.1654 48.9783 41.3923 40.534 37.205 32.6103 31.6349 27.8539 25.1399 26.0684 23.33 23.31 21.862 21.8896 20.2152 20.1345 23.9145 26.3251 21.1224 19.7991 19.3362 18.3756 18.0483 threshold=0.068259380757808671 0.8784809708595277 0.0011766494717448501 0.3781151175498963 0.0089773964136838514 0.99473056197166454 0.00014260681928130004 2.5000000000000004 0.65440738201141369 0.040202020202020204 2.5000000000000004 1.0000000180025095e-35 0.49844720496894418 0.13712060166532367 1.5000000000000002 0.15018796992481201 2.5000000000000004 1.5000000000000002 0.51869322152341024 1.0000000180025095e-35 0.74891304347826104 1.0000000180025095e-35 0.12560679611650488 1.0000000180025095e-35 0.034723896792862259 0.12062851552946931 2.1584159185294997e-05 1.0000000180025095e-35 1.0000000180025095e-35 0.12560679611650488 decision_type=2 2 2 2 2 2 2 10 2 2 10 2 2 2 8 2 10 10 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 7 17 -3 26 9 15 11 13 27 21 -6 -10 -5 -17 22 -14 20 -7 -11 23 -4 -25 -26 -1 -2 -15 -16 right_child=1 5 4 8 10 19 -8 -9 14 12 -12 -13 18 28 29 16 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.010525458059668124 0.0069425478584310817 0.010934835794914116 -0.0042938500715874583 0.0079136799339412679 0.00069887531079307623 0.013776955000767071 -0.0083291019940710236 -0.0018405390841059219 0.0094470270696787786 0.00077830513347118991 -0.0051681516943314042 0.0029112107639346785 0.0059668619294070916 -0.0024369003468707822 0.010119915645270837 0.0054818528059526715 -0.0005845124000115454 -0.0068518115195289591 0.0025518954822095446 0.012981536332752477 0.012860445815175097 0.020675470741147169 -0.0054691065684259665 0.0095338313895558663 -0.0038688204820492562 0.010933159408036209 -0.0097914708203212276 0.014938525170157329 0.00023143847274705888 0.0050101980085559949 leaf_weight=29516.28345021978 273.95431759953499 2888.9431619793177 393.73684625327587 422.29760160297155 639.43336629495025 11999.435116693377 3622.1949746385217 250.52352998405695 1036.1097341552377 816.00511082261801 288.32640109583735 308.33441160619259 294.06151419132948 1333.3468148112297 91.562464900314808 796.67395314574242 77.74978456646204 858.24517389014363 624.07980193942785 10261.75503924489 3328.8755845725536 5.1383375078439704 1460.8275160081685 27.153350729495287 70.224400341510773 11.174668051302431 4197.7716898471117 33.996293462812901 320.02777133882046 282.10114102810621 leaf_count=551127 1344 13202 3489 1937 4562 63215 51541 1954 4695 5768 3099 1508 1610 12799 417 4095 487 11335 3869 59621 19184 35 16893 318 940 128 68184 198 2225 1401 internal_value=0 0.0118271 -0.00939695 0.00503083 -0.00364084 0.0130949 -0.0102299 0.00266102 0.00731273 0.00313978 -0.00163432 0.00536671 0.00235071 -0.00118993 0.0086029 0.00591008 0.00494246 -0.00547652 0.00364564 0.0133388 0.0135779 0.000902812 -0.00487526 -0.00314815 0.00100748 -0.00183677 -0.0104341 0.00782527 -0.00192042 0.00626228 internal_weight=0 33791.6 42738.7 5312.59 5402.5 28479 37336.3 2606.09 2706.49 2355.57 2581.13 616.285 1739.28 2292.81 1409.77 1296.72 874.424 2821.36 918.141 25590.1 15328.3 821.143 1963.12 502.289 108.552 81.3991 33714.1 307.951 1653.37 373.664 internal_count=911180 184540 726640 29318 55788 155222 670852 16286 13032 14332 22685 3050 11282 19586 6513 6519 4582 33103 5479 142020 82399 5803 21768 4875 1386 1068 619311 1542 15024 1818 is_linear=0 shrinkage=0.01 Tree=156 num_leaves=31 num_cat=0 split_feature=10 10 10 10 10 2 0 2 5 10 5 2 10 3 0 3 10 10 10 2 0 0 10 10 3 0 2 3 5 10 split_gain=30217.9 1367.96 1332.62 1223.12 1279.56 898.483 376.424 375.413 399.5 360.172 377.344 341.67 299.907 443.829 280.083 236.712 211.556 193.221 330.764 369.277 170.72 157.464 154.34 245.323 142.69 138.569 126.156 124.032 118.833 118.029 threshold=3.1750000000000003 3.8350000000000004 2.1250000000000004 6.0750000000000011 9.0500000000000025 0.019324122479462254 1.0000000180025095e-35 0.77442071785552036 1.5000000000000002 6.9850000000000012 2.5000000000000004 0.98936170212765973 8.0200000000000014 0.90045045045045058 1.0000000180025095e-35 0.96178188899707895 2.8250000000000006 4.995000000000001 4.9850000000000012 0.25943732193732194 1.0000000180025095e-35 1.0000000180025095e-35 4.495000000000001 4.4750000000000005 1.0000000180025095e-35 1.0000000180025095e-35 0.52404068423485917 0.78956442831215978 3.5000000000000004 4.3550000000000013 decision_type=10 10 10 10 10 2 2 2 10 10 10 2 10 2 2 2 10 10 10 2 2 2 10 10 2 2 2 2 10 10 left_child=2 20 25 5 7 14 11 8 21 28 26 17 24 -14 -3 -6 -4 18 29 27 -2 -5 23 -8 -12 -1 -11 -20 -10 -7 right_child=1 3 16 4 15 6 22 -9 9 10 12 -13 13 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0093903612262545098 -0.0010886958640812445 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4387.2865696586668 16289.037372641265 266.99942531064153 198.22703268751502 1659.1990329511464 234.29782041534781 2589.1726265624166 183.85086359456182 400.64416014775634 7415.8156441599131 50.979059863835573 42.380168117582798 365.54156770929694 6716.5193300768733 leaf_count=61338 38722 19180 33141 27654 50160 36982 6431 6246 10831 5583 191 4579 3044 3246 30644 5971 33220 305097 1973 3572 12224 1782 32667 1109 7228 45297 851 734 6015 115468 internal_value=0 -0.00468139 0.00851187 -0.00525939 -0.0019326 -0.00609653 -0.00676 0.000657311 -0.000408344 0.00180877 0.00453534 -0.00716097 0.000649466 0.0050201 -0.0022371 -0.00752804 0.00550768 -0.00732273 -0.00620762 0.00165123 0.000129532 -0.00393872 -0.00362459 0.000197694 -0.00570148 0.0101653 0.00963709 0.00847852 -0.00240473 -0.00664025 internal_weight=0 49194.6 26827.8 43918.1 8829.62 35088.5 29941.4 6035.85 5103.95 3135.08 1903.39 26546.5 1080.45 640.004 5147.17 2793.76 9523.8 26017.5 9728.49 507.607 5276.47 1968.87 3394.87 805.697 440.442 17304 822.948 309.38 1231.69 9220.88 internal_count=911180 738184 172996 687238 128802 558436 508612 72671 66425 36989 20143 468405 13709 6290 49824 56131 66361 463826 158729 6279 50946 29436 40207 7540 7419 106635 6434 2707 16846 152450 is_linear=0 shrinkage=0.01 Tree=157 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 10 11 11 1 10 11 11 10 10 10 1 5 5 10 1 1 11 1 10 11 10 3 10 10 split_gain=83393.7 2889.32 2048.45 913.511 647.424 412.45 256.903 207.699 152.368 257.127 267.876 148.651 145.95 124.454 102.453 71.8009 58.433 56.3443 54.488 69.0335 53.7094 45.6936 75.2315 92.9331 51.5974 43.4576 43.1911 40.787 40.4814 39.5417 threshold=0.068259380757808671 0.8784809708595277 0.0011766494717448501 -380.49999999999994 2.4350000000000005 -390.49999999999994 2.4350000000000005 0.0070173616986721008 0.99473056197166454 -3.4999999999999996 3.6650000000000005 0.51461192965507518 0.00014260681928130004 3.2950000000000004 3.9650000000000003 6.5450000000000008 -364.49999999999994 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204.449 156.859 250.633 147.297 146.078 116.277 106.167 58.3444 56.3528 49.929 38.4654 36.0393 34.9614 34.0507 33.6664 31.2459 33.9993 30.9873 27.9021 23.9943 20.3455 18.1337 17.6391 16.0966 16.6743 threshold=0.068259380757808671 0.8784809708595277 0.0011766494717448501 -380.49999999999994 -390.49999999999994 0.0070173616986721008 0.99473056197166454 -3.4999999999999996 0.00014260681928130004 0.51461192965507518 0.51461192965507518 -380.49999999999994 -364.49999999999994 0.99989646673202526 0.96352549889135264 0.015218299813568552 0.94754041967664271 0.50155279503105599 0.97252115607261669 0.52655075187969935 0.091229193341869366 0.90501253132832093 0.18897357583045957 0.026551560498774003 0.52655075187969935 2.1584159185294997e-05 0.94701754385964931 -78.499999999999986 0.99261982570806107 -74.499999999999986 decision_type=2 2 2 10 10 2 2 8 2 2 2 10 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 10 left_child=2 3 8 10 15 26 7 -3 25 16 19 13 -10 -8 23 -4 22 -15 24 -2 -13 -22 -5 -7 -9 -1 -6 -11 29 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1077.4431350529194 636.26102110743523 691.60272730141878 2288.9450285881758 2488.5452094227076 11612.949287265539 30.737001940608025 655.31164404004812 260.57968782633543 5520.4570827335119 561.26438455283642 477.41071143001318 3146.4458989948034 1088.4126301407814 1027.2535655274987 693.79149480164051 160.06449200212955 4115.0827230773866 149.85085815191269 738.30946904420853 162.44335935264826 2.8069470003247252 leaf_count=551127 4147 7629 11060 5198 20294 10114 8502 1813 13449 2803 3729 11850 38092 71643 235 5785 1226 29497 2947 3697 14198 6330 5347 5675 813 68184 1557 3171 1044 24 internal_value=0 0.0116933 -0.00935609 0.0049331 -0.0035828 -0.00172047 0.0129737 0.0107602 -0.0102038 0.0079074 -0.000708565 0.0132265 -0.00827322 0.0128422 0.000545895 -0.00767137 0.00625018 0.0130052 0.00692772 -0.00266884 0.0143244 0.0148332 0.00575777 1.81573e-07 0.00505561 -0.0104128 -0.00416891 0.0104424 0.00532775 0.0116344 internal_weight=0 33347.7 41882.9 5310.38 5362.63 3684.4 28037.3 2873.4 36520.3 3477.2 1833.19 25163.9 3565.99 18640.1 1913.34 1678.24 2102.63 17133.4 1070.6 1141.59 6523.8 4234.86 1842.05 1717.35 509.335 32954.3 1771.06 1374.57 195.987 33.5439 internal_count=911180 184540 726640 29318 55788 38943 155222 13202 670852 17745 11573 142020 51541 109642 17092 16845 11771 101140 5573 7844 32378 20528 10545 15789 2626 619311 21851 5974 1303 259 is_linear=0 shrinkage=0.01 Tree=159 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 10 11 11 1 10 11 11 10 10 10 1 5 10 1 5 5 10 10 46 11 1 10 10 10 split_gain=81135.1 2887.81 2052.09 870.43 643.841 403.744 256.155 201.222 162.261 245.447 265.493 148.65 145.695 110.748 107.072 64.0592 58.2582 53.4245 66.8616 49.421 48.284 46.8501 43.3242 42.1278 49.6007 141.351 43.9861 47.2663 50.9592 41.3795 threshold=0.068259380757808671 0.8784809708595277 0.0011766494717448501 -1.0000000180025095e-35 2.4350000000000005 -390.49999999999994 1.8450000000000004 0.0070173616986721008 0.99473056197166454 -3.4999999999999996 3.6650000000000005 0.00014260681928130004 0.3781151175498963 3.2950000000000004 3.9650000000000003 5.7250000000000005 -364.49999999999994 2.5000000000000004 5.4750000000000005 -32.499999999999993 2.5000000000000004 1.5000000000000002 2.4350000000000005 6.1150000000000011 1.0000000180025095e-35 0.9999486804008485 -348.49999999999994 4.955000000000001 5.3550000000000013 7.5550000000000006 decision_type=2 2 2 8 10 10 10 2 2 8 10 2 2 10 10 10 10 10 10 8 10 10 8 10 2 2 10 10 10 10 left_child=2 3 11 12 22 6 -4 -7 9 -3 -11 -1 21 19 -6 -16 -13 18 -9 -10 29 -2 -5 24 25 26 27 -15 -29 -14 right_child=1 8 5 4 14 7 -8 17 13 10 -12 16 20 23 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.010403494859341696 0.0066585576254726865 0.012921466654654519 0.0045077974676477261 0.0050029524528977798 -0.0014206852937903611 -0.004140840965839789 -0.0088989175706683226 0.00030247773925273709 0.014105448184014822 0.0098821385093687802 -0.0013813131790061611 -0.010197531089802751 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leaf_count=619311 6887 7629 674 906 2915 21851 16171 12343 12431 4142 1431 13449 6863 1077 5793 332 38092 2405 2344 100465 899 2908 1527 11864 5568 9848 406 157 204 288 internal_value=0 0.0116324 -0.00933814 0.00487826 -0.000733442 -0.00355644 -0.00763527 -0.00170573 0.0129207 0.0106683 0.00687159 -0.0101924 0.00779587 0.0131792 -0.00453645 -0.00719808 -0.0082466 0.000540258 0.00114646 0.0128009 0.00977071 0.00568666 0.00857603 0.0143501 0.0149726 0.0141652 0.00896498 0.00724454 0.000938336 0.0103249 internal_weight=0 33188 41545.7 5316.33 1818.55 5348.52 1669.36 3679.16 27871.7 2869.19 1068.56 36197.1 3497.77 25002.5 1291.12 696.304 3541.85 1913.9 1691.25 18897.2 1806.43 1691.34 527.434 6105.23 3909.76 2582.71 434.726 336.336 87.8204 1620.25 internal_count=911180 184540 726640 29318 11473 55788 16845 38943 155222 13202 5573 670852 17845 142020 9040 6125 51541 17092 14687 112896 8050 9795 2433 29124 17260 11692 1844 1438 361 7151 is_linear=0 shrinkage=0.01 Tree=160 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 10 11 11 1 10 11 11 10 10 10 1 10 1 6 11 1 10 10 11 10 10 10 11 10 split_gain=80034.7 2884.99 2053.57 849.314 624.987 399.679 254.08 198.041 166.754 239.351 261.904 150.002 141.755 104.076 100.357 69.9082 58.1741 50.6675 47.4555 44.9054 42.5137 133.308 53.8719 42.372 42.0594 40.3768 39.9903 37.3899 37.3565 37.2796 threshold=0.068259380757808671 0.8784809708595277 0.0011766494717448501 -380.49999999999994 2.4350000000000005 -390.49999999999994 2.4350000000000005 0.0070173616986721008 0.99473056197166454 -3.4999999999999996 3.6650000000000005 0.00014260681928130004 0.51461192965507518 3.2950000000000004 3.9650000000000003 6.5450000000000008 -364.49999999999994 5.6250000000000009 -32.499999999999993 105.50000000000001 0.99989646673202526 -380.49999999999994 7.0450000000000008 2.4350000000000005 0.65440738201141369 5.4750000000000005 2.4350000000000005 5.7950000000000008 0.18897357583045957 6.7350000000000012 decision_type=2 2 2 10 10 10 10 2 2 8 10 2 2 10 10 10 10 10 8 2 2 10 10 8 2 8 10 10 2 8 left_child=2 3 11 4 23 6 -4 25 9 -3 26 -1 19 18 24 -16 -13 -9 -10 28 21 -15 -22 -2 -6 -7 -11 -12 -5 -17 right_child=1 8 5 12 14 7 -8 17 13 10 27 16 -14 20 15 29 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010394264402001896 0.0049577416823545538 0.01280858296383643 0.0026973222376072176 0.0049667050678443431 -0.0029492536513299225 -0.0050840621167516668 -0.0090901630403256994 -0.00012768708986951509 0.014045813511801824 0.011511160530107332 -0.0024471992142208682 -0.010177949530843531 0.010213404019634413 0.0070890424970377073 -0.0074409784872447125 0.033754456218661702 -0.0073754018435497623 0.0045302436759025446 0.012566575556461537 0.0014336910808114805 0.015432962276501726 0.014301252491191199 0.012938656164990995 0.010768507622164592 0.0031578561580883338 -0.0017500898642800646 0.0067799979816669754 0.010770742510524378 0.0077751931740852398 0.0013018264755537739 leaf_weight=32358.934945922345 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555.33602002263069 470.0884575471282 225.81169489771128 3101.4054393172264 1075.3874788433313 592.61837457492948 162.1304759606719 291.89162165671587 leaf_count=593705 7650 7562 11936 2762 15866 12733 8502 2626 5337 19487 2561 11850 87534 54321 1381 2405 1954 694 5785 13606 667 67 2947 3665 1138 14160 6368 8448 1347 2116 internal_value=0 0.0115163 -0.0093026 0.00477816 -0.00365067 -0.00184788 0.0128179 0.010501 0.00761053 -0.0101921 -0.000723697 0.0130861 0.0127229 -0.00865489 0.00599185 0.000529084 0.0011291 0.00692464 -0.00767463 0.0128897 0.0100954 0.0126975 0.00678311 -0.00264773 0.00244725 0.0141185 0.0146047 -0.00421484 -0.00120986 0.00326286 internal_weight=0 32857.3 40878.1 5319.54 5558.5 3838.71 27537.7 2856.97 3511.71 35319.6 1807.83 24680.8 18256.9 4780.36 2126.5 1915.31 1693.17 1584.8 1719.79 16775.6 1385.21 1795.95 1061.01 1125.14 682.696 6423.83 4176.79 1923.4 655.048 541.697 internal_count=911180 184540 726640 29318 59127 41406 155222 13202 17845 667513 11473 142020 109642 73808 11841 17092 14687 8344 17721 101140 6004 7629 5573 7774 3699 32378 20528 24314 4109 3497 is_linear=0 shrinkage=0.01 Tree=162 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 11 1 11 11 11 1 11 1 3 11 6 6 6 11 6 3 11 0 11 3 2 2 2 1 split_gain=77876.6 2881.95 2057.44 809.857 398.8 212.607 176.537 228.755 138.834 131.949 108.205 88.3611 58.0953 55.3733 47.473 41.9492 39.7622 36.0403 34.2577 33.3513 32.7319 31.9087 29.1042 28.1366 27.304 27.1301 28.2275 26.6616 25.4533 41.3295 threshold=0.068259380757808671 0.8784809708595277 0.00099748477805400022 -1.0000000180025095e-35 -390.49999999999994 0.0070173616986721008 0.99473056197166454 -3.4999999999999996 0.3781151175498963 6.4727209974080338e-05 0.51461192965507518 -380.49999999999994 0.99989646673202526 -351.49999999999994 0.96352549889135264 0.015218299813568552 8.5000000000000018 455.50000000000006 414.50000000000006 0.97252115607261669 105.50000000000001 0.52655075187969935 0.65440738201141369 1.0000000180025095e-35 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154.216 149.894 257.904 145.03 142.894 141.397 134.461 threshold=3.1750000000000003 -32.499999999999993 30.500000000000004 6.0550000000000006 -71.499999999999986 3.8350000000000004 3.1750000000000003 -11.499999999999998 4.2350000000000012 2.1250000000000004 1.0000000180025095e-35 -37.499999999999993 1.5000000000000002 -1.0000000180025095e-35 1.5000000000000002 -361.49999999999994 6.9850000000000012 0.028778467908902653 1.0000000180025095e-35 -3.4999999999999996 1.0000000180025095e-35 4.5750000000000011 -300.49999999999994 2.7350000000000008 -60.499999999999993 6.2550000000000008 0.012270400481782552 4.9050000000000011 -302.49999999999994 -270.49999999999994 decision_type=10 8 2 10 8 10 8 10 10 10 2 8 2 8 2 10 10 2 2 8 2 10 10 10 8 10 2 10 10 10 left_child=1 6 3 5 12 15 23 16 13 -3 11 18 -5 -4 21 -2 24 -10 -7 -11 -8 22 28 -1 -6 -26 -17 -13 -12 -23 right_child=2 9 8 4 7 10 20 -9 17 19 14 27 -14 -15 -16 26 -18 -19 -20 -21 -22 29 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0015899679731051731 0.0034346425627486098 0.011412509530834907 -0.0062381738878736891 0.0013008744184174459 0.0080579005812767401 0.0038071173110534647 0.004578844261241429 -0.010081375708164088 -0.0023702481587624465 -0.0012346259010430692 -6.878425201801301e-05 -0.0023856617981136787 -0.0065047688357748766 0.0018066699449206694 -0.0067805771093252393 0.0026796353423886826 0.0099013175460711342 -0.0085716616431968096 -0.0016514990459636559 0.0084761408668607725 0.0094152780315174631 -0.0065555364385019915 -0.0048447480320820266 -0.0025180373269166707 -0.011555592370999108 0.0043123572312788747 -0.0034804362858539633 -0.0081096956684873264 0.015547868721045648 -0.0037638589796864241 leaf_weight=1826.3215996846557 1936.5368753112853 12340.170336864889 1176.1511406227946 898.70160792022943 345.26597910001874 1264.0064680203795 2035.1191790178418 281.3734048679471 589.62480334565043 214.06173930689692 1047.8638238310814 661.20807841047645 1928.774439830333 782.26615899428725 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2748.87 6449.35 3305.72 9107.16 2043.8 3655.35 825.529 480.263 1957.75 1942.38 1109.24 7063.36 internal_count=911180 172996 738184 441253 68807 372446 55229 23038 296931 117767 337005 46091 45769 27777 290914 35441 16616 269154 24615 38312 20269 129392 23964 34960 6383 4215 22706 21476 9684 105428 is_linear=0 shrinkage=0.01 Tree=164 num_leaves=31 num_cat=0 split_feature=11 11 11 10 11 11 10 11 11 10 11 10 10 11 10 11 3 3 0 10 6 6 10 4 10 6 0 10 6 6 split_gain=76363.9 2857.29 2059.43 256.992 254.833 178.671 149.355 144.602 133.222 90.665 85.6401 67.4518 56.7621 45.7658 48.8536 41.2305 40.4761 40.4419 40.402 40.2961 39.0746 33.4069 32.2947 32.2108 30.6087 27.9411 27.8718 27.4427 25.7212 24.3243 threshold=0.068259380757808671 0.8784809708595277 0.00099748477805400022 5.6250000000000009 0.3781151175498963 0.99473056197166454 5.5050000000000008 0.0089773964136838514 6.4727209974080338e-05 3.2950000000000004 0.0055486904457211009 5.2550000000000008 5.5250000000000012 0.99989646673202526 7.0450000000000008 0.65440738201141369 0.95030864197530873 0.16749174917491746 1.0000000180025095e-35 4.8650000000000011 1.5000000000000002 401.50000000000006 4.1150000000000011 28.500000000000004 9.0500000000000025 3.5000000000000004 1.0000000180025095e-35 5.535000000000001 1.0000000180025095e-35 438.50000000000006 decision_type=2 2 2 8 2 2 8 2 2 10 2 8 8 2 10 2 2 2 2 8 2 2 10 10 10 2 2 8 2 2 left_child=2 4 8 7 6 19 17 -4 -1 25 -5 15 -10 -11 -15 -6 -12 18 23 -3 28 -21 26 -2 29 -7 -9 -8 -19 -13 right_child=1 5 3 10 11 9 27 22 12 13 16 24 -14 14 -16 -17 -18 20 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010412955121461011 -0.0022336419824689185 0.0088442169638267114 -0.0063831451073986132 -0.0024817871593550943 0.0041651569525552939 0.012443693839384738 0.020664157386530616 -0.0024589988757013166 -0.0091353560531673202 0.012605378144354348 0.002023639316129523 0.0087966905253162881 -0.0063390623097323018 0.015205482009133679 0.012802578899905106 0.007210151462234176 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4097 624 3399 1304 8036 6275 75 12924 863 188 18110 1581 3080 1099 59 internal_value=0 0.011387 -0.00926022 -0.00358607 0.00468677 0.0127029 0.00245872 -0.00469038 -0.0101665 0.012981 0.000633169 0.00683674 -0.00860132 0.0140483 0.0145776 0.00569629 0.0030361 0.00116464 0.00378005 0.0103309 0.000399377 0.0112845 -0.00273626 0.00711042 0.00902135 0.0126306 -0.00125986 0.00687652 0.00204082 0.00861933 internal_weight=0 32407.8 40049.3 5515.6 5319.83 27088 2612.48 4371.45 34533.7 24245.6 1144.15 2707.35 4698.36 5991.83 4383.66 1778.77 645.898 2020.6 457.392 2842.41 1563.21 1731.69 2029.08 202.776 928.585 18253.8 856.32 591.879 752.306 885.184 internal_count=911180 184540 726640 59127 29318 155222 16286 49714 667513 142020 9413 13032 73808 29124 21966 8548 4586 13108 2335 13202 10773 8111 19163 1031 4484 112896 6239 3178 4498 4296 is_linear=0 shrinkage=0.01 Tree=165 num_leaves=31 num_cat=0 split_feature=1 6 6 2 2 2 5 0 2 2 0 5 6 1 1 2 2 4 5 6 5 6 1 5 4 5 0 5 1 46 split_gain=10177.5 3422.76 2430.8 750.472 518.084 436.47 421.73 420.435 428.483 391.522 341.779 315.49 230.953 212.104 519.274 208.491 206.061 201.301 191.026 178.438 223.782 204.865 175.028 173.042 309.284 170.694 147.699 139.363 135.075 143.033 threshold=-1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 0.98936170212765973 0.091372912801484213 0.028778467908902653 3.5000000000000004 1.0000000180025095e-35 0.77442071785552036 0.48581488933601619 1.0000000180025095e-35 2.5000000000000004 33.500000000000007 -66.499999999999986 -60.499999999999993 0.50144508670520238 0.74891304347826104 21.500000000000004 1.5000000000000002 24.500000000000004 1.5000000000000002 23.500000000000004 -140.49999999999997 1.5000000000000002 24.500000000000004 8.5000000000000018 1.0000000180025095e-35 2.5000000000000004 -9.4999999999999982 1.0000000180025095e-35 decision_type=8 2 2 2 2 2 10 2 2 2 2 10 2 10 10 2 2 10 10 2 10 2 10 8 10 10 2 10 8 2 left_child=1 4 9 5 10 22 19 8 -6 18 23 15 13 26 -15 -11 -17 -12 -2 21 -21 -4 -3 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internal_weight=0 41814.1 30159.1 23311.9 18502.1 22498.8 9533.35 12053.4 8383.59 20625.7 6448.7 11037.8 20702.5 8921.6 2954.64 10733.2 5728.18 3643.84 9587.9 8866.09 4890.7 3975.39 1796.32 2804.87 1680.44 1958.53 5966.96 11780.9 3669.83 3550.84 internal_count=911180 648349 262831 438255 210094 432026 106305 151933 116065 156526 58161 81171 407707 161866 48087 77900 43001 35077 75355 94985 57498 37487 24319 23084 14617 17644 113779 245841 35868 33478 is_linear=0 shrinkage=0.01 Tree=166 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 10 11 11 1 10 11 11 10 10 10 10 5 5 10 11 1 10 10 1 10 5 10 11 5 split_gain=75059.8 2847.12 2059.84 811.953 607.336 403.715 251.506 207.681 182.556 230.773 258.639 134.431 133.302 100.619 85.1065 62.6283 57.067 51.6619 51.2606 63.5195 45.9282 133.538 46.1994 42.5355 41.9402 41.1561 38.9065 38.6503 38.4734 37.6016 threshold=0.068259380757808671 0.8784809708595277 0.00099748477805400022 -1.0000000180025095e-35 2.4350000000000005 -390.49999999999994 1.8450000000000004 0.0070173616986721008 0.99473056197166454 -3.4999999999999996 3.6650000000000005 6.4727209974080338e-05 0.51461192965507518 3.9650000000000003 3.2950000000000004 5.7250000000000005 5.5250000000000012 1.5000000000000002 2.5000000000000004 5.4750000000000005 0.99989646673202526 -380.49999999999994 7.0450000000000008 2.4350000000000005 -32.499999999999993 2.4350000000000005 2.5000000000000004 3.1750000000000003 0.65440738201141369 5.5000000000000009 decision_type=2 2 2 8 10 10 10 2 2 8 10 2 2 10 10 10 8 10 10 10 2 10 10 8 8 10 10 10 2 8 left_child=2 3 11 12 23 6 -4 -7 9 -3 25 -1 17 28 24 -15 -13 -2 19 -9 21 -16 -22 -5 -10 -11 -14 -8 -6 -17 right_child=1 8 5 4 13 7 27 18 14 10 -12 16 26 15 20 29 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010403467550739173 0.0067727703995934729 0.012431127982864561 0.0043288437655683949 0.0047489562451450036 -0.0029879025733397604 -0.0040909601151898267 -0.0056660628401621997 0.0003502464741707881 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21966 2433 112896 4142 6004 17034 2915 332 is_linear=0 shrinkage=0.01 Tree=167 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 10 11 11 1 10 11 11 10 1 10 10 11 10 10 10 5 5 10 10 10 10 5 11 10 split_gain=74048.9 2844.03 2061.17 792.546 597.055 399.821 248.649 204.395 186.921 225.172 255.202 135.694 131.069 99.6005 80.9491 84.8329 61.8516 60.179 87.5799 86.3659 57.1752 50.3907 50.3261 61.9318 42.1631 41.1424 38.8689 38.0882 37.737 37.4795 threshold=0.068259380757808671 0.8784809708595277 0.00099748477805400022 -1.0000000180025095e-35 2.4350000000000005 -390.49999999999994 1.8450000000000004 0.0070173616986721008 0.99473056197166454 -3.4999999999999996 3.6650000000000005 6.4727209974080338e-05 0.51461192965507518 3.9650000000000003 -380.49999999999994 6.1150000000000011 5.7250000000000005 0.99989646673202526 4.0250000000000012 3.3550000000000004 5.5250000000000012 1.5000000000000002 2.5000000000000004 5.4750000000000005 2.4350000000000005 2.4350000000000005 3.1750000000000003 2.5000000000000004 0.65440738201141369 5.4750000000000005 decision_type=2 2 2 8 10 10 10 2 2 8 10 2 2 10 10 8 10 2 10 10 8 10 10 10 8 10 10 10 2 8 left_child=2 3 11 12 24 6 -4 29 9 -3 25 -1 21 28 17 -16 -15 18 -10 -19 -13 -2 23 -9 -5 -11 -8 -14 -6 -7 right_child=1 8 5 4 13 7 26 22 14 10 -12 20 27 16 15 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010395034269739051 0.0066878212221388161 0.012325780706733198 0.0042832979210515451 0.0047060646917867471 -0.0029610383072705532 -0.0049648033148600107 -0.0056255873509169045 0.0003466633682492857 0.011580438593704357 0.011270442496348232 -0.0015501305008053495 -0.0090928305064686687 0.010305204898182652 -0.0078939560747362907 0.015448087311400857 0.013008204066009036 0.0041561076510871625 0.012414636572057075 0.0045051536503878118 0.01450906939796137 -0.0062679022958439679 0.0031607908882802667 -0.0039300211576729673 0.0056502049023721412 0.010540619714660301 0.006415890967035022 -0.0096220474266199077 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threshold=-1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 0.98936170212765973 0.091372912801484213 0.028778467908902653 3.5000000000000004 1.0000000180025095e-35 0.77442071785552036 0.48581488933601619 1.0000000180025095e-35 2.5000000000000004 33.500000000000007 -66.499999999999986 -60.499999999999993 0.50144508670520238 0.74891304347826104 20.500000000000004 1.5000000000000002 -140.49999999999997 24.500000000000004 1.5000000000000002 23.500000000000004 1.5000000000000002 24.500000000000004 8.5000000000000018 1.0000000180025095e-35 2.5000000000000004 -9.4999999999999982 5.5000000000000009 decision_type=8 2 2 2 2 2 10 2 2 2 2 10 2 10 10 2 2 10 10 10 2 10 2 8 10 10 2 10 10 10 left_child=1 4 9 5 10 19 20 8 -6 18 23 15 13 26 -15 -11 -17 -12 -2 -3 22 -22 -4 24 -1 -20 -7 -14 -9 -5 right_child=2 3 6 29 7 12 -8 28 -10 11 17 -13 27 14 -16 16 -18 -19 25 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.006560088940466985 0.0054802225691300598 -0.0055685334123734762 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1744.8673755452037 1158.2723432034254 3750.4576309211552 1070.6835759133101 215.47450168803334 1107.1539647430182 1383.688216779381 186.79360299929976 445.44345586001873 2723.5983466953039 116.15678535029292 289.95936290174723 leaf_count=4126 57711 10837 36201 4322 104549 107826 11320 33478 11516 34899 9557 3271 180170 8721 39366 18954 24047 25520 16374 13482 40660 16838 1286 8467 10491 1270 5953 65671 2390 1907 internal_value=0 -0.00317292 0.00433609 -0.00570348 -5.32971e-06 -0.00604128 0.000222596 -0.00120685 -0.00242431 0.0062409 0.00223773 0.00751855 -0.00645393 -0.00523912 -0.00305861 0.00780065 0.00650347 0.00024959 0.00477429 -0.00132216 0.000790756 -0.000466467 0.00233571 0.00482123 0.00282657 0.00202724 -0.00632282 -0.007377 0.00156794 0.00357569 internal_weight=0 41138.9 29691.8 22869.1 18269.9 22065.8 9397.5 11897.1 8268.99 20294.3 6372.81 10845.8 20291.5 8761.28 2908.68 10545.6 5636.61 3601.37 9448.42 1774.31 8744.39 4821.14 3923.25 2771.44 1664.29 1931.66 5852.6 11530.2 3628.07 803.293 internal_count=911180 648349 262831 438255 210094 432026 106305 151933 116065 156526 58161 81171 407707 161866 48087 77900 43001 35077 75355 24319 94985 57498 37487 23084 14617 17644 113779 245841 35868 6229 is_linear=0 shrinkage=0.01 Tree=169 num_leaves=31 num_cat=0 split_feature=11 11 11 46 46 11 11 46 11 11 11 46 11 46 5 11 3 6 5 5 3 38 6 4 3 6 4 5 11 3 split_gain=72795.7 2831.48 2061.59 562.645 322.217 189.895 176.546 146.547 136.921 135.683 115.182 65.7209 61.1188 50.9304 47.3942 43.1142 38.3854 37.4245 37.0071 36.7588 32.9013 38.9748 30.1736 31.6455 53.2047 31.5378 26.7763 26.6079 26.2032 26.1226 threshold=0.068259380757808671 0.8784809708595277 0.00099748477805400022 1.0000000180025095e-35 1.0000000180025095e-35 0.99473056197166454 0.0070173616986721008 1.0000000180025095e-35 6.4727209974080338e-05 0.51461192965507518 0.3781151175498963 1.0000000180025095e-35 0.015218299813568552 1.0000000180025095e-35 2.5000000000000004 0.99989646673202526 0.87439320388349528 8.5000000000000018 2.5000000000000004 2.5000000000000004 0.51739261947973392 1.0000000180025095e-35 133.50000000000003 26.500000000000004 0.42907444668008049 18.500000000000004 18.500000000000004 1.5000000000000002 0.97252115607261669 0.091229193341869366 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 10 10 2 2 2 10 2 2 8 10 2 2 left_child=2 3 8 9 12 7 27 28 -1 20 18 15 -4 -10 16 -7 -8 -17 22 -12 -2 -22 23 24 -5 -26 -11 -6 -3 -13 right_child=1 5 4 10 6 11 14 -9 13 26 19 29 -14 -15 -16 17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.010385692856503759 0.00011996436783868461 0.0060886070336710601 -0.0078625277075546375 -0.004897472798132691 -0.0030072364616235327 0.010976143046454143 0.00063562123397900225 0.012140923519595028 -0.0098533746574115521 0.011179867473486774 0.009697057971174464 0.012852680114159735 -0.0043423417024116735 -0.0076886440747694074 -0.0038416542999976694 0.012480860586962997 0.0050215328625103492 0.013798758455560518 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5633 460 211 4197 7820 3367 19129 internal_value=0 0.0112037 -0.00920019 0.00454543 -0.00350153 0.0125422 -0.00156932 0.0100889 -0.0101306 0.000716213 0.00730847 0.0128347 -0.00655725 -0.00852513 0.000723292 0.0125336 0.00134293 0.0126889 0.00530497 0.00916962 -0.00120861 -0.00299588 0.00583858 0.0062545 0.00236199 0.00646217 0.00387883 -0.00387264 0.00755549 0.0137581 internal_weight=0 31773.1 38884.7 5317.86 5457.34 26455.2 3343.29 2818.96 33427.4 2228.9 3088.96 23636.2 2114.05 4583.95 1675.54 17823.3 1475.29 16207.1 1487.59 1601.37 1385.6 590.807 1334.81 1239.92 178.749 114.231 843.298 1667.75 1261.52 5812.96 internal_count=911180 184540 726640 29318 59127 155222 36190 13202 667513 13833 15485 142020 22937 73808 14838 111550 12638 102234 8424 7061 9396 4476 7356 6643 1010 671 4437 21352 6499 30470 is_linear=0 shrinkage=0.01 Tree=170 num_leaves=31 num_cat=0 split_feature=1 1 1 4 4 1 1 1 1 8 4 4 1 1 1 1 1 4 1 4 38 1 1 1 1 1 1 4 1 1 split_gain=9411.89 789.817 388.758 148.213 131.139 169.619 337.699 158.229 276.86 129.987 102.381 95.4405 83.2035 75.5667 69.4422 181.984 118.839 67.9085 50.8975 43.4942 43.6426 42.7631 40.1521 96.8865 34.9142 166.766 368.315 39.4364 36.3725 52.9458 threshold=-1.0000000180025095e-35 -90.499999999999986 -8.4999999999999982 29.500000000000004 20.500000000000004 -60.499999999999993 -65.499999999999986 -32.499999999999993 -30.499999999999996 1.0000000180025095e-35 29.500000000000004 42.000000000000007 -31.499999999999996 -89.499999999999986 -68.499999999999986 -60.499999999999993 -64.499999999999986 17.500000000000004 -88.499999999999986 42.000000000000007 1.0000000180025095e-35 -6.4999999999999991 -53.499999999999993 -43.499999999999993 -189.49999999999997 -144.49999999999997 -143.49999999999997 19.500000000000004 -208.49999999999997 -206.49999999999997 decision_type=8 10 10 8 8 10 10 10 10 2 10 8 10 10 10 10 10 10 10 8 2 10 10 10 10 10 10 10 10 10 left_child=1 19 4 9 5 6 18 11 10 17 -9 13 -12 -6 -15 16 -16 -2 -3 20 24 -4 -7 -24 28 -26 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25134.9 29445 24379.2 4408.62 2697.2 19970.6 2131.71 11546.5 967.77 17838.9 831.758 17805.6 17327.7 11302.9 3949.9 11375.3 1444.12 15606.6 15595.9 755.734 1711.42 1308.01 15367.2 5149.37 2801.23 2611.35 10217.8 880.102 internal_count=911180 648349 369682 262831 351845 71061 41496 280784 25861 108307 9689 254923 7739 254747 250074 158636 50089 107082 25710 278667 278610 17837 29565 21873 275242 94698 48400 46700 180544 14099 is_linear=0 shrinkage=0.01 Tree=171 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 10 11 11 1 10 11 11 10 10 10 1 10 10 10 10 10 10 1 1 10 1 10 10 11 split_gain=71645.2 2821.55 2064.32 787.873 584.565 405.233 244.792 199.016 194.035 250.591 313.534 138.252 126.27 97.2543 83.7934 60.8944 58.6195 47.3466 42.1112 42.0232 40.314 50.6829 39.2677 108.54 221.109 38.8564 38.3153 37.1024 36.5449 36.3641 threshold=0.068259380757808671 0.8784809708595277 0.00099748477805400022 -1.0000000180025095e-35 2.4350000000000005 -390.49999999999994 1.8450000000000004 0.0070173616986721008 0.99766892194747936 -3.4999999999999996 3.6650000000000005 6.4727209974080338e-05 0.51461192965507518 3.9650000000000003 3.2950000000000004 5.7250000000000005 -364.49999999999994 5.6250000000000009 2.4350000000000005 2.4350000000000005 5.7950000000000008 4.9450000000000012 6.1150000000000011 -59.499999999999993 -53.499999999999993 3.1750000000000003 -32.499999999999993 5.4750000000000005 5.5250000000000012 0.65440738201141369 decision_type=2 2 2 8 10 10 10 2 2 8 10 2 2 10 10 10 10 10 10 8 10 10 10 10 10 10 8 8 8 2 left_child=2 3 11 12 19 6 -4 27 9 22 18 -1 -2 29 26 -15 -13 -9 -11 -5 21 -12 -3 -24 -25 -8 -10 -7 -18 -6 right_child=1 8 5 4 13 7 25 17 14 10 20 16 -14 15 -16 -17 28 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.010376613182228565 0.0057214091541179244 0.013095205756353197 0.004207716376038997 0.0045746130901626273 -0.0030021153450179821 -0.0048737835129973768 -0.0055999981950546531 -1.6320528620509687e-05 0.013680357053973824 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254.897 140.132 132.197 127.179 199.389 125.606 127.344 117.001 threshold=3.3550000000000004 1.0000000180025095e-35 30.500000000000004 3.3550000000000004 6.0550000000000006 1.5000000000000002 2.3350000000000004 7.3800000000000008 4.495000000000001 6.2550000000000008 4.2350000000000012 1.0000000180025095e-35 2.5000000000000004 4.995000000000001 4.9850000000000012 17.500000000000004 2.5000000000000004 1.0000000180025095e-35 5.3350000000000009 5.3450000000000006 1.5000000000000002 5.9350000000000014 2.5000000000000004 1.0000000180025095e-35 2.9750000000000005 9.7700000000000014 7.5550000000000006 1.0000000180025095e-35 3.5000000000000004 5.495000000000001 decision_type=10 2 2 8 10 10 10 10 10 10 10 2 2 10 10 2 10 2 10 10 10 10 10 2 10 10 10 2 2 10 left_child=1 6 4 -3 8 7 -1 17 16 -7 -4 13 18 14 -10 -16 27 -6 -13 -20 29 -12 25 -15 -8 26 -23 28 -2 -21 right_child=2 3 10 -5 5 9 24 -9 11 -11 21 12 -14 23 15 -17 -18 -19 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 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split_feature=46 28 3 18 3 3 3 3 4 2 4 3 4 3 3 2 2 2 2 2 3 2 3 2 2 2 3 3 27 3 split_gain=5260.28 1602.15 1567.04 1216.94 716.366 610.582 578.735 639.787 280.604 220.446 180.378 169.499 162.577 174.622 156.231 143.49 432.463 131.849 121.409 112.094 448.877 419.923 148.734 186.511 111.151 101.782 93.7028 89.1918 81.8929 79.3587 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.091229193341869366 1.0000000180025095e-35 0.50155279503105599 0.97385509227614497 0.49341991341991348 0.25108695652173912 20.500000000000004 1.0000000180025095e-35 27.500000000000004 0.33248299319727892 29.500000000000004 1.0000000180025095e-35 0.45848997493734339 0.49844720496894418 0.50144508670520238 0.71068484464172488 0.65858556175923211 0.12560679611650488 0.90943267259056748 0.091372912801484213 0.76506899055918665 0.25092592592592594 0.96213569039656011 1.0000000180025095e-35 0.8238526179702651 0.24165739710789766 1.0000000180025095e-35 0.68091632946090597 decision_type=2 2 2 2 2 2 2 2 8 2 8 2 8 2 2 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335.60971969366074 382.26858271658421 22.476450368762016 68.223581999540329 29.808148175477982 124.22712720930576 14544.483223341405 317.25632917135954 716.16450952365994 1192.167532980442 239.85947092622519 322.43329836428165 leaf_count=593705 9795 7217 687 593 1751 20463 1734 12691 12012 3798 878 19487 8050 5793 27588 332 43571 6156 1648 1711 97 291 132 653 99197 1396 10750 15300 2096 1608 internal_value=0 0.0110541 -0.00914068 0.00449507 -0.0010087 -0.00340991 -0.00756947 -0.00155755 0.0124045 0.010222 0.00666576 -0.0100969 0.00727299 -0.00425894 0.0127398 -0.00699166 -0.00845809 -0.00363545 0.00956047 0.0123443 0.00978133 -3.52117e-05 -0.00126538 -0.00231086 0.0123824 -0.00142565 -0.00767475 -0.00878503 0.000992447 0.00848445 internal_weight=0 30986 37654.8 5290.49 1774.59 5384.43 1659.02 3725.41 25695.6 3421.44 1278.78 32270.4 3515.91 1321.97 22274.1 672.931 4473.36 2052.72 936.846 2142.67 472.969 90.7 341.93 312.122 16822.3 649.042 3070.44 1498.47 1672.69 452.614 internal_count=911180 184540 726640 29318 11473 59127 17721 41406 155222 16425 7109 667513 17845 9272 138797 6125 73808 26619 5446 9316 2099 388 1663 1531 111209 3147 54321 17034 14787 2201 is_linear=0 shrinkage=0.01 Tree=177 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 11 11 11 11 1 1 1 3 11 6 11 6 6 6 6 11 3 6 3 3 11 3 6 6 split_gain=68393.6 2745.61 2064.24 893.443 410.724 194.47 178.555 140.796 131.385 106.65 170.984 68.9545 59.9961 40.6343 40.049 35.191 36.4886 35.087 34.3705 32.3258 29.789 27.334 26.349 24.7002 24.3923 23.6837 23.4235 22.2838 21.8718 20.5738 threshold=0.068259380757808671 0.94052824378013633 0.00099748477805400022 -1.0000000180025095e-35 -390.49999999999994 0.0070173616986721008 0.51461192965507518 6.4727209974080338e-05 0.51461192965507518 0.99766892194747936 -8.4999999999999982 -32.499999999999993 -364.49999999999994 0.95030864197530873 0.015218299813568552 105.50000000000001 0.18897357583045957 12.500000000000002 497.50000000000006 455.50000000000006 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324.221 255.909 252.03 236.909 231.826 212.783 166.832 162.014 134.07 241.417 133.867 133.616 127.752 130.361 121.728 121.382 141.162 160.286 threshold=3.1750000000000003 -32.499999999999993 30.500000000000004 6.0550000000000006 -71.499999999999986 4.0850000000000009 3.1750000000000003 -11.499999999999998 2.1250000000000004 4.2350000000000012 1.0000000180025095e-35 -37.499999999999993 1.5000000000000002 -1.0000000180025095e-35 1.5000000000000002 -64.499999999999986 6.9850000000000012 0.028778467908902653 -63.499999999999993 -4.4999999999999991 -60.499999999999993 6.2550000000000008 2.7350000000000008 36.500000000000007 -64.499999999999986 -65.499999999999986 -60.499999999999993 4.5750000000000011 -270.49999999999994 0.65858556175923211 decision_type=10 8 2 10 8 10 8 10 10 10 2 8 2 8 2 8 10 2 8 8 8 10 10 2 10 10 10 10 10 2 left_child=1 6 3 5 12 15 22 16 -3 13 11 -7 -5 -4 27 -2 20 -11 -17 -10 -6 -22 -1 -8 25 -25 -20 -12 -29 -30 right_child=2 8 9 4 7 10 23 -9 19 17 14 -13 -14 -15 -16 18 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1724.2933907322586 1771.3701723441482 752.93351444602013 8010.1521959155798 143.28269957378507 1456.5437414199114 11052.163866553456 2311.2156901136041 5862.7656824141741 140.77198930829763 321.87305054441094 1750.0605723634362 104.74516961723566 73.165219664573669 135.63912578672171 912.08753459528089 2822.116910584271 3053.0792890414596 759.40479321405292 leaf_count=14863 19501 79455 20878 9305 2168 23612 17249 6422 1969 8721 17315 20590 36464 6899 156556 856 10233 260433 16947 36343 1711 2504 20097 889 436 1695 11641 40860 55170 9398 internal_value=0 0.00782404 -0.00433697 -0.00301457 0.000692462 -0.00377083 0.0026661 0.00534395 0.00981045 -0.00731068 -0.00467429 -0.00212501 -0.00372582 -0.00278785 -0.00535137 5.05458e-05 0.00704113 -0.00802769 0.00150182 0.00761111 0.00268473 -0.000785085 -0.000360028 0.00602478 -0.000171362 -0.00369288 0.00103248 -0.00410141 -0.00466809 -0.00341312 internal_weight=0 24016.4 43705.7 30252.4 5125.97 25126.5 6677.49 2497.09 17338.9 13453.3 20321.9 4264.67 2628.89 1840.93 16057.2 4804.6 2248.01 11612.4 3366.59 6066.78 791.467 462.645 3512.64 3164.85 313.55 240.384 3223.3 8047.03 6634.6 3812.48 internal_count=911180 172996 738184 441253 68807 372446 55229 23038 117767 296931 323501 44202 45769 27777 279299 48945 16616 269154 29444 38312 6383 4215 34960 20269 3020 2584 28588 122743 105428 64568 is_linear=0 shrinkage=0.01 Tree=179 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 1 1 10 10 10 2 1 1 10 10 6 1 10 2 1 1 1 1 0 0 1 5 2 10 10 split_gain=22558.7 2780.84 1603.16 965.218 813.219 684.134 639.913 628.451 566.174 297.245 265.93 435.335 240.701 509.786 273.256 218.514 214.644 272.439 211.997 205.601 202.299 196.992 178.84 174.689 153.102 146.933 146.196 142.482 134.005 380.796 threshold=3.3550000000000004 -31.499999999999996 30.500000000000004 5.5950000000000006 3.3550000000000004 -71.499999999999986 -59.499999999999993 2.3350000000000004 4.495000000000001 4.2350000000000012 1.0000000180025095e-35 -37.499999999999993 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82101 17888 16470 13442 11341 647 2149 19059 8721 72440 17413 16227 6184 24547 2582 3879 376 260433 6048 6662 5803 6472 7440 11613 38201 3599 38586 150142 4979 internal_value=0 0.00736948 -0.00454773 -0.00323261 0.00231322 -2.21715e-05 0.00436509 0.00951764 -0.00427542 -0.00746082 -0.00523618 -0.0027491 -0.00222818 0.000378044 -0.00419169 0.0056444 -0.00158771 -0.00448505 -0.00800279 -0.00156749 -0.00246557 -0.00324708 0.000665245 0.0060951 -0.000503557 0.00699596 0.00301226 -0.00334485 -0.00590184 -0.00457097 internal_weight=0 25602.4 41846.4 28830.7 7633.91 7068.7 2365.08 17968.4 21762 13015.7 16062.9 3391.47 4703.62 2021.04 2682.58 962.613 1610.51 988.126 11532.4 5699.04 868.094 1483.31 611.067 3258.7 4375.21 6376.07 622.384 3038.45 12671.5 4737.25 internal_count=911180 188401 722779 429934 65950 98986 25122 122451 330948 292845 264033 36472 73864 25236 48628 8766 24081 16603 269154 66915 13781 23691 7119 20882 45068 40350 7478 44634 227561 77419 is_linear=0 shrinkage=0.01 Tree=180 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 10 11 11 11 11 1 10 10 10 10 1 11 10 10 10 1 1 1 10 10 10 10 6 10 split_gain=66720.3 2702.95 2064.76 896.79 598.918 412.467 219.972 192.14 174.785 142.123 106.769 172.672 203.033 101.924 83.7728 64.8788 60.6081 49.5371 46.6612 46.501 38.1097 97.001 194.868 36.0863 35.0658 34.9987 34.1514 33.9052 33.2407 32.8724 threshold=0.068259380757808671 0.94052824378013633 0.00099748477805400022 -1.0000000180025095e-35 2.4350000000000005 -390.49999999999994 1.8450000000000004 0.0070173616986721008 0.51461192965507518 6.4727209974080338e-05 0.99766892194747936 -8.4999999999999982 3.9350000000000005 3.9650000000000003 3.2950000000000004 5.7250000000000005 -364.49999999999994 0.65440738201141369 2.4350000000000005 5.6250000000000009 6.1150000000000011 -59.499999999999993 -53.499999999999993 -32.499999999999993 5.5250000000000012 2.5750000000000006 5.7950000000000008 3.1750000000000003 497.50000000000006 5.4750000000000005 decision_type=2 2 2 8 10 10 10 2 2 2 2 8 10 10 10 10 10 2 8 10 10 10 10 8 8 10 10 10 2 8 left_child=2 3 9 8 18 6 -4 29 -2 -1 11 20 25 17 23 -15 -11 -6 -5 -9 -3 -22 -23 -12 -18 -13 -14 -8 -10 -7 right_child=1 10 5 4 13 7 27 19 28 16 14 12 26 15 -16 -17 24 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010339740667088895 0.0056871444891695832 0.013397919812938896 0.0035844335015952911 0.0044006810282573713 -0.0031991385483546848 -0.0046730051027002667 -0.0057741156364526855 0.00011045465505660782 0.0099856650387065496 -0.010139823181132044 0.0134626216530418 0.011218810650116708 -0.0022831007794828647 -0.0074751009625271068 0.013720576687633662 0.0041379553582294275 -0.0082028618959079161 0.0025754084816536449 0.010162262678467577 0.004592980005483676 0.012241817990926033 -0.026423929981617744 0.0095079466933305819 0.012095810205191588 -0.0056573388344106001 0.0067989486896873758 0.010051093274270236 -0.0095106418886691246 -0.0056213733874147477 -0.0017297291184769047 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0.00099748477805400022 0.51461192965507518 5.6250000000000009 5.4750000000000005 6.4727209974080338e-05 0.0089773964136838514 0.99766892194747936 3.2950000000000004 0.0055486904457211009 2.5000000000000004 5.5250000000000012 1.5000000000000002 7.5550000000000006 0.18897357583045957 0.95030864197530873 5.4250000000000007 313.50000000000006 0.99989646673202526 7.0450000000000008 0.80070921985815613 7.6900000000000004 2.5000000000000004 32.500000000000007 41.500000000000007 5.0750000000000011 455.50000000000006 0.65440738201141369 0.98936170212765973 decision_type=2 2 2 2 8 8 2 2 2 10 2 10 8 8 10 2 2 8 2 2 10 2 10 10 2 2 8 2 2 2 left_child=2 3 6 5 7 11 -1 -4 26 -10 -6 15 -8 14 28 -2 -12 -15 -19 -11 -21 22 -7 24 -9 -17 -3 29 -5 -28 right_child=1 8 4 13 10 21 12 23 9 19 16 -13 -14 17 -16 25 -18 18 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.010331611689249126 0.00047005664108035189 0.0093466845201585699 -0.0060830090328261623 0.005879945114457507 -0.0023228691040200252 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81.712989382445812 198.59241691231728 373.43796281889081 197.30409178137779 1298.2693891301751 11.742121294140814 1495.2039787992835 164.96578852832317 leaf_count=593705 6924 5654 30551 2224 4827 3328 61000 12303 111209 5622 3962 1636 12808 2196 251 5579 624 1462 45 14766 7200 318 425 2457 4403 1405 6426 51 6901 918 internal_value=0 0.0108774 -0.00907418 0.00486999 -0.00331475 0.00275505 -0.0100579 -0.00438364 0.0123647 0.0126007 0.000646417 0.00150762 -0.00837465 0.00733241 0.00814815 0.00199216 0.00289873 0.00512851 0.00768634 0.0136545 0.0140662 0.00683314 0.00745718 -0.00247071 -0.00205888 0.00321985 0.010444 0.0113208 0.0078722 0.0114466 internal_weight=0 30264.9 36455.9 6006.13 5318.32 3231.04 31137.6 4188.18 24258.8 21605.3 1130.14 2474.21 4355.1 2775.09 2025.42 2277.68 642.66 749.672 312.572 5354.91 4144.38 756.824 689.079 1970.29 1771.7 1260.77 2653.54 1474.98 1965.64 1463.24 internal_count=911180 184540 726640 32694 59127 19615 667513 49714 151846 138797 9413 15544 73808 13079 9376 13908 4586 3703 1507 27588 21966 4071 3753 19163 16706 6984 13049 7395 9125 7344 is_linear=0 shrinkage=0.01 Tree=182 num_leaves=31 num_cat=0 split_feature=10 1 6 10 1 10 10 1 10 10 6 1 10 1 6 1 10 10 3 3 3 3 1 1 3 1 1 3 3 1 split_gain=21622 2366.58 1656.37 793.166 987.762 821.019 632.78 611.965 451.861 424.131 308.515 240.913 224.826 221.565 221.418 195.645 513.782 218.176 193.202 191.66 348.029 262.499 237.783 211.717 162.333 160.162 152.899 140.471 139.455 127.692 threshold=3.1750000000000003 -32.499999999999993 30.500000000000004 6.0550000000000006 -71.499999999999986 4.0850000000000009 1.6450000000000002 -11.499999999999998 2.1250000000000004 4.2350000000000012 1.5000000000000002 -1.0000000180025095e-35 6.9850000000000012 -64.499999999999986 1.5000000000000002 -40.499999999999993 4.9450000000000012 5.2150000000000007 0.97385509227614497 0.78598691384950936 0.78956442831215978 1.0000000180025095e-35 -28.499999999999996 -12.499999999999998 0.94754041967664271 -63.499999999999993 -4.4999999999999991 0.48846085567193326 0.50155279503105599 -60.499999999999993 decision_type=10 8 2 10 8 10 10 10 10 10 2 8 10 8 2 8 10 10 2 2 2 2 8 8 2 8 8 2 2 8 left_child=1 6 3 5 10 13 -1 12 -3 11 -5 -4 29 -2 15 17 27 -7 -11 21 23 22 -16 -21 -22 -15 -10 -17 -19 -6 right_child=2 8 9 4 7 14 -8 -9 26 18 -12 -13 -14 25 19 16 -18 28 -20 20 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.005401933110712711 -0.0032631029762498491 0.010865889587547584 -0.005783571396561985 0.0012952905305590489 0.0073619543152519118 -0.0039371914994999063 -0.00082238182654565046 -0.0099410929615607567 -0.001110180522795527 -0.0082197455036566568 -0.0060756178098527467 0.0016308841631618629 0.0092327640130476733 0.011883513453762125 0.0032929914660192461 -0.0046455558748065501 -0.0080889107251092569 0.0020508196330915004 -0.0016986287095153544 -0.009162443356122851 -0.0069756398038712279 -0.0072127756185516268 -0.0078844721709607594 0.013797142867569003 -0.0002423758219436437 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0.0096605 -0.00722405 -0.00365436 -0.00272928 0.00686875 4.92803e-05 -0.00458091 -0.00364598 -0.00520176 -0.00251814 -0.00794538 -0.00577002 -0.00284326 -0.00651702 -0.00111492 0.00862927 -0.00454512 0.00146008 0.00744414 -0.00140417 -0.0001396 0.00255915 internal_weight=0 23512.3 42760.6 29679 5021.23 24657.8 6598.64 2446.92 16913.6 13081.6 2574.31 1809.03 2206.78 4741.29 19916.5 11149.9 4685.98 6463.95 11272.5 8766.53 1782.51 6984.02 796.87 230.264 1552.25 3325.08 5958.2 2023.88 2415.4 781.714 internal_count=911180 172996 738184 441253 68807 372446 55229 23038 117767 296931 45769 27777 16616 48945 323501 156953 59738 97215 269154 166548 29681 136867 8855 2196 27485 29444 38312 21295 33643 6383 is_linear=0 shrinkage=0.01 Tree=183 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 10 11 11 11 11 1 10 10 10 10 1 5 10 11 5 10 10 6 5 3 6 5 11 2 split_gain=64584.7 2683.98 2065.64 884.617 578.251 411.741 213.342 187.39 168.809 144.735 111.543 170.103 199.127 97.2489 76.5196 63.57 61.0046 58.2534 54.1406 47.6373 47.281 60.3301 46.4796 43.411 41.289 42.4493 61.6094 40.1117 39.65 39.5902 threshold=0.068259380757808671 0.94052824378013633 0.00099748477805400022 -1.0000000180025095e-35 2.4350000000000005 -390.49999999999994 1.8450000000000004 0.0070173616986721008 0.65440738201141369 6.4727209974080338e-05 0.99766892194747936 -8.4999999999999982 3.9350000000000005 3.9650000000000003 3.2950000000000004 5.7250000000000005 -364.49999999999994 2.5000000000000004 7.6900000000000004 0.65440738201141369 2.5000000000000004 5.4450000000000012 2.4350000000000005 105.50000000000001 5.5000000000000009 0.88029850746268667 9.5000000000000018 1.5000000000000002 0.18897357583045957 0.92365967365967383 decision_type=2 2 2 8 10 10 10 2 2 2 2 8 10 10 10 10 10 10 10 2 10 10 8 2 8 2 2 10 2 2 left_child=2 3 9 8 22 6 -4 -7 17 -1 11 29 -13 19 -12 -15 -11 18 23 -6 21 -9 -5 28 25 -17 -27 -10 -2 -3 right_child=1 10 5 4 13 7 -8 20 27 16 14 12 -14 15 -16 24 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010321334445919437 0.0047712245926466194 0.012893403653486041 0.0034423158790165484 0.0042366288438271541 -0.0032347501875771706 -0.0037283205481686782 -0.0086919189080707348 0.00052006215635852873 0.011310757704002736 -0.010107855273319897 0.012206932471905494 0.0095696200475347201 -0.0009866050456918019 -0.0074319265855848629 0.013591092064738013 -0.0048065892834621713 -0.0075429078187770884 0.0014585653636236592 0.014497020419298932 0.0024310146674153704 -0.0036640235991666288 0.0057060944027593893 0.010012099279840616 0.001457478049287024 0.028305018098815346 -0.005417256043920282 0.040933706131017128 0.0075510784975330895 0.0076567196805258485 0.007671590992416954 leaf_weight=26411.91938085109 743.8603598549962 1466.201547190547 160.90225637704134 229.88097207248211 445.3515388444066 1805.0019341930747 1456.3757469877601 1391.4071970693767 1042.5376477241516 1349.5702001601458 16032.226940087974 782.14424715191126 231.61057361215353 682.1751296184957 5318.9852275401354 34.261281847953796 2963.3246826380491 253.93936102837324 81.739987477660179 222.55943807959557 211.53126115351915 267.43230465427041 353.80564580857754 176.92548345029354 6.1811757087707511 5.8210592120885831 5.6521105766296387 389.89966851472855 1323.5252960547805 161.15084953606129 leaf_count=593705 4302 6384 687 1079 2268 24314 17034 12234 4428 19487 111209 4752 1092 6188 27588 249 54321 1639 414 976 2405 2453 1878 1251 39 32 43 1705 6203 821 internal_value=0 0.0108162 -0.00905004 0.00483305 -0.000626013 -0.00328 -0.00748469 -0.00142981 0.00753466 -0.010044 0.0123119 0.0103733 0.00715786 -0.00410793 0.0125518 -0.00662012 -0.00834552 0.00600631 0.0065028 -0.00134682 0.000788377 0.00135614 0.00773747 0.00621164 0.00404707 0.000768518 0.017417 0.0102874 0.0066185 0.0123763 internal_weight=0 29990.4 36017.5 5998.12 1985.69 5292.65 1617.28 3675.37 4012.43 30724.8 23992.3 2641.11 1013.75 1402 21351.2 734.091 4312.89 2579.99 2326.05 667.911 1870.37 1658.84 583.687 2244.31 51.9156 45.7345 11.4732 1432.44 2067.39 1627.35 internal_count=911180 184540 726640 32694 12752 59127 17721 41406 19942 667513 151846 13049 5844 9795 138797 6551 73808 13809 12170 3244 17092 14687 2957 11756 363 324 75 6133 10505 7205 is_linear=0 shrinkage=0.01 Tree=184 num_leaves=31 num_cat=0 split_feature=11 11 11 46 10 46 10 28 11 11 11 10 11 46 10 11 28 10 10 5 28 5 10 10 10 2 10 10 4 5 split_gain=63720.9 2684.59 2066.45 591.126 420.229 323.127 179.372 161.85 161.107 146.108 138.563 129.938 114.899 106.831 81.9956 72.7651 72.587 72.1244 57.6136 48.8989 44.9953 44.4161 54.6928 42.4864 38.1863 50.1084 36.4034 35.5055 34.3925 33.6342 threshold=0.068259380757808671 0.94052824378013633 0.00099748477805400022 1.0000000180025095e-35 5.6550000000000011 1.0000000180025095e-35 1.6450000000000002 1.0000000180025095e-35 0.0070173616986721008 6.4727209974080338e-05 0.3781151175498963 2.9750000000000005 0.99766892194747936 1.0000000180025095e-35 2.5750000000000006 0.51461192965507518 1.0000000180025095e-35 3.2950000000000004 5.5250000000000012 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 5.4450000000000012 6.4450000000000012 6.1150000000000011 0.96213569039656011 3.9350000000000005 7.5550000000000006 21.500000000000004 2.5000000000000004 decision_type=2 2 2 2 8 2 10 2 2 2 2 10 2 2 10 2 2 10 8 10 2 10 10 10 10 2 10 10 8 10 left_child=2 3 9 4 7 6 -4 11 -7 -1 29 -2 13 14 -3 -13 -8 -14 -11 27 23 22 28 26 -15 -26 -16 -12 -10 -5 right_child=1 12 5 10 -6 8 16 -9 21 18 19 15 17 24 20 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.010313288566090387 0.0022942970968297992 0.011110006356315639 0.0030664818126606807 0.0056141055898432761 0.0090690521180491583 -0.0035609939456793457 -0.0079915575545463687 0.007593433030457104 -0.0044626946384792874 -0.0088928228496850167 0.0093747427326898378 -0.0057245732748737437 0.012179091145669538 0.013101013165858979 0.0067201876929926787 -0.00085823735339300201 -0.0014221547077944191 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1044 300 2200 2094 227 1174 429 1304 331 9466 1068 internal_value=0 0.0107659 -0.0090318 0.0047855 0.00104843 -0.00325579 -0.00638919 -0.00106305 -0.00130227 -0.0100331 0.00742309 -0.00201491 0.0122708 0.0103006 0.00812387 -0.00371882 -0.00732493 0.0125155 -0.00832081 0.00912541 0.00586318 0.000891293 0.00149051 0.00498679 0.0121645 0.00929019 0.00416793 0.00967211 0.000643609 0.00510787 internal_weight=0 29830 35730.9 5997.09 2481.37 5278.86 2027.23 1964.26 3251.63 30452 3515.72 1769.67 23832.9 2633.18 1214.62 1268.21 1844.68 21199.7 4282.6 2026.04 691.279 1649.61 1455.51 618.318 1418.56 348.629 563.345 1802.78 1222.22 1489.69 internal_count=911180 184540 726640 32694 15379 59127 22937 12542 36190 667513 17315 11519 151846 13049 6707 9265 22116 138797 73808 8891 3229 14838 12638 2929 6342 1603 2702 7847 10544 8424 is_linear=0 shrinkage=0.01 Tree=185 num_leaves=31 num_cat=0 split_feature=6 3 5 5 2 2 2 2 2 6 0 6 2 6 6 0 5 5 6 2 5 3 3 0 5 0 2 5 2 6 split_gain=6988.07 831.279 753.374 611.736 595.51 475.649 566.015 399.515 328.357 304.877 244.593 187.366 177.438 203.11 161.977 148.444 140.182 139.585 162.089 177.156 129.847 128.461 124.927 104.29 143.551 92.1326 87.7326 85.6537 85.016 78.1583 threshold=3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 0.48581488933601619 0.50144508670520238 0.66522988505747138 0.091372912801484213 0.028778467908902653 28.500000000000004 1.0000000180025095e-35 1.5000000000000002 0.087337909992372217 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 5.5000000000000009 4.5000000000000009 0.26944684528954194 1.5000000000000002 0.97385509227614497 0.92890109890109895 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 0.24494897959183673 6.5000000000000009 0.23845060412224586 227.50000000000003 decision_type=2 2 10 10 2 2 2 2 2 2 2 2 2 2 2 2 10 10 2 2 8 2 2 2 10 2 2 10 2 2 left_child=2 25 4 15 7 -6 -7 12 -4 17 14 -8 13 23 20 21 -11 18 19 26 28 22 29 -1 -25 -2 -5 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26579.9 33947.1 15899.6 9686.96 18047.5 2912.52 10187.6 7844.37 7026.04 10203.1 9804.2 6065.93 16392.3 6218.98 3968.6 3762.26 503.235 4626.14 15284.7 14452.2 8516.45 5561.29 1679.04 274.288 206.34 3310.97 13507.3 internal_count=911180 525069 386111 510654 345964 152994 98759 192970 40147 223029 98150 62868 94820 91178 81584 287625 150390 72639 70519 6653 59608 273135 262183 73443 49972 14415 2487 2120 39759 238949 is_linear=0 shrinkage=0.01 Tree=186 num_leaves=31 num_cat=0 split_feature=6 3 3 3 3 2 4 6 6 3 2 3 3 6 8 3 6 6 4 3 4 4 6 3 2 6 2 3 6 3 split_gain=6863.05 817.526 713.932 651.621 539.863 383.993 382.858 299.284 205.44 203.278 171.352 156.914 156.311 140.946 114.351 110.361 102.801 92.9137 86.7168 91.1598 83.7803 142.207 82.7514 81.107 111.8 76.9987 125.42 118.878 88.8676 100.187 threshold=3.5000000000000004 1.0000000180025095e-35 0.50155279503105599 0.49341991341991348 0.33477011494252878 0.091372912801484213 27.500000000000004 31.500000000000004 1.5000000000000002 0.76506899055918665 0.64326765188834167 0.65465367965367982 0.90943267259056748 1.5000000000000002 1.0000000180025095e-35 0.97385509227614497 1.5000000000000002 1.0000000180025095e-35 20.500000000000004 0.99040761869709237 19.500000000000004 28.500000000000004 31.500000000000004 0.7576941287878789 0.33218390804597703 4.5000000000000009 0.27293771043771048 0.75103305785123975 20.500000000000004 0.78956442831215978 decision_type=2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 8 2 8 10 2 2 2 2 2 2 2 2 left_child=2 22 3 4 6 12 13 10 -8 11 25 -7 -4 14 -1 20 23 -6 -14 -20 -9 -22 -2 24 -13 26 27 -3 -27 -30 right_child=1 7 5 -5 17 9 8 15 -10 -11 -12 16 18 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 28 -28 -29 29 -31 leaf_value=0.00081842679564670024 0.0037770184666569501 0.0087501034133132382 0.0095480470937612093 0.0065978135172935727 0.00013443826085135461 -0.00095592063023647485 0.0048200806935291543 -0.0070519040757886153 0.00039433046358392009 -0.0031434322034466361 -0.0059710338628174708 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31873 164085 13969 4730 150116 35647 is_linear=0 shrinkage=0.01 Tree=187 num_leaves=31 num_cat=0 split_feature=11 11 11 46 10 46 10 28 11 11 11 10 11 46 10 28 11 10 10 5 28 5 10 10 2 10 10 10 4 46 split_gain=62577.4 2684.22 2063.62 577.482 411.679 320.067 175.687 158.786 158.054 147.284 136.178 126.565 117.924 105.021 81.7353 72.339 71.6482 68.1464 57.8137 47.277 44.207 42.6594 54.3242 42.034 37.8945 42.7127 35.7195 35.3738 33.7008 33.2705 threshold=0.068259380757808671 0.94052824378013633 0.00099748477805400022 1.0000000180025095e-35 5.6550000000000011 1.0000000180025095e-35 1.6450000000000002 1.0000000180025095e-35 0.0070173616986721008 6.4727209974080338e-05 0.3781151175498963 2.9750000000000005 0.99766892194747936 1.0000000180025095e-35 2.5750000000000006 1.0000000180025095e-35 0.51461192965507518 3.2950000000000004 5.5250000000000012 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 5.4450000000000012 6.4450000000000012 0.92365967365967383 6.1150000000000011 3.9350000000000005 7.5550000000000006 21.500000000000004 1.0000000180025095e-35 decision_type=2 2 2 2 8 2 10 2 2 2 2 10 2 2 10 2 2 10 8 10 2 10 10 10 2 10 10 10 8 2 left_child=2 3 9 4 7 6 -4 11 -7 -1 -5 -2 13 14 -3 -8 -13 -14 29 27 23 22 28 26 -15 -26 -16 -12 -10 -11 right_child=1 12 5 10 -6 8 15 -9 21 18 19 16 17 24 20 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.010304230490974462 0.0022468045247615175 0.011061426560396449 0.0029948009405938243 0.0050399685630221503 0.0089866444291637551 -0.0035304257062569277 -0.0079616037577748475 0.007501276625381339 -0.0044386191556415201 -0.010021922678077728 0.0092622856272998686 -0.0056913478688779238 0.012144636423748191 0.01264386592461004 0.0066542199447571547 -0.0013917226899933851 -0.00085629595197980984 0.013460701389941061 -0.0059299874772352646 0.0046776487922769901 0.013170429476915895 -0.0035378843282928099 0.0058876877278320194 0.013286197353301402 0.012637316003045131 0.0020498147962051193 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131.934 110.188 108.303 411.063 190.724 threshold=3.1750000000000003 1.0000000180025095e-35 30.500000000000004 3.1750000000000003 6.0550000000000006 4.0850000000000009 8.4800000000000022 2.1250000000000004 4.2350000000000012 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.028778467908902653 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 6.9850000000000012 0.52404068423485917 0.69282051282051293 0.58847248576850109 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.012270400481782552 0.13712060166532367 0.21089696071163824 0.20701970443349751 1.0000000180025095e-35 decision_type=10 2 2 8 10 10 10 10 10 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 4 -3 5 24 17 -1 23 10 21 -8 -11 -10 -9 -13 26 20 -19 -20 -6 22 -7 -4 -2 -26 -5 28 -14 -30 right_child=2 3 8 16 6 9 11 14 13 12 -12 15 27 -15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 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562.165 1628.71 1673.79 518.589 1762.19 4657.31 2164.5 1940.5 7576.35 1257.4 228.352 internal_count=911180 172996 738184 56733 441253 372446 68807 116263 296931 323501 44202 33006 279299 269154 39431 31994 22963 35801 17939 7608 17862 15204 5483 27777 48945 28514 13298 156556 24340 2229 is_linear=0 shrinkage=0.01 Tree=189 num_leaves=31 num_cat=0 split_feature=10 46 10 10 10 10 10 3 3 0 0 5 5 46 10 3 10 5 46 0 10 10 3 46 3 3 46 5 10 10 split_gain=19937.7 1714.16 959.668 888.708 893.396 746.989 486.061 418.957 380.425 358.594 307.639 303.636 315.963 223.616 218.408 197.755 250.226 234.3 183.141 181.739 175.543 253.87 283.247 212.481 170.335 153.639 161.171 165.797 134.625 130.763 threshold=3.1750000000000003 1.0000000180025095e-35 3.8350000000000004 5.955000000000001 9.7700000000000014 3.1750000000000003 2.1250000000000004 1.0000000180025095e-35 0.98843892007484635 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 1.0000000180025095e-35 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0.00099748477805400022 1.0000000180025095e-35 5.6550000000000011 1.0000000180025095e-35 1.6450000000000002 1.0000000180025095e-35 0.0070173616986721008 6.4727209974080338e-05 0.3781151175498963 0.99766892194747936 0.51461192965507518 1.0000000180025095e-35 2.5750000000000006 1.0000000180025095e-35 3.2950000000000004 5.5250000000000012 2.9150000000000005 1.0000000180025095e-35 2.9750000000000005 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.9350000000000005 6.1150000000000011 5.1850000000000014 1.0000000180025095e-35 decision_type=2 2 2 2 8 2 10 2 2 2 2 2 2 2 10 2 10 8 10 2 10 2 2 2 2 2 10 10 10 2 left_child=2 3 9 4 7 6 -4 12 -7 -1 -5 13 18 14 -3 -8 -13 -11 -2 29 -14 22 -22 24 25 26 -16 -15 -21 -20 right_child=1 11 5 10 -6 8 15 -9 -10 17 -12 16 20 27 23 -17 -18 -19 19 28 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010290329118672226 1.1579714900000809e-05 0.010933789269534823 0.0026445031751340408 0.005064584345567562 0.0088254282745629711 -0.0034646732255675596 -0.0079274375359963817 0.0075301427575092629 0.00094414913542019462 -0.0088333921242105366 0.0090028318779445272 0.012068141638174943 0.0044899100401211466 0.012972674692159037 0.0063577424431525264 -0.0012819682893190083 0.013413425062030623 -0.0059104180786090123 -0.006517448660914177 -0.0031425439200057272 -0.0025712205359868629 0.010335670420757661 0.013737633490164367 0.013168760176586112 0.012378558063008444 0.0152649001683277 -0.00026136963411134423 0.009133842058610335 0.028649368734922531 0.0021178947799645586 leaf_weight=25233.221573421732 236.66891270875931 504.23711485415697 183.26189220696688 1487.0649654269218 507.36697162687778 1580.7131956033409 1626.4822631031275 194.5766859203577 1639.4466174319386 3357.3904816135764 2019.9256150349975 15330.989052087069 238.55428127944469 1060.9207048565149 269.04451334476471 184.64413307607174 5201.4637581929564 826.26236949488521 690.88872192427516 7.8413168936967832 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22937 12542 36190 667513 17315 151846 11519 13049 6707 22116 138797 73808 7412 6404 4107 2963 2770 3229 2929 2628 2501 6342 82 6322 is_linear=0 shrinkage=0.01 Tree=192 num_leaves=31 num_cat=0 split_feature=11 11 11 46 46 11 11 11 11 11 46 28 28 46 11 46 28 18 5 5 2 18 3 38 6 11 5 38 6 2 split_gain=59960.7 2626.58 2062.31 569.737 319.183 163.355 153.772 149.821 130.784 119.09 104.122 73.0159 65.4947 55.1174 50.075 48.8925 47.9021 56.2778 46.7669 41.3458 37.7592 35.66 34.6356 33.2073 32.8363 31.5646 31.5374 30.0719 27.3599 24.3854 threshold=0.068259380757808671 0.94052824378013633 0.00099748477805400022 1.0000000180025095e-35 1.0000000180025095e-35 0.51461192965507518 0.0070173616986721008 6.4727209974080338e-05 0.3781151175498963 0.99766892194747936 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.015218299813568552 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 0.92365967365967383 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3 3 5 3 5 4 3 3 3 5 6 18 5 5 3 3 0 6 6 18 5 5 3 6 5 3 3 split_gain=6058.51 2074.62 742.987 625.208 431.918 340.992 306.5 271.38 295.583 188.294 173.646 170.53 297.292 166.254 163.048 161.93 159.708 154.851 222.54 384.12 151.339 171.779 146.209 144.172 142.998 132.709 124.342 111.776 103.452 100.165 threshold=3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.51530771633864425 3.5000000000000004 0.48846085567193326 2.5000000000000004 20.500000000000004 0.97156334231805941 0.33477011494252878 0.87439320388349528 1.5000000000000002 33.500000000000007 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 0.18237250554323722 0.90501253132832093 1.0000000180025095e-35 24.500000000000004 23.500000000000004 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 0.20112359550561798 1.0000000180025095e-35 2.5000000000000004 0.78598691384950936 0.99938118811881205 decision_type=2 2 2 2 2 10 2 10 8 2 2 2 10 2 2 10 10 2 2 2 2 2 2 10 10 2 2 10 2 2 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5.5950000000000006 4.0850000000000009 8.8850000000000016 4.2350000000000012 6.2550000000000008 1.5000000000000002 1.5000000000000002 0.97156334231805941 30.500000000000004 1.5000000000000002 0.90943267259056748 0.22271825396825398 0.78598691384950936 0.78956442831215978 1.0000000180025095e-35 2.5000000000000004 2.8250000000000006 4.5750000000000011 1.0000000180025095e-35 6.9850000000000012 1.9550000000000003 0.72509541984732839 0.94754041967664271 3.5000000000000004 4.5000000000000009 0.94469928644240586 2.5000000000000004 decision_type=10 2 10 10 10 10 10 10 10 10 2 2 2 2 2 2 2 2 10 10 10 2 10 8 2 2 10 10 2 10 left_child=2 3 11 4 29 7 -3 9 14 -5 -8 23 20 22 -9 17 -17 -14 -15 -4 -6 -22 -10 -1 -13 -18 -7 28 -11 -2 right_child=1 6 19 5 12 26 10 8 13 27 -12 24 15 18 -16 16 25 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0074451100413698281 0.00039761972575928502 -0.002471082452671382 0.0057713662758694826 0.0012891927284419721 -0.0012405659355760965 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342267 98986 296931 72974 35401 37573 269154 106635 293322 18893 16508 148754 25799 122955 3824 66361 144568 123503 15069 97828 8807 23873 26012 19585 18842 48945 is_linear=0 shrinkage=0.01 Tree=197 num_leaves=31 num_cat=0 split_feature=10 46 6 10 10 10 10 10 10 10 5 2 5 2 28 46 5 46 38 46 10 10 6 6 2 46 10 2 6 2 split_gain=17905.5 1811.39 1343.17 782.633 767.75 668.175 484.31 465.869 273.773 266.075 451.398 222.618 212.596 204.456 185.204 175.525 152.579 147.822 165.851 141.781 130.349 122.235 121.605 122.117 220.422 239.633 179.786 116.398 113.237 110.419 threshold=3.3550000000000004 1.0000000180025095e-35 30.500000000000004 5.5950000000000006 3.2950000000000004 2.3350000000000004 8.8850000000000016 4.495000000000001 4.2350000000000012 6.2550000000000008 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 0.028778467908902653 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7.3800000000000008 2.7350000000000008 1.5000000000000002 21.500000000000004 0.25092592592592594 1.0000000180025095e-35 4.995000000000001 0.59397644927536242 33.500000000000007 0.087337909992372217 decision_type=10 2 2 10 8 10 10 10 10 10 10 2 10 2 2 2 10 2 2 2 10 10 2 2 2 2 10 2 2 2 left_child=1 5 3 7 21 -1 9 16 -4 12 20 17 15 -10 -7 -5 -2 18 -9 -8 27 -3 -13 -24 25 26 -25 -11 -6 -12 right_child=2 4 8 6 28 14 19 11 13 10 29 22 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.010313577623777031 -0.00095509271644137242 0.0015357708741480128 -0.0029014301083641687 -0.0045582621305689953 0.0065323872356859774 0.0064249599413561858 0.0055966671360752783 -0.0063149780449815954 -0.0015900096545997757 -0.0018727765814499241 0.0011791064982035993 -0.0045293441772315639 -0.004669560519147388 -0.0079919067505555431 -0.0035166136610712685 0.0033624632961155383 -0.0070462526432231989 -0.00094281746936843256 0.010114135407716019 -0.0072417829285483445 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13831 internal_value=0 0.00684439 -0.0042495 -0.00301403 0.00275598 0.0087295 -1.74358e-08 -0.00398911 -0.00709654 0.00121569 0.00324029 -0.00490636 -0.00120431 -0.00766126 0.00610729 0.00127578 -0.00146486 -0.00257391 -0.00540274 -0.00612005 -0.00213481 -0.000448028 -0.00555309 -0.00658114 -0.0032418 0.00258984 0.00863253 0.00111927 0.00598669 0.00608043 internal_weight=0 23502.9 38186.2 26630.1 7416.99 16085.9 6509.38 20120.7 11556.1 5430.62 2956.87 14758 2473.74 10185 6057.94 1441.82 5362.69 3203.71 1171.67 1078.76 1022.24 3723.89 11554.3 5765.01 920.288 380.304 240.777 558.469 3693.1 1934.63 internal_count=911180 188401 722779 429934 65847 122554 98986 330948 292845 72974 35401 264033 37573 269154 42254 17988 66915 36472 14081 26012 16508 39538 227561 127909 18767 5927 2247 6660 26309 18893 is_linear=0 shrinkage=0.01 Tree=198 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 10 1 1 10 10 1 1 10 10 1 10 3 1 6 6 1 1 3 3 1 3 1 1 10 1 split_gain=17621.8 2133.51 1406.3 649.757 758.179 549.1 523.668 506.815 435.851 393.49 211.636 196.131 403.717 232.582 187.267 227.947 186.852 184.145 183.489 176.715 171.901 181.703 154.682 340.834 166.99 158.079 159.792 141.661 129.014 253.631 threshold=3.1750000000000003 -31.499999999999996 30.500000000000004 5.5950000000000006 4.0850000000000009 3.1750000000000003 -71.499999999999986 -59.499999999999993 2.1250000000000004 4.2350000000000012 -1.0000000180025095e-35 -239.49999999999997 6.4450000000000012 8.615000000000002 -125.49999999999999 8.3400000000000016 0.97156334231805941 -64.499999999999986 1.5000000000000002 18.500000000000004 -11.499999999999998 -56.499999999999993 0.78598691384950936 0.78956442831215978 -12.499999999999998 1.0000000180025095e-35 -28.499999999999996 -63.499999999999993 4.5750000000000011 -351.49999999999994 decision_type=10 8 2 10 10 8 10 10 10 10 8 10 10 10 10 10 2 8 2 2 8 10 2 2 8 2 8 8 10 10 left_child=1 5 3 4 17 -1 11 -8 -3 10 -4 12 -5 14 15 -13 -11 -2 28 -14 21 -9 25 24 -24 26 -20 -19 -6 -30 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6467.88 6493.71 2171.54 15366.2 11817.4 1699.44 4322.18 1879.84 2442.33 1494.55 907.165 10117.9 4537.84 16776 900.217 804.34 582.115 7157.09 1449.82 203.168 5707.26 672.344 3185.28 9618.9 7898.74 internal_count=911180 172996 738184 441253 342267 56194 98986 25122 116802 296931 27777 73864 25236 48628 24081 16603 269154 48945 293322 8766 13781 7119 148754 25799 1926 122955 8246 29444 144568 123503 is_linear=0 shrinkage=0.01 Tree=199 num_leaves=31 num_cat=0 split_feature=10 1 10 10 10 1 10 2 10 1 1 0 2 1 1 3 1 10 0 10 1 5 1 10 10 1 2 1 10 0 split_gain=17338.4 2267.53 715.956 862.281 821.953 826.275 593.002 521.069 474.931 435.92 257.77 255.244 270.902 227.265 208.484 162.152 153.518 470.797 152.963 147.223 133.783 199.959 130.051 122.626 237.42 265.036 194.294 178.227 121.884 121.078 threshold=3.2350000000000008 -31.499999999999996 4.0850000000000009 5.955000000000001 9.7700000000000014 -71.499999999999986 3.2350000000000008 0.012270400481782552 2.1250000000000004 -37.499999999999993 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25114 is_linear=0 shrinkage=0.01 Tree=200 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 10 1 1 10 10 1 2 1 1 2 1 10 10 1 5 6 1 1 1 0 6 6 1 2 1 split_gain=17060.3 2097.8 1389.84 630.924 739.757 528.497 506.513 489.507 441.403 389.159 286.134 218.22 378.229 207.182 203.05 191.548 390.774 229.887 184.396 240.773 171.933 169.671 176.72 155.879 151.274 122.834 117.208 280.888 278.575 116.384 threshold=3.1750000000000003 -31.499999999999996 30.500000000000004 5.5950000000000006 4.495000000000001 3.1750000000000003 -71.499999999999986 -59.499999999999993 2.1250000000000004 4.2350000000000012 -64.499999999999986 1.0000000180025095e-35 -37.499999999999993 -1.0000000180025095e-35 0.028778467908902653 -239.49999999999997 6.4450000000000012 8.615000000000002 -210.49999999999997 1.5000000000000002 18.500000000000004 -11.499999999999998 -56.499999999999993 -63.499999999999993 1.0000000180025095e-35 1.5000000000000002 21.500000000000004 -9.4999999999999982 0.25092592592592594 -335.49999999999994 decision_type=10 8 2 10 10 8 10 10 10 10 8 2 8 8 2 10 10 10 10 10 2 10 10 8 2 2 2 8 2 10 left_child=1 5 3 4 10 -1 15 -8 -3 13 -2 12 -6 -4 -11 16 -5 18 -17 -20 -18 22 -9 -12 -7 29 -27 -28 -29 -13 right_child=2 8 9 6 11 24 7 21 -10 14 23 25 -14 -15 -16 17 20 -19 19 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31 leaf_value=-0.00038734958519253109 -0.0038319304042443857 0.010419411984414468 -0.0053857972104196248 -0.0039597062272002763 0.0003038754403292358 0.0035838380063023508 0.007617382671284173 -0.014583362927351851 0.0068787015460371574 -0.0015262754763574612 0.010834053829546513 -0.0063159305445584435 -0.0067333283104617937 0.0017001689092277076 -0.0079247131501710387 -0.0080095190374579843 0.0069121706985717591 -0.0077125064797233436 0.004506508183033167 -0.0046778409422671245 -0.0059425700048375473 -0.0097568945400625523 0.002583851609539241 0.00030060207015382217 0.0081517312437815841 -0.0071334039403721404 -0.0076213925752140971 0.011236859112374716 -0.0069471984505369852 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0.000430005 -0.00382999 -0.00138676 0.000485104 0.00519064 -0.00224229 0.000579974 0.000640358 0.00534063 -0.0054632 -0.00650678 -0.00320739 0.00382544 -0.00443057 internal_weight=0 21668.2 39323.9 27634 21181.8 6460.47 6452.16 2158.77 15207.7 11690 6597.94 14583.9 3185.49 1693.2 9996.76 4293.39 1869.93 2423.46 1487.44 1159.67 897.065 800.024 581.594 4500.79 3063.14 11398.4 5669.15 904.838 348.914 5729.25 internal_count=911180 172996 738184 441253 342267 56194 98986 25122 116802 296931 78234 264033 36472 27777 269154 73864 25236 48628 24081 16502 8766 13781 7119 45059 20882 227561 127909 18767 4201 99652 is_linear=0 shrinkage=0.01 Tree=201 num_leaves=31 num_cat=0 split_feature=10 1 10 10 10 1 10 2 10 1 0 2 1 1 1 3 1 10 0 10 1 5 1 1 10 10 1 2 1 0 split_gain=16786.7 2226.83 701.064 841.337 808.027 800.09 572.311 513.194 480.211 424.493 254.57 268.618 248.958 219.476 204.322 158.225 149.427 459.721 143.766 143.394 131.534 195.455 125.733 122.232 121.867 230.539 258.238 189.418 178.866 118.625 threshold=3.2350000000000008 -31.499999999999996 4.0850000000000009 5.955000000000001 9.7700000000000014 -71.499999999999986 1.6450000000000002 0.012270400481782552 2.1250000000000004 -37.499999999999993 1.0000000180025095e-35 0.98936170212765973 -64.499999999999986 -60.499999999999993 -147.49999999999997 0.25108695652173912 -287.49999999999994 7.6900000000000004 1.0000000180025095e-35 6.285000000000001 -53.499999999999993 5.5000000000000009 -63.499999999999993 -31.499999999999996 4.995000000000001 4.9850000000000012 -7.4999999999999991 0.2573593073593074 -4.4999999999999991 1.0000000180025095e-35 decision_type=10 8 10 10 10 10 10 2 10 8 2 2 8 10 10 2 10 10 2 10 10 10 8 10 10 10 8 2 8 2 left_child=1 6 12 7 5 15 18 9 -3 29 11 24 -2 -7 -6 19 17 -17 -1 -5 21 -15 -14 -10 25 -9 -27 -28 -26 -4 right_child=2 8 3 4 14 13 -8 10 23 -11 -12 -13 22 20 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 28 26 27 -29 -30 -31 leaf_value=0.0032696070543379858 -0.0038489410217435638 0.010385411276678112 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1364.7949323654175 431.42164833843708 468.10325115546584 40.176003225147724 3591.8855156004429 189.9218296892941 8972.6503109131008 171.2860094923526 192.90974390879273 43.728347029536963 2834.331981100142 1296.3938069194555 leaf_count=16131 27966 78758 10638 3052 765 10067 34679 136714 38190 21321 37416 4171 1009 1774 42309 15469 56016 2449 8688 3506 5854 323 37465 1907 234444 4393 1058 830 59342 14476 internal_value=0 0.00692142 -0.00400111 -0.00454569 -0.00160072 -4.22462e-06 0.00210813 -0.00540614 0.00901166 -0.00216793 -0.00602293 -0.00642404 -0.000668365 0.00550792 -0.00834245 -0.00239552 -0.00321067 -0.00020593 0.0048561 0.00218957 0.000711736 -0.00712181 0.000774407 0.00674647 -0.00660395 -0.00553333 0.001754 0.00852324 -0.007217 0.000421276 internal_weight=0 22133.4 38627.2 33201.9 7507.35 6069.94 6701.53 25694.6 15431.9 4111.05 21583.5 18992.7 5425.3 1836.55 1437.41 4233.39 3594.37 1133.25 3556.64 639.02 627.901 159.798 3732.27 5825.77 18567.8 6760.82 407.924 236.638 11807 2492.67 internal_count=911180 178353 732827 666387 141584 98510 59498 524803 118855 46435 478368 440952 66440 18018 43074 80492 73934 17918 24819 6558 7951 2097 38474 40097 436781 142995 6281 1888 293786 25114 is_linear=0 shrinkage=0.01 Tree=202 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 10 11 11 11 1 10 10 10 1 10 5 10 4 11 10 1 10 1 1 10 5 3 3 split_gain=55732.8 2518.31 2056.51 852.141 458.774 411.699 173.404 171.689 156.326 153.518 119.154 167.624 163.451 84.0991 65.9634 64.6856 57.1605 50.173 54.2603 59.7109 45.3659 45.2033 49.227 38.8324 96.0019 180.806 38.6757 38.6015 40.0703 55.7595 threshold=0.068259380757808671 0.94052824378013633 0.00099748477805400022 -1.0000000180025095e-35 2.1250000000000004 -390.49999999999994 0.0089773964136838514 2.4350000000000005 0.65440738201141369 5.9116524425917312e-05 0.99766892194747936 -8.4999999999999982 3.9350000000000005 3.9650000000000003 3.2950000000000004 -7.4999999999999991 5.7250000000000005 2.5000000000000004 7.6900000000000004 21.500000000000004 0.65440738201141369 2.5450000000000004 -89.499999999999986 6.1150000000000011 -59.499999999999993 -53.499999999999993 5.4750000000000005 5.5000000000000009 0.88029850746268667 0.99938118811881205 decision_type=2 2 2 8 10 10 2 10 2 2 2 8 10 10 10 8 10 10 10 10 2 10 10 10 10 10 8 8 2 2 left_child=2 3 9 8 -5 7 26 -4 17 -1 11 23 -13 20 -12 -11 -15 18 19 -2 -6 22 -21 -3 -25 -26 -7 28 -18 -30 right_child=1 10 5 4 13 6 -8 -9 -10 15 14 12 -14 16 -16 -17 27 -19 -20 21 -22 -23 -24 24 25 -27 -28 -29 29 -31 leaf_value=-0.010254359278033497 0.0011476301122552903 0.012785049851627832 0.0009042640622406896 0.0074530003863789631 -0.0031559550545143117 -0.0041239367190341178 0.0012337750566608599 -0.0087199215819068129 0.0098867874348377172 -0.0073426433291595133 0.011874628046007217 0.00893017816967402 -0.00077822344704925968 -0.0070775479568041975 0.013204302769938388 -0.01004787514767282 -0.0048725762110637325 0.0015027796687219761 0.01420489751686323 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internal_value=0 0.0103915 -0.00886373 0.0045939 -0.0009021 -0.00302976 -0.00116801 -0.00736506 0.0072212 -0.00994052 0.0119543 0.00991505 0.0065826 -0.00377894 0.0122212 -0.00817049 -0.00626098 0.00575238 0.00621102 0.00591888 -0.00139249 0.00647719 0.00298073 0.0119004 0.00913563 -0.00106919 -0.00319126 0.00379717 0.00060395 0.0165376 internal_weight=0 27794.2 32736.6 5901.4 1908.68 5100.82 3568.4 1532.41 3992.73 27635.8 21892.8 2533.58 945.893 1419.81 19359.3 4162.03 695.964 2574.24 2323.48 2241.56 723.842 2006.75 312.225 1587.69 384.867 74.3725 1936.83 52.2588 45.9199 11.7459 internal_count=911180 184540 726640 32694 12752 59127 41406 17721 19942 667513 151846 13049 5844 10068 138797 77063 6551 13809 12170 11756 3517 10458 1349 7205 1787 327 26619 363 324 75 is_linear=0 shrinkage=0.01 Tree=203 num_leaves=31 num_cat=0 split_feature=11 11 11 11 10 11 11 10 11 11 10 5 10 5 10 11 11 2 10 10 2 6 10 10 6 2 5 6 11 6 split_gain=54988.1 2520.43 2056.43 271.816 180.578 154.948 128.87 125.927 122.427 65.2877 62.1179 56.15 55.9595 44.0254 47.6496 38.201 35.8413 32.0492 33.1944 31.1152 30.3827 29.7952 29.0604 26.8538 28.9 26.8052 26.1681 24.9184 23.3262 21.6178 threshold=0.068259380757808671 0.94052824378013633 0.00099748477805400022 0.51461192965507518 5.6250000000000009 5.9116524425917312e-05 0.0089773964136838514 5.4750000000000005 0.99766892194747936 0.0055486904457211009 3.2950000000000004 2.5000000000000004 5.5250000000000012 1.5000000000000002 7.5550000000000006 0.18897357583045957 0.99989646673202526 0.80070921985815613 9.0500000000000025 6.9050000000000011 0.75110619469026563 16.500000000000004 6.3850000000000007 4.8650000000000011 401.50000000000006 0.15018796992481201 2.5000000000000004 32.500000000000007 0.65440738201141369 41.500000000000007 decision_type=2 2 2 2 8 2 2 8 2 2 10 10 8 8 10 2 2 2 10 10 2 2 10 8 2 2 10 2 2 2 left_child=2 3 5 7 6 -1 -4 11 23 -6 -10 15 -7 14 28 -2 -12 18 -9 -18 21 -11 -23 -3 -25 -15 27 -8 -5 -17 right_child=1 8 4 13 9 12 26 17 10 20 16 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1157.940255112946 188.66525016725063 827.75222287327051 200.34463891386986 60.262669414281845 1055.8065024055541 2849.3539347797632 66.333427354693413 51.966585859656334 1010.9955362901092 102.45436086505651 99.762216925621033 73.460980720818043 1575.8428405374289 14.201962031424044 533.35641573369503 184.22075416147709 351.35160947963595 1459.3551013097167 192.33198011294007 leaf_count=590450 6924 4805 30551 2224 4827 63687 12303 3482 111209 2352 5622 1636 13376 955 251 5579 14239 318 271 7727 547 997 690 8182 62 2748 2457 4403 6901 1405 internal_value=0 0.010344 -0.00884504 0.00454809 -0.00300694 -0.00992956 -0.00400484 0.00256587 0.0119171 0.00054942 0.0121892 0.00146925 -0.00814543 0.00687181 0.00764618 0.00190803 0.0131455 0.00617173 0.00682233 0.0136084 0.00264418 0.00359976 0.00701004 0.00984726 0.0106382 0.004779 -0.00211796 -0.00173216 0.00737174 0.00307648 internal_weight=0 27643.5 32479.2 5901.18 5088.3 27390.9 3973.38 3184.59 21742.3 1114.91 19216.8 2441.95 4133.23 2716.58 1982.88 2253.28 5018.29 742.645 676.312 3860.35 637.334 534.88 173.223 2525.56 1590.04 733.701 1894.13 1709.91 1922.62 1248.14 internal_count=911180 184540 726640 32694 59127 667513 49714 19615 151846 9413 138797 15544 77063 13079 9376 13908 27588 4071 3753 21966 4586 4039 1687 13049 8244 3703 19163 16706 9125 6984 is_linear=0 shrinkage=0.01 Tree=204 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 10 1 1 10 10 1 2 1 2 1 1 10 10 1 1 1 6 1 0 10 2 6 1 10 6 split_gain=16082.2 2015.94 1344.13 595.172 703.141 494.253 473.361 459.901 441.776 377.83 268.164 209.409 362.447 201.546 196.648 182.591 367.33 222.145 178.366 163.66 171.764 162.443 147.406 144.828 128.06 128.36 123.479 115.892 147.672 111.25 threshold=3.1750000000000003 -31.499999999999996 30.500000000000004 5.5950000000000006 4.495000000000001 3.1750000000000003 -71.499999999999986 -59.499999999999993 2.1250000000000004 4.2350000000000012 -64.499999999999986 1.0000000180025095e-35 -37.499999999999993 0.028778467908902653 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38044 8721 1010 9612 17413 260433 6899 7579 6184 24547 14576 6662 6472 2582 44049 7440 529 1397 109142 68379 21661 18767 internal_value=0 0.00696946 -0.0038738 -0.00266284 -0.00348033 0.00227227 2.21472e-05 0.00387785 0.00899264 -0.00675631 -0.000755871 -0.00472191 -0.00244072 -0.00751023 -0.00235691 -0.00191768 0.000448072 -0.00375073 -0.00133678 -0.00218431 0.00057511 0.00509623 0.000626948 0.00520628 0.000509444 -0.000482068 -0.00536478 -0.00432029 -0.00622421 -0.006426 internal_weight=0 21213.2 38507.1 27115.6 20786.8 6386.27 6328.86 2118.34 14826.9 11391.5 6507.37 14279.4 3139.42 9724.94 1666.54 4210.52 1838.17 2372.35 1462.34 786.691 575.903 883.241 4444.87 3023.38 1142.94 1050.75 11140 5614.22 2037.07 5525.76 internal_count=911180 172996 738184 441253 342267 56194 98986 25122 116802 296931 78234 264033 36472 269154 27777 73864 25236 48628 24081 13781 7119 8766 45059 20882 16502 15973 227561 99652 31273 127909 is_linear=0 shrinkage=0.01 Tree=205 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 1 10 11 11 10 11 10 1 10 10 10 5 10 10 10 1 10 10 5 11 1 10 5 split_gain=53989.4 2805.25 1759.24 797.131 424.156 368.617 210.642 244.309 218.955 156.262 129.981 128.315 116.573 67.721 65.1083 59.9818 58.3046 48.5458 45.3961 49.3844 43.2914 41.7583 53.4331 212.742 38.8531 36.9175 36.2285 75.1023 35.3932 33.9112 threshold=0.049213243648409809 0.8784809708595277 0.00099748477805400022 -1.0000000180025095e-35 2.1250000000000004 -390.49999999999994 0.99766892194747936 -3.4999999999999996 3.6650000000000005 5.9116524425917312e-05 0.0043998162727802515 7.2950000000000008 0.2688089013099671 3.9650000000000003 -7.4999999999999991 3.2950000000000004 5.7250000000000005 5.6250000000000009 1.5000000000000002 2.5450000000000004 2.4350000000000005 6.1150000000000011 -57.499999999999993 6.1250000000000009 3.1450000000000005 2.5000000000000004 0.99989646673202526 -380.49999999999994 1.9550000000000003 2.5000000000000004 decision_type=2 2 2 8 10 10 2 8 10 2 2 8 2 10 8 10 10 10 10 10 10 8 10 8 10 10 2 10 8 10 left_child=2 3 9 12 28 11 7 21 20 -1 -7 24 -2 -6 -11 -8 -15 25 19 -14 -9 -3 29 -24 -4 -12 27 -17 -5 -23 right_child=1 6 5 4 13 10 15 8 -10 14 17 -13 18 16 -16 26 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010237301761958707 0.0043369692247202506 0.012403109749612317 -0.0053409797166991792 0.0025741206103930205 -0.0021855857731828683 -0.0038641432517718369 0.011814824557488297 0.010291965345869625 -0.0011031764091596833 -0.007279967639946372 1.1220808002652527e-05 0.003753406676260348 0.0040890635674937434 -0.0074544079282101517 -0.010016969043817981 0.0064822310069983461 0.0038567763624433905 0.0039900924796189667 0.0054755210971773665 0.0094000383923072989 0.0055587261800055521 0.012481871256458704 -0.0251742884488435 0.0089450243831300756 -0.0093954759917681679 -0.005057163464758329 0.013559768345548473 0.012826643077924901 0.0087844975905622784 0.0065308022701030255 leaf_weight=22943.649814344943 1556.4007343761623 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9.1600000000000019 3.2350000000000008 2.1250000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.98843892007484635 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 1.0000000180025095e-35 8.4800000000000022 1.0000000180025095e-35 1.0000000180025095e-35 0.90045045045045058 1.5000000000000002 8.1200000000000028 8.7300000000000022 0.25108695652173912 0.36032786885245904 1.0000000180025095e-35 2.5000000000000004 8.3400000000000016 4.995000000000001 4.9850000000000012 0.73935688405797106 1.0000000180025095e-35 decision_type=10 2 10 10 8 8 10 2 2 2 2 10 10 2 10 2 2 2 10 10 10 2 2 2 10 10 10 10 2 2 left_child=1 6 -2 7 11 -3 -1 10 9 26 -4 12 14 -6 17 -8 -7 19 -19 21 -16 -5 -23 24 -24 -14 27 -9 -29 -30 right_child=2 5 3 4 13 16 15 8 -10 -11 -12 -13 25 -15 20 -17 -18 18 -20 -21 -22 22 23 -25 -26 -27 -28 28 29 -31 leaf_value=0.010137008031049046 -0.00064793510536797409 -0.00027460317377469835 0.0015913320201222103 0.0027147234469126337 0.0055271057542545928 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339.23021734692156 521.01390087231994 1167.8546881843358 67.785401165485382 35.452630929648876 11411.168767809868 145.26953176595271 192.89203514903784 58.220023671165109 leaf_count=76832 66440 36870 11160 7537 772 13298 39486 136726 36068 10182 30588 4207 13924 42466 7639 2202 9665 3730 4294 2340 13721 9337 11689 19132 594 202 293798 3571 1157 1553 internal_value=0 0.00676765 -0.0039126 -0.00445142 -0.00155968 0.00271917 0.00862499 -0.00529648 -0.00577474 -0.0062038 -0.00240862 2.42885e-05 -0.000587131 -0.00820882 0.000224489 0.00628204 0.00588373 0.00113824 0.00560315 0.000222857 -0.00360964 -0.00057572 -0.00186662 -0.000727604 -0.00477423 -0.00698637 -0.00649451 -0.00542752 0.00177802 0.00765308 internal_weight=0 21527.8 37569.8 32247.4 7292.61 6770.35 14757.5 24954.8 21409.3 18911.7 3545.54 5889.58 5414.32 1403.03 4804.91 5788.27 3291.29 3880.18 660.16 3220.02 924.727 2918.14 2095.88 1756.65 588.799 609.41 17977.2 6566.03 396.382 251.112 internal_count=911180 178353 732827 666387 141584 59833 118520 524803 483055 446987 41748 98346 94139 43238 80013 41688 22963 58653 8024 50629 21360 48289 40752 31415 12283 14126 436805 143007 6281 2710 is_linear=0 shrinkage=0.01 Tree=207 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 1 11 11 11 11 1 1 11 11 6 2 1 1 3 4 3 6 6 6 11 3 6 11 11 split_gain=53019.3 2784.99 1758.96 787.709 367.124 212.991 241.56 157.634 128.205 114.535 87.5684 65.331 49.4642 44.4642 41.8751 36.3395 33.7667 58.9118 133.726 27.2605 37.3601 29.2873 27.2654 26.9913 26.8059 26.2883 25.6047 25.8785 24.0755 23.4628 threshold=0.049213243648409809 0.8784809708595277 0.00099748477805400022 -1.0000000180025095e-35 -390.49999999999994 0.99766892194747936 -3.4999999999999996 5.9116524425917312e-05 0.0070173616986721008 0.3781151175498963 0.3781151175498963 -7.4999999999999991 -380.49999999999994 0.99989646673202526 0.97252115607261669 455.50000000000006 0.98936170212765973 -57.499999999999993 -56.499999999999993 0.86391694725028068 21.500000000000004 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29.3895 28.9582 28.1714 26.2759 24.7207 23.2974 22.996 22.6733 22.4645 21.6961 21.4228 20.9351 31.0124 20.4554 threshold=0.049213243648409809 0.94052824378013633 0.00099748477805400022 -1.0000000180025095e-35 -390.49999999999994 0.51461192965507518 5.9116524425917312e-05 0.99766892194747936 -8.4999999999999982 0.0043998162727802515 0.51461192965507518 -7.4999999999999991 -380.49999999999994 0.99989646673202526 0.18897357583045957 0.94754041967664271 497.50000000000006 455.50000000000006 1.5000000000000002 0.015218299813568552 0.011652591172605703 105.50000000000001 0.37341365461847392 0.00017857718921725002 1.5000000000000002 1.0000000180025095e-35 0.87439320388349528 20.500000000000004 0.42807881773399015 0.65648320895522405 decision_type=2 2 2 8 10 2 2 2 8 2 2 8 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 left_child=2 3 6 5 19 14 -1 8 17 -6 -5 23 13 -9 25 20 -7 22 -17 -4 -11 -16 -3 -8 29 26 27 28 -2 -12 right_child=1 7 4 10 9 16 11 12 -10 15 24 -13 -14 -15 21 18 -18 -19 -20 -21 -22 -23 -24 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5040.1705332025886 12639.64693466574 1099.1366731524467 100.6957028619945 13.613122642040251 14.110850989818571 117.97728696092963 447.81419898569584 1010.5255255922675 101.37511076778173 926.04513442516327 1637.8251649402082 337.49587389826775 7.404029704630374 185.26505590975285 892.42718320712447 55.392036747187376 110.51836371421814 leaf_count=590450 325 3045 11936 8968 19440 8031 26254 6961 5844 8755 2287 19561 30696 101140 5365 644 70 59 975 4588 9552 699 4101 31248 2063 51 1045 5967 432 628 internal_value=0 0.0100569 -0.00889439 0.00420049 -0.00322068 0.00676051 -0.00989169 0.0117956 0.00965536 -0.0014173 -0.00119593 -0.00806253 0.0120823 0.011775 0.00500808 0.000198577 0.009019 0.0116059 0.00377282 -0.00754787 -0.000250962 0.00620551 0.0117353 -0.00721966 0.00162312 0.00380386 0.00369736 0.00311927 -0.0010252 0.0029466 internal_weight=0 27385.2 31108.4 6269.19 4650.61 4252.05 26457.8 21116 2494.54 3282.58 2017.14 4030.19 18621.5 13581.3 2394.26 1957.32 1857.78 1569.39 218.673 1368.03 1738.65 1200.51 1555.28 2801.07 847.951 1193.75 1186.35 1001.08 108.653 510.456 internal_count=911180 187777 723403 35931 55890 21985 667513 151846 13049 39366 13946 77063 138797 108101 13884 19926 8101 7205 1619 16524 18307 6064 7146 57502 4978 7820 7769 6724 757 2915 is_linear=0 shrinkage=0.01 Tree=209 num_leaves=31 num_cat=0 split_feature=10 6 10 10 10 10 10 10 3 2 2 6 3 10 2 10 10 10 6 6 10 2 6 3 3 6 3 10 10 6 split_gain=14960.2 1285.39 895.844 553.189 661.073 410.545 363.768 214.729 260.687 199.482 197.847 182.138 148.67 191.32 138.716 131.878 130.704 128.129 123.069 118.586 107.93 107.713 105.643 193.115 203.949 84.7955 82.5177 78.6856 76.1401 100.691 threshold=3.1750000000000003 30.500000000000004 2.1250000000000004 5.5950000000000006 4.495000000000001 8.8850000000000016 4.2350000000000012 6.2550000000000008 0.92342186961021067 0.028778467908902653 1.0000000180025095e-35 30.500000000000004 0.90501253132832093 8.1200000000000028 0.98936170212765973 2.8250000000000006 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10 10 28 18 10 3 11 46 18 10 18 18 10 split_gain=51386.9 2775.46 1758.69 566.244 369.769 281.034 160.274 158.594 136.541 132.045 111.657 107.366 99.9876 96.0676 69.9261 63.4957 56.6785 53.7621 45.147 41.7339 43.3237 38.3455 52.0116 38.2826 41.3103 37.666 44.4647 35.5182 33.0173 45.7987 threshold=0.049213243648409809 0.94052824378013633 0.00099748477805400022 1.0000000180025095e-35 5.6550000000000011 1.0000000180025095e-35 5.9116524425917312e-05 1.0000000180025095e-35 0.3781151175498963 0.99766892194747936 0.51461192965507518 0.0070173616986721008 1.0000000180025095e-35 2.3850000000000002 2.5750000000000006 1.0000000180025095e-35 1.0000000180025095e-35 3.2950000000000004 2.9150000000000005 1.0000000180025095e-35 1.0000000180025095e-35 6.1150000000000011 0.38913470993117016 0.99989646673202526 1.0000000180025095e-35 1.0000000180025095e-35 2.9750000000000005 1.0000000180025095e-35 1.0000000180025095e-35 5.1150000000000011 decision_type=2 2 2 2 8 2 2 2 2 2 2 2 2 10 10 2 2 10 10 2 2 10 2 2 2 2 10 2 2 10 left_child=2 3 6 4 7 13 -1 10 -5 12 18 -7 14 -4 -3 27 -8 -11 -2 20 -16 -14 -23 24 -19 26 -12 -15 -20 -30 right_child=1 9 5 8 -6 11 16 -9 -10 17 25 -13 21 15 19 -17 -18 23 28 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010211363213168251 -0.00076252625533610873 0.010426791570307757 -0.00010200694090066898 0.0045766952685219638 0.00816118078272564 -0.0031413951919620469 -0.0095366955741425456 0.0068569410132827127 0.0084206576875883576 0.011721370974472669 0.0037179847198460609 0.0007027742949289519 0.012365776660802907 -0.0084359319182303345 0.0034640243997528441 -0.0013044845130967399 -0.0070905602826583395 0.008451291867655893 -0.0060624821396184905 0.012514003861041501 0.011698348522508674 0.0038410278379639048 0.011830464773478813 0.013431597712097506 0.012595585911800268 0.0093782713121919204 -0.0016812022288653795 -0.0021390773240327547 -0.0046605010639320385 0.014258316904495931 leaf_weight=22132.394252112135 263.68305799365044 450.01167024672031 212.57451697438955 1712.5566912889481 507.83210768178105 1516.278699837625 1543.29157390818 209.78186897933483 2007.0433371737599 13514.483129553497 226.99480962753296 1394.9618902727962 1028.6186548098922 1253.8986783102155 525.72655865550041 158.97090114280581 2452.549423802644 345.32951855659485 766.04685283452272 72.183860659599304 72.735383525490761 140.72153781354427 193.56471939384937 3755.2337099909782 792.50919131189585 46.599321305751801 464.97530643641949 96.470172770321369 37.211689725518227 19.501623257994652 leaf_count=590450 1133 3478 990 10169 2988 21352 26723 1155 8891 111209 1132 13093 4739 16727 2628 2298 50340 1555 7081 300 301 760 843 21966 4067 205 2770 1430 262 145 internal_value=0 0.0100041 -0.0088717 0.00416467 0.000527668 -0.00319353 -0.00987858 -0.00137746 0.00665084 0.0117545 -0.00232399 -0.00129941 0.00959011 -0.00639592 0.00737737 -0.00728235 -0.00803532 0.0120466 -0.00436339 0.00533116 0.0044648 0.0114096 0.00846722 0.0129447 0.0113378 0.000675992 8.99543e-05 -0.00798609 -0.00551742 0.00184498 internal_weight=0 27153.3 30761.4 6262.23 2542.63 4633.15 26128.2 2034.79 3719.6 20891.1 1825.01 2911.24 2483.56 1721.91 1120.66 1509.34 3995.84 18407.6 1086.44 670.646 598.462 1362.9 334.286 4893.07 1137.84 738.569 691.97 1350.37 822.76 56.7133 internal_count=911180 187777 723403 35931 16871 55890 667513 13883 19060 151846 12728 34445 13049 21445 6707 20455 77063 138797 8621 3229 2929 6342 1603 27588 5622 4107 3902 18157 7488 407 is_linear=0 shrinkage=0.01 Tree=211 num_leaves=31 num_cat=0 split_feature=11 11 11 46 10 46 11 11 11 11 11 46 10 10 46 10 5 5 5 10 11 46 10 3 10 10 3 5 10 10 split_gain=50700.5 2775.59 1759.34 553.286 363.068 277.796 161.705 135.637 134.444 127.94 105.542 98.1539 95.2001 70.1694 56.6316 50.5779 44.4844 41.6765 40.3199 44.1561 38.8761 41.1921 37.9415 51.1099 34.4841 33.0336 31.3603 33.639 29.209 29.1427 threshold=0.049213243648409809 0.94052824378013633 0.00099748477805400022 1.0000000180025095e-35 5.6550000000000011 1.0000000180025095e-35 5.9116524425917312e-05 0.99766892194747936 0.3781151175498963 0.51461192965507518 0.0070173616986721008 1.0000000180025095e-35 2.3350000000000004 2.5750000000000006 1.0000000180025095e-35 3.2950000000000004 2.5000000000000004 2.5000000000000004 2.5000000000000004 5.4450000000000012 0.99989646673202526 1.0000000180025095e-35 6.1150000000000011 0.38913470993117016 5.3550000000000013 7.5550000000000006 0.84240094618568906 3.5000000000000004 5.4850000000000012 2.9150000000000005 decision_type=2 2 2 2 8 2 2 2 2 2 2 2 10 10 2 10 10 10 10 10 2 2 10 2 10 10 2 10 8 10 left_child=2 3 6 4 9 12 -1 11 26 29 -7 13 -4 -3 -8 -9 25 -11 19 -12 21 -17 -13 -24 -15 -10 27 -5 -16 -2 right_child=1 7 5 8 -6 10 14 15 16 17 18 22 -14 24 28 20 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010203761422855144 -0.00060982322950881766 0.010396414084579314 1.3647409872949578e-05 0.0042900788316706465 0.0080943295023621457 -0.0031177567936233846 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138797 8891 4457 13093 11140 27588 5622 6342 1603 3229 7847 10169 8526 50340 9426 is_linear=0 shrinkage=0.01 Tree=212 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 10 10 1 1 10 1 2 1 10 10 2 6 6 1 1 1 10 10 1 10 1 0 6 1 0 split_gain=14317.1 1913.83 1246.07 527.137 635.231 439.143 435.417 415.908 413.674 355.681 245.215 197.958 196.118 354.157 427.046 306.443 219.477 196.947 182.237 167.78 166.525 327.676 203.761 168.143 195.876 163.058 157.036 146.272 135.819 134.666 threshold=3.1750000000000003 -31.499999999999996 30.500000000000004 5.5950000000000006 4.495000000000001 3.1750000000000003 3.1750000000000003 -71.499999999999986 -60.499999999999993 4.2350000000000012 -64.499999999999986 0.028778467908902653 -335.49999999999994 4.995000000000001 4.9850000000000012 1.0000000180025095e-35 17.500000000000004 1.5000000000000002 -12.499999999999998 -31.499999999999996 -239.49999999999997 6.4450000000000012 8.615000000000002 -125.49999999999999 8.3400000000000016 -11.499999999999998 1.0000000180025095e-35 18.500000000000004 -63.499999999999993 1.0000000180025095e-35 decision_type=10 8 2 10 10 8 8 10 10 10 8 2 10 10 10 2 2 2 8 10 10 10 10 10 10 10 2 2 8 2 left_child=1 5 3 4 10 -1 19 20 -9 18 -2 -11 13 14 -6 26 -16 -17 -4 -3 21 -5 23 24 -22 -10 -14 -23 -12 -7 right_child=2 6 9 7 12 29 -8 8 25 11 28 -13 15 -15 16 17 -18 -19 -20 -21 22 27 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00040419990055232287 -0.0036077588612323675 0.0074360432871443454 -0.005178233351272309 -0.0036706941814220674 -0.0048913606512845341 0.0032425980203593242 0.010709295940048491 0.0074696628994756964 0.00076121926886976124 -0.0012363742544767766 0.010395167966075152 -0.0077048001419254232 0.0026387592174353762 -0.0086581044297731544 -0.0090521544148825135 -0.0030222679794191004 0.013283607218453786 -0.0063892621739941851 0.0016171342592916477 -0.0010917978427552215 -0.0055590470104823139 0.0065466587167419552 -0.0074607293938909348 0.0029651616510575594 0.011680407270462757 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59.1593 50.2683 58.7234 48.6562 47.1279 44.537 41.4486 49.1817 40.0184 39.1256 73.6133 38.2766 92.3351 169.415 37.7779 threshold=0.049213243648409809 0.94052824378013633 0.00099748477805400022 -1.0000000180025095e-35 2.1250000000000004 -390.49999999999994 0.65440738201141369 5.9116524425917312e-05 0.99766892194747936 -8.4999999999999982 3.9350000000000005 0.0043998162727802515 7.2950000000000008 3.9650000000000003 -7.4999999999999991 5.7250000000000005 1.5000000000000002 7.6900000000000004 3.2950000000000004 5.6250000000000009 0.65440738201141369 2.5450000000000004 102.50000000000001 1.9550000000000003 0.99989646673202526 -380.49999999999994 6.1150000000000011 -59.499999999999993 -53.499999999999993 3.1450000000000005 decision_type=2 2 2 8 10 10 2 2 2 8 10 2 8 10 8 10 10 10 10 10 2 10 2 8 2 10 10 10 10 10 left_child=2 3 7 6 23 12 16 -1 9 26 -11 -7 29 20 -9 -15 17 21 -10 -13 -6 -2 -23 -5 25 -20 -3 -28 -29 -4 right_child=1 8 5 4 13 11 -8 14 18 10 -12 19 -14 15 -16 -17 -18 -19 24 -21 -22 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92.668201208114624 678.13050012290478 1194.7320864554495 55.704690992832184 725.42787827551365 85.322874210774899 231.71374418586493 285.46297967433929 238.09998014569283 1593.2224370501935 136.66602473706007 349.76547019183636 3701.7488695979118 896.26199550181627 303.35595704615116 21.1169493496418 52.401631042361259 939.73642673715949 leaf_count=590450 1319 5418 1722 744 2719 19440 6133 57502 111209 4752 1092 17089 409 6956 19561 396 4738 441 1066 2837 1081 8333 1021 2050 21966 4556 1460 89 238 14393 internal_value=0 0.00990578 -0.00882948 0.00409252 -0.00123072 -0.00313679 0.00659255 -0.009854 0.0116778 0.00946129 0.00616606 -0.00135426 -0.00746782 -0.00393529 -0.00798045 -0.00624945 0.00521157 0.00598986 0.0119804 0.000234343 -0.00172002 0.00564864 0.00624566 0.00692534 0.0128393 0.0112088 0.0113895 0.00861571 -0.00143884 -0.00828817 internal_weight=0 26763.5 30165.2 6252.2 1997.98 4600.88 4254.22 25564.4 20511.3 2463.97 909.562 3259.41 1341.47 1500.43 3931.88 733.835 2842.95 2117.53 18047.3 1949.25 766.593 2032.2 1729.89 497.547 4829.72 1127.98 1554.41 376.875 73.5186 1248.8 internal_count=911180 187777 723403 35931 13946 55890 21985 667513 151846 13049 5844 39366 16524 11152 77063 7352 15852 11114 138797 19926 3800 10673 9354 2794 27588 5622 7205 1787 327 16115 is_linear=0 shrinkage=0.01 Tree=214 num_leaves=31 num_cat=0 split_feature=1 3 0 3 0 5 5 3 1 4 3 5 3 3 1 1 3 4 1 3 1 1 5 3 4 4 5 3 3 1 split_gain=4929.8 1099.64 771.493 651.52 609.747 471.628 264.041 221.944 191.489 174.207 165.233 142.172 130.075 143.848 113.857 158.133 418.09 109.117 107.205 104.417 103.886 109.143 85.5658 84.6489 83.9719 79.3556 79.1329 77.8256 73.3669 70.6755 threshold=-1.0000000180025095e-35 0.21498599439775909 1.0000000180025095e-35 0.97385509227614497 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 0.25108695652173912 -9.4999999999999982 20.500000000000004 0.33248299319727892 2.5000000000000004 0.47083130772970344 0.50952467343976793 -71.499999999999986 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14203 33528 103423 4201 127667 3391 11409 3696 19809 1808 763 13733 21569 2093 952 4609 42340 internal_value=0 -0.00249493 -0.00342983 -0.00414883 0.00350331 0.00234588 -0.0046746 0.00273555 0.000652135 0.00104476 0.00212624 0.00139554 0.00576274 0.00706233 -0.00412397 -0.00318589 -0.00101163 0.00234119 -0.00294947 -0.0041878 0.00184747 0.00341987 -0.0020811 0.00841038 0.00239345 0.00521534 -0.00550415 -0.00302705 0.00222895 0.00115559 internal_weight=0 33229.4 26286.6 22349.9 23316.2 15418 20414 14688.9 3936.72 6942.8 11791.6 1935.88 7898.14 3899.32 16537.5 7259.07 2289.85 11415.2 1899.23 4969.22 5524.19 2386.53 1418.6 390.619 1704.72 2897.33 729.151 1235.34 680.73 3741.74 internal_count=911180 648349 570568 519184 262831 187056 493509 172492 51384 77781 143329 25675 75775 36456 382398 156715 41883 137418 36919 114832 58648 23505 19133 4964 20835 29163 14564 17325 7594 45195 is_linear=0 shrinkage=0.01 Tree=215 num_leaves=31 num_cat=0 split_feature=1 6 6 3 3 3 3 4 3 1 3 6 0 3 3 1 6 3 6 6 4 1 1 1 3 1 3 6 3 3 split_gain=4839.84 1905.58 1288.62 542.161 267.241 242.908 297.003 240.202 239.174 197.78 210.373 163.144 143.806 134.934 115.848 101.361 97.068 93.9636 103.122 146.319 91.2101 91.0812 302.886 85.0095 70.2155 69.8902 68.8567 65.9281 62.7624 63.8323 threshold=-1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 0.51530771633864425 0.90501253132832093 0.50155279503105599 20.500000000000004 0.48846085567193326 -83.499999999999986 0.98089094449853953 33.500000000000007 1.0000000180025095e-35 0.90943267259056748 0.25108695652173912 -92.499999999999986 1.0000000180025095e-35 0.74213338610726309 24.500000000000004 17.500000000000004 22.500000000000004 -60.499999999999993 -66.499999999999986 -67.499999999999986 0.75103305785123975 -43.499999999999993 0.98843892007484635 1.0000000180025095e-35 0.33248299319727892 0.33477011494252878 decision_type=8 2 2 2 2 2 2 8 2 10 2 2 2 2 2 10 2 2 2 2 8 10 10 10 2 10 2 2 2 2 left_child=1 5 4 -3 8 6 7 25 14 -5 11 21 -8 23 -2 -9 -6 -4 19 24 -15 22 -11 -7 -19 -1 -22 28 -16 -30 right_child=2 3 17 9 16 13 12 15 -10 10 -12 -13 -14 20 27 -17 -18 18 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0019838480724105765 0.005609741987871608 0.0026016626063858463 -0.00054566600608573412 -0.0064878009566217559 0.0037984026072994869 -0.0091848492598640818 -0.0036059632253023417 -0.00050891899795307751 0.0079676200341289895 -0.0046064976363662906 0.0023984161710721573 -0.0058081836745053333 0.00073186224243601008 -0.0030825720210361706 -0.0022473638884898594 0.0019250248968821541 0.00022899653529843281 0.006997600858354212 -0.00046930393039415301 0.010277498245887591 -0.0030786537984978063 -0.0046329893103371211 0.0042160906583949206 0.010620733359798892 -0.00046571401041661749 -0.0074257048268022031 0.0038436927989507169 -0.00047973645892247563 0.0071903221705436485 0.0027169114708750488 leaf_weight=1600.25076597929 5658.9623158052564 919.10015054047108 5792.7495393957943 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0.0030738 0.00278278 0.0038197 0.00451924 internal_weight=0 33150.5 23289.8 16643.4 15775.9 16507.1 14448.8 9960.06 11371.3 15724.3 8313.15 7861.83 4488.77 2058.31 7607.78 8082.97 4404.64 7513.91 1721.16 907.397 1742.08 3176.03 1649.66 316.234 616.378 1877.08 1453.68 1948.81 1478.81 1325.93 internal_count=911180 648349 262831 418764 156526 229585 207190 126369 110683 410208 204228 198183 80821 22395 75028 96727 45843 106305 22144 9776 18697 69168 33129 3698 7639 29642 13833 20723 15130 13098 is_linear=0 shrinkage=0.01 Tree=216 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 11 11 1 11 11 1 11 1 11 3 11 11 11 1 3 0 4 3 3 4 3 1 0 11 split_gain=48856.9 2742.85 1759.3 834.633 359.556 164.563 160.673 139.589 157.909 120.514 108.515 66.8357 47.1173 42.6094 47.0265 29.2061 26.1908 23.8195 23.2747 21.4088 21.2172 20.7083 19.7348 19.653 19.1251 18.497 33.7641 22.1794 17.286 17.8839 threshold=0.049213243648409809 0.94052824378013633 0.00099748477805400022 -1.0000000180025095e-35 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108101 19926 16524 17244 57502 2682 6133 4978 3417 7820 7205 6770 763 438 5844 3542 is_linear=0 shrinkage=0.01 Tree=217 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 10 10 1 1 10 1 1 10 10 6 6 3 1 3 1 1 10 10 1 10 1 6 1 0 1 split_gain=13568.6 1825.66 1181.55 508.018 600.715 437.644 416.511 386.698 386.865 346.749 225.643 203.624 342.257 405.951 210.82 193.9 179.813 171.316 160.543 159.551 157.648 311.541 197.31 161.028 187.383 156.37 137.637 131.144 127.157 95.8032 threshold=3.1750000000000003 -31.499999999999996 30.500000000000004 5.5950000000000006 4.495000000000001 3.1750000000000003 3.1750000000000003 -71.499999999999986 -60.499999999999993 4.2350000000000012 -64.499999999999986 -335.49999999999994 4.995000000000001 4.9850000000000012 17.500000000000004 4.5000000000000009 0.97156334231805941 -21.499999999999996 1.0000000180025095e-35 -31.499999999999996 -239.49999999999997 6.4450000000000012 8.615000000000002 -125.49999999999999 8.3400000000000016 -11.499999999999998 18.500000000000004 -63.499999999999993 1.0000000180025095e-35 -86.499999999999986 decision_type=10 8 2 10 10 8 8 10 10 10 8 10 10 10 2 2 2 8 2 10 10 10 10 10 10 10 2 8 2 10 left_child=1 6 3 4 10 19 -1 20 -9 17 -2 12 13 -6 -15 -13 -11 -4 -17 -3 21 -5 23 24 -22 -10 -23 -12 -8 -25 right_child=2 5 9 7 11 -7 28 8 25 16 27 15 -14 14 -16 18 -18 -19 -20 -21 22 26 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=-0.0003695760343753153 -0.0035246053152386846 0.0072972650385733405 -0.0051043822005602778 -0.0035811039163433206 -0.0048637760660083544 0.010628984947375582 0.0032108011853498085 0.00731620329972155 0.00075686550309871027 -0.0075856380802356155 0.010247248312065893 -0.0026485348550085493 -0.0086231635413980094 -0.0090247854374334822 0.013087492386682697 0.0040211724083568604 -0.0010306591188195752 0.0015251519678242348 -0.0064747299550105821 -0.0010662070767370605 -0.0054590356551691222 0.0064468995609360214 -0.0073689291537669442 0.0060197277633299365 0.011539697449650738 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103.345 98.168 105.328 83.4787 70.3682 67.5721 60.2769 92.0691 70.6661 64.9473 147.678 threshold=-1.0000000180025095e-35 0.21498599439775909 0.97385509227614497 0.51234756097560985 0.49341991341991348 0.25108695652173912 -144.49999999999997 -8.4999999999999982 -142.49999999999997 20.500000000000004 1.0000000180025095e-35 0.33248299319727892 0.12560679611650488 0.90943267259056748 0.23845060412224586 0.091372912801484213 24.500000000000004 0.24165739710789766 29.500000000000004 1.0000000180025095e-35 -64.499999999999986 -60.499999999999993 -71.499999999999986 0.77842377260981921 -169.49999999999997 0.67574992574992587 0.74478940512375169 0.66349106014087067 0.50155279503105599 0.50144508670520238 decision_type=8 2 2 2 2 2 10 10 10 8 2 2 2 2 2 2 8 2 8 2 10 10 10 2 10 2 2 2 2 2 left_child=1 9 6 4 5 18 24 8 -8 23 -10 -7 13 15 -14 -12 -4 -16 19 -2 -11 -22 -19 -1 -3 27 -27 28 29 -24 right_child=3 2 16 -5 -6 11 7 -9 10 20 12 -13 14 -15 17 -17 -18 22 -20 -21 21 -23 25 -25 -26 26 -28 -29 -30 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2401.75 10791.2 6532.12 1944.13 5484.69 2368.82 10686 1402.58 7648.09 7082.92 1254.52 5828.4 5246.91 3187.84 internal_count=911180 648349 570568 262831 152488 111867 540151 345215 327691 77781 325366 45718 297122 28053 269069 11667 30417 219576 66149 21077 58648 23505 218208 19133 194936 139120 28997 110123 101771 56822 is_linear=0 shrinkage=0.01 Tree=219 num_leaves=31 num_cat=0 split_feature=6 5 3 5 3 3 4 3 6 3 3 5 0 0 6 6 8 3 3 6 3 3 6 5 5 0 4 0 6 3 split_gain=4378.74 516.789 513.848 493.077 353.599 466.317 387.681 224.645 222.495 217.944 212.971 166.853 141.84 123.684 121.405 118.185 115.437 109.673 101.54 99.8318 111.884 98.8549 95.0027 93.9829 92.6398 90.9811 90.4874 69.6806 68.4325 66.3423 threshold=3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 0.51234756097560985 0.48846085567193326 27.500000000000004 0.33477011494252878 45.500000000000007 0.90501253132832093 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 0.97156334231805941 0.92890109890109895 4.5000000000000009 0.72792207792207797 0.75103305785123975 1.5000000000000002 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 24.500000000000004 1.0000000180025095e-35 44.500000000000007 0.68703358208955234 decision_type=2 10 2 10 2 2 8 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 8 10 2 10 2 2 2 left_child=1 4 27 17 5 6 16 15 13 12 -3 26 14 19 23 -8 22 18 25 20 -5 -22 -1 -6 -10 -4 -11 -2 -21 -30 right_child=2 10 3 8 9 -7 7 -9 24 11 -12 -13 -14 -15 -16 -17 -18 -19 -20 28 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.00018133486747154247 0.0037559173735466564 0.002522161484937373 -0.0027378035616954818 -0.0054885882769790222 0.0012669941302318449 0.0060892112337395119 0.0043665256302960294 8.4421456712363563e-05 -0.0057803446760210323 -0.0034739607948996933 -0.0038157517666013029 0.00710926321554809 0.0029089754239060633 0.001804774237832362 -0.0032566718366135532 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4815 32567 8830 16551 5036 22000 11434 836 12385 23151 80250 1342 889 10389 19827 67961 13140 16134 4659 619 315 internal_value=0 0.002401 -0.0032692 -0.00364915 0.00277528 0.00354492 0.00261338 0.00343812 -0.00556886 0.0012098 -0.00192962 0.00353936 0.000242595 -0.00389043 -0.000535686 0.00402075 -0.000650496 -0.00249663 -0.00272408 -0.00442517 0.000363243 0.00526948 -0.000984469 0.00030764 -0.00715447 -0.00250328 0.00189235 0.00241937 -0.00498672 0.00635205 internal_weight=0 31884.2 23774.3 22285.8 29347.8 19675 14402 11496.9 8360.31 9672.84 2536.38 2837.8 6835.04 4061.28 5290.74 9795.2 2905.12 13925.5 13067.1 3712.69 389.696 211.974 2825.8 4038.94 4299.03 12295.7 1941.89 1488.5 3322.99 52.3876 internal_count=911180 386111 525069 510654 345964 218032 163613 122410 223029 127932 40147 29779 98153 92326 81602 97989 41203 287625 275240 87290 6106 2231 40367 59602 130703 252089 20949 14415 81184 934 is_linear=0 shrinkage=0.01 Tree=220 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 10 10 1 1 10 1 10 10 6 1 6 10 10 1 1 10 10 1 1 1 1 6 10 0 10 split_gain=13221.2 1908 1147.31 531.772 513.708 473.056 450.82 375.41 374.412 287.19 206.99 338.233 400.968 208.312 188.931 188.117 163.867 201.991 153.766 152.787 304.624 194.698 159.434 149.973 153.102 145.666 133.91 130.183 115.887 109.332 threshold=3.2350000000000008 -31.499999999999996 30.500000000000004 5.5950000000000006 4.495000000000001 2.1250000000000004 1.6450000000000002 -71.499999999999986 -60.499999999999993 4.2350000000000012 -335.49999999999994 4.995000000000001 4.9850000000000012 17.500000000000004 -71.499999999999986 4.5000000000000009 5.9350000000000014 9.7700000000000014 -11.499999999999998 -239.49999999999997 6.4450000000000012 8.615000000000002 -210.49999999999997 -83.499999999999986 -287.49999999999994 -21.499999999999996 18.500000000000004 7.5550000000000006 1.0000000180025095e-35 7.6900000000000004 decision_type=10 8 2 10 10 10 10 10 10 10 10 10 10 2 8 2 10 10 10 10 10 10 10 10 8 8 2 10 2 10 left_child=1 6 3 4 14 -3 28 19 -9 25 11 12 -6 -14 -2 -12 -11 23 -10 20 -5 22 -21 24 27 -4 -22 -18 -1 -24 right_child=2 5 9 7 10 -7 -8 8 18 16 15 -13 13 -15 -16 -17 17 -19 -20 21 26 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0029557868665943789 -0.0037715965002768576 0.0099710957439245757 -0.0051877208087066171 -0.003539584955655397 -0.0048544101927176257 0.0061821657637437227 -0.00092658552818534437 0.0072451046362786509 0.00076997424748861097 -0.00803693694277746 -0.0026224793325481939 -0.0086039466627026075 -0.0090058358507128719 0.01303548942878459 0.00023672607068787565 -0.0058054891197442931 -0.0049446781302432685 -0.0096003113933117081 -0.0095992104647046154 -0.007730512977584203 0.0063874323099373563 -0.007317470772427075 -0.00034499743562194161 0.001102028728529471 -0.0073150552103553573 0.0012166116097090942 -0.0055452337461967824 0.0086991849244761905 0.0067881198648833893 0.01129818605114179 leaf_weight=2082.985280636698 1635.3086818065494 8499.3456028848886 815.17088654823601 900.88671389780939 1660.1875386573374 5381.6335984431207 3003.8272187337279 1166.4526216089725 624.12516926042736 6433.0518755894154 6253.9739383645356 2537.6164837311953 54.069005904719234 207.17370190471411 4185.9920478463173 2640.7617600355297 156.05427661165595 673.2081567440182 185.52161733992398 291.71549712494016 727.17350779846311 824.25090187415481 994.00120790675282 561.34147984161973 857.93605854734778 629.33136664330959 108.01488458923995 126.71926675364375 1270.23151871562 87.771011974662542 leaf_count=16131 28327 78758 19361 16470 26200 40097 34679 10641 7819 200075 114481 49392 961 1152 46096 71847 4207 26581 6662 7579 6184 24547 15973 11053 25595 6870 2582 1643 8688 529 internal_value=0 0.00642424 -0.00371196 -0.00256 -0.00336831 0.00850213 0.00188705 6.26054e-05 0.00361863 -0.00653038 -0.00444899 -0.0062074 -0.00304229 0.00847363 -0.000889284 -0.00356748 -0.00720814 -0.00496347 -0.00160601 -0.00172372 0.000493665 -0.00347531 -0.00116957 -0.00312947 -0.00521179 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1.0000000180025095e-35 5.6550000000000011 1.0000000180025095e-35 5.9116524425917312e-05 0.99894970655441295 0.3781151175498963 0.51461192965507518 1.0000000180025095e-35 0.0070173616986721008 8.0200000000000014 5.3550000000000013 1.0000000180025095e-35 3.9350000000000005 3.1750000000000003 1.0000000180025095e-35 1.0000000180025095e-35 6.1150000000000011 0.091229193341869366 5.1850000000000014 9.0500000000000025 1.0000000180025095e-35 5.4850000000000012 5.4450000000000012 2.9150000000000005 9.0500000000000025 6.0450000000000008 0.65440738201141369 decision_type=2 2 2 2 8 2 2 2 2 2 2 2 8 8 2 10 10 2 2 10 2 8 10 2 8 10 10 10 8 2 left_child=2 3 6 4 9 12 -1 10 22 18 13 -7 -4 15 -8 -3 -9 -17 26 -12 -21 -20 -5 -11 -16 -13 -2 28 29 -10 right_child=1 7 5 8 -6 11 14 16 27 23 19 25 -14 -15 24 17 -18 -19 21 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010174653377938632 -0.00087037423371895352 0.0074022266291826769 -0.0069301542080375421 0.0042494312466158767 0.0078418619108968617 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49.394487708806992 22.083248868584633 621.40765836276114 251.77135289460421 904.37004725262523 52.069073125720024 350.77008186280727 972.7137925773859 leaf_count=590450 1216 3387 20883 9900 2988 21352 26723 107570 2849 4364 5681 10641 562 3799 39549 1224 27898 104 52 872 1311 44 269 93 10791 2452 8114 218 1674 4150 internal_value=0 0.00978832 -0.0087718 0.00403705 0.000418171 -0.00305899 -0.00982299 0.0115867 0.00648453 -0.0014072 0.00958854 -0.00115465 -0.00630572 0.00744702 -0.00791435 0.00549198 0.0119384 0.00201863 -0.00343071 0.0113504 0.00870842 0.0122474 0.00447814 0.00158861 -0.00693199 0.000792812 -0.00365047 0.00820309 0.00800968 0.00864096 internal_weight=0 26110.4 29267.1 6219.68 2509.33 4548.38 24718.7 19890.7 3710.34 2014.1 2977.28 2866.85 1681.53 1343.85 3845.84 817.392 16913.5 290.032 1202.13 1633.42 431.509 16.6172 1711.82 811.972 2358.51 1382.42 1185.51 1998.52 1946.45 1595.68 internal_count=911180 187777 723403 35931 16871 55890 667513 151846 19060 13883 16378 34445 21445 8514 77063 4715 135468 1328 9426 7864 2183 96 10169 4457 50340 13093 9330 8891 8673 6999 is_linear=0 shrinkage=0.01 Tree=222 num_leaves=31 num_cat=0 split_feature=46 28 3 3 3 3 3 4 3 3 3 4 4 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 split_gain=2576.18 844.038 778.104 480.877 409.637 373.835 362.732 174.968 112.404 108.719 118.525 103.304 100.799 86.1367 330.501 79.4337 67.6298 250.341 199.427 114.2 108.89 67.3348 66.1842 60.9525 213.906 60.7747 58.0816 56.8278 52.8011 51.1558 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.21498599439775909 0.51234756097560985 0.97385509227614497 0.49341991341991348 0.25108695652173912 20.500000000000004 0.31281565656565663 0.24165739710789766 0.99938118811881205 29.500000000000004 25.500000000000004 0.50155279503105599 0.49341991341991348 1.0000000180025095e-35 0.87439320388349528 0.90943267259056748 0.90501253132832093 0.76506899055918665 0.74478940512375169 0.99938118811881205 0.8238526179702651 0.68199436222692045 0.66349106014087067 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2762.65 308.628 823.449 2454.02 2098.06 355.965 1865.32 486.919 98.2357 388.684 internal_count=911180 187777 723403 35931 13946 55890 667513 21985 151846 16378 7478 39366 16524 11614 77063 7352 135468 15852 19926 4262 15483 1799 6187 13684 12121 1563 8900 2420 448 1972 is_linear=0 shrinkage=0.01 Tree=224 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 11 11 1 10 11 10 10 1 10 10 10 10 11 11 10 10 1 1 5 6 10 5 6 split_gain=46182.9 2696.48 1758.13 822.973 405.648 361.04 168.817 152.793 146.693 176.31 166.361 115.863 113.284 85.4423 68.733 56.4993 47.0721 45.8464 45.5924 43.8867 43.3744 41.7766 38.4683 95.121 226.108 44.5491 39.4471 38.3794 36.1759 42.2643 threshold=0.049213243648409809 0.94052824378013633 0.00099748477805400022 -1.0000000180025095e-35 1.3750000000000002 -390.49999999999994 5.9116524425917312e-05 0.65440738201141369 0.99894970655441295 -8.4999999999999982 3.9350000000000005 0.0043998162727802515 2.4350000000000005 3.9650000000000003 -7.4999999999999991 5.7250000000000005 3.1750000000000003 9.0500000000000025 5.6250000000000009 0.3781151175498963 0.18897357583045957 2.5750000000000006 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 29.500000000000004 5.7950000000000008 5.5000000000000009 214.50000000000003 decision_type=2 2 2 8 10 10 2 2 2 8 10 2 10 10 8 10 10 10 10 2 2 10 10 10 10 10 2 10 8 2 left_child=2 3 6 7 -5 12 -1 17 9 22 21 -7 -4 19 -8 -15 -10 20 -13 -6 -2 -11 -3 25 -25 -24 -27 -12 29 -17 right_child=1 8 5 4 13 11 14 -9 16 10 27 18 -14 15 -16 28 -18 -19 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31 leaf_value=-0.010159324878822228 0.0034284852751006712 0.012194384062059449 -0.00012610657594604312 0.0077239330768783853 -0.003832786758415023 -0.0035332212787794726 -0.0069675740371635984 0.0091361526121568823 0.011551226014736972 0.010264878067644739 -0.0017868499605472733 -0.00029080151153168819 -0.0086006319011915928 -0.0069802390343463661 -0.0098896651031011272 -0.0022556976553753903 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19561 318 27898 369 2837 2061 7847 1704 1407 106 342 400 165 144 39 39 internal_value=0 0.00969558 -0.00873222 0.00395783 -0.00138134 -0.0030092 -0.00980009 0.00643732 0.0115176 0.00946434 0.0062816 -0.00119991 -0.0074203 -0.00364118 -0.00786172 -0.00617044 0.0118825 0.00510369 0.000347997 -0.00150232 0.00489681 0.00854626 0.0113393 0.00891971 0.000126626 0.0111478 0.00563088 -0.000425316 0.00347062 0.000564922 internal_weight=0 25793.7 28767.7 6216.55 1971.42 4523.76 24244 4245.12 19577.2 2954.55 1095.28 3207.96 1315.8 1579.42 3790.55 723.667 16622.6 2841.16 1928.56 855.758 2767.75 818.804 1859.27 485.511 98.1537 387.358 106.228 276.478 56.0746 49.5852 internal_count=911180 187777 723403 35931 13946 55890 667513 21985 151846 16378 7478 39366 16524 11614 77063 7352 135468 15852 19926 4262 15483 6187 8900 2420 448 1972 565 1291 396 357 is_linear=0 shrinkage=0.01 Tree=225 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 11 11 1 10 10 11 10 10 1 11 10 10 11 10 10 1 1 10 10 10 10 6 10 split_gain=45567 2695.46 1758.3 804.838 398.924 367.265 163.324 150.72 150.106 172.806 164.543 125.309 122.587 84.5022 55.7614 53.1351 44.7501 44.5529 44.4392 43.0748 41.8463 37.9447 93.7399 220.905 37.6292 35.3981 33.2168 32.8958 32.6349 30.5309 threshold=0.049213243648409809 0.94052824378013633 0.0006371206545736001 -1.0000000180025095e-35 1.3750000000000002 -390.49999999999994 0.0043998162727802515 0.65440738201141369 0.99894970655441295 -8.4999999999999982 3.9350000000000005 8.2700000000000014 5.9116524425917312e-05 3.9650000000000003 5.7250000000000005 -7.4999999999999991 0.18897357583045957 5.6250000000000009 3.1750000000000003 0.3781151175498963 2.5750000000000006 6.1150000000000011 -59.499999999999993 -53.499999999999993 5.7950000000000008 3.1450000000000005 4.9150000000000009 4.9450000000000012 214.50000000000003 9.0500000000000025 decision_type=2 2 2 8 10 10 2 2 2 8 10 8 2 10 10 8 2 10 10 2 10 10 10 10 10 10 10 10 2 10 left_child=2 3 12 7 -5 11 -7 16 9 21 20 25 -1 19 26 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6215.19 1965.98 5043.93 3581.73 4249.21 19437.9 2943.72 1090.55 1462.2 23499 1575.57 720.35 3234.14 2845.85 1929.05 16494.2 855.221 814.19 1853.17 484.093 98.0624 276.357 1364.28 664.164 243.796 56.1868 1646.55 internal_count=911180 187777 723403 35931 13946 65478 46568 21985 151846 16378 7478 18910 657925 11614 7352 67475 15852 19926 135468 4262 6187 8900 2420 448 1291 18481 6956 1147 396 8032 is_linear=0 shrinkage=0.01 Tree=226 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 10 10 1 1 10 1 10 10 2 1 6 2 6 0 1 1 0 1 10 10 1 10 1 6 1 split_gain=12271.4 1691.8 1079.56 520.192 467.765 541.652 397.865 342.255 345.112 329.333 207.66 324.527 373.991 258.559 197.237 195.889 189.246 184.077 157.935 154.725 145.197 144.072 142.198 280.709 182.968 150.675 172.258 123.963 123.014 120.977 threshold=3.1750000000000003 -361.49999999999994 30.500000000000004 3.1750000000000003 5.5950000000000006 4.495000000000001 2.1250000000000004 -71.499999999999986 -60.499999999999993 4.2350000000000012 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14573 is_linear=0 shrinkage=0.01 Tree=227 num_leaves=31 num_cat=0 split_feature=11 11 11 46 46 11 11 11 11 11 46 28 28 46 28 18 11 18 38 2 46 38 11 6 11 28 2 11 11 11 split_gain=44749.4 2677.28 1758.46 511.785 283.198 151.79 145.115 131.568 123.79 121.393 106.363 79.9415 58.8959 49.5305 45.8783 54.5956 39.3041 37.2723 39.0013 35.3844 29.5828 27.9933 25.0746 27.1634 23.9102 23.5017 23.1441 22.9133 22.3316 21.4866 threshold=0.049213243648409809 0.94052824378013633 0.0006371206545736001 1.0000000180025095e-35 1.0000000180025095e-35 0.99894970655441295 0.51461192965507518 0.0070173616986721008 3.4846319977077662e-05 0.3781151175498963 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.015218299813568552 1.0000000180025095e-35 1.0000000180025095e-35 0.92365967365967383 1.0000000180025095e-35 1.0000000180025095e-35 0.0028879296733066002 31.500000000000004 0.99989646673202526 1.0000000180025095e-35 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237.97865407913923 1670.6443414986134 227.57461281493306 1543.9671887680888 1428.4114781264216 2.3480679020285598 223.38700864464045 14659.040109880269 172.20026888698339 276.89131653308868 772.87638834118843 4.1665463671088219 205.32831272482872 63.046872824430466 281.27227629721165 3424.7934366203845 leaf_count=482063 9307 642 7302 2706 16669 10137 55297 1682 968 10877 20 32002 1561 7103 1135 9884 2013 7620 25223 28 1976 125331 831 1458 4032 31 954 362 3403 88563 internal_value=0 0.00955754 -0.00867011 0.00385061 -0.0032986 0.0114138 -0.0098401 0.00209456 0.00618492 -0.00167763 0.000951441 -0.00823029 0.000870768 0.00326787 0.00467997 0.00928559 0.000440559 0.00573182 -0.00526029 -0.000632614 0.00155589 0.0117981 0.00619238 0.00842055 0.00899068 0.020033 0.00864672 0.00689899 -0.00570835 -0.0101777 internal_weight=0 25287.1 28000.6 6206.43 5008.09 19080.7 22992.5 3541.92 2664.51 2742.18 1794.04 3985.54 1786.49 1747.88 565.945 2917.81 1539.63 2250.33 2265.91 1345.07 225.735 16162.9 1716.17 1247.17 907.231 7.55291 414.183 339.938 1709.68 19007 internal_count=911180 187777 723403 35931 65478 151846 657925 22852 13079 29550 12932 87299 12881 9920 2817 16378 11320 11157 35928 12881 2004 135468 8451 6494 4674 51 1922 1820 28626 570626 is_linear=0 shrinkage=0.01 Tree=229 num_leaves=31 num_cat=0 split_feature=10 46 6 10 10 10 10 10 10 2 10 2 6 28 46 38 2 6 2 10 10 46 2 10 46 10 6 2 46 10 split_gain=11749.2 1259.58 1044.71 467.107 448.026 520.483 440.894 320.658 315.098 187.897 163.91 158.411 184.733 122.368 111.09 133.177 105.54 186.138 129.97 123.91 110.349 100.36 98.6344 95.1203 153.079 83.817 83.3595 191.283 217.93 181.019 threshold=3.1750000000000003 1.0000000180025095e-35 30.500000000000004 2.1250000000000004 5.5950000000000006 4.0850000000000009 3.1750000000000003 4.2350000000000012 8.8850000000000016 0.028778467908902653 6.2550000000000008 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.074188739823414715 1.5000000000000002 0.091372912801484213 8.1200000000000028 7.5550000000000006 1.0000000180025095e-35 0.98936170212765973 4.9050000000000011 1.0000000180025095e-35 1.9550000000000003 17.500000000000004 0.25943732193732194 1.0000000180025095e-35 4.995000000000001 decision_type=10 2 2 10 10 10 8 10 10 2 10 2 2 2 2 2 2 2 2 10 10 2 2 10 2 8 2 2 2 10 left_child=1 3 4 25 5 -2 -3 -4 10 -9 22 14 23 -5 15 -7 17 -12 -18 20 -20 -10 -6 -13 -25 -1 -14 28 29 -28 right_child=2 6 7 13 8 11 -8 9 21 -11 16 12 26 -15 -16 -17 18 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=0.0078886432729125665 -1.1814426663649365e-05 -6.9281017297185646e-05 -0.0020284074000614686 0.0060079411591270771 -0.0018102665748144777 -0.0052737607923565031 0.0053150926966251668 -0.00094565425904237445 0.0048943986727331152 -0.0074114521524099872 0.0045224644296783462 -0.0017807561636797146 -0.0066242196805768871 -0.0033854143736025098 -0.00066948330083188643 0.0094104183020845191 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108672 1984 24297 435 3346 7790 11172 4684 5683 25254 2655 29402 46911 58641 1698 21914 5671 1593 internal_value=0 0.00633998 -0.00351001 0.00813575 -0.00240168 -0.0031457 0.00259987 -0.00626763 6.80361e-05 -0.00703951 0.001086 -0.00403208 -0.00459076 0.0057368 -0.00209077 -0.00448542 0.00281112 -0.000765484 0.00396669 0.00293219 0.00104742 -0.00541558 -0.000909681 -0.00338572 -0.00437413 0.0096725 -0.00594237 -0.00365545 0.00149024 0.00698777 internal_weight=0 18753.9 34181.4 12670.4 24381.9 18737.1 6083.52 9799.5 5644.77 8290.04 4760.96 14606 11342 4947.36 3264.01 1215.72 2553.58 623.568 1930.01 1665.35 1127.19 883.809 2207.38 5996.13 3710.83 7723.05 5345.87 1227.8 454.813 278.899 internal_count=911180 172996 738184 116263 441253 342267 56733 296931 98986 269154 72974 293322 253117 39431 40205 15908 35401 10516 24885 21539 16855 26012 37573 113569 76313 76832 139548 30876 8962 3291 is_linear=0 shrinkage=0.01 Tree=230 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 1 10 11 11 11 10 10 1 10 5 10 1 4 10 1 10 11 10 10 10 1 1 5 split_gain=43368.1 2664.2 1759.65 785.51 381.408 364.9 158.416 170.39 159.857 157.295 144.444 126.065 120.899 77.9111 56.8795 54.552 44.0894 56.3554 75.1578 62.4787 43.9027 43.4343 42.5629 40.9171 40.6281 39.6091 38.0052 93.225 216.774 44.7559 threshold=0.049213243648409809 0.94052824378013633 0.0006371206545736001 -1.0000000180025095e-35 1.3750000000000002 -390.49999999999994 0.99894970655441295 -8.4999999999999982 3.9350000000000005 0.0043998162727802515 0.65440738201141369 3.4846319977077662e-05 8.2700000000000014 3.9650000000000003 -7.4999999999999991 5.7250000000000005 1.5000000000000002 5.1450000000000005 -250.49999999999997 26.500000000000004 5.6250000000000009 -89.499999999999986 2.5750000000000006 0.65440738201141369 9.0500000000000025 3.1750000000000003 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 decision_type=2 2 2 8 10 10 2 8 10 2 2 2 8 10 8 10 10 10 10 10 10 10 10 2 10 10 10 10 10 10 left_child=2 3 11 10 -5 12 7 26 22 -7 16 -1 -4 23 -13 -15 17 19 -19 -2 -11 -21 -9 -6 -20 -8 -3 29 -29 -28 right_child=1 6 5 4 13 9 25 8 -10 20 -12 14 -14 15 -16 -17 -18 18 24 21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.010169491142151299 -0.0014768738098002204 0.011934432398580342 -0.0083025660097547447 0.0074984932171964485 -0.0030691252372303146 -0.0038315216724340451 0.011455531249138989 0.010121582247196025 -0.00049460322132303665 -0.00023729765400088809 0.0088636123292495789 -0.0073922252394362994 0.0032120082153052577 -0.006875127109713686 -0.009978955473597206 0.0033882445587828484 0.0028109041274523372 0.016044318450472939 0.0054738793732808438 0.0022215946331389852 0.0040212844940696584 0.0063266901745914726 0.0053286314912841361 0.0016464927390507438 0.014105017153143171 0.012561047980173577 0.012989553498125635 -0.025445805740170031 0.0087034891007065213 0.0053023140514539737 leaf_weight=18756.354093832895 148.98560599982738 1355.3500694260001 1339.3625198956579 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0.99894970655441295 -8.4999999999999982 3.9350000000000005 0.0043998162727802515 0.65440738201141369 3.4846319977077662e-05 8.2700000000000014 3.9650000000000003 -7.4999999999999991 5.7250000000000005 5.6250000000000009 9.0500000000000025 2.5750000000000006 0.3781151175498963 0.18897357583045957 6.1150000000000011 -59.499999999999993 -53.499999999999993 3.1750000000000003 5.7950000000000008 3.1450000000000005 5.5250000000000012 4.9150000000000009 4.9450000000000012 decision_type=2 2 2 8 10 10 2 8 10 2 2 2 8 10 8 10 10 10 10 2 2 10 10 10 10 10 10 8 10 10 left_child=2 3 11 10 -5 12 7 21 18 -7 17 -1 26 19 27 28 -11 20 -9 -6 -2 -3 -23 -24 -8 29 -4 -13 -15 -10 right_child=1 6 5 4 13 9 24 8 25 16 -12 14 -14 15 -16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010162515116311466 0.0032741920332402244 0.011856986740660552 -0.0054795595401517351 0.0074535777249197955 -0.0038043512690163731 -0.0038051701748544613 0.011437698621513479 0.010095354787028825 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32.46306337416172 995.83910949714482 653.56976916827261 333.80882208049297 101.49985877424479 leaf_count=570626 7636 6480 1936 2332 2201 26642 107570 4483 646 17089 6133 51869 429 3143 22436 396 2837 369 1704 2061 7847 1972 106 342 27898 144 16545 12994 3813 501 internal_value=0 0.00946609 -0.0086271 0.00378391 -0.0014233 -0.0032433 0.0113459 0.00917074 0.00602137 -0.0015328 0.0061647 -0.00981712 -0.00748728 -0.00359626 -0.00818004 -0.00603199 0.000388725 0.00488306 0.00830188 -0.00157076 0.00468289 0.0110058 0.0085954 -8.02372e-05 0.0117431 -0.00048971 -0.00827151 -0.00736679 -0.00684133 -0.00181133 internal_weight=0 24929.8 27477 6197.23 1944.43 4974.01 18732.5 2892.37 1064.85 3545.17 4252.8 22503 1428.84 1562.06 3920.56 709.206 1920.87 2853.98 788.63 852.849 2779.67 1827.52 476.935 97.1839 15840.2 276.219 1330.99 2692.33 652.874 243.756 internal_count=911180 187777 723403 35931 13946 65478 151846 16378 7478 46568 21985 657925 18910 11614 87299 7352 19926 15852 6187 4262 15483 8900 2420 448 135468 1291 18481 64863 6956 1147 is_linear=0 shrinkage=0.01 Tree=232 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 1 11 11 11 11 1 11 2 1 1 6 11 1 11 3 6 11 1 11 11 3 1 6 6 split_gain=42218 2661.25 1760.9 751.524 357.44 165.148 163.96 152.334 140.604 128.394 95.5383 56.7874 41.4268 34.7049 76.421 123.118 34.897 29.6282 29.0442 31.5165 26.9231 26.4095 24.9021 24.3788 24.1809 22.8348 20.5446 20.2469 19.4004 19.3494 threshold=0.049213243648409809 0.94052824378013633 0.0006371206545736001 -1.0000000180025095e-35 -390.49999999999994 0.99894970655441295 -8.4999999999999982 0.0043998162727802515 0.65440738201141369 3.4846319977077662e-05 0.51461192965507518 -7.4999999999999991 0.18897357583045957 0.92365967365967383 -57.499999999999993 -56.499999999999993 401.50000000000006 0.015218299813568552 -380.49999999999994 0.9999486804008485 0.8577380952380953 29.500000000000004 0.00017857718921725002 -63.499999999999993 0.98755538463592529 0.011652591172605703 0.87439320388349528 -124.49999999999999 276.50000000000006 184.50000000000003 decision_type=2 2 2 8 10 2 8 2 2 2 2 8 2 2 10 10 2 2 10 2 2 2 2 10 2 2 2 10 2 2 left_child=2 3 9 8 17 6 13 -6 12 -1 29 22 -2 16 21 -16 -3 -4 19 -7 25 -15 -11 -23 -8 -9 -10 -22 -14 -5 right_child=1 5 4 10 7 18 24 20 26 11 -12 -13 28 14 15 -17 -18 -19 -20 -21 27 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010155557583057919 0.0034171074553141258 0.01157514882529735 -0.0083963785242103378 -0.0036019466266570864 -0.0037789258467448186 0.0095828792007898438 0.0041009825896081101 -0.0015390547784124374 0.0081541879965235774 -0.0081584289906088646 0.0011962458431167946 -0.0099464631606197978 0.0060220154537247092 0.011783279928722586 -0.024447311816108916 0.011493216856602656 -0.0015031706826951474 -0.0052351843983716737 0.012426016248330464 0.011603308327495383 -0.0016539565748294031 -0.0090575259274850682 -0.0062017996617065394 0.01150593797345717 0.0071963231860530073 0.00087354963633014314 0.011405677540032856 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threshold=-1.0000000180025095e-35 0.21498599439775909 1.0000000180025095e-35 0.97385509227614497 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 0.25108695652173912 -9.4999999999999982 20.500000000000004 0.33248299319727892 2.5000000000000004 0.47083130772970344 0.50952467343976793 17.500000000000004 -92.499999999999986 -8.4999999999999982 0.87439320388349528 0.90943267259056748 -64.499999999999986 -64.499999999999986 -60.499999999999993 5.5000000000000009 -65.499999999999986 2.5000000000000004 0.19929078014184398 1.5000000000000002 0.67574992574992587 0.66349106014087067 20.500000000000004 decision_type=8 2 2 2 2 10 10 2 10 8 2 10 2 2 8 10 10 2 2 10 10 10 10 10 10 2 10 2 2 8 left_child=1 9 3 6 5 7 15 26 -4 24 -9 29 -6 -14 -12 -3 17 27 19 23 -11 -22 -7 -19 25 -1 -2 28 -17 -5 right_child=4 2 8 11 12 22 -8 10 -10 20 14 -13 13 -15 -16 16 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0036343958918982856 0.0053585290675888832 -0.0047595267490405241 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163.899 148.146 136.377 130.689 91.8562 57.5755 42.315 41.5194 36.2312 34.0931 75.6716 120.304 37.1324 33.9405 29.5977 29.284 27.3498 32.4296 25.0413 24.1126 23.495 20.7624 19.0991 63.7307 threshold=0.049213243648409809 0.94052824378013633 0.0006371206545736001 -1.0000000180025095e-35 -390.49999999999994 0.99894970655441295 -8.4999999999999982 0.0043998162727802515 0.65440738201141369 3.4846319977077662e-05 0.51461192965507518 -7.4999999999999991 1.5000000000000002 1.5000000000000002 1.5000000000000002 0.92365967365967383 -57.499999999999993 -56.499999999999993 5.5000000000000009 401.50000000000006 0.18897357583045957 0.015218299813568552 -380.49999999999994 0.9999486804008485 0.00017857718921725002 0.98755538463592529 0.77442071785552036 -63.499999999999993 184.50000000000003 0.019324122479462254 decision_type=2 2 2 8 10 2 8 2 2 2 2 8 10 10 10 2 10 10 10 2 2 2 10 2 2 2 2 10 2 2 left_child=2 3 9 8 21 6 15 -6 12 -1 28 24 20 26 -10 19 18 -18 -17 -3 -2 -4 23 -7 -11 -8 -9 -20 -5 -30 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21865 1938.63 3833.97 2861.31 1916.71 1395.87 1809.53 191.186 38.0568 153.129 1618.35 2133.25 1411.58 15434.2 11262.6 2632.1 1051.43 1377.65 14.9898 1125.01 56.3767 internal_count=911180 187777 723403 35931 65478 151846 16378 46568 21985 657925 13946 87299 15852 19926 6133 8900 1181 185 996 7719 11114 18910 135468 106469 64863 7478 13166 130 8968 640 is_linear=0 shrinkage=0.01 Tree=236 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 1 11 11 11 11 1 5 5 5 6 11 11 1 11 11 11 11 38 6 6 6 6 0 18 split_gain=40441.2 2655.77 1763.32 728.355 353.919 176.836 161.635 145.765 134.559 131.861 90.1352 57.5327 41.3862 40.7003 35.6881 32.4458 29.2572 29.0451 26.1906 32.751 25.0564 23.895 19.6769 19.6624 18.7481 18.5364 21.105 18.3168 18.2183 18.8906 threshold=0.049213243648409809 0.94052824378013633 0.0006371206545736001 -1.0000000180025095e-35 -390.49999999999994 0.99894970655441295 -8.4999999999999982 0.0043998162727802515 0.65440738201141369 3.4846319977077662e-05 0.51461192965507518 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num_cat=0 split_feature=1 6 6 3 5 2 1 3 4 5 3 2 0 3 2 0 6 1 5 5 3 5 5 5 3 5 6 6 5 46 split_gain=3448.74 1449.89 995.639 402.749 219.559 215.748 202.455 206.15 183.067 189.509 162.141 135.859 162.164 177.618 127.818 127.517 116.259 111.934 89.7427 100.102 85.6407 171.463 81.824 81.3438 77.8117 91.5704 85.6917 97.4212 87.3253 71.0743 threshold=-1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 0.20112359550561798 3.5000000000000004 0.48581488933601619 -126.49999999999999 0.96784532671629464 20.500000000000004 2.5000000000000004 0.48846085567193326 0.12560679611650488 1.0000000180025095e-35 0.21498599439775909 0.74891304347826104 1.0000000180025095e-35 33.500000000000007 -43.499999999999993 1.5000000000000002 8.5000000000000018 0.90501253132832093 1.5000000000000002 5.5000000000000009 3.5000000000000004 0.74213338610726309 1.5000000000000002 24.500000000000004 17.500000000000004 2.5000000000000004 1.0000000180025095e-35 decision_type=8 2 2 2 10 2 10 2 8 10 2 2 2 2 2 2 2 10 10 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0.94052824378013633 0.00048551171494175006 -1.0000000180025095e-35 6.5450000000000008 -390.49999999999994 0.99894970655441295 0.0043998162727802515 -8.4999999999999982 3.9350000000000005 0.65440738201141369 8.2700000000000014 3.9650000000000003 3.4846319977077662e-05 -371.49999999999994 2.5750000000000006 0.65440738201141369 5.6250000000000009 2.5450000000000004 -84.499999999999986 3.1450000000000005 6.1150000000000011 -59.499999999999993 -53.499999999999993 9.0500000000000025 27.500000000000004 105.50000000000001 214.50000000000003 5.7950000000000008 5.1450000000000005 decision_type=2 2 2 8 8 10 2 2 8 10 2 8 10 2 10 10 2 10 10 10 10 10 10 10 10 10 2 2 10 10 left_child=2 3 13 10 12 11 8 -7 21 15 18 20 16 -1 -15 -10 -5 -9 19 -2 -4 -3 -23 -24 25 29 -27 -6 -11 -20 right_child=1 6 5 4 27 7 -8 17 9 28 -12 -13 -14 14 -16 -17 -18 -19 24 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010127163933473925 -0.0038028019912799368 0.011531603605092122 -0.0054580236280522563 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272.72467997670174 1038.917180525139 372.96821505576372 25.331869259476662 70.733213260769844 75.014803856611252 1834.1865298748016 171.06549476832151 4.6705584973096839 32.349965944886208 216.3618029654026 leaf_count=570626 431 6480 2053 3187 2022 31315 135468 17089 4483 1147 6133 446 7253 21482 59615 1704 1456 2837 1192 1204 17940 1972 106 342 369 10032 1370 28 144 1254 internal_value=0 0.0092402 -0.00852491 0.00359905 -0.00146221 -0.00331839 0.0111825 -0.00166232 0.00887031 0.00574277 0.00589915 -0.00747785 -0.00341781 -0.00981105 -0.00819981 0.00810928 -0.00116284 0.000423096 0.0046692 0.00152189 -0.00827067 0.0106876 0.00829848 -0.000341877 0.00513612 0.00492535 0.00555346 0.00824567 -0.000795411 0.00189798 internal_weight=0 24190.6 26337.8 6195.78 1935.9 5217.28 17994.8 3731.57 2840.55 1043.92 4259.88 1485.71 1611.31 21120.5 3464.09 766.491 922.074 1914.82 2866.65 370.337 1385.14 1796.63 469.033 96.0651 2496.32 2421.3 2005.25 324.591 277.433 416.048 internal_count=911180 187777 723403 35931 13946 71680 151846 51241 16378 7478 21985 20439 11896 651723 81097 6187 4643 19926 15852 1635 19993 8900 2420 448 14217 13848 11402 2050 1291 2446 is_linear=0 shrinkage=0.01 Tree=239 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 1 10 11 11 11 10 10 10 1 10 10 10 10 10 6 10 1 1 10 10 10 10 11 split_gain=39264.2 2891.47 1533.67 741.478 390.092 328.259 183.67 158.487 159.651 149.858 135.499 108.568 99.3805 56.8511 51.998 48.793 47.5709 44.5469 40.6758 40.4656 39.325 37.9898 35.7326 88.8877 197.052 34.7749 32.5496 31.2098 30.7546 30.471 threshold=0.036334333941340412 0.94052824378013633 0.00048551171494175006 -1.0000000180025095e-35 2.4350000000000005 -3.4999999999999996 0.99894970655441295 -8.4999999999999982 3.9350000000000005 0.51461192965507518 0.0043998162727802515 3.4846319977077662e-05 8.2700000000000014 3.9650000000000003 5.7250000000000005 -371.49999999999994 2.4350000000000005 2.5750000000000006 5.5050000000000008 2.5450000000000004 2.5750000000000006 158.50000000000003 6.1150000000000011 -59.499999999999993 -53.499999999999993 5.7950000000000008 4.9150000000000009 5.2250000000000005 4.9450000000000012 0.65440738201141369 decision_type=2 2 2 8 10 8 2 8 10 2 2 2 8 10 10 10 8 10 10 10 10 2 10 10 10 10 10 8 10 2 left_child=2 3 11 9 16 10 7 22 17 19 27 -1 -7 21 26 -13 -5 -9 -12 -2 -21 29 -3 -24 -25 28 -15 -4 -10 -6 right_child=1 6 5 4 13 12 -8 8 25 -11 18 15 -14 14 -16 -17 -18 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.010120276022218485 0.001052481718020161 0.011458589522813169 -0.0048545711922021693 0.0021400547778104686 -0.0043234252990209422 -0.0084302033613207362 0.011592411607645254 0.0099561939013919111 0.00092119187714710476 0.0078519428222439003 -0.0005920555471343249 -0.0099073541315617304 0.0026154960822035067 -0.0047694406173677878 0.0027862778841948989 -0.0073569643930930318 0.008030176937911377 0.0049694276767153116 0.0035354812950206594 0.015182302250415039 0.0044692877031495314 0.0055957004422159387 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40.2852 33.2653 32.2116 67.1312 157.306 29.1496 27.17 26.5021 26.2282 25.3067 25.2947 24.698 24.1307 23.8601 24.5275 22.8209 20.476 threshold=0.068259380757808671 0.97252115607261669 0.00099748477805400022 -1.0000000180025095e-35 -9.4999999999999982 5.9116524425917312e-05 0.65440738201141369 0.0089773964136838514 0.99977076053619396 -8.4999999999999982 0.51461192965507518 -7.4999999999999991 429.50000000000006 2.5000000000000004 0.015218299813568552 0.89596861471861489 -57.499999999999993 -56.499999999999993 2.5000000000000004 2.5000000000000004 1.5000000000000002 0.18897357583045957 0.18142633228840127 0.94494949494949509 3.5000000000000004 0.00017857718921725002 1.0000000180025095e-35 1.0000000180025095e-35 -32.499999999999993 -63.499999999999993 decision_type=2 2 2 8 8 2 2 2 2 8 2 8 2 10 2 2 10 10 10 10 10 2 2 2 10 2 2 2 8 10 left_child=2 3 5 6 7 -1 13 20 9 12 -5 25 15 21 -6 -3 24 -18 -9 -8 22 -2 -4 26 -17 -7 27 -12 -10 -26 right_child=1 8 4 10 14 11 19 18 28 -11 23 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31 leaf_value=-0.010066717682051404 0.0037621137340241558 0.011683065592690271 0.00049568083373743789 -0.0031113877682606241 -0.0080792950017231184 -0.0078071089690534704 0.0090679327450824115 0.0017878978478049004 0.012414668530977098 0.0071654640422671436 0.0020427175703040114 -0.0097010528605130635 -0.0035683457859686423 0.00096141254540783156 -0.0049003953181427432 0.011586787754494158 -0.027090418974755809 0.011628055380479525 -0.0025881592281372916 0.0052264770791186814 -0.0043708114417542092 0.0059520180273398074 -0.002612064854812246 0.0068994460859724688 -0.0061605654642515155 -0.0057776167294774751 0.0033107501508743611 -0.0018779029914146534 0.011435643486572901 0.010056044355324581 leaf_weight=18077.438893565908 859.98786384612322 1627.9576306939125 372.47789618372917 992.55974573269486 834.5323133636266 990.3505341745913 1619.4482585042715 1433.5318291932344 3044.5762315839529 1216.5450048670173 287.77321270853281 1055.5067096631974 18.847696915268898 253.69971588626504 543.6128183118999 184.33371397852898 17.09592841565609 27.169439412653446 170.30164898186922 207.7370625436306 522.30102515406907 1502.319155305624 883.63690106756985 77.12603610008955 15.551255196332933 1434.4250102955848 292.64355146884918 358.16550668329 10922.596652098 15.593596480786799 leaf_count=590450 5035 8211 4446 7774 12071 26254 7202 12668 21652 9518 1772 19561 79 1639 5816 1299 76 166 2079 948 9235 7135 12812 469 136 31248 1810 2272 107187 160 internal_value=0 0.00930022 -0.00835659 0.00411068 -0.00245578 -0.00965962 0.00634496 -0.000675327 0.0112592 0.00951589 -0.000832559 -0.00754504 0.0110157 0.00474812 -0.00682537 0.0111613 0.00789097 -0.00332558 0.00132323 0.00863119 -0.00247769 0.00515479 -0.00169052 0.00139433 0.0101952 -0.00660652 0.000941962 -0.000131221 0.0116491 0.00195876 internal_weight=0 23541.7 26318.1 6451.46 4760.39 21557.7 4443.19 3382.25 17090.3 3123.09 2008.27 3480.28 1906.55 2616.01 1378.15 1887.7 259.744 44.2654 1603.83 1827.19 1778.42 2362.31 1256.11 1015.71 215.479 2424.78 938.582 645.939 13967.2 31.1449 internal_count=911180 184540 726640 36056 59127 667513 21959 41240 148484 19645 14097 77063 10127 13809 17887 10048 1837 242 14747 8150 26493 12170 17258 6323 1595 57502 5854 4044 128839 296 is_linear=0 shrinkage=0.01 Tree=241 num_leaves=31 num_cat=0 split_feature=1 3 0 3 0 5 5 2 1 4 5 3 2 2 3 3 1 1 2 3 1 1 1 4 1 3 2 5 3 2 split_gain=3244.75 733.755 562.662 499.939 450.001 351.858 237.499 163.28 148.368 138.28 115.101 108.272 119.384 89.8684 167.881 126.448 84.9808 96.2811 130.068 217.493 95.9972 79.2585 85.7095 67.6217 63.5328 63.3398 69.2233 62.5147 65.7327 61.7038 threshold=-1.0000000180025095e-35 0.21498599439775909 1.0000000180025095e-35 0.97385509227614497 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 0.98936170212765973 -9.4999999999999982 20.500000000000004 2.5000000000000004 0.47083130772970344 0.49184758529020828 0.76024883359253514 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6189 35143 4840 14208 22248 6087 5573 9082 1996 11301 7685 15120 3131 3696 19809 119997 3510 59517 124493 1808 952 12949 internal_value=0 -0.00214421 -0.00297202 -0.00364065 0.00306359 0.00200416 -0.00414664 0.00249451 0.000683209 0.000878131 0.00143611 0.00516563 0.00645402 0.00224662 0.00240892 0.00193103 -0.00359494 -0.00299958 -0.00282117 0.000599273 0.00544248 0.00161934 0.00306178 0.00213627 0.00832495 -0.00325595 -0.00267926 -0.00208048 -0.00293324 -0.00333669 internal_weight=0 29327.8 23022.2 19462.1 20207 13435.6 17698.1 12305.8 3560.1 6305.64 1763.94 6771.49 3322.35 11761.1 11369.1 9846.26 14426.1 9006.66 8746.25 986.368 477.938 5042.39 2170 9533.56 338.086 7759.89 5513.45 1263.26 1101.4 1129.79 internal_count=911180 648349 570568 519184 262831 187056 493509 163313 51384 77781 25675 75775 36456 157734 151647 134652 382398 226753 215452 23757 8637 58648 23505 129079 5506 191695 132178 19133 17325 23743 is_linear=0 shrinkage=0.01 Tree=242 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 1 10 11 11 11 10 10 10 1 10 10 5 5 3 3 10 10 5 6 10 1 1 5 split_gain=38134.8 2878.38 1536.35 719.341 382.381 324.87 190.432 155.722 158.94 145.211 131.637 110.573 98.7611 56.0254 51.4211 49.2456 47.0988 45.0747 43.5429 41.0457 41.6595 50.6949 40.0582 39.6499 47.8995 37.445 34.9399 87.2108 190.055 44.0269 threshold=0.036334333941340412 0.94052824378013633 0.00048551171494175006 -1.0000000180025095e-35 2.4350000000000005 -3.4999999999999996 0.99894970655441295 -8.4999999999999982 3.9350000000000005 0.51461192965507518 0.0043998162727802515 3.4846319977077662e-05 8.2700000000000014 3.9650000000000003 5.7250000000000005 -371.49999999999994 2.4350000000000005 2.5750000000000006 1.5000000000000002 5.5000000000000009 0.88029850746268667 0.99938118811881205 5.4450000000000012 2.5450000000000004 1.5000000000000002 158.50000000000003 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 decision_type=2 2 2 8 10 8 2 8 10 2 2 2 8 10 10 10 8 10 10 8 2 2 10 10 10 2 10 10 10 10 left_child=2 3 11 9 16 10 7 26 17 23 -4 -1 -7 25 -15 -13 -5 -9 -11 20 -16 -22 -12 -2 -25 -6 -3 29 -29 -28 right_child=1 6 5 4 13 12 -8 8 -10 18 22 15 -14 14 19 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 28 -30 -31 leaf_value=-0.010106237249330484 0.001006339666299259 0.011329667565111341 -0.0037635410560145814 0.002101831876346483 -0.0029506280852230195 -0.0083837111843874188 0.011543956901401902 0.0099061305395848048 -0.00086183551384287562 0.0086597690571748008 -0.00060520209163958101 -0.0098804094667356932 0.0026350465889366961 -0.0069541034303485082 -0.0053837823828710007 -0.0072986474528139713 0.0079744237144187147 0.0048638172273151228 0.0051959661665978664 0.0262157216259804 0.031871213994792126 -0.0076110041304142785 0.0033727719584540185 0.0054106734682784286 0.0021427548816566168 0.0055396296876194543 0.012466635118112263 -0.023695107254072735 0.0081505377350874989 0.0047196182854274335 leaf_weight=17134.394139593467 365.97435155510902 1313.0008627772331 1797.6026929542422 239.47779134660959 674.19407256320119 1259.7450880948454 14762.169998951256 467.33753661811352 277.35383985936642 1334.713149048388 1360.1083566043526 1088.9638991896063 86.958090160042048 690.6796481795609 39.23598662763834 2297.7110885791481 317.80454581230879 285.64588879793882 498.45394033938646 6.6248500123620024 7.6519120000302774 5.6558214500546455 311.03393709287047 1701.0284598432481 609.14656030386686 56.282477889209986 267.81729409098625 25.589051514863968 70.021539464592934 101.03214635699987 leaf_count=570626 1607 6480 31357 1199 3439 18820 135468 4483 1291 5850 14545 21482 387 7715 304 59615 2013 1704 2251 40 56 30 3424 9743 4519 312 1407 106 342 565 internal_value=0 0.00898106 -0.00858703 0.00332154 -0.00160956 -0.00350365 0.0110899 0.00870278 0.00560962 0.00554974 -0.00188525 -0.00977989 -0.00767222 -0.00426751 -0.00618764 -0.0081288 0.00545083 0.00799332 0.00771793 0.00275934 -0.000198097 0.0150912 0.000135181 0.00406452 0.00454899 -0.00229646 0.0104958 0.00813846 -0.000372575 0.0103446 internal_weight=0 24116.9 25336.5 6546.92 2037.61 4815.45 17570 2807.8 1030.34 4509.32 3468.74 20521.1 1346.7 1480.32 749.848 3386.67 557.282 752.983 1833.17 59.1686 52.5437 13.3077 1671.14 2676.15 2310.18 730.477 1777.46 464.46 95.6106 368.849 internal_count=911180 190924 720256 39078 15108 68533 151846 16378 7478 23970 49326 651723 19207 11896 8145 81097 3212 6187 8101 430 390 86 17969 15869 14262 3751 8900 2420 448 1972 is_linear=0 shrinkage=0.01 Tree=243 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 10 10 10 10 10 11 10 6 11 10 6 6 6 10 10 10 11 6 10 10 6 28 11 split_gain=37625.6 2874.35 1537.55 242.222 193.784 134.322 111.571 97.6506 68.5287 65.2594 46.3919 46.0767 35.6403 33.9752 29.648 28.3398 25.901 25.1803 24.8519 24.514 29.8739 22.9368 21.8423 37.09 21.429 20.7285 27.9536 20.1469 19.6236 19.3451 threshold=0.036334333941340412 0.94052824378013633 0.00048551171494175006 0.3781151175498963 0.99894970655441295 0.0043998162727802515 3.4846319977077662e-05 5.4750000000000005 5.4450000000000012 5.4750000000000005 5.705000000000001 5.2550000000000008 0.65440738201141369 5.3550000000000013 455.50000000000006 0.18897357583045957 9.0500000000000025 438.50000000000006 1.5000000000000002 9.5000000000000018 5.535000000000001 6.0750000000000011 3.1750000000000003 0.99989646673202526 3.5000000000000004 6.1150000000000011 6.1250000000000009 77.500000000000014 1.0000000180025095e-35 0.98755538463592529 decision_type=2 2 2 2 2 2 2 8 8 8 8 8 2 8 2 2 10 2 2 2 8 10 10 2 2 10 10 2 2 2 left_child=2 3 6 7 13 9 -1 15 24 -4 -8 12 -5 -3 25 -2 17 -13 -10 20 -9 -22 -6 -24 28 -15 29 -17 -7 -27 right_child=1 4 5 11 22 8 10 19 18 -11 -12 16 -14 14 -16 27 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010099383915474115 -0.00034107297646138136 0.0076090020905021398 -0.0060523617255288419 0.0028023569360514232 0.011274912178812064 -0.0021252066433416371 -0.0086315764392007211 0.015037654759615968 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21.522952079772949 373.79011036455631 98.456652387976646 36.306027580052614 78.266291037201881 leaf_count=570626 13014 8019 33988 4451 107570 10104 70011 150 1878 8142 11086 5553 6104 5828 58 4373 227 73 3497 1773 2060 478 4218 23680 10537 114 1825 822 387 534 internal_value=0 0.0089398 -0.00856806 0.00328906 0.0110604 -0.0034785 -0.00976974 0.00137264 -0.00176152 -0.00510768 -0.00810557 0.00522008 0.00436557 0.00864863 0.00981695 0.000427258 0.00687397 0.00652633 0.00109982 0.00451687 0.0032315 0.00272776 0.0115211 0.012127 -0.00278592 0.00997092 0.00830162 0.00188763 -0.00185814 0.00359949 internal_weight=0 23986.7 25139.8 6545.4 17441.3 4801.89 20337.9 3285.13 2337.94 2463.95 3362.54 3260.28 2149.63 2797.19 1317.07 2525.71 1110.65 1055.92 616.354 759.415 502.318 481.762 14644.1 4231.23 1721.59 1303.35 473.579 870.723 1017.77 99.7892 internal_count=911180 190924 720256 39078 151846 68533 651723 22670 26403 42130 81097 16408 10555 16378 8359 18209 5853 5626 5375 4461 2688 2538 135468 27898 21028 8301 2473 5195 10491 648 is_linear=0 shrinkage=0.01 Tree=244 num_leaves=31 num_cat=0 split_feature=10 1 10 10 10 1 10 10 1 10 1 1 10 1 1 1 1 5 5 0 1 1 5 5 10 1 5 1 10 1 split_gain=9797.32 1439.32 519.975 552.799 545.599 422.715 415.466 387.332 181.464 272.888 260.028 250.822 205.765 164.827 149.39 143.754 144.468 138.792 134.236 132.902 106.566 146.921 104.023 102.285 93.8865 88.928 141.141 89.5145 82.9894 98.886 threshold=3.1750000000000003 -361.49999999999994 4.0850000000000009 5.955000000000001 9.1600000000000019 -71.499999999999986 3.1750000000000003 3.1750000000000003 -144.49999999999997 4.995000000000001 -143.49999999999997 -169.49999999999997 4.9850000000000012 -64.499999999999986 -147.49999999999997 -60.499999999999993 -53.499999999999993 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 -64.499999999999986 -65.499999999999986 1.5000000000000002 1.5000000000000002 5.3350000000000009 -287.49999999999994 3.5000000000000004 -288.49999999999994 3.5950000000000002 -61.499999999999993 decision_type=10 10 10 10 10 10 8 8 10 10 10 8 10 8 10 10 10 10 8 2 10 10 10 10 10 8 10 10 10 10 left_child=1 7 13 8 5 25 -3 -1 9 12 24 17 -4 -2 -6 -7 18 -11 -17 20 21 -8 -12 -14 -10 26 27 -5 29 -15 right_child=2 6 3 4 14 15 19 -9 10 11 22 -13 23 28 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.006592878545150521 -0.0031266977153575123 -0.00035153508912070044 -0.0042013546895635105 0.0037971324606224052 0.0052181520860418509 0.007076430974432813 0.0044048022797680683 0.0103750667997185 -0.0090380567134933244 -0.0025963937028364156 -0.0031130950062837398 -0.0087313737987201236 0.0070741817961564937 0.0034838331015651825 -0.008836006389478809 -0.013678145595140186 0.0035572460611167978 -0.006743817236186265 0.010545150368560924 0.0073750262730325764 0.0065912027461018582 -0.0027669492925890761 -0.0053538303966054138 -0.0081189150954570511 0.013090246522192499 -0.0024232042746016474 -0.0077461096293942131 0.027328421445040871 -0.00094294142255112374 -0.0015637919608672741 leaf_weight=6380.4032637886703 1545.1324593909085 3174.0897028893232 4156.4729525819421 398.4246354456991 82.043611608445644 928.87632602266967 668.49585514143109 4703.882049806416 22.731785690411925 1492.0120392795652 6233.992026520893 3376.4687207043171 247.52052165195346 1458.9997522812337 967.93481744267046 105.01011923514307 408.15905004739761 1757.1220440808684 29.249310858547688 1225.9572318941355 577.82299531251192 498.78054664283991 3103.0942024942487 53.974426506087184 122.49830319173634 2870.1327014565468 115.4876428861171 16.849649250507355 1555.1937847640365 528.77783475257456 leaf_count=57424 29834 37208 86227 5819 772 9917 5350 53851 754 39956 153619 85417 2700 12129 42466 1774 5854 60227 316 9940 4546 4677 93609 1470 824 71271 3298 97 21530 8304 internal_value=0 0.00604588 -0.00332917 -0.00389159 -0.00119949 0.000209555 0.0021641 0.00819794 -0.00466681 -0.00553565 -0.00365126 -0.00682274 -0.00362273 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87.2684 138.675 87.1732 86.6967 threshold=2.9750000000000005 -361.49999999999994 3.8350000000000004 5.955000000000001 9.1600000000000019 -71.499999999999986 0.012270400481782552 -361.49999999999994 -37.499999999999993 2.9750000000000005 2.9750000000000005 4.995000000000001 -380.49999999999994 0.98936170212765973 -64.499999999999986 4.9850000000000012 0.25092592592592594 -147.49999999999997 -60.499999999999993 -53.499999999999993 5.5000000000000009 1.0000000180025095e-35 -64.499999999999986 -65.499999999999986 4.9050000000000011 0.012270400481782552 -287.49999999999994 3.5000000000000004 -288.49999999999994 1.0000000180025095e-35 decision_type=10 10 10 10 10 10 2 10 8 8 8 10 10 2 8 10 2 10 10 10 10 2 10 10 10 2 8 10 10 2 left_child=1 9 7 6 5 26 8 -2 29 -1 -3 14 -13 -14 -8 -16 -17 -6 -7 20 -20 22 23 -12 -10 -9 27 28 -5 -4 right_child=2 10 3 4 17 18 11 25 24 -11 21 12 13 -15 15 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0069840457770255961 0.0028244971272381276 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960.22883803583682 104.43589865975082 408.48201247863472 29.010047413408756 1221.8919042497873 576.90811267867684 498.20833770930767 913.83440675213933 2131.8184234090149 2866.2868329081684 114.74616002291441 16.931708056479692 1178.7021166421473 leaf_count=48803 25548 26501 11209 5819 772 9917 91525 5852 6277 53851 5350 66919 244700 3432 87144 1496 1879 42466 1774 5854 316 9940 4546 4677 16039 38874 71271 3298 97 15034 internal_value=0 0.00652862 -0.00304459 -0.00378159 -0.00119063 0.00020778 -0.00448705 0.000540371 -0.00161252 0.00856027 0.00277345 -0.00509061 -0.00597008 -0.00504689 -0.00391656 -0.00275474 0.00587101 -0.00771751 0.00465174 0.000591858 -0.00836783 0.00481302 0.00305167 0.00132813 -0.00514648 -0.00191906 -0.00171269 0.00201341 0.00469994 0.000617411 internal_weight=0 15372.9 33275.3 27601 5906.85 4864.59 21694.2 5674.3 3764.61 9975.77 5397.16 17929.6 10250.8 7709.94 7678.81 4534.34 264.015 1042.26 1467.89 541.928 133.446 2964.99 1743.09 1166.19 1456.45 2732.3 3396.7 530.41 415.664 2308.16 internal_count=911180 153668 757512 687238 141584 98346 545654 70274 48559 102654 51014 497095 315051 248132 182044 90519 3375 43238 17861 7944 2090 24513 14573 10027 22316 44726 80485 9214 5916 26243 is_linear=0 shrinkage=0.01 Tree=246 num_leaves=31 num_cat=0 split_feature=10 6 10 10 10 10 10 2 2 6 6 10 5 5 3 5 3 10 6 10 5 10 10 3 10 2 3 5 10 3 split_gain=9480.06 884.621 456.66 422.464 421.116 527.591 250.372 174.521 151.065 179.075 134.39 124.151 244.353 126.421 95.0596 102.203 89.4385 86.553 79.2156 77.7589 74.703 72.0705 298.668 108.9 72.0396 71.3091 71.1868 68.2757 68.2271 68.0267 threshold=2.9750000000000005 30.500000000000004 4.1150000000000011 2.9750000000000005 3.7650000000000001 5.5950000000000006 8.8850000000000016 0.028778467908902653 1.0000000180025095e-35 1.5000000000000002 30.500000000000004 6.2550000000000008 1.5000000000000002 1.5000000000000002 0.90943267259056748 2.5000000000000004 0.22271825396825398 4.9050000000000011 1.0000000180025095e-35 5.955000000000001 4.5000000000000009 4.995000000000001 4.9850000000000012 0.74478940512375169 2.6250000000000004 0.75110619469026563 0.94469928644240586 3.5000000000000004 4.8650000000000011 0.88029850746268667 decision_type=10 2 10 8 10 10 10 2 2 2 2 10 10 10 2 10 2 10 2 10 10 10 10 2 10 2 2 10 10 2 left_child=3 4 -3 24 -2 8 11 19 18 17 25 13 16 -7 29 -16 -13 28 -6 -4 26 22 -11 -24 -1 -5 -15 -8 -10 -14 right_child=1 2 7 10 5 6 27 -9 9 21 -12 12 14 20 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0055592845598630052 0.00090562761986727166 -0.00090021729936279804 -0.0059135418533139521 0.0089458267026912043 -0.0028694611572362668 0.0013133335326612394 -0.0062765668647682968 -0.0070638732800626805 -0.0022618709777245624 -0.0054305885801646274 0.0029001201521588285 0.0040242019250085912 0.0048289670329836774 -0.0055016198708108697 0.0090271506182907409 -0.0075292515489493884 -0.0036168182440771148 -0.0040287359483145088 0.00034948179775283196 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636 2039 5611 3422 internal_value=0 -0.00302315 -0.00564408 0.00648938 -0.00200581 -0.00261101 0.000127115 -0.00668173 -0.0035848 -0.00413629 0.00816501 0.00106117 0.00263533 -0.00073301 0.00502114 -0.00205916 -0.00173883 -0.00297339 -0.0017081 -0.000682108 -0.00374027 -0.00550133 -0.00423529 0.00613672 0.00484277 0.00850136 -0.00457701 -0.00503665 -0.00162703 0.00590728 internal_weight=0 33177 9277.02 15311.7 23900 19787 5190.94 7612 14596 11281 7588.94 4395.8 2341.47 2054.33 1515.09 168.531 826.381 6091.53 3315.02 455.81 831.855 5189.46 2409.07 248.939 7722.72 7133.22 771.692 795.14 2676.72 1346.56 internal_count=911180 757512 302222 153668 455290 409334 98986 273099 310348 267771 78364 72974 35401 37573 18893 3824 16508 121895 42577 8835 19585 145876 58223 3507 75304 73698 18842 26012 45582 15069 is_linear=0 shrinkage=0.01 Tree=247 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 1 10 11 11 11 10 10 10 10 5 1 5 10 5 3 3 10 10 1 1 5 11 10 split_gain=36665.7 2825.56 1536.82 722.347 357.19 334.356 193.088 156.549 152.831 139.931 137.396 101.284 92.3396 75.1489 50.4189 43.9056 45.6951 43.5651 42.6235 42.261 39.2138 40.5367 48.745 39.1865 35.5069 85.6246 180.803 44.1676 34.6062 33.8065 threshold=0.036334333941340412 0.94052824378013633 0.00042608799412840006 -1.0000000180025095e-35 1.3750000000000002 -3.4999999999999996 0.99894970655441295 -8.4999999999999982 2.5750000000000006 0.51461192965507518 0.0043998162727802515 3.4846319977077662e-05 8.2700000000000014 3.9650000000000003 5.7250000000000005 2.5450000000000004 1.5000000000000002 -7.4999999999999991 1.5000000000000002 3.9350000000000005 5.5000000000000009 0.88029850746268667 0.99938118811881205 5.4450000000000012 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 0.65440738201141369 5.535000000000001 decision_type=2 2 2 8 10 8 2 8 10 2 2 2 8 10 10 10 10 8 10 10 8 2 2 10 10 10 10 10 2 10 left_child=2 3 11 9 -5 10 7 24 -9 15 -4 -1 -7 28 -15 -2 -17 -13 -11 -10 21 -16 -23 -12 -3 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4910.49 17116.4 2773.43 1010.51 4499.6 3540.4 19805.2 1370.09 1631.95 739.223 2671.46 2306.22 3173.1 1828.15 558.83 59.0583 52.3395 13.4091 1661.65 1762.92 460.012 94.9707 365.042 892.732 276.73 internal_count=911180 190924 720256 39078 15108 71656 151846 16378 7478 23970 51654 648600 20002 12695 8145 15869 14262 77974 8101 2995 430 390 86 17969 8900 2420 448 1972 4550 1291 is_linear=0 shrinkage=0.01 Tree=248 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 1 10 11 11 11 10 10 10 11 10 1 10 10 10 10 10 1 1 10 10 10 3 10 split_gain=36175.4 2821.48 1538.05 706.826 351.336 331.133 196.383 153.789 151.787 138.019 135.368 102.215 91.4278 52.1545 69.0648 48.3245 45.6551 44.0155 42.8306 41.5378 37.3313 36.9007 35.0407 84.3505 176.989 33.1337 37.2992 30.7922 30.1564 29.3161 threshold=0.036334333941340412 0.94052824378013633 0.00042608799412840006 -1.0000000180025095e-35 2.4350000000000005 -3.4999999999999996 0.99894970655441295 -8.4999999999999982 2.5750000000000006 0.51461192965507518 0.0035319819580763002 2.9517374969145752e-05 8.2700000000000014 4.9050000000000011 5.7250000000000005 0.2688089013099671 2.4350000000000005 -371.49999999999994 2.5450000000000004 3.9350000000000005 2.5750000000000006 5.4450000000000012 6.1150000000000011 -59.499999999999993 -53.499999999999993 5.535000000000001 4.9450000000000012 5.455000000000001 0.22271825396825398 9.0500000000000025 decision_type=2 2 2 8 10 8 2 8 10 2 2 2 8 10 10 2 8 10 10 10 10 10 10 10 10 10 10 8 2 10 left_child=2 3 11 9 16 10 7 22 -9 18 27 -1 -7 15 -15 -6 -5 -13 -2 -10 -20 -12 -3 -24 -25 26 -21 -4 -23 -22 right_child=1 6 5 4 13 12 -8 8 19 -11 21 17 -14 14 -16 -17 -18 -19 20 25 29 28 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.010095677189076821 0.0008233925657328804 0.011176420008669495 -0.0047898116740971303 0.0018702824827676839 -0.0054348789308588706 -0.0083763543935371984 0.011464588405910803 0.009767021701619024 0.0046580753303952843 0.0075708043162519834 -0.00066818268771662249 -0.0098302828224945318 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leaf_count=564080 1607 6480 24126 1199 3840 19604 135468 4483 1704 8101 16518 22543 398 4314 430 3312 2013 61977 148 646 13737 475 1972 106 342 202 443 7114 3421 377 internal_value=0 0.00884539 -0.00851559 0.00325065 -0.00167692 -0.00350167 0.0109908 0.00855115 0.00543421 0.00545222 -0.00188761 -0.00976639 -0.00769147 -0.00422806 -0.00725772 -0.0030536 0.00516766 -0.00818492 0.00400561 0.0019532 0.00450856 1.32411e-05 0.0103369 0.00796058 -0.000439721 -0.000798694 -0.00229794 -0.00390227 0.00299065 0.00435127 internal_weight=0 23506.2 24524.7 6515.48 2012.07 4896.55 16990.7 2762.89 1006.37 4503.41 3534.82 19628.1 1361.74 1465.75 409.469 1056.28 546.318 3382.59 2676.11 558.039 2310.88 1818.78 1756.52 458.527 94.8174 276.615 232.91 1716.04 338.73 2276.03 internal_count=911180 190924 720256 39078 15108 71656 151846 16378 7478 23970 51654 648600 20002 11896 4744 7152 3212 84520 15869 2995 14262 20414 8900 2420 448 1291 1089 31240 3896 14114 is_linear=0 shrinkage=0.01 Tree=249 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 11 11 1 10 11 10 11 10 5 10 10 6 10 10 10 1 10 6 10 6 10 10 1 split_gain=35691.5 2818.66 1539.17 755.942 405.099 327.924 193.312 133.396 126.853 107.415 154.757 103.153 90.5242 59.7466 48.6394 53.7557 44.2165 43.9917 40.1193 37.9437 37.5154 36.9552 35.8514 35.7307 37.7556 34.6135 33.7744 32.138 31.5733 59.634 threshold=0.036334333941340412 0.97252115607261669 0.00042608799412840006 -1.0000000180025095e-35 2.4350000000000005 -3.4999999999999996 0.65440738201141369 0.0043998162727802515 0.99977076053619396 -8.4999999999999982 3.6650000000000005 2.9517374969145752e-05 8.2700000000000014 0.51461192965507518 2.5450000000000004 1.5000000000000002 5.705000000000001 2.4350000000000005 429.50000000000006 4.8950000000000005 5.4450000000000012 5.5050000000000008 -84.499999999999986 7.6900000000000004 97.500000000000014 3.2050000000000005 12.500000000000002 5.2250000000000005 6.1150000000000011 -57.499999999999993 decision_type=2 2 2 8 10 8 2 2 2 8 10 2 8 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0.00042608799412840006 1.0000000180025095e-35 5.6550000000000011 1.0000000180025095e-35 0.3781151175498963 1.0000000180025095e-35 0.99977076053619396 0.51461192965507518 0.0043998162727802515 2.9517374969145752e-05 8.0200000000000014 1.0000000180025095e-35 6.4450000000000012 1.0000000180025095e-35 3.6650000000000005 1.0000000180025095e-35 5.705000000000001 1.0000000180025095e-35 6.1150000000000011 1.0000000180025095e-35 2.9150000000000005 1.0000000180025095e-35 2.4350000000000005 1.0000000180025095e-35 4.8950000000000005 0.78322452306747448 3.2050000000000005 1.0000000180025095e-35 decision_type=2 2 2 2 8 2 2 2 2 2 2 2 8 2 8 2 10 2 8 2 10 2 10 2 10 2 10 2 10 2 left_child=2 3 11 4 7 12 -5 9 13 22 -7 -1 15 14 16 -4 -3 21 -13 24 -15 -18 -2 29 -11 26 -26 -8 -10 -24 right_child=1 8 5 6 -6 10 27 -9 28 19 -12 18 -14 20 -16 -17 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.010082325415446127 -0.0010906476978059393 0.0081482819699337065 -0.0077143996933026759 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71656 22565 16198 148484 14863 45072 648600 26584 19645 10615 25977 6075 1909 84520 5067 9030 1618 9796 8531 4940 4126 3893 10667 128839 8426 is_linear=0 shrinkage=0.01 Tree=251 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 11 11 11 11 1 1 11 6 5 2 1 1 5 5 5 2 11 5 1 2 11 1 6 2 split_gain=34741.5 2813.96 1541.25 724.934 322.045 189.071 132.183 130.043 112.363 104.938 103.972 44.325 43.8288 39.8003 32.4468 29.8362 64.6797 143.732 26.3383 25.6466 25.1339 24.3785 24.2197 23.9564 21.1316 21.0421 19.9914 19.3022 19.2138 49.2289 threshold=0.036334333941340412 0.97252115607261669 0.00042608799412840006 -1.0000000180025095e-35 -3.4999999999999996 0.65440738201141369 0.99977076053619396 0.0035319819580763002 0.51461192965507518 2.9517374969145752e-05 -8.4999999999999982 -371.49999999999994 0.18897357583045957 429.50000000000006 1.5000000000000002 0.89596861471861489 -57.499999999999993 -56.499999999999993 2.5000000000000004 3.5000000000000004 3.5000000000000004 0.94494949494949509 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63.8981 140.478 26.4113 24.2432 23.9562 21.3112 19.7933 18.8638 52.204 28.7289 18.5013 18.3646 18.2564 18.0768 18.01 threshold=0.036334333941340412 0.97252115607261669 0.00042608799412840006 -1.0000000180025095e-35 -3.4999999999999996 0.65440738201141369 0.99977076053619396 0.0035319819580763002 0.51461192965507518 2.9517374969145752e-05 -8.4999999999999982 -371.49999999999994 0.18897357583045957 786.50000000000011 0.89596861471861489 -57.499999999999993 -56.499999999999993 0.8577380952380953 0.0089773964136838514 0.94494949494949509 497.50000000000006 0.0013712961226701001 184.50000000000003 0.98004975124378124 0.52655075187969935 0.75110619469026563 0.00014260681928130004 3.5000000000000004 0.86391694725028068 0.0089773964136838514 decision_type=2 2 2 8 8 2 2 2 2 2 8 10 2 2 2 10 10 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 9 5 7 12 10 21 22 -1 13 -11 -2 14 -3 -16 -17 29 -6 25 28 -4 24 -24 27 -10 -13 -5 -7 -9 right_child=1 6 4 8 18 20 -8 17 19 11 -12 26 -14 -15 15 16 -18 -19 -20 -21 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1817.78 1330.09 992.835 1807.06 1694.33 1202.88 59.6424 1143.23 918.024 2221.85 685.121 1792.21 1530.82 internal_count=911180 190924 720256 42440 71656 25987 148484 51654 16453 648600 19645 84520 17837 10127 10097 1837 242 20414 20002 6323 8150 31240 10130 714 9416 5854 61977 5078 8081 17708 is_linear=0 shrinkage=0.01 Tree=253 num_leaves=31 num_cat=0 split_feature=10 46 6 10 10 10 10 10 10 2 2 6 0 46 10 5 5 0 46 28 5 10 10 46 46 10 10 2 5 46 split_gain=8599.21 884.569 814.4 425.267 377.312 484.998 291.157 223.08 222.7 171.125 135.548 171.305 129.421 116.068 108.93 218.234 113.951 106.243 91.4397 88.8345 81.559 80.6308 78.9908 152.591 78.5169 75.8973 75.0031 71.9793 69.828 68.8864 threshold=2.9750000000000005 1.0000000180025095e-35 30.500000000000004 4.1150000000000011 3.8350000000000004 5.5950000000000006 2.9750000000000005 2.9750000000000005 8.8850000000000016 0.028778467908902653 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 6.2550000000000008 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 7.3800000000000008 4.9050000000000011 1.0000000180025095e-35 1.0000000180025095e-35 5.955000000000001 5.2250000000000005 0.59397644927536242 4.5000000000000009 1.0000000180025095e-35 decision_type=10 2 2 10 10 10 8 8 10 2 2 2 2 2 10 10 10 2 2 2 8 8 10 2 2 10 10 2 10 2 left_child=1 6 4 29 13 10 19 -3 14 25 12 20 -6 -2 16 21 18 -9 -7 -1 22 27 -12 -24 -10 -5 -25 -16 -18 -4 right_child=2 7 3 9 5 8 -8 17 24 -11 11 -13 -14 -15 15 -17 28 -19 -20 -21 -22 -23 23 26 -26 -27 -28 -29 -30 -31 leaf_value=0.006660001619953059 0.0021968719514317099 0.00047641550019451786 0.0010096193654546097 -0.005801860266333103 0.00071043681013805956 -0.0034667684031730872 0.0099198195901149012 0.0030873221616451551 0.0047883973150716075 -0.0069371397802854978 -0.0011955951450803685 -0.0054348045017220768 -0.0033971232293557299 -0.0011525804438950961 -0.0015646053359835632 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758 264264 40387 144514 27707 26825 5351 18893 18842 9665 11996 1656 9271 9848 27608 28989 25254 5254 13963 1309 743 17924 internal_value=0 0.00632437 -0.00293516 -0.00551279 -0.00194307 -0.00255052 0.00806271 0.0028486 0.000122057 -0.00654532 -0.00351714 -0.00405824 -0.00170023 0.000758013 0.00101644 0.00252616 -0.000689668 0.00477529 0.00127784 0.00645624 -0.00288683 -0.00168814 -0.00258586 -0.00363891 -0.00487127 -0.000515919 -0.00177512 0.00102389 -0.00360677 -0.000859355 internal_weight=0 14640.2 31846.8 8850.84 22996 18773.9 9759.26 4880.9 4986.59 7243.59 13787.3 10623.5 3163.83 4222.08 4229.09 2243.69 1985.41 2693.35 1185.69 5232.75 5739.43 793.955 5395.48 3070.07 757.499 442 1807.1 460.465 799.716 1607.25 internal_count=911180 153668 757512 302222 455290 405812 106512 47156 98986 273099 306826 264732 42094 49478 72974 35401 37573 22963 17988 51111 120218 16508 110947 70560 26012 8835 42952 6660 19585 29123 is_linear=0 shrinkage=0.01 Tree=254 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 11 11 11 1 10 10 10 10 11 10 5 10 10 6 5 3 2 10 1 10 6 6 2 split_gain=33674.8 2797.75 1542.69 703.313 385.813 316.962 183.839 137.806 126.277 106.817 102.547 153.609 88.7881 57.1253 76.7748 51.6527 48.3854 51.6316 44.7204 42.8775 38.8102 38.4885 35.6 44.6537 35.4408 35.2244 34.7401 36.2789 32.4896 31.1351 threshold=0.036334333941340412 0.97252115607261669 0.00042608799412840006 -1.0000000180025095e-35 2.4350000000000005 -3.4999999999999996 0.65440738201141369 0.99977076053619396 0.0035319819580763002 2.9517374969145752e-05 -8.4999999999999982 3.6650000000000005 7.2950000000000008 4.9050000000000011 5.7250000000000005 0.2688089013099671 2.5450000000000004 1.5000000000000002 5.705000000000001 2.4350000000000005 429.50000000000006 5.5000000000000009 0.88029850746268667 0.012270400481782552 5.4450000000000012 -84.499999999999986 7.6900000000000004 97.500000000000014 12.500000000000002 0.77442071785552036 decision_type=2 2 2 8 10 8 2 2 2 2 8 10 8 10 10 2 10 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0.00086329 0.0053729 0.00507502 0.0111788 0.0029475 internal_weight=0 22820.4 23526 7128.97 2188.62 4821.92 4940.35 15691.4 3501.06 18704.1 2974.04 1145.95 1320.86 1576.75 432.482 1144.27 3136.47 2727.05 3256.25 611.867 1828.09 64.7368 57.476 15.0574 1814.84 409.419 2008.73 1910.7 98.0295 339.557 internal_count=911180 190924 720256 42440 16453 71656 25987 148484 51654 648600 19645 9518 20002 12588 4927 7661 17837 16010 84520 3865 10127 456 414 93 20414 1827 10990 10491 499 3896 is_linear=0 shrinkage=0.01 Tree=255 num_leaves=31 num_cat=0 split_feature=11 11 11 46 46 11 11 11 11 11 28 46 28 46 28 11 11 38 38 3 3 3 11 11 3 3 3 11 3 3 split_gain=33223.2 2795.02 1543.56 442.584 238.826 149.444 146.302 140.512 107.715 97.8574 70.2157 62.4348 51.8235 41.5222 39.3179 33.9619 32.4898 29.8911 29.6431 28.0344 26.1618 23.7326 23.4368 21.4034 19.4047 18.6643 17.813 17.0546 16.6318 16.5613 threshold=0.036334333941340412 0.97252115607261669 0.00042608799412840006 1.0000000180025095e-35 1.0000000180025095e-35 0.51461192965507518 0.3781151175498963 0.99977076053619396 2.9517374969145752e-05 0.0043998162727802515 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.78322452306747448 0.0089773964136838514 1.0000000180025095e-35 1.0000000180025095e-35 0.52655075187969935 0.82274865591397861 0.84240094618568906 0.0028879296733066002 0.0013712961226701001 0.15074051531750862 0.52013513513513521 0.48846085567193326 0.00017857718921725002 0.8577380952380953 0.57189849624060163 decision_type=2 2 2 2 2 2 2 2 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 8 5 12 10 21 11 -1 23 18 -3 16 -10 17 -8 -4 25 19 -2 -11 -5 -14 -6 -13 26 -7 -15 -17 -27 right_child=1 7 4 6 9 14 15 -9 13 20 -12 24 22 27 -16 28 -18 -19 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=-0.010054655322733252 -0.0015137832160638342 0.0074439406169139848 -0.0080417138510091059 0.0028949941629952368 -0.0045385152809010332 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19645 26584 84520 7569 10667 23284 7026 11242 11127 15632 11898 3300 29440 9030 6893 4319 54725 5335 2574 is_linear=0 shrinkage=0.01 Tree=256 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 11 11 1 10 10 10 11 10 10 11 10 11 6 10 10 1 10 2 10 1 1 10 10 split_gain=32774.1 3007.59 1337.65 708.722 397.87 294.922 197.595 143.795 139.649 100.051 154.069 82.8401 80.2393 68.4481 54.3639 50.897 42.2765 42.1084 41.5414 38.5561 35.4111 34.8443 34.8281 33.8534 32.6801 30.7044 59.8948 224.941 28.6508 41.6953 threshold=0.026551560498774003 0.97252115607261669 0.00025326936156485003 -1.0000000180025095e-35 1.3750000000000002 -3.4999999999999996 0.65440738201141369 0.99977076053619396 0.0023884368129074005 -8.4999999999999982 3.6650000000000005 3.9650000000000003 7.2950000000000008 2.1584159185294997e-05 5.7250000000000005 2.5450000000000004 0.18897357583045957 5.5050000000000008 0.65440738201141369 429.50000000000006 5.285000000000001 4.9050000000000011 -89.499999999999986 5.705000000000001 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34.1167 120.885 151.739 1824.67 113.231 457.879 internal_count=911180 194316 716864 45832 148484 81317 635547 29391 16441 19645 32819 2465 19471 30354 183 17983 2196 9956 8529 6485 19462 48498 9920 1099 163 647 1125 13065 773 2392 is_linear=0 shrinkage=0.01 Tree=258 num_leaves=31 num_cat=0 split_feature=11 11 11 46 46 11 11 11 11 28 11 46 28 28 18 18 11 38 3 38 46 6 6 11 6 3 4 3 11 11 split_gain=31900.2 2999.37 1341.4 441.801 230.324 160.09 154.439 149.43 110.268 73.9419 69.7305 63.6399 42.9163 37.5938 42.259 34.688 33.2287 32.6906 32.2062 31.952 30.5358 27.6268 27.2096 26.9383 25.9266 25.5221 40.0132 24.5207 24.1061 23.2474 threshold=0.026551560498774003 0.97252115607261669 0.00025326936156485003 1.0000000180025095e-35 1.0000000180025095e-35 0.3781151175498963 0.51461192965507518 0.99989646673202526 0.0013712961226701001 1.0000000180025095e-35 2.1584159185294997e-05 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.78322452306747448 1.0000000180025095e-35 0.8577380952380953 1.0000000180025095e-35 1.0000000180025095e-35 786.50000000000011 1.0000000180025095e-35 0.0019640936516224501 26.500000000000004 0.84240094618568906 20.500000000000004 1.0000000180025095e-35 0.0035319819580763002 0.0089773964136838514 decision_type=2 2 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 left_child=2 3 10 6 12 25 9 11 -6 15 -1 -3 28 14 17 19 -7 -8 29 -2 -12 -13 -17 -14 -25 26 27 -5 -4 -10 right_child=1 7 4 5 8 16 13 -9 18 -11 20 21 23 -15 -16 22 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.010059188057310584 -0.0032335901582924128 0.0075493042516355567 -0.0084723119250786055 -0.0068019948072826743 -0.0047769961915349306 0.0057568701154557976 0.0013034917827740604 0.011416416544949166 -0.002316611663962586 0.0041414583876560364 -0.0095924617960998666 0.010390247550313174 -0.0064389901146229998 0.0079688534690022707 0.0085537881432393038 0.0086720717703310819 0.0081400251182445968 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579.079 474.882 377.109 371.466 286.993 219.071 216.5 143.577 134.213 94.2909 107.972 92.8445 86.6566 83.4125 144.223 110.651 84.6517 72.8767 87.8747 174.47 163.067 75.2339 68.3248 65.9607 61.9137 61.6171 50.7486 45.6714 43.9915 threshold=-2.4999999999999996 0.028778467908902653 1.0000000180025095e-35 0.21498599439775909 1.0000000180025095e-35 3.5000000000000004 24.500000000000004 2.5000000000000004 0.98936170212765973 -9.4999999999999982 0.47083130772970344 0.49184758529020828 1.0000000180025095e-35 1.0000000180025095e-35 0.75110619469026563 0.74891304347826104 0.66751700680272119 17.500000000000004 -8.4999999999999982 -71.499999999999986 0.87439320388349528 -64.499999999999986 0.67574992574992587 5.5000000000000009 1.0000000180025095e-35 7.5000000000000009 0.33460559796437661 2.5000000000000004 -314.49999999999994 0.33477011494252878 decision_type=8 2 2 2 2 10 8 10 2 10 2 2 2 2 2 2 2 8 10 10 2 10 2 10 2 10 2 10 10 2 left_child=1 6 3 -3 5 8 24 18 14 12 -6 -12 -4 27 15 16 17 -2 19 -5 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16801 7065 897 14713 12456 2257 21920 is_linear=0 shrinkage=0.01 Tree=261 num_leaves=31 num_cat=0 split_feature=0 3 3 4 2 28 2 2 2 3 2 8 2 4 2 4 18 3 2 18 4 4 4 3 2 3 3 18 4 3 split_gain=1056.64 746.023 269.43 214.497 152.822 140.031 105.738 97.624 181.993 97.4983 97.4738 84.4497 72.5034 57.1342 56.8701 53.6626 51.8624 48.5613 243.162 57.696 58.9373 44.2154 39.7312 38.2657 37.3223 34.2252 39.6767 33.1267 32.1414 29.1594 threshold=1.0000000180025095e-35 0.25108695652173912 0.97385509227614497 26.500000000000004 0.49184758529020828 1.0000000180025095e-35 0.50144508670520238 0.75110619469026563 0.98936170212765973 0.68091632946090597 0.66751700680272119 1.0000000180025095e-35 0.66522988505747138 27.500000000000004 0.64326765188834167 20.500000000000004 1.0000000180025095e-35 0.50155279503105599 0.50144508670520238 1.0000000180025095e-35 27.500000000000004 20.500000000000004 17.500000000000004 0.35743321718931476 0.98936170212765973 0.46697819314641748 0.41696642685851326 1.0000000180025095e-35 29.500000000000004 0.67879188712522065 decision_type=2 2 2 8 2 2 2 2 2 2 2 2 2 8 2 8 2 2 2 2 8 8 10 2 2 2 2 2 8 2 left_child=1 7 5 11 -5 9 -6 13 -9 10 12 25 14 -1 17 -10 -11 18 22 20 29 -4 -3 -20 -8 26 -2 -26 -14 -19 right_child=3 2 21 4 6 -7 24 8 15 16 -12 -13 28 -15 -16 -17 -18 19 23 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=-0.00043969330759186138 -0.001563142662489494 0.005480751667185783 -0.0012553698779032133 0.0020026967928941882 0.0057674657389342673 -0.005474813186395794 0.001112251574176368 -0.00204097986772604 -0.00018220573724118974 -0.0025810738252911632 -0.0043860311390576832 0.010757525434079443 -0.00096391377086499364 0.0043051130683046243 -0.005886041781903377 0.0039624234743608922 -0.0079055089433960717 -0.000121818014975697 0.0039786180466987418 -0.0066264967810323473 -0.0021185209508555562 0.0023349441550727956 0.0015754979879390536 -0.0021941456682013877 0.0043588128251611747 0.0009622415916053788 -0.008832859938140784 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52.7483 49.7838 72.1846 44.9979 71.8853 52.6962 43.394 threshold=2.9750000000000005 3.8350000000000004 5.955000000000001 9.1600000000000019 2.9750000000000005 1.5000000000000002 4.5150000000000006 5.5000000000000009 3.5000000000000004 1.0000000180025095e-35 5.5950000000000006 2.5000000000000004 8.3400000000000016 1.0000000180025095e-35 8.4800000000000022 8.7300000000000022 2.6250000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.995000000000001 4.9850000000000012 4.7650000000000006 5.6050000000000013 8.8300000000000018 4.8950000000000005 4.8650000000000011 5.3350000000000009 5.3450000000000006 4.6050000000000013 2.5000000000000004 decision_type=10 10 10 10 8 10 10 10 10 2 10 10 10 2 10 10 10 2 2 10 10 10 10 10 10 10 10 10 10 10 left_child=4 11 5 7 16 6 -3 8 13 26 18 -2 -10 14 -4 -16 -1 -6 19 20 21 -8 -12 -17 25 -23 28 29 -7 -28 right_child=1 2 3 -5 17 9 10 -9 12 -11 22 -13 -14 -15 15 23 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0052366786607217965 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3455.48 3152.09 1040.27 516.447 2126.4 936.545 6073.76 1863.94 4209.82 102.148 internal_count=911180 757512 687238 141584 153668 545654 311431 98346 94139 234223 265100 70274 14126 80013 76329 21338 75304 78364 239493 236562 82622 77382 25607 13699 49999 20303 211138 67354 143784 2286 is_linear=0 shrinkage=0.01 Tree=263 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 11 11 1 10 10 10 11 10 10 10 11 11 10 10 10 1 6 10 10 2 2 10 1 split_gain=30835.3 2971.81 1342.42 679.127 384.743 291.138 186.879 154.988 133.053 96.7009 155.459 79.577 78.9658 70.9787 53.3075 52.5017 41.7428 38.9899 38.4876 35.207 34.6647 34.6087 33.9838 33.7462 32.5486 47.0105 32.1583 27.806 27.6872 47.7973 threshold=0.026551560498774003 0.97252115607261669 0.00025326936156485003 -1.0000000180025095e-35 1.3750000000000002 -3.4999999999999996 0.65440738201141369 0.99989646673202526 0.0023884368129074005 -8.4999999999999982 3.6650000000000005 7.2950000000000008 3.9650000000000003 2.1584159185294997e-05 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split_gain=30421.8 2966.49 1343.99 664.798 288.612 184.46 157.726 131.35 106.895 95.0834 71.6182 44.8126 33.8367 33.2308 32.2833 25.4432 24.3178 73.9026 138.293 22.8061 21.4587 20.91 18.7539 19.6979 19.2738 18.107 17.9767 17.9272 17.7897 25.5179 threshold=0.026551560498774003 0.97252115607261669 0.00025326936156485003 -1.0000000180025095e-35 -3.4999999999999996 0.65440738201141369 0.99989646673202526 0.0019640936516224501 0.3781151175498963 -8.4999999999999982 2.1584159185294997e-05 0.18897357583045957 -7.4999999999999991 786.50000000000011 0.8577380952380953 0.99766892194747936 0.98936170212765973 -57.499999999999993 -56.499999999999993 0.94494949494949509 0.0089773964136838514 497.50000000000006 1.0000000180025095e-35 16.500000000000004 1.0000000180025095e-35 0.0089773964136838514 2.5000000000000004 -124.49999999999999 0.52655075187969935 97.500000000000014 decision_type=2 2 2 8 8 2 2 2 2 8 2 2 8 2 2 2 2 10 10 2 2 2 2 8 2 2 2 10 2 2 left_child=2 3 10 5 7 11 9 -4 28 13 -1 -2 -12 16 20 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internal_weight=0 22238.7 21838.6 7452.13 4922.77 5184.8 14786.6 3603.44 2267.33 3290.01 16915.9 3398.55 2941.96 2004.63 2010.78 1285.38 1996.95 267.125 39.9506 1159.42 1700.04 1786.25 1073.93 748.68 718.926 1319.34 408.291 310.742 1107.91 463.171 internal_count=911180 194316 716864 45832 81317 28132 148484 59397 17700 23153 635547 19982 84420 11688 25482 11465 11656 2185 232 7606 22114 8150 7065 4987 4775 21920 2763 3368 10094 4893 is_linear=0 shrinkage=0.01 Tree=265 num_leaves=31 num_cat=0 split_feature=11 11 11 46 46 11 11 11 11 11 28 46 28 28 18 18 11 5 46 5 3 6 2 11 6 6 11 2 6 3 split_gain=30010.4 2962.02 1345.7 411.206 223.105 160.962 151.389 144.843 105.209 72.2907 70.8516 61.8205 42.5791 35.8567 40.4267 33.3353 32.6114 32.1915 30.976 30.7365 40.3723 26.4815 32.7654 26.2874 25.7921 25.4359 24.2954 22.2209 22.2061 22.2052 threshold=0.026551560498774003 0.97252115607261669 0.00025326936156485003 1.0000000180025095e-35 1.0000000180025095e-35 0.99989646673202526 0.3781151175498963 0.51461192965507518 0.0013712961226701001 2.1584159185294997e-05 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.78322452306747448 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 0.82274865591397861 1.0000000180025095e-35 0.51363749070171105 0.0019640936516224501 786.50000000000011 26.500000000000004 0.0035319819580763002 0.98936170212765973 1.0000000180025095e-35 0.8238526179702651 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 10 2 2 2 2 2 2 2 2 2 2 left_child=2 3 9 7 12 11 17 10 -6 -1 15 -3 26 14 -9 -2 -8 28 -11 20 -10 22 -17 -14 27 -25 -4 -13 -5 -22 right_child=1 5 4 6 8 -7 16 13 19 18 -12 24 23 -15 -16 21 -18 -19 -20 -21 29 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010032331050198174 -0.0029912410819723356 0.0073577400670077212 -0.0083826788043156082 0.0020823357975605296 -0.0046596931728376716 0.011342559617516757 0.0055403276973228881 0.001529904789395165 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30.387342447414994 653.31039569526911 258.03407316654921 1246.1379393748939 256.58970461413264 leaf_count=551127 11878 12683 16348 4361 25194 125331 5332 6616 14058 30160 1181 8306 2223 543 410 132 5335 1087 54260 9687 30 477 144 1040 28 565 9305 2136 8336 2867 internal_value=0 0.00817395 -0.00838244 0.00303931 -0.00377691 0.0107812 0.00492171 0.000107652 -0.00221953 -0.00973073 -0.00184158 0.00882734 -0.00669598 0.002658 0.00210059 -0.00257092 0.00669939 0.00304497 -0.0083009 -0.000872268 -7.97228e-05 0.00282701 0.00850429 -0.00236576 0.0101117 0.000948931 -0.00727189 0.010187 0.00335708 0.0035009 internal_weight=0 22126 21671.2 7451.33 4907.62 14674.6 4537.71 2913.63 3200.24 16763.6 1651.44 3275.36 1707.38 1262.19 1137.75 1469.27 2330.36 2207.35 2920.07 2061.85 1450.62 106.141 46.3119 200.422 1747.85 109.062 1506.96 1741.15 2069.15 258.731 internal_count=911180 194316 716864 45832 81317 148484 24451 21381 51836 635547 13812 23153 29481 7569 7026 12631 10667 13784 84420 26642 16955 753 276 3828 10470 1605 25653 10442 12697 2897 is_linear=0 shrinkage=0.01 Tree=266 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 11 11 1 10 10 10 11 10 10 10 10 11 11 10 10 10 1 6 10 10 10 1 1 split_gain=29603.5 2957.69 1347.31 638.988 377.5 283.641 179.891 164.321 128.169 93.2615 157.396 80.2403 78.1949 72.9598 52.6626 50.8519 40.8497 37.2878 36.4832 35.825 35.265 35.1691 34.6336 33.3038 32.3294 32.0283 46.0555 27.1633 47.6241 242.799 threshold=0.026551560498774003 0.97252115607261669 0.00025326936156485003 -1.0000000180025095e-35 1.3750000000000002 -3.4999999999999996 0.65440738201141369 0.99989646673202526 0.0023884368129074005 -8.4999999999999982 3.6650000000000005 7.2950000000000008 3.9650000000000003 2.1584159185294997e-05 5.7250000000000005 2.5450000000000004 5.2350000000000012 2.5750000000000006 0.65440738201141369 0.18897357583045957 5.705000000000001 5.285000000000001 4.9050000000000011 -89.499999999999986 786.50000000000011 5.535000000000001 4.9450000000000012 6.1150000000000011 -57.499999999999993 -53.499999999999993 decision_type=2 2 2 8 10 8 2 2 2 8 10 8 10 2 10 10 10 10 2 2 8 8 10 10 2 10 10 10 10 10 left_child=2 3 13 6 -5 8 15 9 21 24 -11 -7 18 -1 22 23 -10 -17 -6 -19 -15 -4 -14 -2 27 26 -12 -3 -29 -30 right_child=1 7 5 4 12 11 -8 -9 16 10 25 -13 14 20 -16 17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.010025999239765682 -0.005184306967562031 0.010988754346341922 -0.0053026717400783989 0.0069164708497480186 -0.0029283137995333081 -0.0084097712441021273 0.0075179577362421658 0.011325562012423752 -0.0013368697679725389 0.0088416552954060888 0.0022807069881811142 0.0015113012344074223 -0.0042949861263680798 -0.0087723813664409567 0.0027448380545834574 0.013196271766696412 0.0020770725800553103 0.002820577265934605 0.0010837773844489639 0.0050389600495223102 -0.0058097776653313364 -0.0023120441916140069 -0.0085983437905717552 0.0017748978947722716 -0.0103583558968118 0.0072573048235725791 -0.0063205861193682822 0.0099387402979034985 -0.025664821314287715 0.0094842940588664732 leaf_weight=13714.420371260494 84.70139753818512 1374.3025447428226 1125.7675889078528 437.67684054374695 666.68130623176694 1216.6337591968477 1781.6257158219814 11302.708868533373 1389.8104536402971 921.7995251044631 195.61605189740658 87.376939903944731 366.79752724245191 2416.4333277642727 67.3184969201684 44.13270765542984 468.68742686137557 1449.0680944286287 343.38641785830259 1462.8772320896387 481.91711010783911 604.29674629122019 381.56478536128998 365.5135263800621 7.6700696796178809 66.255180805921555 91.310301721096039 470.80346429347992 23.957202315330505 109.37445445358753 leaf_count=551127 381 7780 25720 2998 3595 21497 8150 125331 16536 9840 891 423 3909 72764 492 191 6457 10703 1760 7062 11656 10684 4946 1645 32 325 409 3181 103 592 internal_value=0 0.00813323 -0.008363 0.00300891 -0.00142455 -0.00375074 0.00494318 0.010755 -0.00229931 0.00877749 0.00666683 -0.007745 -0.00342409 -0.00972134 -0.00572704 0.00359646 -0.000475921 0.00407329 -0.00156435 0.00393503 -0.00827978 -0.00425807 -0.00648912 0.000465625 0.0101324 0.000990545 -0.000456534 0.0102119 0.00844459 0.00316866 internal_weight=0 22015.1 21505.3 7451.34 2263.43 4892.57 5187.92 14563.8 3588.56 3261.09 1274.98 1304.01 1825.75 16612.8 815.681 3406.29 1858.5 2956.08 1010.07 2911.95 2898.35 1730.06 748.362 450.215 1986.11 353.182 286.926 1978.44 604.135 133.332 internal_count=911180 194316 716864 45832 17700 81317 28132 148484 59397 23153 11465 21920 14702 635547 9347 19982 22993 17956 5355 17765 84420 36404 8855 2026 11688 1625 1300 11656 3876 695 is_linear=0 shrinkage=0.01 Tree=267 num_leaves=31 num_cat=0 split_feature=10 6 10 10 10 10 10 2 10 6 2 6 10 6 10 10 10 6 6 2 0 10 3 6 10 10 2 6 3 10 split_gain=7210.79 702.592 374.295 367.264 302.222 409.45 182.01 164.136 127.611 114.052 194.438 112.961 95.3826 81.8086 80.7893 73.6559 73.0094 72.0495 69.9856 67.0125 81.3026 64.1412 149.316 81.2022 62.83 60.8219 60.807 56.0135 119.202 134.067 threshold=2.9750000000000005 30.500000000000004 4.1150000000000011 2.9750000000000005 3.8350000000000004 5.5950000000000006 8.4800000000000022 0.028778467908902653 6.9850000000000012 1.5000000000000002 1.0000000180025095e-35 30.500000000000004 7.0550000000000006 20.500000000000004 8.1200000000000028 5.955000000000001 4.9050000000000011 1.0000000180025095e-35 18.500000000000004 0.75110619469026563 1.0000000180025095e-35 5.9350000000000014 0.68091632946090597 152.50000000000003 5.2550000000000008 2.6250000000000004 0.1676706827309237 17.500000000000004 0.73935688405797106 5.0050000000000008 decision_type=10 2 10 8 10 10 10 2 10 2 2 2 10 2 10 10 10 2 2 2 2 10 2 2 10 10 2 2 2 10 left_child=3 4 -3 25 -2 9 8 15 18 16 -11 19 -10 17 -14 -4 -6 26 -7 -5 -21 -9 23 -23 -18 -1 -8 -12 -29 -30 right_child=1 2 7 11 5 6 13 21 12 10 27 -13 14 -15 -16 -17 24 -19 -20 20 -22 22 -24 -25 -26 -27 -28 28 29 -31 leaf_value=0.0051229339941610283 0.00065737533714169333 -0.00078354896860170829 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242.68283570744097 642.82359799742699 393.57579957693815 472.53935948759317 745.18529744446278 305.67051063850522 1662.1318675819784 2482.634389044717 60.262549050152302 652.5418444853276 248.68180686607957 118.7041424009949 leaf_count=48198 49478 29123 3581 62123 53963 40440 639 200453 4469 9669 112666 4666 8817 2775 4653 5254 63779 28096 7601 6395 5180 14163 37787 11861 34901 27106 1496 22688 4163 4997 internal_value=0 -0.00277445 -0.00527288 0.0060322 -0.00182783 -0.00239229 0.000149668 -0.00629427 0.00114689 -0.00330975 -0.0044491 0.00771718 0.00400581 -0.00377024 0.00219514 -0.000249594 -0.00253379 -0.00500878 -5.56362e-05 0.00805525 0.00573471 -0.00670261 -0.00491915 -0.00185556 -0.003343 0.00442155 0.00227837 -0.00520886 -0.00314637 0.00140981 internal_weight=0 29707.1 8162.82 13532.7 21544.3 17556.7 4656.17 6649.88 3711.88 12900.5 5226.51 6613.75 1099.02 944.294 797.688 420.792 7674.01 802.246 2612.86 6198.94 1036.4 6229.09 1523.4 778.21 4545.45 6918.98 116.052 4524.47 1019.93 367.386 internal_count=911180 757512 302222 153668 455290 405812 98986 273099 65980 306826 154183 78364 17939 33006 13470 8835 152643 30231 48041 73698 11575 264264 63811 26024 98680 75304 2135 144514 31848 9160 is_linear=0 shrinkage=0.01 Tree=268 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 11 11 1 10 10 10 11 10 5 10 10 5 11 10 10 3 2 5 3 10 1 2 10 split_gain=29103.9 2939.96 1346.87 629.812 366.675 281.393 177.495 166.212 126.59 92.3345 154.36 78.3653 75.678 73.5467 52.135 52.1115 51.7819 41.1123 39.793 35.7637 35.0165 34.4856 34.151 42.8172 33.2401 33.2432 33.0044 32.6388 31.5402 31.262 threshold=0.026551560498774003 0.97252115607261669 0.00025326936156485003 -1.0000000180025095e-35 1.3750000000000002 -3.4999999999999996 0.65440738201141369 0.99989646673202526 0.0019640936516224501 -8.4999999999999982 3.6650000000000005 7.2950000000000008 3.9650000000000003 2.1584159185294997e-05 2.5450000000000004 1.5000000000000002 5.7250000000000005 5.2350000000000012 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194 325 internal_value=0 0.00809138 -0.00833978 0.00298584 -0.00142859 -0.00372288 0.00490401 0.0107278 -0.00227777 0.00873362 0.00662389 -0.0077194 -0.00339922 -0.00971036 0.00356726 0.00404985 -0.00567602 -0.000611623 0.00271728 -0.00157186 -0.00825695 -0.00643779 -1.69085e-05 0.0127934 0.00186376 0.00395434 -0.00440102 0.000396109 -0.00519763 0.00100765 internal_weight=0 21841.8 21284.9 7437.89 2252.97 4872.27 5184.93 14403.9 3578.36 3239.59 1264.66 1293.9 1818.95 16412.7 3406.7 2956.74 809.88 2005.01 67.3881 1009.07 2872.34 742.492 59.8155 15.4391 502.717 302.662 1573.36 449.96 84.6801 352.841 internal_count=911180 194316 716864 45832 17700 81317 28132 148484 59397 23153 11465 21920 14702 635547 19982 17956 9347 25482 492 5355 84420 8855 448 96 7135 3968 33915 2026 381 1625 is_linear=0 shrinkage=0.01 Tree=269 num_leaves=31 num_cat=0 split_feature=11 11 11 46 10 46 11 11 11 11 11 10 46 10 10 10 10 10 10 5 11 11 5 5 10 10 5 10 10 10 split_gain=28712.2 2934.03 1348.23 387.106 278.724 216.846 169.028 145.967 107.924 101.606 74.1916 67.4019 59.6794 77.3107 52.1371 40.2868 35.0886 34.9339 33.9953 36.3221 31.9037 31.6917 31.3701 26.3142 25.6289 25.8879 23.7518 22.0871 31.8963 21.8313 threshold=0.026551560498774003 0.97252115607261669 0.00025326936156485003 1.0000000180025095e-35 5.6250000000000009 1.0000000180025095e-35 0.99989646673202526 0.3781151175498963 0.51461192965507518 0.0013712961226701001 2.1584159185294997e-05 8.0200000000000014 1.0000000180025095e-35 6.4450000000000012 3.6650000000000005 5.4750000000000005 5.705000000000001 6.1150000000000011 2.5450000000000004 3.5000000000000004 0.78322452306747448 0.0035319819580763002 2.5000000000000004 1.5000000000000002 2.5750000000000006 8.7300000000000022 2.5000000000000004 5.8550000000000013 5.3550000000000013 3.1750000000000003 decision_type=2 2 2 2 8 2 2 2 2 2 2 8 2 8 10 10 8 10 10 10 2 2 10 10 10 10 10 10 10 10 left_child=2 3 10 4 8 11 12 18 26 -7 -1 21 13 14 -3 23 -12 -14 -5 24 -9 -4 -10 -11 -20 -26 -2 28 -16 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907.13394466787577 1234.9763094261289 2373.2561664059758 115.901407238096 1190.9540595635772 490.91674399375916 341.01835163682699 353.59304054267704 477.70335526950657 529.9732456356287 25.931241646409035 130.67836936190724 1134.628151640296 663.00433324463665 55.14689339324832 466.52800722233951 1663.3816689997911 63.039421088993549 101.43593211099505 16.199591144919395 106.96831186115742 3053.9684719704092 leaf_count=551127 10692 5014 18689 1464 3879 25194 101651 5332 5086 14356 72764 632 6912 5544 1578 4663 11656 3558 110 1052 5335 10160 384 7623 10813 345 1340 71 476 23680 internal_value=0 0.00805273 -0.00832034 0.00295739 0.000101397 -0.00369713 0.0107029 0.00478058 -0.00143355 -0.00216224 -0.00970098 -0.00660572 0.00868795 0.00723223 0.00565295 -0.000839981 -0.00823599 0.0099595 0.00294353 0.00346333 0.00653166 -0.0071517 0.00113109 -0.00147825 0.0038426 0.00369439 -0.00324201 0.00318687 0.00360168 0.0112898 internal_weight=0 21727.9 21122.3 7434.32 2896.7 4857.27 14293.6 4537.62 2326.93 3179.45 16265 1677.83 3224.14 1503.21 1012.29 2055.1 2850.96 1720.93 2214.45 1883.03 2323.17 1561.92 962.281 1701.5 1752.35 1726.42 1364.65 464.186 447.987 11069.4 internal_count=911180 194316 716864 45832 21381 81317 148484 24451 17502 51836 635547 29481 23153 12683 7139 26642 84420 10470 13784 12320 10667 28849 5470 21979 11268 11158 12032 2125 2054 125331 is_linear=0 shrinkage=0.01 Tree=270 num_leaves=31 num_cat=0 split_feature=11 11 11 46 46 11 11 11 11 11 46 11 5 46 5 3 11 4 38 5 11 38 3 0 2 4 5 4 2 2 split_gain=28324.3 2928.4 1349.43 378.95 214.766 171.869 143.852 136.885 100.251 74.8377 58.8347 36.6167 31.6748 31.4026 30.4073 29.5365 27.5473 25.9126 24.5714 22.0507 21.8708 21.3529 20.4558 19.99 23.0249 20.7009 19.9036 19.8405 19.1287 18.5597 threshold=0.026551560498774003 0.97252115607261669 0.00025326936156485003 1.0000000180025095e-35 1.0000000180025095e-35 0.99989646673202526 0.3781151175498963 0.51461192965507518 0.0013712961226701001 2.1584159185294997e-05 1.0000000180025095e-35 0.0043998162727802515 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 0.8577380952380953 0.78322452306747448 18.500000000000004 1.0000000180025095e-35 3.5000000000000004 0.0089773964136838514 1.0000000180025095e-35 0.52655075187969935 1.0000000180025095e-35 0.13712060166532367 26.500000000000004 1.5000000000000002 19.500000000000004 0.24494897959183673 0.25092592592592594 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 10 2 10 2 2 8 2 10 2 2 2 2 2 10 10 8 2 2 left_child=2 3 9 7 11 10 14 18 -6 -1 -3 -4 16 -11 23 20 -8 -9 22 -12 -10 -19 -2 24 -5 -25 -17 -22 -14 -16 right_child=1 5 4 6 8 -7 12 17 15 13 19 -13 28 -15 29 26 -18 21 -20 -21 27 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010006016868377206 -0.00099116913355365519 0.0071932727141001606 -0.0077697716088983692 0.0057749776932448675 -0.0045514377275920224 0.011272859962736461 0.0057740379313269766 0.0082808180588383219 -0.0021878575436764447 -0.0094793557982932927 0.010250928591082569 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159.37677657604218 79.245155479758978 leaf_count=551127 7167 12683 20216 2237 25194 125331 4723 433 16638 30160 9415 9265 498 54260 396 2507 4665 7014 128 1055 666 122 6517 365 7442 2653 1088 5743 781 691 internal_value=0 0.00801347 -0.0083009 0.00292868 -0.00367163 0.0106777 0.00473154 0.000100493 -0.00214458 -0.00969158 0.00864193 -0.00657609 0.00647155 -0.00821498 0.00291006 -0.000832141 0.00689153 0.00258748 -0.00180184 0.00990754 -0.00134687 0.00222452 -0.00194246 0.00321188 0.00384309 0.00168886 0.00196189 0.000152684 0.00322256 -0.00163327 internal_weight=0 21616.8 20960.9 7432.11 4842.23 14184.6 4538.81 2893.31 3173.65 16118.7 3208.98 1668.58 2321.31 2829.78 2217.5 2053.75 2055.59 1253.96 1639.35 1712.69 1734.26 1178.81 1618 2079.36 1470.09 609.275 319.494 623.141 265.719 138.133 internal_count=911180 194316 716864 45832 81317 148484 24451 21381 51836 635547 23153 29481 10667 84420 13784 26642 9388 7569 13812 10470 23047 7136 13684 12697 9679 3018 3595 6409 1279 1087 is_linear=0 shrinkage=0.01 Tree=271 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 11 11 11 11 1 11 1 5 0 5 5 4 5 2 2 5 2 11 1 2 2 2 11 11 split_gain=27939.9 2923.98 1350.74 616.514 275.602 213.047 128.666 122.33 115.673 75.5123 66.9755 41.8403 34.3236 33.0906 28.2527 26.8425 26.4927 25.721 24.0879 22.1952 21.9015 20.6697 20.1635 18.4644 18.363 18.0838 16.73 23.8762 14.9128 14.8224 threshold=0.026551560498774003 0.98755538463592529 0.00025326936156485003 -1.0000000180025095e-35 -3.4999999999999996 0.65440738201141369 0.51461192965507518 0.0023884368129074005 0.99989646673202526 2.1584159185294997e-05 -8.4999999999999982 0.18897357583045957 -7.4999999999999991 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 17.500000000000004 3.5000000000000004 0.69282051282051293 0.94494949494949509 2.5000000000000004 0.24494897959183673 0.0089773964136838514 -306.49999999999994 0.75110619469026563 0.11558704453441292 0.12062851552946931 0.00099748477805400022 0.99894970655441295 decision_type=2 2 2 8 8 2 2 2 2 2 8 2 8 10 2 10 10 8 10 2 2 10 2 2 10 2 2 2 2 2 left_child=2 3 9 5 7 11 -5 28 10 -1 15 18 -11 19 17 -3 -7 -8 -2 -9 25 -13 -18 -6 -23 -19 -16 -28 -4 -12 right_child=1 8 4 6 23 16 14 13 -10 12 29 21 -14 -15 26 -17 22 20 -20 -21 -22 24 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0099996914820879631 0.0026726411958923058 0.010627988555764037 -0.0049244195173956257 -0.0032338251699894731 -0.0083386201784340624 0.0079085144625485587 0.0088050856516033102 0.00096444150667379549 0.011256509029903602 -0.0074194734911276015 0.005864803505168055 0.0049454324935415388 -0.0097720901232806259 -0.0025789578509695468 0.0012927026488345568 0.006066714577403114 0.0078571469334981943 -0.00022157718100466081 -0.0022344416846317348 -0.0025381606576284901 0.0070896142185747661 0.0093034915980804694 0.0021035673614432653 -0.0055619320708472347 -0.00023547726238957233 -0.0092452174653598999 0.029480185462478398 0.0050450542436838676 -0.0030194822433990856 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threshold=0.026551560498774003 0.98755538463592529 0.00025326936156485003 0.65440738201141369 0.0023884368129074005 0.99989646673202526 5.4450000000000012 2.1584159185294997e-05 5.495000000000001 0.18897357583045957 5.5050000000000008 4.8650000000000011 2.5000000000000004 5.705000000000001 1.5000000000000002 2.5000000000000004 9.5000000000000018 6.0750000000000011 3.5000000000000004 9.7700000000000014 4.5000000000000009 6.4750000000000005 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 497.50000000000006 3.3550000000000004 101.50000000000001 0.8784809708595277 8.615000000000002 decision_type=2 2 2 2 2 2 8 2 8 2 8 8 10 8 2 10 2 8 10 8 10 10 2 2 2 2 10 2 2 8 left_child=2 3 7 6 8 29 9 -1 -4 18 24 12 -5 -9 -12 26 17 22 -2 -19 21 -18 23 -8 -6 28 -11 -28 -13 -3 right_child=1 5 4 11 10 -7 16 13 -10 15 14 25 -14 -15 -16 -17 20 19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0099933683097947427 -0.00021542464138121604 0.0084408652715671269 -0.0062644733911169951 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48964 81317 145352 32581 635547 48498 25638 32819 16383 6738 84420 6179 10034 6943 4200 15604 2756 2743 2638 1444 1062 26640 9645 9104 6560 9568 20021 is_linear=0 shrinkage=0.01 Tree=273 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 11 11 10 11 1 10 11 10 5 10 10 10 10 10 10 1 5 3 2 10 10 1 4 split_gain=27186.2 2917.05 1353.09 602.988 393.3 273.293 207.123 120.326 119.494 78.3987 76.8418 66.2938 136.263 63.3662 49.8877 49.2642 44.2476 39.3161 37.9369 44.8717 35.7931 32.7518 31.9482 31.7398 32.0337 31.055 29.1422 30.2592 84.5631 63.0924 threshold=0.026551560498774003 0.98755538463592529 0.00025326936156485003 -1.0000000180025095e-35 2.4350000000000005 -3.4999999999999996 0.65440738201141369 0.99989646673202526 0.0019640936516224501 7.2950000000000008 2.1584159185294997e-05 -8.4999999999999982 3.9350000000000005 0.3781151175498963 2.5450000000000004 1.5000000000000002 1.3750000000000002 5.2350000000000012 4.9050000000000011 5.5050000000000008 5.705000000000001 5.285000000000001 -89.499999999999986 1.5000000000000002 0.22271825396825398 0.45485893416927897 2.5750000000000006 5.1450000000000005 -250.49999999999997 26.500000000000004 decision_type=2 2 2 8 10 8 2 2 2 8 2 8 10 2 10 10 10 10 10 10 8 8 10 10 2 2 10 10 10 8 left_child=2 3 10 6 16 8 14 11 21 -7 -1 -3 -13 -6 22 26 -5 -10 -15 -20 -12 -4 25 24 -19 -2 -16 29 -29 -28 right_child=1 7 5 4 13 9 -8 -9 17 -11 20 12 -14 18 15 -17 -18 23 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.0099870467852046976 0.0010243789581784533 0.010132870626244119 -0.0053307726675894543 0.0070076782077722411 -0.0055760540718620367 -0.0082736416050132409 0.0073860426276109257 0.011224245201269861 -0.00136942992412919 0.0015526849824419088 -0.0086631193052377469 0.0089697197087583187 0.00066419831805094199 -0.00051880115698321868 0.012943179439233928 0.0017298682061230239 0.0014056992290811482 -0.0027367410413464718 -0.0076320021435356787 0.0023305976722657802 -0.0056257721507761184 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77.8856 77.4924 65.2944 135.316 62.5544 48.7465 48.1383 43.7522 40.1717 38.5312 37.3808 44.2823 35.8542 32.4601 31.3156 30.9915 31.2299 30.4453 28.6504 29.773 27.5129 threshold=0.026551560498774003 0.98755538463592529 0.00025326936156485003 -1.0000000180025095e-35 2.4350000000000005 -3.4999999999999996 0.65440738201141369 0.99989646673202526 0.0019640936516224501 2.1250000000000004 2.1584159185294997e-05 -8.4999999999999982 3.9350000000000005 0.3781151175498963 2.5450000000000004 1.5000000000000002 1.3750000000000002 8.3400000000000016 5.2350000000000012 4.9050000000000011 5.5050000000000008 5.705000000000001 5.285000000000001 -89.499999999999986 1.5000000000000002 0.22271825396825398 0.45485893416927897 2.5750000000000006 7.6900000000000004 6.5450000000000008 decision_type=2 2 2 8 10 8 2 2 2 10 2 8 10 2 10 10 10 10 10 10 10 8 8 10 10 2 2 10 10 10 left_child=2 3 10 6 16 8 14 11 22 -7 -1 -3 -13 29 23 27 -5 -11 -10 -15 -21 -12 -4 26 25 -20 -2 -16 -29 -6 right_child=1 7 5 4 13 9 -8 -9 18 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2282.7934714928269 786.98209116980433 263.10690876841545 663.22554240748286 41.497612476348877 789.45814301818609 199.02073854207993 2.6088985055685034 58.593516785651445 180.37977925688028 60.293297357857227 464.40166977234185 539.39882218278944 364.72205213457346 198.74984546937048 246.04020465165377 43.686033263802528 2036.0556255020201 110.01543167233467 10.067489366978405 leaf_count=551127 187 9907 23990 3588 8744 656 9932 125331 18347 21234 72764 8924 1190 3630 179 5732 1118 30 514 1524 377 11656 9925 1645 3167 3454 194 11483 562 69 internal_value=0 0.00785633 -0.00822202 0.00307161 -0.00105407 -0.0035699 0.00487205 0.0107296 -0.00215307 -0.00756509 -0.00965366 0.0087986 0.00686599 -0.00355917 0.00336436 0.00382773 0.00533564 -0.0084378 -0.000549751 -0.00173866 -0.0051145 -0.00812973 -0.00423421 0.000294007 0.00184254 0.00384672 -0.00518891 0.00459164 0.0044325 -0.00554008 internal_weight=0 21183.2 20331.7 7947.84 2414.66 4784.48 5533.18 13235.4 3531.94 1252.54 15547.2 2629.67 1050.09 1734.61 3426.31 2977.03 680.055 1115.87 1994.99 903.899 240.673 2747.2 1536.95 449.285 503.384 304.634 84.5626 2187.57 2146.07 830.708 internal_count=911180 194316 716864 48964 19050 81317 29914 145352 59397 21920 635547 20021 10114 14344 19982 17956 4706 21264 25482 5531 1901 84420 33915 2026 7135 3968 381 12224 12045 8813 is_linear=0 shrinkage=0.01 Tree=275 num_leaves=31 num_cat=0 split_feature=1 2 3 5 5 3 3 1 3 1 1 2 5 5 3 3 3 3 1 1 5 2 1 5 1 1 5 1 1 5 split_gain=1931.49 477.851 289.177 270.647 247.482 159.63 203.929 134.581 119.771 114.868 136.217 112.6 74.1025 90.8996 70.8858 58.0529 124.569 75.9313 71.6662 101.415 56.8994 71.5846 53.8524 52.8341 50.0751 123.757 69.5833 87.5005 65.5313 49.496 threshold=-2.4999999999999996 0.028778467908902653 0.21498599439775909 2.5000000000000004 2.5000000000000004 0.51234756097560985 0.48846085567193326 -8.4999999999999982 0.25108695652173912 -144.49999999999997 -142.49999999999997 0.36678657074340532 8.5000000000000018 3.5000000000000004 0.33248299319727892 0.87439320388349528 0.90943267259056748 0.76230831315577086 -75.499999999999986 -64.499999999999986 1.5000000000000002 0.019324122479462254 -169.49999999999997 1.5000000000000002 -64.499999999999986 -60.499999999999993 1.5000000000000002 -55.499999999999993 -75.499999999999986 2.5000000000000004 decision_type=8 2 2 10 10 2 2 10 2 10 10 2 10 10 2 2 2 2 10 10 8 2 10 10 10 10 10 10 10 10 left_child=1 -1 24 7 5 6 8 9 23 22 -11 12 13 -6 -10 17 18 -12 -17 -20 -7 -22 -4 -2 28 -26 27 -27 29 -3 right_child=4 2 3 -5 11 20 -8 -9 14 10 15 -13 -14 -15 -16 16 -18 -19 19 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=0.00093620470764310974 0.0041996055252284201 0.0019528624561000153 -0.0032517440397133485 -0.0057289217282019047 0.0035142783982145386 0.0021559461543430394 0.0060935566828658003 -0.0089155810267043528 -0.0036364547990040846 0.0089163680481756796 -0.001691673669282627 -0.005155976828070178 0.0090332126172186829 -0.0041282824848525232 0.0016781735274303323 -0.0038734221814410445 -0.0030468301724834047 -0.0045180603710128697 0.010081719831425636 -0.00088059300180779896 0.0060581996041420127 -0.0014877026145121419 -0.0070079940086490268 0.00039562949172814306 0.0078872182631800278 -0.0093052810987136522 0.0070318221374565991 0.00072246863599168877 -0.0035379231001918484 -0.0053521306179027377 leaf_weight=5147.5721739754081 3888.6196516565979 834.46136755123734 3668.3844605237246 2874.8430738225579 308.59177672863007 4762.6458114907146 2748.5702356472611 307.53343335632235 286.27179357968271 120.38191711343825 8005.8432418201119 526.11859899386764 97.56310653872788 313.96123682521284 2034.8777108248323 86.649954423308372 462.94343720935285 1078.5679880399257 240.13570345565677 130.11853379569948 146.30208133719862 893.54657538980246 426.00015235319734 402.95852273143828 303.45003534294665 112.70227076672018 116.36325443908572 381.81172207556665 439.48196033760905 104.35272336378694 leaf_count=76218 55418 12517 118130 116252 5238 74149 39699 17245 6002 1688 208261 13967 1341 7985 32517 2842 15622 34786 4370 3302 1693 19022 16500 6018 3378 1738 1811 5812 4882 2777 internal_value=0 -0.00177662 -0.0024857 -0.00292553 0.00264439 0.00299645 0.00380423 -0.00237073 0.00285267 -0.00222918 -0.00165761 -0.00163933 0.00092994 -0.00033996 0.00102271 -0.00178485 0.000609076 -0.00202724 0.00431331 0.00622923 0.00169324 -0.000426028 -0.00364256 0.00384243 0.000852721 0.00266725 7.42643e-05 -0.00156291 -0.000350995 0.00114088 internal_weight=0 24841.6 19694 17401.4 16410 15163.8 9361.3 14526.6 6612.73 14219 10124.6 1246.23 720.116 622.553 2321.15 10004.3 919.848 9084.41 456.904 370.254 5802.49 1039.85 4094.38 4291.58 2292.62 914.327 610.877 494.514 1378.3 938.814 internal_count=911180 648131 571913 538998 263049 234518 139654 422746 99955 405501 270871 28531 14564 13223 38519 269183 26136 243047 10514 7672 94864 20715 134630 61436 32915 12739 9361 7550 20176 15294 is_linear=0 shrinkage=0.01 Tree=276 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 10 10 10 2 10 1 1 1 10 10 2 6 6 10 1 1 1 6 1 1 2 10 6 10 3 split_gain=6420.37 982.222 634.333 342.356 262.549 360.889 260.204 186.494 158.732 158.647 164.86 138.255 133.816 377.378 181.353 159.822 137.798 128.387 126.484 124.417 121.268 116.105 110.21 92.0854 154.475 100.343 86.5586 79.2716 71.1972 65.3063 threshold=2.9750000000000005 -361.49999999999994 30.500000000000004 4.1150000000000011 3.8350000000000004 5.5950000000000006 2.9750000000000005 2.9750000000000005 0.028778467908902653 8.4800000000000022 -118.49999999999999 -191.49999999999997 -335.49999999999994 4.995000000000001 4.9850000000000012 1.0000000180025095e-35 1.5000000000000002 17.500000000000004 8.1200000000000028 -239.49999999999997 -361.49999999999994 -12.499999999999998 20.500000000000004 -64.499999999999986 -65.499999999999986 0.14226190476190473 6.9850000000000012 1.5000000000000002 5.955000000000001 0.48846085567193326 decision_type=10 10 2 10 10 10 8 8 2 10 10 10 10 10 10 2 2 2 10 8 10 8 2 10 10 2 10 2 10 2 left_child=1 6 4 21 20 12 -1 -3 28 10 18 -11 13 14 27 -14 -17 -16 19 -7 -2 -4 -13 24 -9 -26 -12 29 -5 -6 right_child=2 7 3 8 5 9 -8 23 -10 11 26 22 15 -15 17 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0063309229189867193 0.0023261880518796827 0.00011122552508915161 -0.0033939953947476642 -0.0055220626940706121 -0.0040048054929890586 0.0016262718837369719 0.0099344574921200936 0.0046637355173193406 -0.0065463002396817863 0.0062721018627001496 0.0017592876792763804 -0.006929831057218637 8.8383666573970632e-06 -0.0080577582170705316 -0.008733561117022651 -0.0017910090807704674 -0.0048282976189852689 0.01155446733815417 0.0061117278655850064 -0.0040568985437111063 -0.0012329567894575112 0.002273980942560165 0.0030094402097011275 0.0063930308964900359 0.013165716660439569 -0.0035715718525846179 0.0065653313667353805 -0.0055751343739834048 0.0031250062952496121 0.0001219473560658587 leaf_weight=4398.7413099240512 1977.6516042537987 2200.7278525903821 771.5463165845722 151.64762564003468 654.42969626002014 617.43265852332115 3680.3868706524372 1051.8031559213996 5874.842397463508 121.93386594951153 1131.2342695649713 636.1545315971598 2033.5155863463879 1821.5823211707175 39.381500717252493 3140.0583541784436 2848.9915156792849 149.99035147950053 222.70504883863032 1024.2063683290035 1855.4988124556839 679.86592127010226 135.28523115441203 1029.803056910634 39.015170317143202 437.28837493062019 560.38210033811629 727.74336349219084 255.89588136039674 926.2016371935606 leaf_count=48803 19581 26501 21110 3581 10454 12989 53851 9734 264264 1376 17509 28866 27924 49392 961 81559 104768 1152 2643 25348 29897 8013 2764 9877 319 4583 7491 17200 5254 13416 internal_value=0 0.00584964 -0.00267397 -0.00511635 -0.00175812 -0.0022972 0.00797249 0.0022455 -0.00612764 0.000144484 0.00109095 -0.00362282 -0.00317744 -0.00459653 -0.00207229 -0.0024134 -0.00323585 0.0073354 -0.000960056 -0.00191942 0.000603326 -0.00073902 -0.00518681 0.00408175 0.00252416 -0.00220058 0.00335139 -0.00284407 -9.25826e-05 -0.00158665 internal_weight=0 12837.8 28358.2 7733.8 20624.4 16791.2 8079.13 4758.64 6282.39 4449.33 3555.96 893.374 12341.9 4319.33 2497.75 8022.57 5989.05 189.372 1864.34 1641.64 3833.15 1451.41 771.44 2557.91 1528.11 476.304 1691.62 2308.37 407.544 1580.63 internal_count=911180 153668 757512 302222 455290 405812 102654 51014 273099 98986 65980 33006 306826 92575 43183 214251 186327 2113 40980 38337 49478 29123 31630 24513 14636 4902 25000 41070 8835 23870 is_linear=0 shrinkage=0.01 Tree=277 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 11 11 11 10 10 1 10 10 10 11 10 10 10 10 11 1 2 11 6 10 10 10 10 split_gain=26296 2885.96 1355.51 592.243 374.307 272.147 201.213 123.564 116.489 78.1888 77.0076 75.5936 65.5902 132.356 53.1325 49.3062 42.2963 42.166 35.8336 34.183 33.6934 32.9499 30.6951 29.88 29.7738 28.9327 27.3456 31.3425 26.6001 26.5859 threshold=0.026551560498774003 0.98755538463592529 0.00025326936156485003 -1.0000000180025095e-35 1.3750000000000002 -3.4999999999999996 0.65440738201141369 0.99989646673202526 0.0016333823441527001 2.1584159185294997e-05 3.9650000000000003 7.2950000000000008 -8.4999999999999982 3.9350000000000005 5.7950000000000008 2.5450000000000004 0.65440738201141369 5.2350000000000012 5.705000000000001 2.5750000000000006 4.9450000000000012 0.18897357583045957 -89.499999999999986 0.45485893416927897 0.2688089013099671 786.50000000000011 5.535000000000001 4.9450000000000012 5.3550000000000013 6.1150000000000011 decision_type=2 2 2 8 10 8 2 2 2 2 10 8 8 10 10 10 2 10 8 10 10 2 10 2 2 2 10 10 10 8 left_child=2 3 9 6 -5 8 15 12 -4 -1 16 -7 25 -14 20 22 -6 -10 -11 -17 24 -21 23 -2 -12 -3 27 -15 -29 -8 right_child=1 7 5 4 10 11 29 -9 17 18 14 -13 13 26 -16 19 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0099728867048571052 0.00098785401187357702 0.010127696398158904 -0.0043710044450087863 0.0068562375800695716 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372.42149465531111 1469.7010802999139 364.40258564054966 43.648670300841331 241.21075244247913 5.7965514957904807 59.648737609386444 46.28225639462471 26.582850590348244 467.58215396106243 leaf_count=551127 187 9883 31422 3588 3595 21497 7362 125331 20184 72764 2573 423 8924 580 408 191 2267 7791 11656 10703 4780 7062 1645 194 1839 24 297 200 113 2570 internal_value=0 0.00781215 -0.00819431 0.00305346 -0.00109204 -0.00353197 0.00485536 0.0107026 -0.00210906 -0.00964135 -0.0030525 -0.00755102 0.00875574 0.00680563 -0.00530319 0.00336002 -0.0012768 -0.000643738 -0.00810325 0.00382618 -0.00598864 0.00369481 0.00027071 -0.0051599 -0.00403968 0.0100451 0.000675281 -0.00107125 -0.00632482 0.00729021 internal_weight=0 20981.8 20091.8 7928.53 2402.13 4758.86 5526.4 13053.3 3514.55 15333 1926.86 1244.3 2608.64 1038.27 849.777 3423.74 1077.08 2132.86 2718.97 2974.84 790.383 2930.82 448.894 84.4909 417.962 1570.37 262.982 203.333 72.8651 2102.66 internal_count=911180 194316 716864 48964 19050 81317 29914 145352 59397 635547 15462 21920 20021 10114 9600 19982 5862 27975 84420 17956 9192 17765 2026 381 4412 9907 1190 893 313 9932 is_linear=0 shrinkage=0.01 Tree=278 num_leaves=31 num_cat=0 split_feature=6 5 5 6 3 3 3 3 5 6 3 5 0 6 3 3 5 3 3 0 6 3 3 0 3 5 5 3 6 5 split_gain=1974.42 301.522 265.404 190.758 177.877 298.412 130.466 126.87 120.462 104.61 102.8 103.629 83.2951 80.0772 70.9621 77.9768 67.8693 56.4169 47.1249 46.351 43.4123 54.3254 56.1969 41.0507 39.2997 37.935 37.6026 37.4415 37.1666 36.5563 threshold=3.5000000000000004 1.5000000000000002 2.5000000000000004 51.500000000000007 0.50155279503105599 0.48846085567193326 0.33477011494252878 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 0.90045045045045058 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.96784532671629464 1.0000000180025095e-35 2.5000000000000004 0.92890109890109895 0.76506899055918665 1.0000000180025095e-35 4.5000000000000009 0.72792207792207797 0.75103305785123975 1.0000000180025095e-35 0.44491129785247435 3.5000000000000004 2.5000000000000004 0.75937646507266776 25.500000000000004 1.5000000000000002 decision_type=2 10 10 2 2 2 2 2 10 2 2 8 2 2 2 2 10 2 2 2 2 2 2 2 2 10 10 2 2 8 left_child=2 14 4 7 5 6 9 -3 25 23 13 -12 20 18 15 -2 -5 19 27 -17 21 -9 -23 -1 -10 -4 28 29 -22 -6 right_child=1 3 8 16 10 -7 -8 12 24 -11 11 -13 -14 -15 -16 17 -18 -19 -20 -21 26 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0035700415105163826 0.0009991136327175262 0.004371133285320023 -0.0012729262138536435 -0.0048920449600764618 0.00179904123463773 0.005248615857859156 -0.00057430810370420857 -0.0048773087212804298 0.00507893144727162 -0.00075268201013197443 0.0013134634128161389 0.0061208555572932035 0.001967655223946747 -0.0021453357042929451 0.001423284321621196 -0.0021030181631480948 -0.0080186236185590658 -0.0053263052352656723 -0.0014094880469284713 0.00070772704547482411 -0.0042656659321597757 0.0070612084260962792 -0.0073004048168207013 0.0021399238661433699 -0.0028336372469168168 -0.0044419270991924433 -0.0054861324513555878 0.0074870051005343843 -0.00066204147479389532 -0.0006906290763863572 leaf_weight=3783.602268833667 894.4513670373708 232.73415481671691 701.47358115017414 1545.9738373188302 2299.4246402159333 3739.6692437846214 1699.7162718120962 131.27796489931643 291.31771270744503 917.26975345611572 1514.8187298681587 636.93140486441553 274.39112371951342 1186.4404851980507 719.64484041556716 8367.6684798588976 1260.2415415877476 509.54875405970961 766.59840312413871 630.93889466300607 833.12461975216866 121.59771283715963 35.114196613430977 4274.8906944878399 80.010043051093817 818.50616447068751 1220.5175589006394 96.463226929306984 435.97204115614295 793.20919075980783 leaf_count=49346 11289 2918 15359 60243 37390 53702 35575 3875 3605 18538 21117 8929 5172 26090 13224 238949 65638 22312 16706 13140 27104 1342 889 60154 1371 19812 45607 1017 13367 17400 internal_value=0 -0.00259304 0.00186077 -0.00438151 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143.297 71.0268 87.5996 68.7968 66.8239 56.9934 56.5178 126.97 69.145 54.384 83.3476 53.6707 68.1192 48.1056 120.459 68.1539 86.2784 threshold=-2.4999999999999996 0.028778467908902653 0.21498599439775909 2.5000000000000004 2.5000000000000004 24.500000000000004 0.51234756097560985 0.48846085567193326 -8.4999999999999982 1.0000000180025095e-35 0.25108695652173912 0.36678657074340532 -144.49999999999997 -142.49999999999997 8.5000000000000018 3.5000000000000004 0.33248299319727892 1.0000000180025095e-35 29.500000000000004 0.87439320388349528 0.081725417439703116 0.76230831315577086 -75.499999999999986 -64.499999999999986 1.5000000000000002 0.019324122479462254 -64.499999999999986 -60.499999999999993 1.5000000000000002 -55.499999999999993 decision_type=8 2 2 10 10 8 2 2 10 2 2 2 10 10 10 10 2 2 8 2 2 2 10 10 8 2 10 10 10 10 left_child=1 5 26 8 6 17 7 10 9 -4 18 14 -11 -14 15 -6 -12 -1 -2 21 -21 -15 -22 -24 -8 -26 -3 -28 29 -29 right_child=4 2 3 -5 11 -7 24 -9 -10 12 16 -13 13 19 -16 -17 -18 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517.37410012446344 109.43800701759756 7326.0142116937786 95.464121364057064 309.17091673798859 2011.4581309240311 178.83054995164275 2970.1965966336429 405.04333408549428 82.185230527073145 972.16988491266966 238.59357182681561 134.55143643915653 144.49551933258772 883.01898922771215 299.59993109665811 111.73623392917216 115.36413214169443 379.09962836280465 leaf_count=20682 19443 20176 68343 116252 5238 51558 74149 39699 17245 92292 6002 13967 1338 187699 1341 7985 32517 3978 41993 14256 2592 31003 4455 3523 1693 19022 3378 1738 1811 5812 internal_value=0 -0.0017344 -0.00242924 -0.00285963 0.00258969 0.000907309 0.00293318 0.00372312 -0.00231326 -0.00217319 0.00278601 -0.00160003 -0.00178607 -0.00130348 0.000938034 -0.00031014 0.000996222 -0.00281723 0.0037567 -0.0014394 0.00100024 -0.00169235 0.00462347 0.00624539 0.00166281 -0.000407859 0.000823108 0.00261079 4.71037e-05 -0.00157846 internal_weight=0 24581 19462 17187.6 16187.4 5118.98 14960.8 9224.75 14366.3 14066.3 6524.3 1226.55 12023.3 9268 709.171 613.707 2294.2 1039.5 4230.1 9158.56 860.374 8298.18 455.33 373.145 5736.06 1027.51 2274.47 905.8 606.2 490.836 internal_count=911180 648131 571913 538998 263049 76218 234518 139654 422746 405501 99955 28531 337158 244866 14564 13223 38519 24660 61436 243528 24826 218702 10570 7978 94864 20715 32915 12739 9361 7550 is_linear=0 shrinkage=0.01 Tree=280 num_leaves=31 num_cat=0 split_feature=6 1 1 6 1 5 3 3 4 5 5 3 1 1 1 5 6 3 3 3 3 3 1 3 3 5 3 3 5 5 split_gain=1920.31 866.247 462.224 172.265 228.302 149.43 147.623 154.066 139.383 130.726 123.981 99.7014 79.9611 74.4922 92.4732 76.6267 68.0653 64.9694 111.367 60.4042 55.465 55.7411 53.309 71.811 60.0838 51.8868 50.5121 47.4578 116.031 46.8101 threshold=3.5000000000000004 -1.0000000180025095e-35 -77.499999999999986 31.500000000000004 -74.499999999999986 2.5000000000000004 0.51530771633864425 0.48846085567193326 20.500000000000004 1.5000000000000002 2.5000000000000004 0.20112359550561798 -43.499999999999993 -59.499999999999993 -66.499999999999986 3.5000000000000004 1.0000000180025095e-35 0.98843892007484635 0.50155279503105599 0.25108695652173912 0.99938118811881205 0.20112359550561798 -76.499999999999986 0.73935688405797106 0.8238526179702651 2.5000000000000004 0.66349106014087067 0.90501253132832093 1.5000000000000002 1.5000000000000002 decision_type=2 8 8 2 10 10 2 2 8 10 10 2 10 10 10 10 2 2 2 2 2 2 10 2 2 10 2 2 10 8 left_child=1 8 9 13 5 -5 7 19 12 11 17 -2 27 14 15 22 29 18 -10 -3 21 -15 23 -4 -25 -6 -20 -1 -29 -8 right_child=2 6 3 4 25 -7 16 -9 10 -11 -12 -13 -14 20 -16 -17 -18 -19 26 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.0020916318279519835 0.0021762241359231135 0.0043341897963190407 -7.1905061377077151e-05 6.4369791037562107e-05 -0.0039606980492241017 -0.0078803083002716295 0.0036657635798315359 0.0067219856216131357 0.0014057317122677668 -0.006441530957353234 -0.0027104294661860922 -0.0040180861199020177 -0.0070961003920475812 0.001903093422150001 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89714 10857 24940 35655 85887 120396 24383 99667 8841 2877 12030 6761 11124 10180 21827 20723 1061 33226 18075 5143 3709 25982 34913 3159 2780 9779 internal_value=0 0.00183583 -0.00256251 -0.00139229 -0.00255653 -0.000617302 0.00391726 0.00466329 6.93201e-05 -0.00486509 0.000554602 -0.0034305 -0.00218449 -9.13628e-05 0.000576849 -0.000152171 0.00208772 0.000916729 0.000636675 0.00368921 -0.00216673 -0.00272623 0.000269631 0.000903158 0.00386442 -0.00451795 -0.00107229 -0.00146343 0.00237378 0.00288126 internal_weight=0 23559.4 17154.1 11373.8 6002.19 3018.18 10815.7 7682.84 12743.7 5780.38 10485.9 3026.34 2257.79 5371.57 4063.3 3294.04 3132.85 9439.05 8473.52 5215.23 1308.27 1218.31 3060 2487.03 616.06 2984.01 2629.77 1968.77 276.968 2428.87 internal_count=911180 386111 525069 300456 184280 68584 156526 110683 229585 224613 177190 104217 52395 116176 79012 66982 45843 152807 142627 75028 37164 36103 60221 42146 8852 115696 56740 43554 5939 34719 is_linear=0 shrinkage=0.01 Tree=281 num_leaves=31 num_cat=0 split_feature=11 11 11 46 10 46 11 28 11 11 11 11 10 46 10 28 10 10 10 10 18 28 10 10 2 10 10 4 2 2 split_gain=25788.7 2868.27 1355.58 362.554 272.621 210.955 160.189 128.233 124.962 111.393 93.4972 78.8061 63.8493 44.7637 69.6609 43.6244 42.6041 39.7261 37.8584 34.2882 37.7912 33.3981 33.2982 32.003 30.9829 30.8675 29.8603 50.4623 32.271 29.9819 threshold=0.026551560498774003 0.98755538463592529 0.00025326936156485003 1.0000000180025095e-35 5.6150000000000011 1.0000000180025095e-35 0.65440738201141369 1.0000000180025095e-35 0.99989646673202526 0.51461192965507518 0.0013712961226701001 2.9517374969145752e-05 8.0200000000000014 1.0000000180025095e-35 2.9750000000000005 1.0000000180025095e-35 2.5450000000000004 6.4450000000000012 5.2350000000000012 2.3850000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.9150000000000005 5.705000000000001 0.66751700680272119 2.6250000000000004 9.0500000000000025 26.500000000000004 0.94494949494949509 0.062895569620253167 decision_type=2 2 2 2 8 2 2 2 2 2 2 2 8 2 10 2 10 10 10 10 2 2 10 8 2 10 10 10 2 2 left_child=2 3 11 4 7 12 16 9 13 22 -7 -1 15 14 -3 -4 24 21 -12 -11 -21 -16 -2 -13 -5 -18 27 28 -27 -28 right_child=1 8 5 6 -6 10 -8 -9 -10 19 18 23 -14 -15 17 -17 25 -19 -20 20 -22 -23 -24 -25 -26 26 29 -29 -30 -31 leaf_value=-0.009937129315286267 -0.001179861713678764 0.009678667715768181 -0.0075985792603414908 0.0015304641923817527 0.0062588210099386492 -0.0043461082177821365 0.0070787934821784238 0.0054482970568916732 0.011170180432680568 0.0052347868519908138 -0.0014922862128506935 -0.0084678485842633253 0.00073749425245119764 0.0099540640560794123 0.0029523101698602878 -0.0023105977558645048 0.010979148417998952 0.011060561920376256 0.001675532588921051 -0.00077704235180885931 0.0073242170718485575 0.011252779383412485 -0.0049804797762400951 -0.0053490403260213785 -0.0059596220159563278 0.000683890749150967 0.011988446018878962 0.004011368871652707 -0.012072053541268286 -0.0020414213632959665 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96.419131323695183 2340.5579965226352 401.47923564910889 155.46126368455589 289.56638333201408 191.89839176647365 2055.8379406258464 644.63974009267986 534.68357381038368 1565.0248687071726 leaf_count=48198 46698 17195 54991 43238 39024 83593 29240 15097 4171 7409 4207 13924 135104 202 129244 2182 2160 18470 33426 1479 3684 27106 4435 7639 6567 7132 37018 13840 8479 66028 internal_value=0 -0.00261812 -0.00334128 -0.000908598 0.00574722 -0.00403659 -0.001627 -0.00457448 -0.00491789 4.62613e-05 0.000308394 -0.000100268 -0.00510442 -0.00605936 -0.00443085 -0.00333751 0.00359808 -0.00524054 0.00743941 0.00662108 0.000592418 0.00415945 0.0031129 0.000812322 -0.00173414 0.000561343 0.000338072 -0.00230584 -0.00109461 -0.00604479 internal_weight=0 27838.9 21896 4867.2 12561.1 17028.8 3107.64 13921.2 12091 5942.88 4078.41 3755.38 11764.5 391.068 6854.61 2916.46 207.182 3938.15 6080.58 3613.27 3364.31 6480.5 556.191 3267.89 636.926 481.465 5604.06 1830.22 1185.58 4909.86 internal_count=911180 757512 666387 141584 153668 524803 46435 478368 440952 91125 98346 94139 436781 14126 235649 87935 4342 147714 78364 44938 80013 75304 5914 76329 21338 13699 83716 37416 23576 201132 is_linear=0 shrinkage=0.01 Tree=283 num_leaves=31 num_cat=0 split_feature=11 11 11 46 10 46 11 11 28 11 11 11 10 46 10 10 28 38 10 10 18 5 10 10 38 10 28 18 10 10 split_gain=25355.7 2852.98 1354.43 356.362 264.826 208.641 158.194 126.703 126.274 109.563 92.2099 79.4098 62.0582 44.3387 68.9544 43.6951 43.4979 40.5746 39.0251 38.9413 42.2883 38.7183 37.7582 35.835 35.7812 37.4115 32.9986 31.8241 47.7103 32.5341 threshold=0.026551560498774003 0.98755538463592529 0.00025326936156485003 1.0000000180025095e-35 5.6150000000000011 1.0000000180025095e-35 0.65440738201141369 0.99989646673202526 1.0000000180025095e-35 0.51461192965507518 0.0013712961226701001 2.1584159185294997e-05 8.0200000000000014 1.0000000180025095e-35 2.9750000000000005 2.5450000000000004 1.0000000180025095e-35 1.0000000180025095e-35 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115.306 112.949 80.0655 65.0124 41.926 39.358 30.5327 28.7976 28.4315 24.7885 23.9079 22.9968 21.9436 21.1932 20.1286 45.6012 22.6296 19.8017 26.5518 18.7667 18.5872 18.0836 17.6178 threshold=0.026551560498774003 0.98755538463592529 0.00025326936156485003 -1.0000000180025095e-35 -3.4999999999999996 0.65440738201141369 0.99989646673202526 0.51461192965507518 0.0023884368129074005 9.6955882327165472e-06 -8.4999999999999982 -348.49999999999994 0.18897357583045957 1.5000000000000002 0.8577380952380953 786.50000000000011 2.5000000000000004 3.5000000000000004 37.500000000000007 0.94494949494949509 3.5000000000000004 184.50000000000003 0.98004975124378124 0.52655075187969935 0.24494897959183673 28.500000000000004 0.0089773964136838514 107.50000000000001 2.5000000000000004 0.75110619469026563 decision_type=2 2 2 8 8 2 2 2 2 2 8 10 2 10 2 2 10 10 2 2 10 2 2 2 2 2 2 2 2 2 left_child=2 3 9 5 8 12 10 21 -4 -1 15 -11 20 14 -10 17 27 -3 -19 29 -2 23 -23 -5 -18 -26 -6 28 -7 -9 right_child=1 6 4 7 26 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1306.735913570039 1013.9979205131531 2306.0247446075082 1681.0627682507038 508.79061811976135 217.91467301920056 5.7918647229671469 101.78970475494862 124.50693614780903 9.8212949782609922 83.061897777020931 105.27368681132793 58.279468664899468 3.6841225139796725 474.20521891117096 116.41005507111549 31.369094409048557 309.95157503150403 146.88072198629379 618.51542884856462 26.052745126187801 leaf_count=514855 11002 8859 36404 5664 17644 5382 125331 6924 13003 35649 10114 85043 8032 7844 2146 24 489 983 41 582 948 780 29 4904 551 166 4276 630 2714 167 internal_value=0 0.00768647 -0.00812335 0.00297391 -0.00344807 0.00474999 0.0106294 -0.00114242 -0.00202615 -0.00960862 0.00862543 -0.00831418 0.00328575 -0.000316338 0.000484596 0.00991729 0.00714942 0.0100005 0.00597016 0.00117479 0.00223325 -0.0032336 0.00232295 -0.00352322 0.00419198 0.00185421 -0.00749274 0.00755046 0.00784641 0.000781835 internal_weight=0 20535.9 19515.5 7894.52 4705.08 5514.97 12641.4 2379.55 3481.24 14810.5 2558.12 3612.76 3424.93 1831.21 1322.42 1544.12 2090.03 1538.33 134.328 1128.77 1743.87 1250.78 61.9636 1188.82 249.569 147.779 1223.84 1840.47 1693.58 1045.71 internal_count=911180 194316 716864 48964 81317 29914 145352 19050 59397 635547 20021 120692 19982 22993 15149 9907 9932 9883 1024 7673 11950 11377 809 10568 1206 717 21920 8726 8096 7091 is_linear=0 shrinkage=0.01 Tree=285 num_leaves=31 num_cat=0 split_feature=1 5 0 5 0 4 5 5 1 1 0 5 5 5 4 5 5 1 1 1 1 4 1 1 5 1 4 1 1 8 split_gain=1658.86 312.62 277.724 209.709 153.571 175.736 108.907 127.894 84.4963 96.8729 65.7674 63.7636 60.9121 58.7134 54.2849 52.5953 46.9531 40.6541 53.4714 35.0191 106.575 66.1486 42.4599 33.2562 32.4747 32.1961 31.5559 31.5084 44.6871 30.8791 threshold=-2.4999999999999996 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 24.500000000000004 5.5000000000000009 13.500000000000002 -92.499999999999986 -8.4999999999999982 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 7.5000000000000009 17.500000000000004 8.5000000000000018 2.5000000000000004 -65.499999999999986 -49.499999999999993 -60.499999999999993 -61.499999999999993 21.500000000000004 -55.499999999999993 -72.499999999999986 1.5000000000000002 -339.49999999999994 28.500000000000004 -42.499999999999993 -65.499999999999986 1.0000000180025095e-35 decision_type=8 10 2 10 2 8 10 10 10 10 2 10 10 10 8 10 8 10 10 10 10 8 10 10 8 10 8 10 10 2 left_child=1 4 3 14 8 27 10 17 -1 19 25 -5 26 -13 -2 -14 -16 -8 -19 20 -10 22 -21 24 -7 -3 29 28 -6 -4 right_child=2 6 12 11 5 23 7 -9 9 -11 -12 13 15 -15 16 -17 -18 18 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0027276133252215158 0.0046660379271772096 -0.0019396526936752282 0.0025769914567356257 -0.0067309668810618733 -0.0042541845412728471 -0.00059874179577950053 -0.003733774001776379 -0.00959527981875531 -0.0008690759554960064 -0.0082374902526293307 -0.0016169370144997986 0.01181121498316391 0.00060309925329313533 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num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 10 11 10 11 10 3 10 5 10 5 5 6 10 6 10 10 6 5 6 10 11 3 5 6 split_gain=24627.6 2838.23 1356.08 286.606 130.953 120.979 86.0278 80.7615 62.0823 55.9824 53.0564 40.4959 40.1374 36.7222 36.265 29.4641 26.4248 25.6521 34.4322 25.5376 28.4217 23.4014 28.9088 23.2056 29.1169 22.2326 21.9043 21.8844 20.7687 30.2332 threshold=0.026551560498774003 0.98755538463592529 0.00025326936156485003 0.65440738201141369 0.99989646673202526 0.0023884368129074005 5.4450000000000012 2.1584159185294997e-05 5.495000000000001 0.18897357583045957 5.5050000000000008 0.26365441906653431 4.8650000000000011 2.5000000000000004 5.705000000000001 2.5000000000000004 3.5000000000000004 6.5000000000000009 6.0750000000000011 25.500000000000004 6.2550000000000008 3.3550000000000004 101.50000000000001 2.5000000000000004 34.500000000000007 8.615000000000002 0.8784809708595277 0.94701754385964931 3.5000000000000004 37.500000000000007 decision_type=2 2 2 2 2 2 8 2 8 2 10 2 8 10 8 10 10 2 8 2 10 10 2 10 2 8 2 2 10 2 left_child=2 3 7 6 25 8 9 -1 -4 16 23 -8 13 -5 -9 21 -2 18 -13 -12 -21 -11 -23 24 -7 28 -14 -19 -3 -30 right_child=1 4 5 12 -6 10 11 14 -10 15 19 17 26 -15 -16 -17 -18 27 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0099451964238596799 -0.00024246987729816127 0.008386676609795328 -0.0060658530505534195 0.0043911789452300339 0.011121549419160489 -0.0015655056662655165 0.000792791825974979 -0.0085442487778886553 -0.0022048524106079489 0.00068220916339815408 -0.00022428068443241099 0.0075314177246884398 0.0049827424509289045 -0.003837801654443097 -0.0054263811172302013 -0.002809391078894941 -0.0058579319949571976 0.0055017757617163796 0.0014143279590666592 -8.4593240645730957e-05 0.0097703992186485462 0.003673075290763367 -0.0019920702206269471 -0.0059036474233322934 -0.0046804470794880211 0.010434184366810713 0.0072771862043992811 0.011005552678820934 0.0058203582195968506 -0.010800029406755696 leaf_weight=12029.449778514914 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368.29705525375903 367.61962775141001 1464.1696288138628 1471.3451984226704 363.551548615098 30.541815310716629 240.8602560274303 5.7872305363416663 216.30543585959822 leaf_count=514855 240 9883 25806 3588 3212 682 9932 125331 18337 34667 2573 22101 8924 1190 408 191 583 73847 7134 33 10699 4780 2067 10703 7062 1645 141 1839 24 8703 internal_value=0 0.00760646 -0.00808054 0.00291888 -0.00118016 -0.00347792 0.00468696 0.0105828 -0.00204688 -0.00961568 -0.00307237 -0.00752786 0.00853632 0.00655158 -0.00527043 0.00324616 -0.00134258 -0.00833833 -0.000414211 -0.00837973 -0.00408327 -0.00594497 -0.00198143 0.00371233 0.00358504 0.00014508 -0.00521364 -0.0039916 0.0098371 -0.00754799 internal_weight=0 20312.4 19203.1 7888.39 2377.2 4802.96 5511.18 12424 3548.95 14400.1 1914.1 1254.01 2531.89 1002.41 842.952 3427.29 1071.15 3428.95 1969.72 1114.01 1579.22 782.902 966.884 2979.41 2935.51 447.88 84.3282 414.605 1529.48 2182.52 internal_count=911180 194316 716864 48964 19050 84792 29914 145352 61976 632072 15462 22816 20021 10114 9600 19982 5862 117217 25471 22134 36505 9192 5279 17956 17765 2026 381 4412 9907 82550 is_linear=0 shrinkage=0.01 Tree=288 num_leaves=31 num_cat=0 split_feature=10 46 10 10 10 10 10 10 46 46 10 46 38 3 3 46 10 3 0 46 10 3 10 10 10 3 18 3 3 10 split_gain=5611.98 720.16 495.2 348.596 288.465 266.69 149.955 127.903 137.154 115.799 114.87 212.192 106.906 106.374 105.298 88.452 83.2537 116.582 78.6315 77.503 70.9881 62.0637 53.3154 53.2025 54.6589 52.7396 46.9732 89.4592 91.3247 46.5597 threshold=2.9750000000000005 1.0000000180025095e-35 4.0850000000000009 5.5950000000000006 9.7700000000000014 2.9750000000000005 2.9750000000000005 6.2550000000000008 1.0000000180025095e-35 1.0000000180025095e-35 4.995000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.37529342723004699 0.9756521002710028 1.0000000180025095e-35 4.9850000000000012 0.72792207792207797 1.0000000180025095e-35 1.0000000180025095e-35 3.5950000000000002 0.99938118811881205 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66.3996 76.3886 64.9037 63.3621 54.1161 86.157 61.3395 96.1271 46.7316 90.9395 50.8013 43.0613 42.1056 41.9361 54.1597 39.8474 38.594 46.8187 37.7204 threshold=3.5000000000000004 -1.0000000180025095e-35 -77.499999999999986 31.500000000000004 -74.499999999999986 0.48581488933601619 0.50144508670520238 0.98936170212765973 1.0000000180025095e-35 0.12560679611650488 0.49844720496894418 137.50000000000003 0.051836094939543158 -8.4999999999999982 0.79193722943722955 -72.499999999999986 0.087337909992372217 -188.49999999999997 -142.49999999999997 -66.499999999999986 -59.499999999999993 0.25943732193732194 0.98936170212765973 128.50000000000003 0.1676706827309237 -57.499999999999993 0.040202020202020204 0.75110619469026563 0.62532051282051293 17.500000000000004 decision_type=2 8 8 2 10 2 2 2 2 2 2 2 2 10 2 10 2 10 10 8 8 2 2 2 2 10 2 2 2 2 left_child=1 9 11 13 26 -3 -7 8 27 15 -11 12 -2 19 -14 17 -17 -1 -19 -4 -21 24 -23 -16 -22 29 -5 28 -8 -26 right_child=2 5 3 4 -6 6 7 -9 -10 10 -12 -13 14 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12366 7845.59 5540.93 4214.41 5176.24 3846.41 4520.39 2268.6 2251.79 1364.55 5095.56 4475.77 3730.93 2682.49 228.403 1048.44 511.978 2902.48 1820.77 1697.51 426.675 internal_count=911180 386111 525069 300456 184280 156526 81171 45709 34584 229585 160819 224613 161926 116176 153532 68766 30621 38145 26027 111281 91303 79273 59474 5252 19799 9772 68584 27305 25302 6786 is_linear=0 shrinkage=0.01 Tree=290 num_leaves=31 num_cat=0 split_feature=6 1 1 6 1 2 5 5 2 5 2 6 1 2 5 5 2 2 5 6 1 1 5 1 2 1 2 0 2 5 split_gain=1681.78 737.878 408.502 151.467 199.579 144.65 137.035 126.236 111.391 95.5281 80.6462 112.511 64.1463 54.4351 52.5607 68.1051 51.9627 50.9253 48.6551 45.9042 45.8719 89.1298 50.6292 47.6969 77.1809 45.0099 44.7517 151.727 104.699 65.1329 threshold=3.5000000000000004 -1.0000000180025095e-35 -77.499999999999986 31.500000000000004 -74.499999999999986 0.48581488933601619 2.5000000000000004 1.5000000000000002 0.50144508670520238 2.5000000000000004 0.98936170212765973 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61792 138044 25745 is_linear=0 shrinkage=0.01 Tree=291 num_leaves=31 num_cat=0 split_feature=10 1 10 10 10 10 1 2 1 10 1 1 10 1 10 1 1 3 1 10 3 1 1 2 2 10 1 46 2 2 split_gain=5464.5 892.193 480.333 347.009 282.516 260.661 238.365 168.856 200.273 160.356 156.754 126.595 126.066 225.825 121.532 264.704 113.981 104.076 89.8022 95.2914 116.993 86.2533 138.883 94.9553 81.5958 76.3439 74.9799 58.8007 52.024 183.718 threshold=2.9750000000000005 -361.49999999999994 4.0850000000000009 5.5950000000000006 9.7700000000000014 2.9750000000000005 -120.49999999999999 1.0000000180025095e-35 -37.499999999999993 2.9750000000000005 -2.4999999999999996 -265.49999999999994 4.995000000000001 -390.49999999999994 8.1200000000000028 -191.49999999999997 -147.49999999999997 0.39415279556124627 -89.499999999999986 4.9850000000000012 0.73935688405797106 -64.499999999999986 -65.499999999999986 0.14226190476190473 0.012270400481782552 3.5950000000000002 -72.499999999999986 1.0000000180025095e-35 0.33218390804597703 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87.389243923127651 1018.2409343197942 497.47425916604698 1893.8558635003865 565.40082992706448 53.491868063807487 785.68477115780115 46.237891957163811 3.1518491953611365 50.322923112660646 427.77573752775788 10.632512688636778 851.3874389976263 45.960120342671871 leaf_count=514855 1379 7861 1002 1464 5023 27476 7061 125331 1428 1009 19317 100899 23634 5713 2538 3793 458 5168 7325 12320 16318 256 4557 197 37 1174 3195 47 9311 1034 internal_value=0 0.0075574 -0.00804538 0.00290841 0.000254096 -0.00343361 0.00459457 0.0105536 -0.00125152 -0.00202252 -0.00190756 -0.00960085 -0.006391 0.00849476 0.00707156 -0.0070601 0.00467398 0.0062302 -0.000601495 0.00269714 -0.00830949 0.00361346 0.000291233 -0.000425984 -0.00768459 -0.00776196 0.0097514 0.00731494 -0.003958 -0.00233855 internal_weight=0 20046.3 18909.4 7856.17 3051.92 4769.22 4804.26 12190.1 2391 2135.32 3145.91 14140.1 1623.31 2506.21 1175.21 1442.71 594.15 2580.12 2009.17 2224.13 3383.47 506.761 972.615 842.555 1272.62 1269.47 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242.229 211.007 145.708 137.849 114.201 93.0372 92.3935 75.4993 57.2703 43.728 69.5734 41.5959 38.3061 38.2128 35.1055 35.0126 34.2264 36.5781 39.3003 36.0069 33.1062 32.3512 29.3607 29.2577 33.0964 28.7318 threshold=0.026551560498774003 0.98755538463592529 0.00022280584380490002 1.0000000180025095e-35 5.4650000000000007 1.0000000180025095e-35 0.3781151175498963 0.99989646673202526 1.0000000180025095e-35 0.51461192965507518 0.0013712961226701001 9.6955882327165472e-06 2.1250000000000004 1.0000000180025095e-35 2.9750000000000005 1.0000000180025095e-35 0.8784809708595277 6.4450000000000012 5.2350000000000012 5.7250000000000005 1.0000000180025095e-35 2.3850000000000002 1.0000000180025095e-35 4.8950000000000005 2.5450000000000004 1.0000000180025095e-35 6.1150000000000011 1.0000000180025095e-35 8.3400000000000016 2.9150000000000005 decision_type=2 2 2 2 8 2 2 2 2 2 2 2 10 2 10 2 2 10 10 8 2 10 2 10 10 2 10 2 10 10 left_child=2 3 11 4 8 12 24 13 9 29 -7 -1 -4 14 -3 27 -8 25 -12 -13 21 -11 23 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9517.1430095732212 256.25208111852407 129.42678477615118 1508.3515772279352 2773.9926026295871 1157.2555136736482 893.58741600066423 451.75033985823393 169.41286221332848 1013.1362729221582 86.74638357758522 498.6905211713165 558.49858412891626 30.962157711386681 590.09789945930243 56.855832979083061 163.5733211375773 1899.9991223216057 53.095938980579376 423.47489305958152 96.208592932671309 3.0044859945774069 846.13469704799354 leaf_count=514855 1379 7861 1002 1464 5023 27476 7061 125331 1428 1009 19317 100899 23634 5713 2538 3793 5168 458 7325 16318 147 3163 244 1247 12320 256 3195 2212 33 9311 internal_value=0 0.0074824 -0.0080043 0.00285369 0.000250602 -0.00338485 0.00450231 0.0105098 -0.00123196 -0.00199134 -0.00187501 -0.00958158 -0.00633207 0.0084105 0.00699835 -0.00700379 0.00612323 0.00459349 -0.000587826 -0.00826936 0.000291396 -4.93666e-05 -0.000837656 -0.00144245 0.00263133 0.00353998 0.00965857 -0.00763096 -0.00807037 -0.00390638 internal_weight=0 19845.7 18629.8 7847.45 3042.89 4741.92 4804.57 11998.2 2384.5 2128.25 3135.58 13887.9 1606.34 2481.08 1164.02 1425.88 2574.32 591.593 2007.04 3332.49 970.916 939.954 810.527 753.671 2230.24 504.846 1317.06 1256.47 1160.26 1157.33 internal_count=911180 194316 716864 48964 22951 84792 26013 145352 17928 16500 54118 632072 30674 20021 11113 29672 12229 3252 26642 117217 5810 5663 4654 4410 13784 2794 8908 25879 23667 10690 is_linear=0 shrinkage=0.01 Tree=295 num_leaves=31 num_cat=0 split_feature=6 1 1 6 5 1 4 5 5 1 1 5 5 5 1 4 1 1 4 1 6 6 1 1 4 5 4 5 1 1 split_gain=1571.13 596.592 470.028 237.089 191.178 129.304 96.9451 81.7076 87.5292 81.6124 97.5528 81.6688 77.7411 77.228 69.5005 58.2902 57.4284 52.1498 47.321 46.9955 43.0426 43.0198 35.8089 46.5404 34.7452 34.2356 31.9087 30.6835 29.8267 42.6677 threshold=1.5000000000000002 -1.0000000180025095e-35 -90.499999999999986 31.500000000000004 2.5000000000000004 -2.4999999999999996 20.500000000000004 2.5000000000000004 4.5000000000000009 -59.499999999999993 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9520 16296 19477 55831 7814 is_linear=0 shrinkage=0.01 Tree=296 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 10 11 11 11 2 10 11 6 10 10 10 10 6 3 3 10 10 6 6 6 6 28 10 6 split_gain=22688.7 3056.55 1075.7 308.546 139.758 102.452 95.44 80.4176 63.3641 46.2416 43.1768 40.0694 37.1886 35.6385 32.847 29.1056 25.1222 23.3157 22.7427 36.064 31.5654 21.3693 24.2084 34.195 29.1383 24.2596 20.0664 19.5891 19.2149 17.8975 threshold=0.015218299813568552 0.98755538463592529 0.00017857718921725002 0.51461192965507518 0.99989646673202526 5.5450000000000008 5.4450000000000012 0.0019640936516224501 9.0361113507242425e-06 0.13270235061645502 0.80070921985815613 4.8650000000000011 0.8784809708595277 14.500000000000002 5.8950000000000005 5.995000000000001 4.8650000000000011 8.615000000000002 17.500000000000004 0.54514106583072108 0.67806351061757264 7.6900000000000004 6.0750000000000011 8.5000000000000018 267.50000000000006 230.50000000000003 3.5000000000000004 1.0000000180025095e-35 6.1150000000000011 894.50000000000011 decision_type=2 2 2 2 2 8 10 2 2 2 2 8 2 2 8 10 8 8 2 2 2 10 10 2 2 2 2 2 8 2 left_child=2 3 8 6 17 7 9 -4 -1 -2 21 -5 -13 -7 -10 18 -11 29 19 -15 -21 22 -8 -24 25 -25 27 -9 -12 -3 right_child=1 4 5 11 -6 13 10 26 14 16 28 12 -14 15 -16 -17 -18 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0099965775029726405 -0.0006318715903573703 0.0079432026868852083 -0.0062430299743575658 0.0036251973793121907 0.011041412774200524 -0.0024931765224495846 0.0057276457679169591 -0.0024050574242249095 -0.0088083263526700008 0.00053450981699705103 0.0022047716691565135 0.0043800687461511599 0.0070882587908409267 -0.010109407620969275 -0.0059565613569038476 0.0044042691641018933 0.0028623281073764579 0.010325650973038555 -0.0024862802696283353 0.036855585806996535 0.001481218117805507 0.0085590289887934566 -0.0029824414725046033 0.0067168504379154191 -0.010523683108661823 0.031920688178600984 -0.0044643225575359373 0.00559120040728436 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0.00149817 0.00836759 -0.00138895 0.0100177 0.0212549 0.00510001 0.00413749 0.00110554 0.00594781 0.00818489 -0.00309192 -0.00211374 -0.00400957 0.00788492 internal_weight=0 20297 17894.2 8413.81 11883.2 4365.13 4793.43 3262.35 13529.1 4094.97 698.458 3620.38 2028.33 1102.77 3174.67 347.611 1911.04 2467.01 181.696 15.9454 10.2325 641.838 502.117 172.745 79.0771 69.6214 1494.76 872.725 56.6198 1979.14 internal_count=911180 200658 710522 55306 145352 84599 35733 69930 625923 30651 5082 19573 11367 14669 114423 6754 11342 20021 3430 210 129 4765 3993 1151 633 544 24515 11787 317 13649 is_linear=0 shrinkage=0.01 Tree=297 num_leaves=31 num_cat=0 split_feature=10 46 6 10 10 10 10 10 5 10 10 5 46 10 10 6 38 4 5 10 6 10 5 6 0 46 10 6 46 2 split_gain=5054.97 666.163 499.832 293.475 264.826 192.62 295.443 156.457 233.462 134.46 122.893 120.721 99.382 196.354 140.977 121.257 102.392 87.3989 105.395 86.4804 121.228 84.1887 112.114 74.523 73.4576 72.3272 57.3977 53.0679 52.2085 50.3801 threshold=2.9750000000000005 1.0000000180025095e-35 30.500000000000004 4.1150000000000011 2.9750000000000005 3.8350000000000004 5.5950000000000006 5.9350000000000014 2.5000000000000004 2.9750000000000005 8.4800000000000022 5.5000000000000009 1.0000000180025095e-35 4.995000000000001 4.9850000000000012 17.500000000000004 1.0000000180025095e-35 27.500000000000004 1.5000000000000002 9.7700000000000014 152.50000000000003 6.9850000000000012 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5.2150000000000007 18.500000000000004 1.0000000180025095e-35 0.51630627437079057 decision_type=10 2 2 10 8 10 10 10 10 8 10 10 2 10 10 2 2 8 10 10 2 10 10 2 2 2 10 2 2 2 left_child=1 4 5 -4 -1 28 12 -5 19 -3 21 25 13 14 23 -16 -15 26 -19 20 -9 27 29 -7 -11 -12 -14 -8 -2 -23 right_child=2 9 3 7 -6 6 10 8 -10 24 11 -13 17 16 15 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0055477292232575456 0.0015317892971498056 0.00033031820186518978 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3611.12 279.701 internal_count=911180 153668 757512 302222 106512 455290 405812 273099 69079 47156 98986 33006 306826 115066 51952 2377 63114 191760 145895 36921 27725 65980 17939 49575 22963 32148 45865 48041 49478 8016 is_linear=0 shrinkage=0.01 Tree=298 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 11 11 11 1 11 11 1 3 0 2 3 11 3 2 1 1 2 2 11 11 2 2 3 11 split_gain=22298.5 3036.45 1076.37 597.593 255.668 204.008 141.524 117.131 92.8702 65.5751 63.9407 46.2696 32.5493 22.5853 21.5912 23.1728 19.4316 19.5745 17.0985 16.6435 72.866 120.825 16.4497 25.9804 16.9567 16.3585 19.3117 16.3123 12.8584 12.7066 threshold=0.015218299813568552 0.98755538463592529 0.00017857718921725002 -1.0000000180025095e-35 -3.4999999999999996 0.65440738201141369 0.99989646673202526 0.3781151175498963 0.0013712961226701001 -8.4999999999999982 9.0361113507242425e-06 0.18897357583045957 -7.4999999999999991 0.38119783996072654 1.0000000180025095e-35 0.94494949494949509 0.94469928644240586 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124.345 145.315 120.184 66.6907 61.7788 75.9957 72.6797 58.0117 55.0099 58.0491 46.8814 41.2997 35.5029 34.3568 112.934 86.1633 53.3726 39.3188 60.969 32.0128 31.5462 28.3307 41.1947 28.8027 65.0443 threshold=2.5000000000000004 1.0000000180025095e-35 0.25108695652173912 1.0000000180025095e-35 0.97385509227614497 0.47083130772970344 0.50952467343976793 1.0000000180025095e-35 1.0000000180025095e-35 0.92342186961021067 0.90045045045045058 1.5000000000000002 0.41202270381836947 0.68783602150537648 0.31281565656565663 1.5000000000000002 5.5000000000000009 1.5000000000000002 0.50155279503105599 0.49341991341991348 1.5000000000000002 0.33477011494252878 1.5000000000000002 0.68703358208955234 1.0000000180025095e-35 0.60061349693251542 3.5000000000000004 0.77296157450796643 4.5000000000000009 7.5000000000000009 decision_type=10 2 2 2 2 2 2 2 2 2 2 8 2 2 2 10 10 8 2 2 10 2 8 2 2 2 10 2 10 10 left_child=1 2 -1 16 7 12 -7 9 26 10 13 -12 24 14 -4 -15 -2 -6 19 21 -21 -16 25 -24 -3 -20 -5 28 -28 -30 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internal_weight=0 33231.5 23802.2 4401.89 19388 9429.32 4415.31 17605.4 3706.76 16781.1 16107.4 299.072 5014.01 15808.4 11684.3 4124.03 695.126 1782.65 11122.7 5579.28 1695.4 3883.87 5543.39 1425.75 4836.5 4117.64 3320.67 1928.65 1479.77 360.893 internal_count=911180 751747 596915 159433 529189 154832 68288 501241 149461 468565 439520 7699 86544 431821 311396 120425 9972 27948 294021 139321 34983 104338 154700 46397 80168 108303 141503 85736 70229 15408 is_linear=0 shrinkage=0.01 Tree=300 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 11 11 11 1 11 11 1 6 5 5 5 6 3 0 5 3 3 6 6 6 6 3 6 11 split_gain=21965.4 3026.72 1077.18 586.351 253.654 201.356 143.868 114.867 91.564 65.0808 64.5257 45.3251 32.6211 27.0913 23.9733 23.4814 23.3869 21.7578 20.9275 20.8461 20.2253 21.5618 29.1659 38.6122 17.6153 17.605 18.2783 16.4257 16.3721 16.314 threshold=0.015218299813568552 0.98755538463592529 0.00017857718921725002 -1.0000000180025095e-35 -3.4999999999999996 0.65440738201141369 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102 3475 8726 8096 630 6031 10114 is_linear=0 shrinkage=0.01 Tree=301 num_leaves=31 num_cat=0 split_feature=1 2 0 0 2 5 5 4 2 1 0 46 2 2 2 2 2 4 5 1 5 1 2 2 1 1 2 5 5 1 split_gain=1267.75 349.084 293.796 233.75 195.866 174.565 165.007 149.672 108.589 92.6456 79.1727 66.506 66.3871 71.7491 63.6545 92.4126 78.896 65.8119 59.9216 59.2123 56.289 53.8571 78.4961 94.5329 48.5109 54.1442 48.2631 40.5777 37.1064 35.0858 threshold=-2.4999999999999996 0.028778467908902653 1.0000000180025095e-35 1.0000000180025095e-35 0.77842377260981921 3.5000000000000004 2.5000000000000004 20.500000000000004 0.98936170212765973 -9.4999999999999982 1.0000000180025095e-35 1.0000000180025095e-35 0.31835016835016838 0.5265987549518959 0.75110619469026563 0.74891304347826104 0.66751700680272119 17.500000000000004 5.5000000000000009 -8.4999999999999982 7.5000000000000009 -122.49999999999999 0.12560679611650488 0.081725417439703116 -64.499999999999986 -65.499999999999986 1.0000000180025095e-35 2.5000000000000004 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65.8565 67.9004 64.9256 76.6374 92.0152 56.5909 50.3394 threshold=2.9750000000000005 1.0000000180025095e-35 30.500000000000004 4.1150000000000011 2.9750000000000005 3.8350000000000004 5.5950000000000006 5.9350000000000014 9.7700000000000014 2.9750000000000005 154.50000000000003 8.4800000000000022 1.0000000180025095e-35 4.995000000000001 4.9850000000000012 17.500000000000004 1.0000000180025095e-35 27.500000000000004 1.0000000180025095e-35 20.500000000000004 6.9850000000000012 7.0550000000000006 1.5000000000000002 0.16749174917491746 4.5000000000000009 1.0000000180025095e-35 0.39415279556124627 0.31281565656565663 5.2150000000000007 18.500000000000004 decision_type=10 2 2 10 8 10 10 10 10 8 2 10 2 10 10 2 2 8 2 2 10 10 2 2 2 2 2 2 10 2 left_child=1 4 5 -4 -1 -2 12 -5 10 -3 -9 20 13 14 22 -16 25 28 -13 -20 29 -22 -7 -19 -25 -15 27 -27 -14 -8 right_child=2 9 3 7 -6 6 11 8 -10 -11 -12 18 17 16 15 -17 -18 23 19 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.00545466700574596 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131.11892658472061 85.096108051016927 1222.9350534696132 583.10896704159677 125.76930810883641 241.29128174297512 689.4476188197732 827.79732390772551 2764.2528995787725 1279.440556935966 56.344239968806505 101.41559670399874 38.773357778787613 508.14529161341488 208.59368492104113 leaf_count=51111 49478 24193 29123 204020 55401 26889 40440 23375 26581 22963 19123 1012 29475 55159 1185 1192 1705 18026 29228 2766 4469 13470 22686 74624 53245 1385 4375 490 16390 7601 internal_value=0 0.00536058 -0.00240824 -0.00465597 0.00714971 -0.0015937 -0.00206204 -0.00565355 -0.00290449 0.00220247 -0.00113467 0.000205361 -0.00287515 -0.00399328 -0.00220557 0.0063058 -0.00623221 -0.00208045 -0.00322247 -0.0042955 0.00103354 0.00349373 -0.00281392 -0.00150476 -0.00211972 -0.00668241 -0.00122375 0.00522424 -0.00431547 5.57402e-05 internal_weight=0 11497 25834 6871.61 7339.2 18962.4 15393.7 5532.92 1505.85 4157.79 1167.01 4063.19 11330.5 4707.33 2617.41 174.598 2089.92 6623.2 790.654 708.878 3272.53 930.739 2442.81 5266.63 4043.69 2004.82 196.533 95.1176 1356.57 2341.79 internal_count=911180 153668 757512 302222 106512 455290 405812 273099 69079 47156 42498 98986 306826 115066 51952 2377 63114 191760 33006 31994 65980 17939 49575 145895 127869 61409 6250 1875 45865 48041 is_linear=0 shrinkage=0.01 Tree=303 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 11 11 10 1 10 11 10 10 10 10 11 10 11 11 10 3 1 10 10 10 1 10 10 split_gain=21551.6 3001.52 1077.69 585.325 327.865 253.492 198.235 145.508 90.3389 69.6491 65.6505 127.373 65.124 63.9935 46.7119 45.4869 35.5642 35.5317 35.4435 34.3556 33.2404 33.0658 30.8259 35.8432 30.3205 28.3777 28.2049 35.0557 30.9885 27.4638 threshold=0.015218299813568552 0.98755538463592529 0.00017857718921725002 -1.0000000180025095e-35 1.3750000000000002 -3.4999999999999996 0.65440738201141369 0.99989646673202526 0.0013712961226701001 3.9650000000000003 -8.4999999999999982 3.9350000000000005 9.0361113507242425e-06 2.5450000000000004 2.1250000000000004 5.7950000000000008 2.5750000000000006 0.65440738201141369 8.2700000000000014 0.18897357583045957 0.2688089013099671 5.8950000000000005 0.54186137071651097 -89.499999999999986 4.9450000000000012 5.6050000000000013 5.4450000000000012 -67.499999999999986 5.535000000000001 6.1150000000000011 decision_type=2 2 2 8 10 8 2 2 2 10 8 10 2 10 10 10 10 2 8 2 2 8 2 10 10 10 10 10 10 8 left_child=2 3 12 6 -5 8 13 10 -4 17 -3 -12 -1 22 -7 20 -15 -6 -16 26 -11 -14 23 -2 -22 -10 -18 28 -28 -8 right_child=1 7 5 4 9 14 29 -9 25 15 11 -13 21 16 18 -17 19 -19 -20 -21 24 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0099779756940439803 -0.0091056347627267963 0.0095561321743629375 -0.0043117118446406319 0.006071451383140072 -0.0029362327024808799 -0.0020451554680805746 0.0073788389212581145 0.01099545634473297 -0.0014462243447004445 -0.0081176752969346171 0.0084348635056822347 0.00021277845326211304 -0.0087521595998284549 0.012015056512969077 -0.0087587374595479092 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8924 1190 100822 215 21552 468 11479 2267 32 7062 1839 13601 983 1150 1912 3757 273 786 1921 2570 internal_value=0 0.00709559 -0.00815393 0.00254466 -0.00152526 -0.00381729 0.00426066 0.0104142 -0.00239039 -0.00326159 0.00823611 0.00618188 -0.00958499 0.00291839 -0.00794045 -0.00534442 0.00343084 -0.00160879 -0.00865574 0.00330591 -0.00597091 -0.00831579 -0.000334817 -0.00233259 -0.00410755 -0.000921454 0.00237827 0.00473758 0.00665419 0.00676582 internal_weight=0 19874 17365.4 8380.93 2485.64 4308.64 5895.29 11493.1 3200.9 2023.21 2421.07 947.13 13056.7 3838.57 1107.74 895.151 3316.19 1128.06 987.876 3268.62 830.969 3086.94 522.375 311.618 444.848 1814.01 1797.23 395.266 279.499 2056.72 internal_count=911180 200658 710522 55306 21219 84599 34087 145352 62404 17542 20021 10114 625923 24155 22195 11171 21736 6371 21584 21521 10703 114423 2419 1436 3751 26358 14459 2980 2194 9932 is_linear=0 shrinkage=0.01 Tree=304 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 11 11 10 11 1 10 10 10 10 6 10 10 11 11 10 10 11 10 10 1 4 10 10 split_gain=21258.3 2992.25 1078.79 573.319 322.308 251.434 195.57 147.503 89.1517 68.8846 65.6891 64.7638 126.404 62.5874 46.6006 44.8749 38.985 34.9045 34.5346 33.6761 33.1613 33.151 29.9863 28.2874 27.8192 27.4886 34.1097 32.5079 29.7308 26.9443 threshold=0.015218299813568552 0.98755538463592529 0.00017857718921725002 -1.0000000180025095e-35 1.3750000000000002 -3.4999999999999996 0.65440738201141369 0.99989646673202526 0.0013712961226701001 3.9650000000000003 9.0361113507242425e-06 -8.4999999999999982 3.8050000000000002 2.5450000000000004 2.1250000000000004 5.7950000000000008 111.50000000000001 2.5750000000000006 8.3400000000000016 0.18897357583045957 0.2688089013099671 5.8950000000000005 4.9450000000000012 0.65440738201141369 5.6050000000000013 5.4450000000000012 -67.499999999999986 20.500000000000004 5.535000000000001 6.1150000000000011 decision_type=2 2 2 8 10 8 2 2 2 10 2 8 10 10 10 10 2 10 10 2 2 8 10 2 10 10 10 8 10 8 left_child=2 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0.00169417 0.00656013 0.00670873 internal_weight=0 19777.6 17234.2 8375.61 2479.35 4294.72 5896.26 11402 3194.36 2018.63 12939.4 2408.9 942.544 3842.77 1100.36 891.326 1127.3 3320.37 980.577 3272.81 827.056 3063.38 443.626 1016.76 1812.74 1799.87 396.437 1403.43 280.664 2053.5 internal_count=911180 200658 710522 55306 21219 84599 34087 145352 62404 17542 625923 20021 10114 24155 22195 11171 6371 21736 21584 21521 10703 114423 3751 5723 26358 14459 2980 11479 2194 9932 is_linear=0 shrinkage=0.01 Tree=305 num_leaves=31 num_cat=0 split_feature=6 46 6 5 2 4 5 3 3 2 4 28 46 3 46 2 5 2 5 3 5 28 18 4 3 4 6 6 2 3 split_gain=1372.86 396.695 233.047 273.504 144.922 93.0648 86.3583 82.8329 70.7947 86.2108 71.7644 65.7701 97.1779 84.4699 61.9943 59.2683 56.1638 55.3447 51.2862 54.4379 49.349 51.2079 49.2405 47.5155 46.6774 67.0959 43.4232 41.4256 41.3274 37.3142 threshold=1.5000000000000002 1.0000000180025095e-35 31.500000000000004 2.5000000000000004 0.48581488933601619 20.500000000000004 2.5000000000000004 0.48846085567193326 1.0000000180025095e-35 0.64326765188834167 28.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.97385509227614497 1.0000000180025095e-35 0.66522988505747138 1.5000000000000002 0.12560679611650488 5.5000000000000009 0.99938118811881205 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 18.500000000000004 0.90943267259056748 27.500000000000004 6.5000000000000009 20.500000000000004 0.05298245614035086 0.94146202170188464 decision_type=2 2 2 10 2 8 10 2 2 2 8 2 2 2 2 2 10 2 10 2 10 2 2 10 2 10 2 2 2 2 left_child=1 4 8 11 16 -3 -7 15 10 14 26 12 -4 29 20 -6 22 24 19 -18 21 23 -1 -10 -16 -26 -2 -19 -27 -14 right_child=2 5 3 -5 7 6 -8 -9 9 -11 -12 -13 13 -15 17 -17 18 27 -20 -21 -22 -23 -24 -25 25 28 -28 -29 -30 -31 leaf_value=0.0029029618758956506 -0.0051955131675244324 -0.0018636991161121498 -0.00070974946681617141 -0.0075016331270499996 0.00093413990572982671 0.0012126298194195405 -0.0024217364552713747 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381.57471458148211 421.23001932632178 121.00720591470599 544.19779207091779 76.841640551574528 167.1972835585475 leaf_count=57731 7756 33763 66136 76930 11877 108287 18123 32184 5289 37544 16622 16290 141570 6214 5545 34300 16191 86626 1491 1936 6943 11829 3305 49702 15726 7252 1685 17672 3152 11509 internal_value=0 0.00190967 -0.00195402 -0.00321101 0.00333579 0.000402572 0.000860191 0.00459415 -0.000942524 -0.00129437 0.0010386 -0.00243106 -0.00220748 -0.00319499 -0.000884421 0.00349161 0.00212136 -0.00170284 4.83639e-05 -0.000662027 0.000141519 0.000452489 0.00268277 0.000902112 0.000210718 -0.000829291 -0.00280165 -0.00240705 0.00158805 -0.00360668 internal_weight=0 18456.9 18329.3 8172.91 9483.26 8973.65 7466.06 4657.39 10156.4 8624.72 1531.72 6915.76 6570.41 3959.67 7383.38 2766.52 4825.87 4107.07 1028.43 933.918 3276.31 3078.66 3797.44 2745.03 1104.85 879.646 369.296 3002.22 498.072 3668.23 internal_count=911180 319188 591992 318649 159015 160173 126410 78361 273343 247280 26063 241719 225429 159293 209736 46177 80654 135973 19618 18127 73763 66820 61036 54991 31675 26130 9441 104298 10404 153079 is_linear=0 shrinkage=0.01 Tree=306 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 10 11 10 10 5 11 10 11 3 5 10 10 10 38 5 10 10 10 0 10 11 5 10 10 split_gain=20932.1 2979.77 1079.61 283.872 149.348 98.3587 91.1591 66.2349 46.8824 45.7088 44.3474 39.9731 39.6619 36.6026 34.8946 33.8113 33.3033 24.7459 22.7829 21.6712 20.7501 15.3959 20.7493 14.9671 14.9405 14.4594 16.2554 14.0701 13.7389 44.0009 threshold=0.015218299813568552 0.98755538463592529 0.00017857718921725002 0.51461192965507518 0.99989646673202526 0.0013712961226701001 5.4450000000000012 9.0361113507242425e-06 5.5250000000000012 5.8550000000000013 2.5000000000000004 0.18897357583045957 4.8650000000000011 0.8784809708595277 0.25108695652173912 2.5000000000000004 5.8950000000000005 8.615000000000002 4.8650000000000011 1.0000000180025095e-35 3.5000000000000004 6.1150000000000011 9.7700000000000014 9.0500000000000025 1.0000000180025095e-35 5.4750000000000005 0.0089773964136838514 1.5000000000000002 6.0250000000000012 6.3250000000000011 decision_type=2 2 2 2 2 2 10 2 8 10 10 2 8 2 2 10 8 8 8 2 10 10 10 10 2 8 2 10 10 10 left_child=2 3 7 6 17 8 10 -1 -4 25 11 19 15 23 21 -5 -9 20 -13 -2 -3 -8 -23 -14 -16 26 27 -7 -15 -30 right_child=1 4 5 12 -6 9 14 16 -10 -11 -12 18 13 28 24 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0099666330894624851 -0.00021745229645170463 0.0079410098635438985 -0.0063413733475819216 0.0037558785089641701 0.010967244521717779 -0.0031837054048616032 0.0027570656557197003 -0.0087185756544594668 -0.0026363091858474037 0.0018988242832397575 -0.0034405649197221493 0.00091418321521781465 0.0039784718089281293 0.0075421109868666885 0.0059263732879250366 -0.003294191654696299 -0.0057992498230800471 0.010227613758811425 0.0035302621579420745 0.015629438738867785 0.0038867408013352296 -0.0051681952342563934 0.016477057211670979 0.010956297699989612 -4.2591745438516923e-05 -0.0012850707919306503 -0.0015230901907163331 -0.0055104553383863164 -0.0030351819526996172 0.0071862826047869892 leaf_weight=9766.8588616168126 2399.3512147814035 1795.4594990983605 1445.4557254035026 1508.0064078122377 8899.2449847273529 942.83398890122771 89.678644388914108 2577.4593367902562 447.17725675553083 222.86337748914957 289.89929436892271 822.19863004982471 967.74557502940297 774.30262022092938 499.47102290950716 71.239612080156803 460.60351559240371 464.09227856621146 559.37763665989041 8.6608275473117811 135.78660747408867 61.301257863640785 4.7735813111066809 31.748074978590012 45.777272630482912 460.35415524244308 401.33646527118981 358.79743108712137 55.113179497420788 178.56861707568169 leaf_count=511500 19531 12621 39678 7832 125331 16062 546 100822 8292 3007 3279 4298 5258 4804 3914 374 13601 6372 3476 67 1028 300 22 132 300 4280 5292 7988 291 882 internal_value=0 0.00701996 -0.00811235 0.00249699 0.0103707 -0.00376356 0.000901536 -0.00956551 -0.00546597 -0.00241328 0.000329108 0.000617484 0.00462345 0.00555614 0.00423278 0.00343785 -0.00827597 0.00815421 0.00197339 -0.000160456 0.00765595 5.83461e-05 -0.00360443 0.00420012 0.00542524 -0.0028575 -0.00328257 -0.00382508 0.00690074 0.00477558 internal_weight=0 19661.8 17083.7 8367.21 11294.6 4278.82 4780.49 12804.9 1892.63 2386.19 4079.49 3789.59 3586.72 2007.48 701.002 1579.25 3038.06 2395.34 1381.58 2408.01 1931.25 155.753 66.0748 999.494 545.248 2163.32 1702.97 1301.63 1007.98 233.682 internal_count=911180 200658 710522 55306 145352 84599 35733 625923 47970 36629 30651 27372 19573 11367 5082 8206 114423 20021 7774 19598 13649 868 322 5390 4214 33622 29342 24050 5977 1173 is_linear=0 shrinkage=0.01 Tree=307 num_leaves=31 num_cat=0 split_feature=10 1 10 10 10 10 1 2 1 10 1 10 1 1 1 3 1 1 2 1 10 3 10 10 1 1 10 5 3 10 split_gain=4504.15 796.756 391.901 303.863 255.75 228.27 197.688 136.772 173.448 131.908 131.468 127.498 229.829 126.704 101.245 100.489 80.581 119.251 89.8345 80.1015 78.2655 103.255 65.9105 103.445 65.717 65.1293 146.691 62.786 61.5021 60.579 threshold=2.9750000000000005 -361.49999999999994 4.0850000000000009 5.5050000000000008 2.9750000000000005 9.7700000000000014 -120.49999999999999 1.0000000180025095e-35 -37.499999999999993 2.9750000000000005 -287.49999999999994 4.995000000000001 -390.49999999999994 -64.499999999999986 -147.49999999999997 0.35743321718931476 -64.499999999999986 -65.499999999999986 0.14226190476190473 -89.499999999999986 4.9850000000000012 0.73935688405797106 6.4450000000000012 6.6150000000000011 -72.499999999999986 -143.49999999999997 7.6900000000000004 2.5000000000000004 0.16749174917491746 7.4250000000000007 decision_type=10 10 10 10 8 10 10 2 8 8 8 10 10 8 10 2 10 10 2 8 10 2 10 10 8 8 10 8 2 10 left_child=1 4 13 7 -1 6 10 8 -4 -3 29 19 -13 -2 -7 -14 17 -11 -19 -9 27 -22 -12 -24 -23 28 -27 -21 -25 -5 right_child=2 9 3 5 -6 14 -8 11 -10 16 22 12 15 -15 -16 -17 -18 18 -20 20 21 24 23 25 -26 26 -28 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3910.9401311995462 580.14835580810905 3425.7934105284512 925.0654475055635 36.278624378144741 408.99012070521712 3314.2061270028353 64.094364460557699 19.715280503034592 146.24037564452738 83.802932510152459 140.25659816525877 146.41855626925826 112.69407841563225 271.94993468187749 515.25603888742626 179.90408543962985 leaf_count=48803 36012 26501 21635 18837 53851 765 70906 51894 19369 9734 51106 52493 26756 55113 42309 163356 9877 319 4583 95413 2453 1095 2169 1182 1576 4759 1582 10925 23617 2190 internal_value=0 0.00525886 -0.00235338 -0.00300984 0.00739115 -0.00124862 -0.000633522 -0.00388129 -0.0017929 0.00192817 -0.00236376 -0.00437577 -0.00540942 5.62695e-06 -0.00691148 -0.00424037 0.00356392 0.00204539 -0.00222392 -0.00322395 -0.0025023 0.00323142 -0.00352545 -0.00158318 0.00752833 -0.00290796 0.00128085 -0.00286055 -0.00471977 0.00126449 internal_weight=0 11218.8 25307.2 19797.9 6839.9 6553.43 5911.34 13244.5 2535.62 4378.86 3119.12 10708.9 5643.98 5509.25 642.086 4225.75 2319.03 1393.96 445.269 5064.9 3810.22 224.066 2362.65 1004.41 159.972 858.172 259.113 3586.16 599.059 756.472 internal_count=911180 153668 757512 666387 102654 219422 176348 446965 41004 51014 105442 405961 242605 91125 43074 190112 24513 14636 4902 163356 111462 5124 84415 33309 2671 31140 6341 106338 24799 21027 is_linear=0 shrinkage=0.01 Tree=308 num_leaves=31 num_cat=0 split_feature=10 1 10 10 10 10 1 1 10 10 1 1 1 10 10 1 1 1 1 1 18 5 10 10 1 1 1 5 5 1 split_gain=4427.97 789.2 385.843 299.314 256.878 225.633 194.183 131.477 300.843 129.613 129.584 124.295 115.045 113.908 103.036 235.829 100.063 79.2146 117.023 73.7273 81.446 63.685 63.5205 153.676 59.3444 123.984 98.2202 80.5361 76.0933 66.0838 threshold=2.9750000000000005 -361.49999999999994 4.0850000000000009 5.5050000000000008 2.9750000000000005 9.7700000000000014 -120.49999999999999 -263.49999999999994 4.995000000000001 2.9750000000000005 -246.49999999999997 -64.499999999999986 -390.49999999999994 4.9850000000000012 8.1200000000000028 -191.49999999999997 -147.49999999999997 -64.499999999999986 -65.499999999999986 -261.49999999999994 1.0000000180025095e-35 1.5000000000000002 5.3350000000000009 5.3450000000000006 -60.499999999999993 -52.499999999999993 -71.499999999999986 1.5000000000000002 5.5000000000000009 -87.499999999999986 decision_type=10 10 10 10 8 10 10 10 10 8 8 8 10 10 10 10 10 10 10 10 2 10 10 10 10 10 10 10 10 10 left_child=1 4 11 7 -1 6 10 8 13 -3 -5 -2 -10 -4 -12 -16 -7 18 -11 20 -9 -21 -23 -24 26 28 27 29 -26 -8 right_child=2 9 3 5 -6 16 24 19 12 17 14 -13 -14 -15 15 -17 -18 -19 -20 21 -22 22 23 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0056320801708340694 -0.0023460518372555952 8.5711988071570966e-05 -0.0032762804000207265 0.00037346861214774272 0.009545945303710968 0.0051918611353844657 0.0060822074944988638 -0.0053344310085034641 -0.008956936516867792 0.0040135920234408203 -0.0047605365351402933 0.00096524609233769436 -0.0047758184495760936 0.0046094730333603997 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53851 765 4560 1024 59332 9734 63998 55113 48649 3514 2073 6048 42309 9877 4902 161574 216 88091 1708 14816 6188 16520 14236 10743 421 18238 internal_value=0 0.00522403 -0.00233489 -0.00298771 0.00735422 -0.00123846 -0.000628036 -0.00385429 -0.00500807 0.00191049 -0.00234657 5.56745e-06 -0.00735111 -0.00273561 -0.00387811 0.00198924 -0.00688912 0.00353395 0.00202764 -0.00299128 0.00819069 -0.00307857 -0.00437415 -0.000875593 0.00128594 -0.000905967 0.00225531 0.000233889 -0.00751059 0.00170943 internal_weight=0 11180.9 25253.2 19745.6 6805.7 6541.36 5903.6 13204.2 5650.22 4375.21 3110.62 5507.6 2781.91 2868.31 1990.08 260.171 637.754 2315.33 1392.11 7554 58.5079 7495.49 2519.01 430.311 2792.99 856.439 1936.55 1072.5 213.405 831.434 internal_count=911180 153668 757512 666387 102654 219422 176348 446965 179536 51014 105442 91125 107981 71555 72119 8121 43074 24513 14636 267429 1240 266189 104615 16524 70906 23129 47777 33541 6609 22798 is_linear=0 shrinkage=0.01 Tree=309 num_leaves=31 num_cat=0 split_feature=6 1 1 6 5 2 1 4 3 5 1 5 2 1 1 2 1 1 4 2 1 5 5 3 1 6 3 1 1 3 split_gain=1304.28 482.942 402.249 195.704 168.857 128.924 108.561 86.4003 76.7209 74.816 69.293 65.6526 62.9104 56.1727 53.376 51.6671 78.1294 107.747 75.7757 47.1843 48.7318 42.8086 45.3383 45.2855 40.9669 40.1055 38.576 36.5879 44.8062 34.433 threshold=1.5000000000000002 -1.0000000180025095e-35 -90.499999999999986 31.500000000000004 2.5000000000000004 0.48581488933601619 -74.499999999999986 20.500000000000004 0.48846085567193326 1.5000000000000002 -8.4999999999999982 2.5000000000000004 0.62532051282051293 -77.499999999999986 -43.499999999999993 1.0000000180025095e-35 -59.499999999999993 -66.499999999999986 19.500000000000004 0.79193722943722955 -353.49999999999994 1.5000000000000002 8.5000000000000018 0.76103179753406891 -9.4999999999999982 51.500000000000007 0.96178188899707895 -34.499999999999993 -33.499999999999993 0.99938118811881205 decision_type=2 8 8 2 10 2 10 8 2 10 10 10 2 8 10 2 10 8 10 2 10 10 10 2 10 2 2 10 10 2 left_child=1 7 9 10 6 21 13 14 12 19 15 -9 -7 -5 -1 -4 17 -17 -19 -2 -21 23 29 -3 -8 -11 -15 -6 -29 -23 right_child=2 5 3 4 27 8 24 11 -10 25 -12 -13 -14 26 -16 16 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0010444708518360598 -0.0035381497694958117 0.0034733422140148132 0.0022592528737723667 -0.0035186053245993627 -0.0076812825649036787 0.00053968968777457621 -0.003120079297649226 0.0010876834383917974 0.0064614501595470046 -0.0045807746619878744 -0.008100866767965547 -0.0019486900192516622 0.0045330181861789496 -0.00031371583186109151 -0.0065870991894549672 -0.0023123320053281106 -0.0023855910658500605 0.0046943736730712931 0.00063210183306344205 0.0088572976100161922 -0.0029701511059731524 -0.0010599502251769 0.0093022827133483997 0.00042218668754693699 -0.0090166328695713768 -0.0072617832672286255 0.0039655308016553906 0.021887044652941761 -0.0066894861482211503 0.0047146584933886303 leaf_weight=1454.1398712294176 2371.3169790366665 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0.00017857718921725002 -1.0000000180025095e-35 -3.4999999999999996 0.65440738201141369 0.99989646673202526 0.3781151175498963 0.0013712961226701001 9.0361113507242425e-06 -8.4999999999999982 0.18897357583045957 -7.4999999999999991 3.5000000000000004 37.500000000000007 16.500000000000004 0.31281565656565663 27.500000000000004 2.5000000000000004 1.5000000000000002 0.88478556841388711 0.75110619469026563 0.24494897959183673 28.500000000000004 1.5000000000000002 0.8577380952380953 5.5000000000000009 0.89504283965728282 10.500000000000002 29.500000000000004 decision_type=2 2 2 8 8 2 2 2 2 2 8 2 8 10 2 8 2 8 10 10 2 2 2 2 10 2 8 2 2 10 left_child=2 3 9 5 8 11 10 -5 -4 -1 13 16 -11 -3 -15 -9 17 -2 -7 -18 21 -17 -20 -24 25 -10 -25 28 29 -27 right_child=1 6 4 7 -6 18 -8 15 24 12 -12 -13 -14 14 -16 20 19 -19 22 -21 -22 -23 23 26 -26 27 -28 -29 -30 -31 leaf_value=-0.0099589818701224537 -0.0053108248100599536 0.0098621243223405014 -0.0041974663082531847 -0.0037344522900554988 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90.488129138946533 25.20264045894146 114.65958352386951 24.365790173411373 498.65766228735447 6.6925026439130324 6.5065706297755233 182.99567495845258 9.577540308237074 7.0725617501884699 leaf_count=511500 663 8876 36046 12263 22195 8726 125331 358 14883 83437 10114 8032 30986 983 48 7775 8052 3096 489 4312 656 167 551 110 9070 111 56 2042 168 84 internal_value=0 0.00697295 -0.00808105 0.00248625 -0.00372293 0.00419381 0.0103429 -0.00159729 -0.00228962 -0.00955164 0.00811127 0.00288429 -0.00824904 0.00944129 0.00508441 0.000436845 0.00196236 0.000357949 0.00664862 0.00262723 0.000172332 -0.000182533 0.0038265 0.00153244 -0.00084507 -0.000212559 -0.00647451 0.00266946 0.010936 0.0203832 internal_weight=0 19449.8 16850 8342.62 4251.29 5882.72 11107.2 2459.9 3163.84 12598.8 2374.21 3836.26 3001.24 1451.38 127.841 1260.33 2156.44 631.804 2046.46 1524.64 1215.6 1125.11 245.364 145.532 1800.53 1301.88 30.8724 206.338 23.3426 13.7651 internal_count=911180 200658 710522 55306 84599 34087 145352 21219 62404 625923 20021 24155 114423 9907 1031 8956 16123 3759 9932 12364 8598 7942 1206 717 26358 17288 166 2405 363 195 is_linear=0 shrinkage=0.01 Tree=311 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 11 11 11 11 1 11 1 5 3 4 4 5 5 2 2 2 5 3 3 11 2 38 3 1 split_gain=20178.9 2932.04 1080.93 570.078 251.787 186.563 152.753 105.113 86.0211 67.4453 65.4933 41.0279 33.8725 26.36 22.4808 38.1927 21.8776 21.8651 19.5436 19.3224 21.1692 18.5051 18.4862 19.9638 27.0202 16.6587 19.5777 16.6455 15.3202 15.0351 threshold=0.015218299813568552 0.98755538463592529 0.00017857718921725002 -1.0000000180025095e-35 -3.4999999999999996 0.65440738201141369 0.99989646673202526 0.51461192965507518 0.0013712961226701001 9.0361113507242425e-06 -8.4999999999999982 0.18897357583045957 -7.4999999999999991 3.5000000000000004 0.31281565656565663 27.500000000000004 16.500000000000004 2.5000000000000004 1.5000000000000002 0.88478556841388711 0.75110619469026563 0.24494897959183673 1.5000000000000002 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57.6509 65.0732 55.2672 51.6326 50.8223 47.178 46.641 46.6072 46.1613 46.0107 45.8245 44.5159 threshold=2.9750000000000005 30.500000000000004 2.9750000000000005 4.3150000000000004 5.9350000000000014 2.5000000000000004 3.8350000000000004 5.5950000000000006 8.4800000000000022 3.5000000000000004 30.500000000000004 9.7700000000000014 152.50000000000003 1.5000000000000002 5.3350000000000009 5.3450000000000006 6.9850000000000012 1.5000000000000002 0.75110619469026563 1.0000000180025095e-35 29.500000000000004 1.5000000000000002 4.495000000000001 125.50000000000001 0.51630627437079057 2.5000000000000004 2.6250000000000004 18.500000000000004 0.27293771043771048 19.500000000000004 decision_type=10 2 8 10 10 10 10 10 10 10 2 10 2 10 10 10 10 10 2 2 8 2 10 2 2 10 10 2 2 8 left_child=2 6 26 -3 -5 11 -2 13 16 -10 18 12 -6 20 21 25 27 24 -4 29 -8 -15 -22 -13 -18 -16 -1 -9 -12 -20 right_child=1 3 10 4 5 -7 7 8 9 -11 28 23 -14 14 15 -17 17 -19 19 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 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5 10 3 3 28 5 10 10 10 10 4 5 3 5 10 3 3 10 3 18 split_gain=4073.67 354.955 283.889 283.071 213.525 122.144 107.497 111.587 89.7709 69.2154 64.8478 61.8386 96.6592 52.9418 53.3855 52.3126 45.5371 45.4626 45.3265 43.3329 40.5574 38.9154 38.9346 34.7791 40.6926 33.2975 31.9888 31.8623 31.8126 31.7798 threshold=2.9750000000000005 4.0850000000000009 5.5050000000000008 2.9750000000000005 9.1600000000000019 6.2550000000000008 4.995000000000001 0.35743321718931476 0.99938118811881205 2.5000000000000004 2.5000000000000004 4.9850000000000012 0.72792207792207797 0.99938118811881205 1.0000000180025095e-35 1.5000000000000002 8.7300000000000022 2.6250000000000004 8.2000000000000011 5.5250000000000012 20.500000000000004 4.5000000000000009 0.94469928644240586 10.500000000000002 4.9150000000000009 0.38480769230769235 0.95867486338797814 3.5650000000000004 0.99938118811881205 1.0000000180025095e-35 decision_type=10 10 10 8 10 10 10 2 2 8 10 10 2 2 2 10 10 10 10 10 10 10 2 10 10 2 2 10 2 2 left_child=3 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54105 75842 36503 166953 160382 149187 143288 14607 381413 2093 370246 228683 24002 9129 22113 6003 47171 25015 204681 142034 is_linear=0 shrinkage=0.01 Tree=316 num_leaves=31 num_cat=0 split_feature=6 1 1 6 5 2 1 4 3 5 1 5 2 1 1 2 1 1 4 2 1 5 3 5 1 6 1 1 3 3 split_gain=1186.87 442.194 371.314 176.908 158.41 122.086 99.5963 80.3577 74.7523 72.4527 64.394 59.9805 59.8797 51.7166 51.533 49.4687 70.9936 95.9156 72.1656 44.3861 46.1854 39.5931 43.8698 43.412 39.3379 38.6028 36.8258 43.6129 36.6175 33.0582 threshold=1.5000000000000002 -1.0000000180025095e-35 -90.499999999999986 31.500000000000004 2.5000000000000004 0.48581488933601619 -74.499999999999986 20.500000000000004 0.48846085567193326 1.5000000000000002 -8.4999999999999982 2.5000000000000004 0.62532051282051293 -77.499999999999986 -43.499999999999993 1.0000000180025095e-35 -59.499999999999993 -66.499999999999986 19.500000000000004 0.79193722943722955 -348.49999999999994 1.5000000000000002 0.76103179753406891 8.5000000000000018 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42.4658 39.8516 37.5183 34.4443 33.7331 32.4694 30.4448 34.9802 30.4422 29.7331 37.9437 29.0858 29.0551 28.6333 73.5154 33.2157 threshold=0.015218299813568552 0.98755538463592529 0.00017857718921725002 -1.0000000180025095e-35 1.3750000000000002 -3.4999999999999996 0.65440738201141369 0.99989646673202526 0.0013712961226701001 2.5450000000000004 9.0361113507242425e-06 -8.4999999999999982 3.8050000000000002 0.2688089013099671 2.1250000000000004 4.8950000000000005 5.5050000000000008 -7.4999999999999991 8.3400000000000016 2.5750000000000006 0.54186137071651097 -89.499999999999986 0.18897357583045957 6.5450000000000008 3.9650000000000003 4.8050000000000006 5.8950000000000005 6.1150000000000011 0.61922530206112303 6.1250000000000009 decision_type=2 2 2 8 10 8 2 2 2 10 2 8 10 2 10 10 10 8 10 10 2 10 2 10 10 10 10 8 2 8 left_child=2 3 10 6 -5 8 9 11 -4 20 -1 -3 -13 23 -7 -15 -17 26 -16 -11 21 -2 -21 24 -6 -10 -12 -8 29 -29 right_child=1 7 5 4 13 14 27 -9 25 19 17 12 -14 15 18 16 -18 -19 -20 22 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270.3717957213521 851.563755299896 948.63233269751072 198.94645527005196 64.006189156323671 1021.4194952296093 3.0093896202743045 1789.8731037881225 210.28685081005096 247.91701817512512 1469.3341747894883 10.717837147414683 389.80413451604545 778.02558115310967 196.94867264013737 6.3648799434304228 89.619211301207542 348.42381238937378 leaf_count=511500 286 9907 36046 3677 2957 611 7362 125331 12329 215 74382 8858 1256 5032 21552 1912 417 30986 32 14459 983 1150 7062 77 7147 14029 9055 31 570 1969 internal_value=0 0.00688343 -0.0080251 0.00245281 -0.00164827 -0.00365944 0.00415984 0.0102903 -0.00222499 0.00287023 -0.00952619 0.00802124 0.00589135 -0.00327765 -0.00785697 -0.00169929 -0.00510219 -0.00820049 -0.0085649 0.00341292 -0.000577289 -0.0025684 0.00329335 -0.00527094 -0.00547446 -0.000798897 -0.00741035 0.00658313 0.00433876 0.00638292 internal_weight=0 19104.8 16450.6 8304.7 2440.79 4209.1 5863.91 10800.1 3137.06 3827.19 12241.5 2338.9 904.906 1997.03 1072.04 1114.52 262.953 2938.91 951.642 3306.66 520.525 310.238 3259.21 882.512 871.794 1790.26 1917.49 2036.72 444.408 354.789 internal_count=911180 200658 710522 55306 21219 84599 34087 145352 62404 24155 625923 20021 10114 17542 22195 7361 2329 114423 21584 21736 2419 1436 21521 10181 10104 26358 83437 9932 2570 2000 is_linear=0 shrinkage=0.01 Tree=318 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 10 11 10 10 6 10 11 11 3 10 5 10 10 5 5 6 6 28 5 10 10 6 6 10 split_gain=19377.2 2874.38 1078.82 264.429 155.684 94.824 90.6852 68.5684 44.7439 44.4868 42.1387 41.1187 40.0027 35.6782 34.6602 33.0785 31.2311 25.6588 24.5304 20.9719 20.2419 26.3479 19.0788 18.9702 16.9897 15.4263 20.7373 15.1388 20.6882 34.8661 threshold=0.015218299813568552 0.98755538463592529 0.00017857718921725002 0.51461192965507518 0.99989646673202526 0.0013712961226701001 5.4450000000000012 9.0361113507242425e-06 5.5250000000000012 5.8550000000000013 15.500000000000002 4.8650000000000011 0.13270235061645502 0.8784809708595277 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5977 1548 13601 374 5214 6372 1281 978 50 9796 1033 591 300 22 247 1512 907 internal_value=0 0.00684723 -0.00800472 0.00242968 0.0102692 -0.00363409 0.000886933 -0.00951642 -0.00533147 -0.00230276 0.00196137 0.00449478 0.000312707 0.00545109 0.00421115 -0.00818016 0.00328329 0.00137378 0.00798089 -0.000617933 0.00748733 0.00373299 -0.00274639 -0.00226613 0.00657479 4.45708e-05 -0.00362814 0.00539991 0.00575027 0.00428904 internal_weight=0 19014.4 16328.2 8299.89 10714.6 4196.19 4750.78 12132 1844.52 2351.67 221.608 3549.11 4051.01 1983.45 699.772 2916.86 1565.66 1892.86 2327.29 2158.15 1890.4 133.47 2130.07 1693.86 104.566 155.333 65.8683 544.439 521.42 338.991 internal_count=911180 200658 710522 55306 145352 84599 35733 625923 47970 36629 3007 19573 30651 11367 5082 114423 8206 11342 20021 19309 13649 1028 33622 23826 1611 868 322 4214 3967 2455 is_linear=0 shrinkage=0.01 Tree=319 num_leaves=31 num_cat=0 split_feature=1 2 2 3 3 3 2 3 1 1 2 3 3 2 1 2 3 1 1 1 3 1 1 2 2 1 1 3 3 3 split_gain=930.506 285.741 148.768 97.8585 154.78 108.679 93.4389 133.949 72.3875 63.2063 68.625 96.8297 60.9438 90.4088 54.6221 53.4078 50.7907 40.2703 99.6678 69.6284 38.6548 36.6229 69.5805 31.3073 29.9729 29.153 28.6126 27.6069 26.5936 45.6677 threshold=-2.4999999999999996 0.028778467908902653 0.49844720496894418 0.52013513513513521 0.48846085567193326 1.0000000180025095e-35 0.50144508670520238 0.21498599439775909 -83.499999999999986 -8.4999999999999982 0.12560679611650488 0.90943267259056748 0.24165739710789766 0.74891304347826104 -59.499999999999993 0.23845060412224586 0.33248299319727892 -64.499999999999986 -60.499999999999993 -75.499999999999986 0.54186137071651097 -55.499999999999993 -57.499999999999993 0.59397644927536242 0.98936170212765973 -56.499999999999993 -75.499999999999986 0.76764950166112966 0.66349106014087067 0.68783602150537648 decision_type=8 2 2 2 2 2 2 2 10 10 2 2 2 2 10 2 2 10 10 10 2 10 10 2 2 10 10 2 2 2 left_child=1 -1 8 4 5 24 -4 17 28 10 11 14 -7 16 26 27 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14822 26358 10114 4777 4814 2627 17288 is_linear=0 shrinkage=0.01 Tree=321 num_leaves=31 num_cat=0 split_feature=1 3 3 1 1 3 3 3 1 46 3 3 1 1 1 3 1 3 3 3 1 1 3 1 3 3 3 1 1 3 split_gain=899.305 214.139 213.955 96.0709 106.037 95.3593 150.989 105.539 85.7665 63.159 59.2637 87.9343 55.8256 127.631 52.0126 49.3945 48.3573 48.1548 82.0201 68.372 49.4182 62.7936 40.7344 40.4582 29.6093 36.3571 34.8407 31.8536 30.5321 28.6766 threshold=-2.4999999999999996 0.21498599439775909 0.97156334231805941 -144.49999999999997 -8.4999999999999982 0.52013513513513521 0.48846085567193326 1.0000000180025095e-35 -142.49999999999997 1.0000000180025095e-35 0.24165739710789766 0.25108695652173912 -64.499999999999986 -60.499999999999993 -66.499999999999986 0.33248299319727892 -169.49999999999997 0.87439320388349528 0.76103179753406891 0.90943267259056748 -75.499999999999986 -59.499999999999993 0.7576941287878789 -71.499999999999986 0.67574992574992587 0.66349106014087067 0.74213338610726309 -47.499999999999993 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33.0616 31.9022 30.5236 28.5917 37.7053 27.392 26.8 26.2659 28.2884 25.0864 threshold=0.015218299813568552 0.99473056197166454 0.00017857718921725002 1.0000000180025095e-35 5.5050000000000008 1.0000000180025095e-35 0.78322452306747448 0.51461192965507518 0.99989646673202526 2.5450000000000004 9.0361113507242425e-06 0.00099748477805400022 2.5000000000000004 20.500000000000004 5.2150000000000007 1.0000000180025095e-35 0.42807881773399015 1.0000000180025095e-35 2.9750000000000005 5.8950000000000005 5.6650000000000009 6.4450000000000012 24.500000000000004 107.50000000000001 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.3850000000000002 1.0000000180025095e-35 58.500000000000007 decision_type=2 2 2 2 8 2 2 2 2 10 2 2 10 8 10 2 2 2 10 8 8 10 2 2 2 2 2 10 2 2 left_child=2 3 10 4 7 20 9 26 17 22 -1 -7 13 14 -11 27 -16 18 -3 -12 -4 -20 -5 24 25 -15 -2 -9 -29 -6 right_child=1 8 5 6 29 11 -8 15 -10 12 19 -13 -14 23 16 -17 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 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442.127 517.945 2502.49 2277.26 989.43 1455.78 1171.4 1028.34 719.688 internal_count=911180 200658 710522 58638 27490 84599 31148 21511 142020 22716 625923 54573 20254 17379 2405 7326 1372 16689 9316 114423 30026 2601 2462 14974 13024 5182 14185 7148 5867 5979 is_linear=0 shrinkage=0.01 Tree=323 num_leaves=31 num_cat=0 split_feature=10 1 6 10 10 10 10 1 10 10 5 1 10 10 6 6 6 3 1 1 1 10 1 1 1 1 3 5 1 1 split_gain=3722.19 724.019 373.16 256.125 253.292 146.493 232.696 205.835 211.243 133.15 197.611 197.067 132.319 110.52 98.0227 92.0245 90.1049 91.979 87.1568 82.1183 143.634 101.293 99.8344 94.4358 72.519 101.741 76.1768 71.0961 69.999 67.8426 threshold=2.9750000000000005 -361.49999999999994 33.500000000000007 2.9750000000000005 4.1150000000000011 5.5950000000000006 4.3750000000000009 -335.49999999999994 4.995000000000001 5.9350000000000014 2.5000000000000004 -17.499999999999996 4.9850000000000012 2.9750000000000005 17.500000000000004 152.50000000000003 4.5000000000000009 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1 1 1 3 1 1 1 5 10 1 3 5 5 split_gain=3658.66 716.68 314.045 275.816 256.939 252.703 207.579 187.921 217.167 171.29 143.105 113.915 110.109 108.562 101.863 97.0717 92.3806 122.493 71.2694 99.8282 74.73 54.9385 131.175 91.4788 67.4497 65.1114 62.45 77.9411 56.8478 52.6986 threshold=2.9750000000000005 -361.49999999999994 4.0850000000000009 -8.4999999999999982 2.9750000000000005 4.995000000000001 5.4850000000000012 6.4450000000000012 2.5000000000000004 9.1600000000000019 0.33477011494252878 0.99938118811881205 4.9850000000000012 2.9750000000000005 -71.499999999999986 0.74478940512375169 -131.49999999999997 -287.49999999999994 -64.499999999999986 -65.499999999999986 0.86391694725028068 -60.499999999999993 -52.499999999999993 -71.499999999999986 3.5000000000000004 5.8750000000000009 -87.499999999999986 0.94701754385964931 5.5000000000000009 1.5000000000000002 decision_type=10 10 10 8 8 10 10 10 10 10 2 2 10 8 8 2 10 10 10 10 2 10 10 10 10 10 10 2 10 10 left_child=1 4 14 6 -1 12 10 -7 -9 16 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22716 58870 619311 20254 6813 32341 6635 5368 5095 27994 17379 11407 5972 16689 9316 2601 13013 2462 2006 127471 is_linear=0 shrinkage=0.01 Tree=326 num_leaves=31 num_cat=0 split_feature=11 11 11 46 10 46 11 28 11 11 11 10 11 5 28 4 10 10 3 46 10 10 18 10 6 10 5 6 6 0 split_gain=18147.7 2810.17 1081.77 322.313 235.637 199.275 171.576 132.999 105.242 103.457 75.7751 75.2251 59.0954 42.8481 37.1909 36.2807 64.7684 35.8225 33.5277 33.3866 51.7442 31.1447 32.8767 30.7772 29.6378 27.0975 26.7437 26.7412 36.0629 26.2977 threshold=0.015218299813568552 0.99473056197166454 0.00014260681928130004 1.0000000180025095e-35 5.5050000000000008 1.0000000180025095e-35 0.78322452306747448 1.0000000180025095e-35 0.99989646673202526 0.51461192965507518 0.00099748477805400022 2.5450000000000004 6.1143434777477532e-06 2.5000000000000004 1.0000000180025095e-35 20.500000000000004 5.2150000000000007 5.7250000000000005 0.42807881773399015 1.0000000180025095e-35 2.9750000000000005 2.3850000000000002 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15.448 15.3078 12.8653 12.1052 11.6664 11.0102 10.296 9.84496 12.8054 13.222 9.57167 9.37798 9.09081 8.21915 8.11286 8.03466 7.88627 threshold=0.015218299813568552 0.99473056197166454 0.00014260681928130004 0.65440738201141369 0.99989646673202526 0.0013712961226701001 6.1143434777477532e-06 0.18897357583045957 0.8784809708595277 1.0000000180025095e-35 455.50000000000006 3.5000000000000004 50.500000000000007 0.0043998162727802515 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 12.500000000000002 52.500000000000007 385.50000000000006 0.00048551171494175006 3.4846319977077662e-05 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 276.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 8 2 2 10 8 2 2 2 10 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 7 11 24 -1 9 15 14 18 -3 -13 -7 20 16 17 -5 27 28 21 -2 -23 -17 -4 -8 -11 -10 29 -9 right_child=1 4 5 8 -6 13 25 19 10 26 -12 12 -14 -15 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109.73853663727641 9.4721545875072461 1219.7391145881265 276.98451694846153 334.54378802329302 29.358562856912613 525.93552434444427 27.621009320020676 203.32400985620916 116.78049385547638 281.32521191984415 385.16362365521491 7.0744538791477671 915.41142996586859 1269.6543133389205 5.8450600206851959 77.852866105735302 59.530302084982395 42.576813001185656 leaf_count=491840 14322 15641 32412 1905 125331 19960 78786 11043 12596 36 94 1008 40 16669 3367 1779 124 2666 144 1429 936 2696 4399 39 22170 48685 57 368 300 338 internal_value=0 0.00665215 -0.00788856 0.00253192 0.0103362 -0.0036261 -0.00951344 0.0010622 0.0048788 0.000163137 0.00557022 0.00814474 0.00460671 -0.00217639 0.000109612 0.00370985 0.00433354 0.00412195 0.00566587 0.002228 0.000336324 0.000209709 0.00140663 0.00205618 -0.00531347 -0.00830762 0.0137159 0.00558183 0.00243322 0.00232909 internal_weight=0 18463.5 15629.1 8715.77 9747.71 4313.56 11315.5 5359.44 3356.33 3025.89 2108.93 1809.32 119.211 2320.17 3013.99 1247.4 905.783 876.424 2088.74 2333.55 2737 2620.22 666.489 341.618 1993.39 3009.76 11.9035 2061.12 2130.22 2070.69 internal_count=911180 200658 710522 58638 142020 91211 619311 38923 19715 25813 13202 16689 1048 36629 25720 6513 4695 4571 13108 13110 22353 21417 7095 1818 54582 127471 93 12964 11681 11381 is_linear=0 shrinkage=0.01 Tree=328 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 11 11 1 10 10 11 11 10 10 10 10 1 10 11 10 10 10 10 0 4 10 1 10 split_gain=17648.3 2908.23 967.238 569.168 264.772 235.096 177.556 166.767 74.1405 65.8511 119.452 64.0559 60.7635 60.1404 43.4792 36.9313 36.058 35.216 32.4697 31.6507 30.0014 29.4837 29.2305 32.2545 28.7091 27.8524 33.5831 30.7455 42.966 45.7154 threshold=0.011652591172605703 0.98755538463592529 0.00014260681928130004 -1.0000000180025095e-35 1.3750000000000002 -3.4999999999999996 0.51461192965507518 0.99989646673202526 0.0013712961226701001 -8.4999999999999982 3.8050000000000002 2.5450000000000004 0.2688089013099671 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6004 125331 20004 8858 1256 193 5032 37930 22203 1912 32 417 89541 8417 5896 4212 7913 87 13089 616 3692 6303 2276 432 internal_value=0 0.00651127 -0.00799333 0.00220877 -0.00182874 -0.00379408 0.00386205 0.0101361 -0.00238607 0.00773666 0.00557688 0.00244756 -0.00334677 -0.00950391 -0.00793313 -0.00176402 -0.0086513 -0.00505536 -0.00828846 0.00299411 0.00593703 -0.000884092 -0.00523071 -0.00717473 -0.00402596 0.00287431 0.0012282 0.00343124 0.00458174 0.00176696 internal_weight=0 18647.4 15248.1 8526.7 2477.16 4034.02 6049.54 10120.7 3010.07 2252.03 867.749 3597.31 2037.81 11214.1 1023.96 1107.43 913.051 260.671 2986.67 3080.54 2452.23 1571.1 930.384 422.346 1438.96 3038.1 768.036 2270.06 1148.06 368.319 internal_count=911180 203862 707318 58510 22280 88007 36230 145352 65182 20021 10114 24330 18565 619311 22825 7361 22235 2329 127471 21929 11900 24216 11204 8000 40966 21736 4308 17428 9011 2708 is_linear=0 shrinkage=0.01 Tree=329 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 10 11 11 11 10 6 5 6 10 10 6 10 0 6 10 10 5 11 6 6 5 5 10 6 split_gain=17405.5 2898.63 967.987 309.673 109.589 97.0128 78.5611 67.6484 60.6765 58.3596 46.0523 42.3829 33.9214 29.7616 27.8147 27.4769 25.2134 51.0711 29.3358 28.2576 27.5163 24.199 28.0599 23.6719 23.4957 23.3561 23.2919 22.7997 23.3496 21.7967 threshold=0.011652591172605703 0.99473056197166454 0.00014260681928130004 0.65440738201141369 0.99989646673202526 5.4750000000000005 5.4450000000000012 0.00099748477805400022 6.1143434777477532e-06 0.18897357583045957 4.8650000000000011 14.500000000000002 2.5000000000000004 421.50000000000006 5.995000000000001 5.8950000000000005 12.500000000000002 6.0750000000000011 1.0000000180025095e-35 328.50000000000006 9.7700000000000014 3.3550000000000004 2.5000000000000004 0.8784809708595277 101.50000000000001 17.500000000000004 3.5000000000000004 4.5000000000000009 6.3850000000000007 4.5000000000000009 decision_type=2 2 2 2 2 8 10 2 2 2 8 2 10 2 10 10 2 10 2 2 10 8 10 2 2 2 10 10 10 2 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0.0011766494717448501 6.1143434777477532e-06 0.18897357583045957 0.8784809708595277 455.50000000000006 1.5000000000000002 3.5000000000000004 50.500000000000007 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 0.53717523493642905 0.7003401360544218 1.0000000180025095e-35 4.5000000000000009 0.13712060166532367 1.0000000180025095e-35 0.15018796992481201 210.50000000000003 0.028778467908902653 0.034723896792862259 10.500000000000002 0.10022831050228312 9.5000000000000018 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 10 8 2 10 8 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 7 11 -4 -1 10 14 -10 -2 -3 -13 20 15 16 18 -9 -5 -19 21 -7 -16 -12 -25 -23 27 -27 29 -29 right_child=1 4 5 8 -6 13 -8 17 9 -11 23 12 -14 -15 22 -17 -18 19 -20 -21 -22 25 -24 24 -26 26 -28 28 -30 -31 leaf_value=-0.0099346197497714589 0.00051025173883301243 0.0082783656280941229 -0.0053428593598505436 0.0031121920414938675 0.010797467801418935 -0.0018919961715091879 -0.0082496782309673215 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24025 5589 1818 9744 795 1703 1348 481 261 246 is_linear=0 shrinkage=0.01 Tree=331 num_leaves=31 num_cat=0 split_feature=6 46 5 6 2 2 4 3 5 46 28 6 5 2 3 2 3 3 3 2 3 6 5 5 3 6 4 6 3 0 split_gain=969.789 264.268 183.346 152.134 116.235 102.633 78.7891 70.4433 66.2902 62.4597 77.7509 60.2982 59.876 46.702 55.9124 46.3248 45.5292 66.8535 44.2932 43.9626 122.245 49.5472 43.7559 43.615 46.7754 40.0197 36.2114 68.7405 32.2536 32.9626 threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 30.500000000000004 0.48581488933601619 0.040202020202020204 20.500000000000004 0.48846085567193326 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 52.500000000000007 5.5000000000000009 0.2573593073593074 0.95260557053009898 0.62532051282051293 0.92342186961021067 0.87439320388349528 0.94754041967664271 0.31158186076218869 0.6586800573888093 15.500000000000002 1.5000000000000002 5.5000000000000009 0.99938118811881205 2.5000000000000004 27.500000000000004 3.5000000000000004 0.75103305785123975 1.0000000180025095e-35 decision_type=2 2 10 2 2 2 8 2 10 2 2 2 10 2 2 2 2 2 2 2 2 2 10 10 2 2 10 2 2 2 left_child=1 4 5 12 22 26 -3 15 -8 10 -7 16 13 14 18 -6 17 19 28 -11 -21 -22 -1 24 -24 -12 27 -2 -4 -30 right_child=2 6 3 -5 7 9 8 -9 -10 11 25 -13 -14 -15 -16 -17 -18 -19 -20 20 21 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0023121439599149548 -0.0064829474327827387 -0.0017634526081760243 0.0042932333946604931 -0.007042847221195539 0.00045227561689244796 -0.00041708400764141362 0.0011692057912040584 0.0057387508891914175 -0.0021525149095671706 -0.0037091182405640903 0.0040832864727373391 -0.0034396238392187433 0.0019422218113455362 -0.0046919495820595533 -0.0079862870188825326 0.0037868831464980958 -0.0053978653156467587 0.0045075737892200833 0.021391257558373216 -0.0016317826062321301 0.00089158462710833559 0.009444590890047776 -0.0018445623470003717 0.0067720181561396935 0.004613635187791891 -0.0048860542991875575 0.0019241039057289161 0.0012892018700240207 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28.033 27.9225 26.0348 29.8113 25.5881 25.0786 24.404 threshold=0.011652591172605703 0.99473056197166454 0.00014260681928130004 1.0000000180025095e-35 5.5050000000000008 1.0000000180025095e-35 0.78322452306747448 1.0000000180025095e-35 0.99989646673202526 0.51461192965507518 2.5450000000000004 6.1143434777477532e-06 0.00099748477805400022 1.0000000180025095e-35 2.3850000000000002 5.6650000000000009 0.2688089013099671 1.0000000180025095e-35 2.9750000000000005 1.0000000180025095e-35 1.0000000180025095e-35 6.4450000000000012 0.66751700680272119 2.9150000000000005 5.8950000000000005 0.65440738201141369 66.500000000000014 3.5000000000000004 4.745000000000001 1.0000000180025095e-35 decision_type=2 2 2 2 8 2 2 2 2 2 10 2 2 2 10 8 2 2 10 2 2 10 2 10 8 2 2 2 10 2 left_child=2 3 11 4 7 15 10 9 17 20 22 -1 -7 14 -11 19 -12 18 -3 -4 23 29 27 -2 -13 -6 -27 -5 -14 -20 right_child=1 8 5 6 25 12 -8 -9 -10 13 16 24 28 -15 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 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910.09162085130811 171.16838322300464 1370.3517540767789 950.85567723959684 327.99943996593356 132.11864319816232 19.481986571103334 67.637176513671875 93.235384359955788 958.77514644525945 449.42184577602893 320.09816743433475 28.125740058720112 138.4123709872365 687.01843811385334 38.116697251796722 leaf_count=491840 1658 6715 24706 1534 2867 31640 8432 1805 125331 1267 15684 112010 11740 178 5368 2623 6243 7373 2010 3669 123 396 435 12284 15461 3127 156 681 13629 195 internal_value=0 0.00640019 -0.00793041 0.00234303 -6.43593e-05 -0.00371562 0.00383981 -0.00137217 0.0102583 -0.00214665 0.00273234 -0.00947435 -0.00220646 0.000109647 -0.000239605 -0.00676508 0.00328811 0.00798533 0.00651115 -0.00739274 -0.00396757 0.00408167 -0.000685978 -0.00415259 -0.00822958 0.00484607 0.0068142 0.000356271 -0.000968132 0.00293423 internal_weight=0 18386 14895.1 8961.79 3435.77 3993.41 5526.02 2713.17 9424.23 2422.1 3950.68 10901.7 2671.37 1081.73 1046.62 1322.05 3398.18 1772.52 821.668 1150.88 1340.37 433.753 552.493 1320.89 2917.06 722.604 348.224 459.258 1596.82 366.116 internal_count=911180 203862 707318 61842 28833 88007 33009 22683 142020 20878 24577 619311 57009 6813 6635 30998 21927 16689 9316 28375 14065 2601 2650 13942 127471 6150 3283 2215 25369 2205 is_linear=0 shrinkage=0.01 Tree=333 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 11 10 11 11 10 11 1 10 10 10 2 10 1 10 3 11 10 2 2 10 10 10 1 split_gain=16665.3 2867.93 970.043 548.207 290.592 233.488 201.796 114.219 94.2356 72.7784 71.2161 68.4334 62.2282 48.6451 90.6967 43.8051 35.6175 77.3517 35.2459 33.1325 30.8392 29.4772 28.8232 28.8112 40.597 41.7838 28.3576 28.2835 27.5992 26.4642 threshold=0.011652591172605703 0.99473056197166454 0.00014260681928130004 -1.0000000180025095e-35 6.5450000000000008 -3.4999999999999996 0.65440738201141369 0.99989646673202526 4.9050000000000011 0.65440738201141369 0.0013712961226701001 2.5450000000000004 6.1143434777477532e-06 -380.49999999999994 2.9750000000000005 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1917 22203 2474 810 32 79523 16389 1691 7062 383 57 72 13089 4212 10018 695 internal_value=0 0.00636468 -0.00790987 0.00232093 -0.00151132 -0.00369011 0.00391807 0.0102393 -0.00293145 -0.00184276 -0.00228318 0.00257742 -0.00946469 0.00794681 0.00584715 -0.00785889 0.006299 0.00402446 -0.00859242 -0.00821023 0.00309771 -0.000674556 0.00298532 -0.00681743 -0.00038205 0.0115867 -0.00390776 -0.00081037 -0.00738441 -0.0037344 internal_weight=0 18304.4 14785.1 8956.69 2634.76 3980.91 6321.94 9347.66 2227.45 1739.98 2976.4 4044.54 10804.1 1763.35 678.711 1004.51 2277.4 528.649 894.183 2894.81 3486.68 557.852 3437.59 487.471 60.8801 19.3379 1415.28 1561.12 1813.96 201.255 internal_count=911180 203862 707318 61842 23873 88007 37969 142020 19976 12990 65182 26298 619311 16689 8502 22825 11671 3284 22235 127471 23677 2621 23451 6986 512 129 40966 24216 89541 930 is_linear=0 shrinkage=0.01 Tree=334 num_leaves=31 num_cat=0 split_feature=10 6 10 10 10 10 10 6 10 5 5 5 6 6 5 38 10 5 6 10 10 6 6 0 10 10 10 6 6 10 split_gain=3198.91 328.186 252.168 238.698 135.04 236.254 123.068 89.8404 87.6016 160.708 74.224 68.5144 64.8617 62.2894 54.9026 48.8222 46.4013 67.8637 54.1247 40.3178 40.288 34.8896 29.6959 29.1003 28.7964 85.7546 68.6597 28.7814 50.6741 63.5454 threshold=2.9750000000000005 53.500000000000007 2.9750000000000005 4.1150000000000011 5.5050000000000008 4.3750000000000009 9.1600000000000019 1.5000000000000002 5.9350000000000014 2.5000000000000004 1.5000000000000002 2.5000000000000004 30.500000000000004 154.50000000000003 3.5000000000000004 1.0000000180025095e-35 6.2550000000000008 1.5000000000000002 26.500000000000004 6.6150000000000011 2.6250000000000004 35.500000000000007 83.500000000000014 1.0000000180025095e-35 4.785000000000001 4.995000000000001 4.9850000000000012 18.500000000000004 44.500000000000007 5.5750000000000011 decision_type=10 2 8 10 10 10 10 2 10 10 10 10 2 2 10 2 10 10 2 10 10 2 2 2 10 10 10 2 2 10 left_child=2 4 20 -3 5 11 16 15 -5 13 24 -2 23 22 -8 -7 27 18 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4.3750000000000009 -335.49999999999994 4.995000000000001 4.5000000000000009 9.1600000000000019 4.9850000000000012 1.0000000180025095e-35 0.97385509227614497 2.9750000000000005 17.500000000000004 -71.499999999999986 -131.49999999999997 -265.49999999999994 -64.499999999999986 0.98936170212765973 36.500000000000007 -65.499999999999986 -147.49999999999997 -23.499999999999996 1.0000000180025095e-35 -371.49999999999994 7.5550000000000006 -342.49999999999994 -60.499999999999993 decision_type=10 10 2 8 10 10 10 10 10 2 10 10 2 2 8 2 8 10 8 10 2 2 8 10 8 2 8 10 8 10 left_child=1 3 5 -1 24 6 16 8 11 -9 17 -8 -11 26 -3 -13 -2 18 -7 20 21 -16 -23 -12 -4 -15 27 -6 -10 -19 right_child=2 14 4 -5 13 10 7 9 28 12 23 15 -14 25 19 -17 -18 29 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0050548572055629758 -0.0023784995540668198 3.6598214378309853e-06 -0.0025332997927999014 0.0092101436299304555 -0.007283193720904477 0.0026311204187096176 -0.0033336930782444903 -0.00091498919681348224 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88159 111334 63614 24513 14636 11798 2569 25558 24330 5292 215074 2418 50551 47720 is_linear=0 shrinkage=0.01 Tree=336 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 10 11 11 11 10 6 5 6 10 10 6 10 0 10 6 10 5 11 6 5 10 6 6 10 split_gain=16337.2 2838.23 968.722 289.432 115.254 92.1938 75.5115 66.5482 62.7924 55.2454 45.2664 43.3378 32.6834 28.3592 27.8917 26.494 25.203 50.1876 28.5092 27.0971 27.0908 23.9798 27.2084 23.3082 22.362 22.262 21.4105 21.078 20.7025 20.2131 threshold=0.011652591172605703 0.99473056197166454 0.00014260681928130004 0.65440738201141369 0.99989646673202526 5.4750000000000005 5.4450000000000012 0.00099748477805400022 6.1143434777477532e-06 0.13270235061645502 4.8650000000000011 14.500000000000002 2.5000000000000004 421.50000000000006 5.8950000000000005 5.995000000000001 12.500000000000002 6.0750000000000011 1.0000000180025095e-35 9.7700000000000014 328.50000000000006 3.3550000000000004 2.5000000000000004 0.8784809708595277 17.500000000000004 4.5000000000000009 6.3850000000000007 4.5000000000000009 1.0000000180025095e-35 6.0250000000000012 decision_type=2 2 2 2 2 8 10 2 2 2 8 2 10 2 10 10 2 10 2 10 2 8 10 2 2 10 10 2 2 10 left_child=2 3 8 6 -3 7 9 -4 -1 -2 12 -7 -5 23 -10 24 17 18 28 -19 25 -11 -23 -12 -13 26 -18 -9 -8 -25 right_child=1 4 5 10 -6 11 16 27 14 21 13 15 -14 -15 -16 -17 20 19 -20 -21 -22 22 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=-0.0099171459537121653 -0.00065164677565743138 0.007906158727925626 -0.0063481785684095906 0.0036152791552457098 0.010758008215122719 -0.0025395608973099275 0.010610664851907339 -0.0023719563205886179 -0.0084913583351355123 -1.1386655013323055e-05 0.0042670372845834692 0.010467641202299247 -0.0037645774271843043 -0.0051764138401958967 -0.0050012897034186895 0.0048268951222512789 0.0043227000087815975 -0.0023252978462968556 -8.525293624059936e-05 0.017335111958544366 -0.0048736018360352965 0.0025365777032378802 -0.0022111241741566219 0.0073216853636322342 -0.0017962232570344864 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63.6125 60.8425 58.3101 55.0173 54.8761 69.2165 50.1678 threshold=2.9750000000000005 -361.49999999999994 53.500000000000007 2.9750000000000005 4.1150000000000011 5.5050000000000008 4.3750000000000009 -335.49999999999994 4.995000000000001 4.5000000000000009 9.1600000000000019 4.9850000000000012 1.0000000180025095e-35 0.97385509227614497 2.9750000000000005 17.500000000000004 -71.499999999999986 -131.49999999999997 -265.49999999999994 -64.499999999999986 0.98936170212765973 36.500000000000007 -65.499999999999986 -147.49999999999997 -23.499999999999996 1.0000000180025095e-35 -342.49999999999994 -367.49999999999994 7.5550000000000006 -60.499999999999993 decision_type=10 10 2 8 10 10 10 10 10 2 10 10 2 2 8 2 8 10 8 10 2 2 10 10 8 2 8 8 10 10 left_child=1 3 5 -1 24 6 16 8 11 -9 17 -8 -11 27 -3 -13 -2 18 -7 20 21 -16 -23 -12 -4 -15 -10 28 -6 -19 right_child=2 14 4 -5 13 10 7 9 26 12 23 15 -14 25 19 -17 -18 29 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0049947536705047951 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11 11 1 10 5 10 10 6 1 3 1 10 3 5 6 5 10 1 10 split_gain=15834.7 2808.17 969.527 537.839 269.901 231.181 193.249 118.031 88.0678 84.291 69.4716 69.0366 63.8971 48.3989 88.1501 48.0014 41.7047 34.3443 33.9059 33.6355 33.6315 36.3791 29.8927 76.4521 29.8749 29.6075 29.5963 28.671 28.5333 86.4107 threshold=0.011652591172605703 0.99473056197166454 0.00014260681928130004 -1.0000000180025095e-35 6.5450000000000008 -3.4999999999999996 0.78322452306747448 0.99989646673202526 4.9050000000000011 2.5450000000000004 0.65440738201141369 0.0013712961226701001 6.1143434777477532e-06 -380.49999999999994 2.9750000000000005 1.5000000000000002 2.1250000000000004 8.3400000000000016 455.50000000000006 -348.49999999999994 0.54186137071651097 -89.499999999999986 6.1150000000000011 0.37529342723004699 6.5000000000000009 1.5000000000000002 7.5000000000000009 4.745000000000001 -57.499999999999993 6.1250000000000009 decision_type=2 2 2 8 8 8 2 2 10 10 2 2 2 10 10 10 10 10 2 10 2 10 8 2 10 2 8 10 10 8 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0.0110748 -0.000751606 -0.0015445 -0.00728522 internal_weight=0 17952.9 14370.6 8914.77 2607.56 3932.02 6307.21 9038.08 2210.62 4495.41 1732 2948.05 10438.6 1728.82 662.774 3896.86 983.968 873.385 1811.81 2815.44 598.542 356.173 1790.66 429.506 478.611 242.369 9.25866 1551.76 142.222 53.8178 internal_count=911180 203862 707318 61842 23873 88007 37969 142020 19976 28347 12990 65182 619311 16689 8502 25475 22825 22235 9622 127471 2872 1707 9530 2814 6986 1165 80 24216 1097 363 is_linear=0 shrinkage=0.01 Tree=340 num_leaves=31 num_cat=0 split_feature=6 46 5 6 2 2 4 3 5 6 5 3 2 3 2 3 46 28 5 5 3 18 4 6 3 5 6 3 5 3 split_gain=847.391 235.173 171.565 136.459 108.104 98.3602 74.9774 67.614 61.3924 52.7829 51.6269 50.2397 43.8801 52.9086 43.1741 42.2867 42.0972 57.892 39.979 41.1885 44.2079 33.3171 33.2903 64.5523 32.5172 31.8702 29.6318 28.2057 25.9735 25.6834 threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 30.500000000000004 0.48581488933601619 0.040202020202020204 20.500000000000004 0.48846085567193326 2.5000000000000004 53.500000000000007 5.5000000000000009 0.92342186961021067 0.2573593073593074 0.95260557053009898 0.62532051282051293 0.94754041967664271 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 0.99938118811881205 1.0000000180025095e-35 27.500000000000004 3.5000000000000004 0.90045045045045058 1.5000000000000002 23.500000000000004 0.75103305785123975 1.5000000000000002 0.76103179753406891 decision_type=2 2 10 2 2 2 8 2 10 2 10 2 2 2 2 2 2 2 10 10 2 2 10 2 2 10 2 2 8 2 left_child=1 4 5 10 18 22 -3 14 -8 11 12 24 13 15 28 27 17 -11 21 20 -20 29 23 -2 -7 -26 -24 -4 -6 -1 right_child=2 6 3 -5 7 9 8 -9 -10 16 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 26 -25 25 -27 -28 -29 -30 -31 leaf_value=0.002853444794645112 -0.0063710580763652117 -0.0017644214991842076 0.0041174556134731446 -0.0068762085935489036 0.0017235554872704992 -0.00092656209765732041 0.0011322252034326084 0.0056098203470299869 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42.911228549666703 75.737993413582444 267.69153854716569 185.27756729815155 137.43740217760205 634.23415131121874 leaf_count=46141 8567 33763 2462 77549 7160 216340 108287 32184 18123 52767 5367 18063 29431 3783 35950 99 123110 12996 16191 1491 1936 3305 14757 8936 1479 2363 5897 8026 3067 11590 internal_value=0 0.0015976 -0.00165002 -0.00411567 0.00280862 -0.00121349 0.000398855 0.00400021 0.000824581 -0.00153625 -0.00205392 -0.00101099 -0.00304372 -0.000450996 0.00292722 0.00128972 -0.0023847 -0.00130629 0.00168283 -0.000196262 -0.000870079 0.00219628 0.0010368 -0.00111497 -0.000837154 0.00435342 0.00194753 0.00063972 0.000357585 0.002397 internal_weight=0 16199.8 15940.1 2397.58 8058.59 13542.5 8141.19 3914.89 6802.48 11843.8 1372.51 7315.07 1088.9 408.112 2349.01 330.797 4528.7 2011.77 4143.7 889.251 809.865 3254.45 1698.76 505.178 7006.78 118.649 1193.58 320.214 511.481 3131.22 internal_count=911180 319188 591992 126717 159015 465275 160173 78361 126410 427118 49168 238245 43801 14370 46177 10587 188873 65763 80654 19618 18127 61036 38157 17503 220182 3842 20654 10488 10227 57731 is_linear=0 shrinkage=0.01 Tree=341 num_leaves=31 num_cat=0 split_feature=10 6 10 10 10 10 10 3 6 3 3 6 3 3 6 10 3 3 3 10 3 10 10 3 10 6 10 6 3 3 split_gain=2898.26 299.145 239.712 222.848 124.468 214.088 112.375 97.5918 84.4613 67.0046 64.7938 59.9498 56.6845 52.4454 46.0675 42.7454 82.8341 59.3971 39.4155 38.8935 37.3964 32.1909 31.7955 65.9041 37.3341 43.8708 35.2959 43.4232 35.7154 34.9683 threshold=2.9750000000000005 53.500000000000007 2.9750000000000005 4.1150000000000011 5.5050000000000008 4.3750000000000009 9.1600000000000019 0.97385509227614497 1.5000000000000002 1.0000000180025095e-35 0.7696153846153847 30.500000000000004 0.99938118811881205 0.78956442831215978 23.500000000000004 6.2550000000000008 0.92342186961021067 0.88944444444444459 0.99938118811881205 2.6750000000000003 0.71940522036799326 4.535000000000001 5.8550000000000013 0.62871870397643603 7.5550000000000006 89.500000000000014 5.8750000000000009 107.50000000000001 0.79225774225774237 0.59943502824858774 decision_type=10 2 8 10 10 10 10 2 2 2 2 2 2 2 2 10 2 2 2 10 2 10 10 2 10 2 10 2 2 2 left_child=2 4 19 -3 5 -2 15 22 -7 21 -11 -4 -9 14 -12 -6 17 -17 -15 -1 -13 -10 -5 24 29 -26 27 28 -25 -24 right_child=1 3 11 7 6 8 -8 12 9 10 13 20 -14 18 -16 16 -18 -19 -20 -21 -22 -23 23 26 25 -27 -28 -29 -30 -31 leaf_value=0.0037092168575663517 -0.00021385468752513516 -7.5897668261146298e-05 0.0065798129032277686 -0.0063818501070000578 -0.00048378684129538692 -0.0019789285609951492 -0.0052959730672315717 0.0049650977468862429 -0.0072690332773571956 -0.0052979621422388299 -0.0054442737437695723 0.0045811113035096399 -0.0062049638454879106 -0.0050671756093329393 0.0073138809536821047 0.0022002544302688783 -0.0018120154923044558 0.0095773451967495603 -0.0001665505749796381 0.0018723065924214066 -0.0025787801640343635 0.00099161606326497861 -0.0045844242774223491 -0.010161142188279427 -0.0045528497385213165 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31.3235 29.9975 29.1793 28.3827 28.2252 25.8029 25.5521 25.2589 24.9361 23.0977 64.5638 23.6663 threshold=0.011652591172605703 0.99473056197166454 0.00014260681928130004 1.0000000180025095e-35 5.4650000000000007 1.0000000180025095e-35 0.78322452306747448 0.99989646673202526 0.51461192965507518 2.5450000000000004 6.1143434777477532e-06 0.00099748477805400022 2.5000000000000004 20.500000000000004 5.2150000000000007 1.0000000180025095e-35 2.9750000000000005 5.6650000000000009 0.42807881773399015 1.0000000180025095e-35 6.4450000000000012 0.38913470993117016 5.8950000000000005 4.745000000000001 0.78322452306747448 1.0000000180025095e-35 2.5750000000000006 6.1150000000000011 0.62470657276995312 6.1250000000000009 decision_type=2 2 2 2 8 2 2 2 2 10 2 2 10 8 10 2 10 8 2 2 10 2 10 10 2 2 10 10 2 10 left_child=2 3 10 4 8 17 9 15 25 21 -1 -7 13 14 -11 16 -3 -4 -16 -10 -18 -5 -12 -13 -6 -2 -15 -8 29 -29 right_child=1 7 5 6 24 11 27 -9 19 12 22 23 -14 26 18 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 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52.662110209465027 65.492343693971634 923.26500231027603 362.95242559164762 170.11971445474774 184.13253205642104 33.503460437059402 65.81664365530014 352.12816897779703 245.78727934882045 680.39663671329618 292.02382316067815 19.260894060134888 2565.4100345149636 8.5727807283401471 69.348543293774128 216.98726153373718 leaf_count=491840 15058 6715 28375 954 3469 31640 6797 125331 7092 1129 115111 11740 3161 248 382 7373 2205 2623 1120 172 396 1696 12360 13629 2921 121 15887 44 473 1118 internal_value=0 0.00620909 -0.00781051 0.00224779 -0.000112138 -0.00357771 0.00370121 0.0101562 -0.00136757 0.00263351 -0.00941827 -0.00208957 0.00319314 0.00356761 0.000741045 0.00778836 0.00629524 -0.00663683 0.00392051 0.000823156 0.00391958 -0.000817583 -0.00812038 -0.000888669 0.00449774 -0.00310062 0.00401052 0.00641306 0.00389365 0.00648806 internal_weight=0 17829.2 14226.5 8898.53 3391.59 3916.2 5506.94 8930.63 2665.64 3951.27 10310.3 2634.59 3399.93 3028.31 410.236 1717 793.735 1281.62 249.625 1177.36 428.769 551.336 2789.17 1583.48 725.948 1488.28 2618.07 1555.67 294.909 225.56 internal_count=911180 203862 707318 61842 28833 88007 33009 142020 22443 24577 619311 57009 21927 18766 2631 16689 9316 30998 1502 7264 2601 2650 127471 25369 6390 15179 16135 8432 1635 1162 is_linear=0 shrinkage=0.01 Tree=343 num_leaves=31 num_cat=0 split_feature=11 11 11 46 10 11 46 28 11 11 11 10 11 11 38 38 46 10 10 18 10 10 28 10 10 10 11 10 3 10 split_gain=15335.6 2883.71 858.324 306.566 194.725 171.436 162.597 126.114 120.593 97.4048 64.9431 47.8409 46.8525 40.1349 35.3061 32.8324 32.5959 52.6279 31.2455 30.3853 53.0276 34.0411 30.0635 29.1659 28.8641 28.2154 27.7365 26.5273 52.8985 25.1166 threshold=0.0089773964136838514 0.99473056197166454 0.00014260681928130004 1.0000000180025095e-35 5.4650000000000007 0.3781151175498963 1.0000000180025095e-35 1.0000000180025095e-35 0.99989646673202526 0.2688089013099671 6.1143434777477532e-06 2.5450000000000004 0.00099748477805400022 0.8784809708595277 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.9750000000000005 6.6750000000000007 1.0000000180025095e-35 4.9050000000000011 5.0450000000000008 1.0000000180025095e-35 4.745000000000001 6.4450000000000012 5.8950000000000005 0.65440738201141369 6.0450000000000008 0.38913470993117016 2.9150000000000005 decision_type=2 2 2 2 8 2 2 2 2 2 2 10 2 2 2 2 2 10 8 2 10 10 2 10 10 10 2 10 2 10 left_child=2 3 10 4 7 11 18 9 16 15 -1 -5 -8 -7 19 29 17 -3 22 20 -11 -21 -4 -14 -19 -12 -6 -15 -29 -2 right_child=1 8 6 5 26 13 12 -9 -10 14 25 -13 23 27 -16 -17 -18 24 -20 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.009894237481975085 -0.0021395634820356364 0.0090671524856700218 -0.0078949179021408147 -0.0010328248846699316 0.0025365460332784084 0.0043097898433991141 -0.0038732582544687005 0.0047238726109441196 0.010707644793715543 -0.00014759720298406802 -0.0084147862245365895 0.0024517625727427973 -0.0023214039144601978 0.0075344687174082386 0.0087538384184373871 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6494 115111 19068 10812 5275 207 104 7373 2205 968 180 1965 200 3855 12545 396 12360 3333 561 867 11235 internal_value=0 0.00606883 -0.00792353 0.00213575 -0.000206825 0.00356395 -0.00375101 -0.00144065 0.0101373 -0.00219006 -0.00940829 0.00190355 -0.00227444 0.00537773 -0.000423102 -0.00445489 0.00775026 0.00626117 -0.0067794 -0.000704482 -0.00109341 0.00518468 -0.00728027 -0.00107558 0.00388734 -0.00810043 0.00434062 0.0067591 0.00387496 -0.00464999 internal_weight=0 18021.2 13854.6 9163.11 3470.57 5692.54 3636.18 2729.89 8858.12 2434 10218.5 2971.94 2444.36 2720.6 1367.28 1066.71 1708.24 790.098 1191.82 1326.61 1244.42 82.183 1087.73 1396.91 428.008 2768.19 740.68 1186.23 251.335 1053.68 internal_count=911180 207225 703955 65205 30184 35021 84644 23631 142020 21731 619311 21257 54997 13764 9046 12685 16689 9316 29647 8839 8459 380 28679 23357 2601 127471 6553 6703 1428 12581 is_linear=0 shrinkage=0.01 Tree=344 num_leaves=31 num_cat=0 split_feature=6 5 6 5 3 3 3 4 5 6 5 3 3 4 4 8 3 3 3 3 3 5 3 4 3 3 3 6 3 6 split_gain=794.528 166.422 130.154 108.767 86.532 75.8613 149.792 79.4155 70.1609 63.6011 48.287 46.7186 46.6111 39.858 37.9123 35.7141 34.6586 30.2458 48.0112 42.2084 29.3065 30.5939 30.212 73.4099 41.474 32.1545 69.2352 69.8727 26.763 26.7368 threshold=1.5000000000000002 2.5000000000000004 30.500000000000004 2.5000000000000004 0.96178188899707895 0.51530771633864425 0.48492424242424242 27.500000000000004 5.5000000000000009 53.500000000000007 5.5000000000000009 0.92342186961021067 0.33477011494252878 28.500000000000004 20.500000000000004 1.0000000180025095e-35 0.44491129785247435 0.74213338610726309 0.95260557053009898 0.94754041967664271 0.90045045045045058 1.5000000000000002 1.0000000180025095e-35 27.500000000000004 0.35319472616632858 0.68783602150537648 0.66349106014087067 15.500000000000002 0.57099035933391773 45.500000000000007 decision_type=2 10 2 10 2 2 2 8 10 2 10 2 2 10 8 2 2 2 2 2 2 10 2 8 2 2 2 2 2 2 left_child=3 4 10 5 9 6 7 15 -5 11 17 20 -9 14 -11 -1 -10 -3 19 -19 22 -22 23 -2 -24 26 -26 -28 -7 -29 right_child=1 2 -4 8 -6 28 -8 12 16 13 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 24 -25 25 -27 27 29 -30 -31 leaf_value=-0.00077104361750423363 -0.0044903466091495911 -0.0042461269496999526 -0.0067975767222002515 -0.0024395745678448552 0.0015553821878877773 -0.0016647714458219384 0.0044008558249649249 0.0024400260669713335 0.0057263848151870743 -0.0030629399489307224 0.0016626750724857704 -0.0046040763207864507 -0.00011255792936614529 -0.0030057081724445501 0.00029599838910964073 0.010497136374187914 -0.0031073037780136189 0.00033807177483973129 -0.0078492224680552242 0.020667759803111099 -0.0024836544504209242 0.0081842263571558303 -0.0029009615236253064 0.0018486913538853589 -0.00070088027975011877 -0.0019746752622327576 -0.00034831240915138067 0.0088451305239964761 0.00099586239430183893 -0.0046545713831308124 leaf_weight=1394.6644844412804 224.71693702228367 693.22881060652435 1000.3142960732803 1006.2992927115411 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2.4350000000000005 -3.4999999999999996 0.65440738201141369 0.99989646673202526 2.5450000000000004 6.1143434777477532e-06 0.2688089013099671 0.0013712961226701001 -380.49999999999994 2.9750000000000005 0.78322452306747448 1.5000000000000002 2.1250000000000004 8.3400000000000016 6.1150000000000011 -57.499999999999993 -56.499999999999993 -348.49999999999994 4.8050000000000006 2.5000000000000004 7.6450000000000005 5.245000000000001 -250.49999999999997 -67.499999999999986 6.0450000000000008 2.6250000000000004 decision_type=2 2 2 8 10 8 2 2 10 2 2 2 10 10 2 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 left_child=2 3 9 6 14 11 8 12 -2 -1 -6 -4 13 -3 -5 25 -7 -18 -8 23 -21 -11 -13 24 -20 29 -27 -28 -29 -10 right_child=1 7 5 4 10 16 18 -9 15 21 -12 22 -14 -15 -16 -17 17 -19 19 20 -22 -23 -24 -25 -26 26 27 28 -30 -31 leaf_value=-0.0098886101057586561 -0.00073187545966775904 0.0090110429161169032 -0.0037346643801221121 0.0016550575427562494 -0.0055004819149983885 -0.0021956733537482447 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5885 25799 21782 21232 11671 3284 750 127471 21896 2534 1820 17252 4621 3746 1315 12631 is_linear=0 shrinkage=0.01 Tree=346 num_leaves=31 num_cat=0 split_feature=1 2 5 5 5 1 3 2 46 2 2 3 3 3 3 1 1 3 1 3 2 3 3 1 3 1 1 5 5 1 split_gain=573.803 204.387 164.479 106.219 114.573 92.59 88.2801 72.3672 69.5845 56.8877 67.6693 55.4438 52.4638 135.509 54.4004 46.9749 62.0549 43.0254 41.2386 42.3282 72.0191 41.1781 38.5492 62.9758 35.7589 28.5416 51.768 26.305 70.867 38.5865 threshold=-2.4999999999999996 0.028778467908902653 2.5000000000000004 3.5000000000000004 5.5000000000000009 -8.4999999999999982 0.50155279503105599 0.50144508670520238 1.0000000180025095e-35 0.98936170212765973 0.75110619469026563 0.34514106583072107 0.51234756097560985 0.48846085567193326 0.25108695652173912 -66.499999999999986 -65.499999999999986 0.54186137071651097 -144.49999999999997 0.87439320388349528 0.081725417439703116 0.33248299319727892 0.20112359550561798 -63.499999999999993 0.76230831315577086 -75.499999999999986 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80.820218585431576 1474.8560791648924 668.13223067484796 3.5180062185972947 1271.0831460841 88.844926241785288 14.37919753231108 634.48606063425541 166.28426352143288 66.100171439349651 6.8575196117162696 12.157767534255983 14.331677086651323 629.1549425162375 283.75752771273255 62.586501732468605 4.5541155189275742 leaf_count=491840 575 8502 40966 11627 21782 4036 125331 330 37930 18437 7334 10024 89541 698 13429 4592 37 6924 853 174 4998 2322 493 72 51 95 4493 2523 1137 34 internal_value=0 0.00599499 -0.00787926 0.00209416 -0.00369714 0.00361491 0.0100984 -0.00164604 -0.00938686 -0.00231038 0.00767304 0.0023486 -0.00805869 0.00100444 0.00140133 -9.71313e-05 -0.00333606 0.00601702 0.0089947 0.00706967 -0.0034828 -0.000879666 0.00681575 0.0027447 0.00435018 -0.00663564 0.000535113 0.000265319 0.00166012 0.019108 internal_weight=0 17842.1 13625.6 9146.82 3610.37 6502.82 8695.31 2644 10015.2 2711.09 1689.28 4258.1 2723.93 1029.47 2220.11 745.257 1614.53 2244.71 1042.67 22.4513 1592.08 1337.01 1370.53 99.4471 92.5896 26.4894 948.649 912.912 228.871 8.07212 internal_count=911180 207225 703955 65205 84644 40291 142020 24914 619311 62862 16689 28620 127471 8044 18596 5167 16870 11671 8187 245 16625 21896 7635 711 639 146 7346 7016 3459 71 is_linear=0 shrinkage=0.01 Tree=348 num_leaves=31 num_cat=0 split_feature=5 46 0 3 3 28 4 2 0 3 3 2 0 0 3 2 18 3 2 2 2 4 3 3 2 5 46 27 5 5 split_gain=366.59 220.236 138.27 136.663 97.0047 104.007 87.4903 122.755 152.049 67.73 65.8914 76.397 62.1495 44.5289 43.7468 62.5592 44.0189 56.5344 48.4657 38.4201 55.0334 37.7737 31.1862 30.5013 26.3269 24.5454 25.0711 24.245 22.8529 21.6534 threshold=2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.25108695652173912 1.0000000180025095e-35 20.500000000000004 0.028778467908902653 1.0000000180025095e-35 0.16749174917491746 0.47083130772970344 0.49184758529020828 1.0000000180025095e-35 1.0000000180025095e-35 0.31281565656565663 0.68438714235252573 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6 46 5 6 2 6 5 38 46 split_gain=743.108 212.291 156.6 125.091 99.7366 90.7852 69.2157 61.1379 54.273 46.7868 45.3306 44.232 41.5663 38.1087 37.5648 37.7879 36.952 38.2856 34.748 30.1521 29.4766 61.7417 28.6741 35.7029 28.2157 27.407 31.7803 26.5031 23.9648 21.3401 threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 30.500000000000004 0.48581488933601619 0.040202020202020204 20.500000000000004 0.50144508670520238 2.5000000000000004 53.500000000000007 0.074188739823414715 5.5000000000000009 0.37263814616755792 0.62532051282051293 28.500000000000004 20.500000000000004 1.5000000000000002 5.5000000000000009 4.5000000000000009 1.0000000180025095e-35 27.500000000000004 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 264.50000000000006 0.091372912801484213 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 10 2 2 2 8 2 10 2 2 10 2 2 10 8 10 10 2 2 10 2 2 10 2 2 2 8 2 2 left_child=1 4 5 11 16 20 -3 -6 -8 10 -7 12 18 27 15 -11 19 -18 22 28 21 -2 23 -4 -22 26 -12 -9 -1 -16 right_child=2 6 3 -5 7 9 8 13 -10 14 25 -13 -14 -15 29 -17 17 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0021683983513702087 -0.0062802292577415694 -0.0017371357688201173 0.0087708137306786935 -0.0066998062990373366 0.0054270685990701782 -0.0047921259919925224 0.0010705715934517838 0.0017829535845338192 -0.0020146118360318778 -0.0030303174788129006 0.0090230222930670866 0.0015870110832082519 -0.0049916185490891133 0.0035154161306985071 -0.0018945414188474632 0.00036051493514122133 -0.00089677439938943941 0.006521499948016353 -0.0029723435566352085 -0.0028159254400203239 0.002170193366116176 0.00135730526799411 -0.0013172791124407485 -0.0075481824395819208 -0.0067765766488071576 -0.00087687133260364362 -0.0021333794322317841 -0.0033915156925233714 0.0089284782927270163 -0.0036113561260951959 leaf_weight=2984.8568573156372 153.6388121843338 1306.3530397387221 82.576705934479833 973.09083361271769 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8502 51942 21782 21232 25799 10920 11671 3284 127471 7360 2821 1805 84 17252 4621 12631 is_linear=0 shrinkage=0.01 Tree=351 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 11 11 10 11 11 1 10 11 10 10 1 10 3 11 10 3 10 10 10 10 0 1 10 split_gain=14421.8 2827.52 859.848 505.903 250.317 207.388 192.37 126.217 67.0628 63.9689 60.4879 52.7053 47.2643 86.7308 44.9461 36.8907 36.4303 34.7292 34.2713 70.971 33.3427 32.3296 30.2167 28.7619 27.7684 44.8459 27.4754 25.5829 26.6933 58.0614 threshold=0.0089773964136838514 0.99473056197166454 0.00014260681928130004 -1.0000000180025095e-35 2.4350000000000005 -3.4999999999999996 0.65440738201141369 0.99989646673202526 6.1143434777477532e-06 2.5450000000000004 0.2688089013099671 0.0013712961226701001 -380.49999999999994 2.9750000000000005 0.78322452306747448 2.1250000000000004 8.3400000000000016 -348.49999999999994 6.1150000000000011 0.38119783996072654 0.068259380757808671 4.8050000000000006 0.38913470993117016 5.8950000000000005 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29.906 31.0537 29.1665 29.1001 39.4552 31.6473 28.5858 27.8822 26.3999 29.1361 24.9304 47.9367 24.7502 threshold=0.0089773964136838514 0.99473056197166454 0.00014260681928130004 1.0000000180025095e-35 5.4650000000000007 0.3781151175498963 1.0000000180025095e-35 0.99989646673202526 0.51461192965507518 6.1143434777477532e-06 5.2250000000000005 2.5450000000000004 0.8784809708595277 0.00073490195791230009 1.0000000180025095e-35 2.9750000000000005 6.6750000000000007 32.500000000000007 5.995000000000001 5.8950000000000005 20.500000000000004 5.2150000000000007 0.86715686274509818 6.4450000000000012 1.0000000180025095e-35 0.65440738201141369 5.5000000000000009 6.0450000000000008 0.62470657276995312 1.0000000180025095e-35 decision_type=2 2 2 2 8 2 2 2 2 2 10 10 2 2 2 10 8 2 10 8 8 10 2 10 2 2 8 10 2 2 left_child=2 3 9 4 8 11 16 14 29 -1 13 -5 -7 -8 15 -3 -4 -12 -19 -11 21 -13 -23 -17 -10 26 -6 -14 -29 -2 right_child=1 7 6 5 25 12 10 -9 24 19 17 20 27 -15 -16 23 -18 18 -20 -21 -22 22 -24 -25 -26 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2660.93 2515.13 346.119 211.73 422.967 1170.57 733.017 394.379 1170.51 249.579 1540.3 internal_count=911180 207225 703955 65205 30184 35021 84644 142020 23631 619311 54997 21257 13764 40077 16689 9316 29647 14920 5485 127471 19068 2663 1525 2601 7264 6553 3220 6703 1428 16367 is_linear=0 shrinkage=0.01 Tree=353 num_leaves=31 num_cat=0 split_feature=11 11 11 46 11 46 11 11 28 11 11 11 3 28 46 28 46 11 3 2 5 11 5 6 6 6 11 3 6 3 split_gain=14023.2 2803.1 860.624 276.876 158.202 156.324 142.907 128.995 69.5732 68.1349 43.6758 38.976 36.4423 34.8928 31.5254 28.858 28.52 19.48 19.0094 18.4611 34.9107 18.0994 17.6803 17.4606 16.8529 16.6722 16.3519 15.6296 15.627 15.0128 threshold=0.0089773964136838514 0.99473056197166454 0.00014260681928130004 1.0000000180025095e-35 0.3781151175498963 1.0000000180025095e-35 0.51461192965507518 0.99989646673202526 1.0000000180025095e-35 6.1143434777477532e-06 0.00099748477805400022 0.8784809708595277 0.38480769230769235 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.97252115607261669 0.8185736677115989 0.92365967365967383 3.5000000000000004 0.0019640936516224501 3.5000000000000004 26.500000000000004 28.500000000000004 283.50000000000006 0.13270235061645502 0.68199436222692045 50.500000000000007 0.5818926974664681 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 10 2 2 2 2 2 2 2 left_child=2 3 9 6 12 15 8 14 26 -1 -7 -6 -5 17 29 -4 -11 -8 -12 -13 -21 -17 -16 -23 -10 -15 27 -2 -24 -3 right_child=1 7 5 4 11 10 13 -9 24 16 18 19 -14 25 22 21 -18 -19 -20 20 -22 23 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0098609368385678322 -0.0029321645523477284 0.0069835282521194184 -0.007222668644982653 0.00025613188480357827 0.0040762695242229008 -0.0037104289733352457 0.00082216429514894696 0.010635909453455184 0.0044827908808771346 -0.0091627115293717396 -0.001519529614392241 0.0068727596911636792 0.0025834872981126428 0.0071415148735016146 0.0092247939422768332 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46908 19614 6025 15073 688 6601 2983 80563 3201 3743 608 70 677 750 407 469 21 5702 3165 22 2302 internal_value=0 0.00585318 -0.00779319 0.00201526 0.00337094 -0.00359323 -0.000223685 0.010022 -0.00207251 -0.00934475 -0.00214448 0.00512674 0.0017851 0.00202313 0.00751991 -0.00662188 -0.00797607 0.00152729 -0.00098716 0.0065028 0.00222792 -0.0024552 0.00880237 0.00202023 0.00311277 0.0065545 -0.00278346 -0.00363872 0.00408912 0.00603415 internal_weight=0 17519.8 13206.8 9121.93 5681.69 3562.75 3440.24 8397.85 1887.27 9644.08 2409.96 2696.36 2985.33 1552.97 1654.51 1152.79 2641.1 1399.8 1385.78 1167.28 92.9743 145.274 888.008 55.7106 227.56 153.172 1659.71 952.516 73.0417 766.501 internal_count=911180 207225 703955 65205 35021 84644 30184 142020 19248 619311 54997 13764 21257 10936 16689 29647 127471 10227 23357 6703 678 4067 7373 1084 1702 709 17546 11844 772 9316 is_linear=0 shrinkage=0.01 Tree=354 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 11 10 10 11 11 10 1 10 11 11 10 10 1 10 2 2 10 10 2 2 1 10 10 split_gain=13827 2790.91 861.007 481.585 244.409 203.111 185.818 130.55 87.1341 74.5766 68.6797 60.2184 51.2674 46.2588 86.7397 43.6437 42.634 37.3452 35.69 34.9961 30.155 64.624 29.0064 28.9164 27.321 41.0869 39.8682 25.9667 22.0668 20.3644 threshold=0.0089773964136838514 0.99473056197166454 0.00014260681928130004 -1.0000000180025095e-35 6.5450000000000008 -3.4999999999999996 0.78322452306747448 0.99989646673202526 4.9150000000000009 2.5450000000000004 6.1143434777477532e-06 0.65440738201141369 5.455000000000001 -380.49999999999994 2.9750000000000005 0.18897357583045957 0.00099748477805400022 2.1250000000000004 8.3400000000000016 -348.49999999999994 6.1150000000000011 0.62470657276995312 0.61572802197802212 5.8950000000000005 5.7250000000000005 0.61138079827400227 0.63673020527859248 -89.499999999999986 6.1250000000000009 2.3850000000000002 decision_type=2 2 2 8 8 8 2 2 10 10 2 2 10 10 10 2 2 10 10 10 8 2 2 10 10 2 2 10 8 10 left_child=2 3 10 6 8 12 9 13 11 22 -1 -5 16 14 -3 -11 -4 -7 -19 -12 -8 28 -2 -21 -10 -26 -27 -24 -22 -13 right_child=1 7 5 4 -6 17 20 -9 24 15 19 29 -14 -15 -16 -17 -18 18 -20 23 21 -23 27 -25 25 26 -28 -29 -30 -31 leaf_value=-0.0098554845831884553 0.00033744659038749229 0.0088990162156194815 -0.0044140848753092231 -0.0033104406498726735 0.005664466396666702 -0.0020084790985654701 0.0069536931782047933 0.01062428198410258 -0.0076223951789364973 0.001945129929922358 -0.0094577969656364311 0.0043889029402458604 0.00086438130783375003 0.008802540593011143 0.0014784467732777142 0.0040164879308153953 -0.001620880316661471 -0.008634821296450582 0.026818042291720405 -0.0075288040819678154 -0.0097645729333405533 -0.0030374704171999907 -0.01126735903673495 -0.0032663011789865531 -0.0060472987203721009 0.024584144120561046 -0.0040103552231845379 -0.0018612673602098071 0.0064914624852950359 -0.00028251760658225581 leaf_weight=6937.1116971829906 500.30776979029179 329.85582995787263 962.00739517435431 1094.2238635402173 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0.000511496 internal_weight=0 17448.4 13110.5 9118.27 2623.27 3551.89 6495 8330.1 2231.49 4720.11 9558.65 1755.68 2679.62 1646.58 631.364 4085.53 2227.03 872.274 772.303 2621.54 1774.89 431.674 634.579 1647.2 475.808 61.9814 19.6346 134.271 329.605 661.457 internal_count=911180 207225 703955 65205 24914 84644 40291 142020 20979 30669 619311 13619 62862 16689 8502 27597 51942 21782 21232 127471 9622 2862 3072 89541 7360 544 131 636 2120 4276 is_linear=0 shrinkage=0.01 Tree=355 num_leaves=31 num_cat=0 split_feature=11 11 11 46 11 46 11 11 11 11 11 3 46 46 11 3 2 6 11 11 6 3 11 0 3 6 6 6 6 0 split_gain=13634.5 2778.21 861.247 265.459 153.637 153.478 138.475 131.923 69.228 42.5684 38.5065 35.5056 31.0297 28.5718 18.8867 18.5905 18.0011 17.0108 16.7069 16.025 15.7635 14.938 14.1333 14.9043 13.8884 13.7845 13.0893 12.8433 17.5696 16.6422 threshold=0.0089773964136838514 0.99473056197166454 0.00014260681928130004 1.0000000180025095e-35 0.3781151175498963 1.0000000180025095e-35 0.51461192965507518 0.99989646673202526 6.1143434777477532e-06 0.00099748477805400022 0.8784809708595277 0.31281565656565663 1.0000000180025095e-35 1.0000000180025095e-35 0.97252115607261669 0.8185736677115989 0.92365967365967383 29.500000000000004 0.0016333823441527001 0.13270235061645502 786.50000000000011 0.5818926974664681 0.068259380757808671 1.0000000180025095e-35 0.87439320388349528 2.5000000000000004 115.50000000000001 1.0000000180025095e-35 107.50000000000001 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 8 6 11 18 19 12 -1 -7 24 22 21 -10 -8 -11 -12 -18 -4 -2 -14 -3 -5 -24 -6 -26 -23 29 -29 -13 right_child=1 7 5 4 10 9 14 -9 13 15 16 27 20 -15 -16 -17 17 -19 -20 -21 -22 26 23 -25 25 -27 -28 28 -30 -31 leaf_value=-0.0098500200948434761 -0.0028421219326364359 0.006917031103766718 -0.0075574761372622081 -0.001318182192701115 0.0035664041226908519 -0.0036615853633679158 0.0013444636223799886 0.01061271808431195 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2184 7061 1183 2302 16316 11969 4347 is_linear=0 shrinkage=0.01 Tree=356 num_leaves=31 num_cat=0 split_feature=11 11 11 46 46 11 11 11 11 11 11 3 46 46 38 18 38 18 2 2 2 2 3 3 2 5 5 2 11 11 split_gain=13443.4 2765.85 861.51 260.148 151.991 151.299 135.826 133.454 69.7734 41.9799 38.1907 34.7157 30.8337 28.5942 25.3526 25.2948 24.4788 24.4429 27.2742 33.8022 22.8503 21.6394 19.2576 18.2333 17.7485 33.2991 17.6872 17.2322 16.6827 16.5252 threshold=0.0089773964136838514 0.99473056197166454 0.00014260681928130004 1.0000000180025095e-35 1.0000000180025095e-35 0.3781151175498963 0.51461192965507518 0.99989646673202526 6.1143434777477532e-06 0.00099748477805400022 0.8784809708595277 0.38480769230769235 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.53873431533006011 0.71483516483516496 0.88478556841388711 0.54182569974554717 1.0000000180025095e-35 0.8185736677115989 0.92365967365967383 3.5000000000000004 3.5000000000000004 0.75110619469026563 0.0016333823441527001 0.97252115607261669 decision_type=2 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 10 2 2 2 left_child=2 3 8 6 28 11 16 12 -1 -6 -7 -5 -3 -10 15 20 17 22 -19 21 27 -20 -2 -11 -12 -26 -14 29 -4 -8 right_child=1 7 4 5 9 10 14 -9 13 23 24 -13 26 -15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0098445429050410503 -0.00024967784727332454 0.0059278480191855831 -0.0075315867119875894 0.00023306490787586772 -0.0036369292174618642 0.0039565118470023461 0.00052673287107862148 0.010601216516295611 -0.0091187236498640242 -0.0014815600274268265 0.0067294018171002905 0.0025025392427471056 0.0091115839507646471 -0.0069951452075132708 0.0099455939891587158 0.0061120182950783778 0.0077799736365997468 -0.0018242910307273326 0.038967399070163798 -0.0023120012770977876 0.0059711568159955767 0.011100092293078614 -0.0029790434100768525 0.0015617523400571812 0.0038547359870211356 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31.2956 26.1301 32.9816 23.9268 23.7496 23.7365 threshold=1.5000000000000002 -1.0000000180025095e-35 -126.49999999999999 31.500000000000004 2.5000000000000004 20.500000000000004 -66.499999999999986 160.50000000000003 2.5000000000000004 4.5000000000000009 -60.499999999999993 28.500000000000004 -8.4999999999999982 -64.499999999999986 2.5000000000000004 -34.499999999999993 -33.499999999999993 1.5000000000000002 -242.49999999999997 -64.499999999999986 -11.499999999999998 -143.49999999999997 -144.49999999999997 -173.49999999999997 -143.49999999999997 -56.499999999999993 -57.499999999999993 1.0000000180025095e-35 -43.499999999999993 6.5000000000000009 decision_type=2 8 8 2 10 8 10 2 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 2 10 10 left_child=1 5 7 12 6 10 11 17 -3 -10 13 -5 27 21 -7 -6 -17 18 -2 -8 -21 22 23 -1 -19 26 -12 -4 -27 -11 right_child=2 8 3 4 15 14 19 -9 9 29 25 -13 -14 -15 -16 16 -18 24 -20 20 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=0.001187221939070822 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9.03241600189358 10.127077946439385 1246.9659969480708 753.22895505838096 1297.3809090778232 93.09224506188184 480.82507541868836 27.927768750116229 59.766077617183328 93.52414767537266 158.84887615311891 19.394238153472543 44.091783108189702 162.82537183258682 94.974901615642011 leaf_count=8743 34985 129621 173132 32408 41122 123610 7913 40333 6453 223 475 65902 7034 1590 19477 149 701 73534 38825 59727 10224 13684 238 2813 4079 4123 278 1924 5949 1911 internal_value=0 0.00145129 -0.00150553 -0.000814514 -0.0018578 0.000359708 -0.00135598 -0.00375455 0.00288899 -0.000573579 -0.00156565 -0.000530161 -7.66059e-06 -0.000489645 0.000730364 -0.0063655 0.00750407 -0.00321702 -0.00217798 -0.0028213 -0.00222566 -0.0011158 0.00084074 6.90965e-05 -0.00444887 -0.00455412 -0.0115051 7.86975e-05 -0.00353492 0.00591798 internal_weight=0 15183.1 14878.6 11381.6 4963.55 8630.41 4466.34 3497.03 6552.7 370.25 1393.24 2856.48 6418.05 1024.4 7237.17 497.218 19.1595 2929.73 1589.24 1609.85 1390.47 930.859 450.033 422.106 1340.49 368.84 47.1657 6344.2 321.674 105.376 internal_count=911180 319188 591992 400236 218146 180980 176174 191756 138208 8587 37893 98310 182090 27068 143087 41972 850 151423 73810 77864 69951 25478 11794 11556 77613 10825 753 175056 10072 2134 is_linear=0 shrinkage=0.01 Tree=358 num_leaves=31 num_cat=0 split_feature=11 11 11 1 10 1 11 11 10 11 11 10 1 10 11 11 11 10 1 10 6 6 3 1 6 10 10 10 10 3 split_gain=13235.5 2750.68 861.574 463.408 239.957 200.131 178.895 134.95 72.8541 70.2948 55.8583 50.625 45.696 87.6124 42.5782 41.5848 41.217 37.8393 35.3307 35.1325 34.6661 32.9203 32.4611 35.9908 34.6766 29.2891 27.0802 43.0892 26.5553 69.6855 threshold=0.0089773964136838514 0.99473056197166454 0.00014260681928130004 -1.0000000180025095e-35 2.4350000000000005 -3.4999999999999996 0.78322452306747448 0.99989646673202526 2.5450000000000004 6.1143434777477532e-06 0.2688089013099671 5.455000000000001 -380.49999999999994 2.9750000000000005 0.78322452306747448 0.18897357583045957 0.00099748477805400022 2.1250000000000004 -348.49999999999994 8.3400000000000016 32.500000000000007 455.50000000000006 0.54186137071651097 -89.499999999999986 1.5000000000000002 5.8950000000000005 4.9050000000000011 5.5050000000000008 6.1150000000000011 0.37529342723004699 decision_type=2 2 2 8 10 8 2 2 10 2 2 10 10 10 2 2 2 10 10 10 2 2 2 10 2 10 10 10 8 2 left_child=2 3 9 6 14 11 8 12 22 -1 -6 16 13 -3 -5 -10 -4 -7 -11 -19 -13 28 23 -2 -24 -20 -12 -28 -8 -30 right_child=1 7 5 4 10 17 21 -9 15 18 26 20 -14 -15 -16 -17 -18 19 25 -21 -22 -23 24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0098387652086431056 -0.0087995360136196559 0.0088500187759674529 -0.0043331008163687975 0.0016085984049832131 -0.0053213654793230324 -0.0018917771240017844 0.0069329182805373674 0.010589121124426233 0.0019007691419832826 -0.0094215933566396213 -0.00097654028982306781 -0.00083968930612901246 0.0086898826647166458 0.0013433897339223278 0.0068210142854888923 0.0039212381221440983 -0.001574669129036535 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21202 79523 30 4033 92 563 1455 688 10018 1941 471 1097 1717 internal_value=0 0.00571382 -0.00770727 0.00193929 -0.00161633 -0.00349243 0.00337106 0.00994505 0.00235681 -0.00930234 -0.00340491 -0.00213818 0.00736477 0.00523878 0.00351764 0.00284563 -0.00276104 -0.00769268 -0.00789282 -0.0084531 0.000916759 0.00608898 -0.000796859 -0.0026636 0.00194496 -0.00699107 -0.00190098 -0.00459865 0.00623956 0.0040415 internal_weight=0 17223.1 12815.4 9102.8 2613.2 3518.37 6489.6 8120.29 4726 9297 1938.03 2660.55 1622.05 622.814 675.171 4091.78 2209.97 857.815 2562.84 758.399 450.583 1763.6 634.219 377.323 256.897 1612 1085.89 277.141 1742.43 417.831 internal_count=911180 207225 703955 65205 24914 84644 40291 142020 30669 619311 19029 62862 16689 8502 5885 27597 51942 21782 127471 21232 10920 9622 3072 1821 1251 89541 7211 2412 9530 2814 is_linear=0 shrinkage=0.01 Tree=359 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 11 10 11 11 10 6 3 5 10 10 6 11 10 5 10 5 6 6 3 3 6 10 6 0 split_gain=13050.6 2737.75 861.682 243.476 136.304 84.3289 70.8438 64.4252 50.2118 50.0287 42.2446 41.4242 41.4178 30.5425 30.1912 29.1488 26.6076 22.5378 22.1685 23.3199 21.1334 22.7136 23.7043 20.6955 34.9938 49.5053 20.6466 58.2606 26.6411 21.9116 threshold=0.0089773964136838514 0.99473056197166454 0.00014260681928130004 0.65440738201141369 0.99989646673202526 5.455000000000001 6.1143434777477532e-06 5.4450000000000012 0.00099748477805400022 0.13270235061645502 4.8650000000000011 14.500000000000002 0.22271825396825398 2.5000000000000004 5.8950000000000005 5.995000000000001 421.50000000000006 0.8784809708595277 3.3550000000000004 2.5000000000000004 8.3400000000000016 3.5000000000000004 50.500000000000007 17.500000000000004 0.66349106014087067 0.67806351061757264 12.500000000000002 6.0750000000000011 328.50000000000006 1.0000000180025095e-35 decision_type=2 2 2 2 2 8 2 10 2 2 8 2 2 10 8 10 2 2 8 10 8 10 2 2 2 2 2 10 2 2 left_child=2 3 6 7 20 8 -1 9 -4 -2 13 -7 -9 -5 -8 23 17 -12 -11 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687.35975730791688 2139.7502416456118 183.33257182128727 1367.8447290379554 725.87328743934631 647.01080038398504 7.0438015703111869 176.4086701143533 62.208746980875731 404.28349195420742 138.62811868917197 23.874674297869205 1183.8679978884757 1530.7109950967133 129.1447473205626 308.04415158741176 72.455030951648951 8.3309043794870359 161.97992315981537 3.3057339228689671 4.6006755512207747 340.58469129540026 147.07879776135087 22.390579383820295 34.27263692393899 leaf_count=491840 24846 10330 38831 7608 125331 8929 112010 1019 29024 3232 3618 128 1451 328 15461 3323 117 8044 9687 1134 5605 719 35 4288 28 93 2780 851 250 240 internal_value=0 0.00568056 -0.00768612 0.00192115 0.00992653 -0.00346805 -0.00929178 0.000708762 -0.00444915 0.000261929 0.00412875 -0.00101768 0.00316416 0.00279708 -0.00787196 0.0019818 0.00511245 0.00524923 0.00130595 0.00194341 0.00732787 0.00677211 0.0016363 -0.000708463 0.0105491 0.0249897 0.00424367 0.00253885 0.00592399 0.00591058 internal_weight=0 17151.3 12722.7 9096.89 8054.43 3507.77 9214.91 5872.03 2504.85 4967.96 3224.86 1002.92 904.068 1370.11 2544.03 315.558 1854.75 1830.88 2385.73 1659.86 1613.96 1305.92 80.7859 176.93 14.9502 7.90641 720.735 357.76 362.975 210.681 internal_count=911180 207225 703955 65205 142020 84644 619311 45490 67855 38899 19715 16789 6591 7936 127471 7860 11779 11662 14053 10821 16689 11084 754 4537 249 121 5572 2542 3030 1691 is_linear=0 shrinkage=0.01 Tree=360 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 11 11 11 11 11 1 1 6 3 4 11 4 38 6 3 1 3 3 6 3 3 4 3 11 split_gain=12867.1 2725.45 861.76 453.565 198.643 174.094 137.756 101.092 71.3714 48.5793 47.8349 45.449 35.5318 31.948 26.5335 49.5244 24.9472 18.5691 17.9236 17.1743 16.0072 15.4744 14.7701 36.6785 18.6449 27.6078 14.1663 13.6209 29.7655 13.5701 threshold=0.0089773964136838514 0.99473056197166454 0.00014260681928130004 -1.0000000180025095e-35 -3.4999999999999996 0.78322452306747448 0.99989646673202526 0.3781151175498963 6.1143434777477532e-06 0.0013712961226701001 0.18897357583045957 -380.49999999999994 -348.49999999999994 455.50000000000006 0.38119783996072654 19.500000000000004 0.97252115607261669 16.500000000000004 1.0000000180025095e-35 786.50000000000011 0.8185736677115989 -198.49999999999997 0.60535266738274263 0.60061349693251542 91.500000000000014 0.98004975124378124 0.90943267259056748 19.500000000000004 0.28015151515151521 0.94052824378013633 decision_type=2 2 2 8 8 2 2 2 2 2 2 10 10 2 2 8 2 8 2 2 2 10 2 2 2 2 2 10 2 2 left_child=2 3 8 5 9 10 11 22 -1 -4 14 -3 -10 26 15 -2 17 -9 -16 -13 -11 -20 23 -5 -24 -26 29 28 -12 -7 right_child=1 6 4 7 -6 13 -8 16 12 20 27 19 -14 -15 18 -17 -18 -19 21 -21 -22 -23 24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0098277312930279952 -0.0071157136336227143 0.0051597357469395626 -0.0034449216250512704 -0.0030115375703674428 -0.0076526641839258234 0.004781138264302074 0.010566422121492711 0.0066883806768128079 -0.0093973629665206181 -0.0012399351571780503 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8131 is_linear=0 shrinkage=0.01 Tree=361 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 11 11 11 11 11 1 1 3 11 5 2 5 1 1 1 2 3 5 1 5 11 5 2 2 split_gain=12686.1 2712.54 861.87 444.633 196.818 171.843 139.326 99.3019 71.9208 47.8854 46.9126 45.1245 35.5603 25.9505 24.4757 22.0304 19.0107 38.8778 35.6221 68.116 22.7965 15.9825 15.6925 14.9929 22.4567 14.653 23.3277 14.615 14.4276 18.586 threshold=0.0089773964136838514 0.99473056197166454 0.00014260681928130004 -1.0000000180025095e-35 -3.4999999999999996 0.78322452306747448 0.99989646673202526 0.3781151175498963 6.1143434777477532e-06 0.0013712961226701001 0.18897357583045957 -380.49999999999994 -348.49999999999994 0.38119783996072654 0.97252115607261669 3.5000000000000004 0.89596861471861489 3.5000000000000004 -57.499999999999993 -56.499999999999993 -63.499999999999993 0.94494949494949509 0.8185736677115989 2.5000000000000004 -306.49999999999994 1.5000000000000002 0.94052824378013633 5.5000000000000009 0.5325381140598533 0.48295234405269277 decision_type=2 2 2 8 8 2 2 2 2 2 2 10 10 2 2 10 2 10 10 10 10 2 2 10 10 10 2 10 2 2 left_child=2 3 8 5 9 10 11 27 -1 -4 13 -3 -10 -2 21 -13 25 18 -18 -20 -19 28 -11 -12 -25 -7 -27 -5 29 -9 right_child=1 6 4 7 -6 16 -8 14 12 22 23 15 -14 -15 -16 -17 17 20 19 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.0098221927683361208 -5.9219205226806101e-06 0.0051255998146961376 -0.0034210368598999483 -0.0037664172982144668 -0.0076244624516414112 0.0069090914891213016 0.010555159679343982 -0.00099453076660690988 -0.0093842372700156627 -0.0012287490666731426 0.0036669850544059669 0.0090380696250661439 -0.0069174448817042314 0.0021069376666979158 0.0027050419690386744 0.0037012785894618961 0.007215187592627288 -0.027811018246606315 -0.023098340917064693 0.0059458581523903842 0.011090301432196954 0.0040259213840085697 0.0016510431779062755 0.008975077506463985 -0.00052384797078526817 0.0025146941776725391 0.0067558240849573334 0.0054657604175773148 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0.00223625 0.00370307 -0.00483998 -0.0186216 -0.000471936 -0.000729139 0.00339398 0.000821137 0.00625248 0.00487933 -0.00363801 -0.000814316 -0.000116824 internal_weight=0 17015 12540 9089.97 3487.04 6485.51 7925.06 2604.45 9052.97 2643.3 4733.27 1598.69 2506.86 2598.73 1354.27 983.918 1752.25 127.073 118.724 34.5886 8.34927 1037.84 1319.62 2134.54 204.767 1625.17 525.727 1250.18 964.426 727.758 internal_count=911180 207225 703955 65205 84644 40291 142020 24914 619311 62862 30669 16689 127471 20588 10549 8187 9622 875 794 191 81 7606 21896 10081 1108 8747 2802 14365 7065 5307 is_linear=0 shrinkage=0.01 Tree=362 num_leaves=31 num_cat=0 split_feature=1 5 2 4 5 5 1 3 3 2 46 2 2 2 3 3 3 3 3 1 3 2 4 3 3 1 1 1 1 1 split_gain=431.414 172.403 117.516 98.0698 88.2438 102.317 81.9931 75.0573 74.3416 67.295 57.8256 51.9496 59.0085 49.9893 44.6558 43.7705 119.834 45.9446 40.5045 37.7154 39.2357 62.3897 37.4452 35.8499 31.1534 29.864 31.3024 29.5707 26.8218 62.4908 threshold=-2.4999999999999996 2.5000000000000004 0.028778467908902653 20.500000000000004 3.5000000000000004 5.5000000000000009 -8.4999999999999982 1.0000000180025095e-35 0.50155279503105599 0.50144508670520238 1.0000000180025095e-35 0.98936170212765973 0.75110619469026563 1.0000000180025095e-35 0.34514106583072107 0.51234756097560985 0.48846085567193326 0.25108695652173912 0.54186137071651097 -144.49999999999997 0.87439320388349528 0.081725417439703116 27.500000000000004 0.33248299319727892 0.76230831315577086 -35.499999999999993 -63.499999999999993 -223.49999999999997 -66.499999999999986 -65.499999999999986 decision_type=8 10 2 8 10 10 10 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 8 2 2 10 10 10 10 10 left_child=1 2 3 13 11 -6 8 25 9 -4 -10 12 15 -1 -11 16 17 -2 -12 -20 24 -22 -17 -19 -21 26 27 -3 -9 -30 right_child=4 7 6 -5 5 -7 -8 28 10 14 18 -13 -14 -15 -16 22 -18 23 19 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0040416985821351307 0.0023112696394130407 0.0034443984994893227 0.0017960590892182463 0.0017293318807104355 -0.005794553560526757 0.0041561014966777056 -0.0079279392654495254 -0.0048582403684586254 -0.0040947497397670002 7.9132407458239458e-05 -0.0046696038538300505 0.0043449842699555099 -0.0030676709082245249 0.0030846065217473373 -0.0019982782430911609 0.0027536871450894165 0.0044402535901633365 -0.0038696214815632187 -0.0027294504354215396 -0.00057166799169700814 -0.0015384512227213313 0.0047557070001702203 0.00044155981516565883 0.00058069362684881631 -0.0029064571445870917 -0.01258489162720253 0.0058158134729066006 -0.0033759043883699776 0.010503743545095761 -0.0031665756073151236 leaf_weight=497.0951835308224 1872.6232038028538 106.80540827102959 1396.2641636813059 3077.5300229489803 326.23066593427211 151.2408111859113 170.1792599670589 1503.7843486452475 859.80719373095781 2667.9263661792502 336.18204205296934 720.21942342445254 267.76448402833194 122.7394342366606 1690.3351534055546 888.40431484952569 1747.7515490632504 206.85423542652279 1100.8189062383026 2713.0168338837102 310.7753803934902 319.27674817759544 3310.6633038632572 1448.8919903850183 724.0004248181358 16.339262219145894 106.1389375878498 157.04042328335345 35.625329394824803 544.99017738411203 leaf_count=16346 39766 1663 31692 47353 14162 3800 17298 90560 44255 65969 16376 15549 7397 3116 71103 21752 40322 6354 52358 95433 14267 10601 79476 34471 31062 310 1917 2655 613 33184 internal_value=0 -0.000944618 -0.000564657 0.000998431 0.00156151 -0.00264265 -0.00103496 -0.00340302 -0.000938158 -0.000114496 -0.00168295 0.00175336 0.00156178 -0.00263055 -0.000726583 0.00169261 0.00229895 0.00123826 -0.0013062 -0.0010874 -0.000642956 0.00165109 0.000930741 2.47108e-05 -0.00106349 0.000645529 0.00122981 -0.00061503 -0.00415338 -0.00232779 internal_weight=0 18456.7 15985.9 3697.36 10940.6 477.471 12288.6 2470.72 12118.4 5754.53 6363.88 10463.2 9742.95 619.835 4358.26 9475.19 5276.12 3528.37 5504.07 5167.89 4067.07 630.052 4199.07 1655.75 3437.02 386.324 369.985 263.846 2084.4 580.616 internal_count=911180 648131 517229 66815 263049 17962 450414 130902 433116 168764 264352 245087 229538 19462 137072 222141 120913 80591 220097 203721 151363 24868 101228 40825 126495 6545 6235 4318 124357 33797 is_linear=0 shrinkage=0.01 Tree=363 num_leaves=31 num_cat=0 split_feature=10 1 10 10 1 10 5 10 10 10 2 2 1 10 3 5 1 0 10 1 2 2 2 1 2 1 28 1 2 10 split_gain=2255.42 519.352 213.119 209.09 288.502 193.341 154.772 165.218 136.92 113.38 105.061 85.7823 79.2659 75.3489 76.0091 69.2555 85.11 69.1329 58.7978 58.4766 85.7747 53.2006 62.2969 51.83 89.6557 51.3205 49.8529 39.9059 38.9881 38.9392 threshold=2.9150000000000005 -361.49999999999994 2.9150000000000005 4.0850000000000009 -8.4999999999999982 4.995000000000001 2.5000000000000004 6.4750000000000005 5.4850000000000012 9.1600000000000019 1.0000000180025095e-35 0.49844720496894418 -71.499999999999986 4.9850000000000012 0.74478940512375169 2.5000000000000004 -66.499999999999986 1.0000000180025095e-35 2.9150000000000005 -64.499999999999986 0.98936170212765973 0.50144508670520238 0.66522988505747138 -265.49999999999994 0.05298245614035086 -62.499999999999993 1.0000000180025095e-35 -65.499999999999986 0.66522988505747138 4.9450000000000012 decision_type=10 10 8 10 8 10 10 10 10 10 2 2 8 10 2 10 10 2 8 10 2 2 2 10 2 10 2 10 2 10 left_child=1 2 -1 12 8 13 -7 -8 10 15 17 -12 -2 28 -15 26 23 -5 -3 20 -20 -13 -23 24 -17 -21 -10 -18 29 -6 right_child=3 18 -4 4 5 6 7 -9 9 -11 11 21 -14 14 -16 16 27 -19 19 25 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0046674687180148179 -0.0021699301276262776 9.7690169500188023e-05 0.0089060067720828466 0.0019764414599800252 -0.0016095103309763804 -0.0080267292617651077 -0.0057254942733363234 0.0073028968890146029 0.0012203192603743452 -0.0063393565420265434 -0.0040864167713148452 0.00099568649866858881 0.00073776314773014485 -0.0098875743712268233 0.0094359017137894997 0.010330646884040586 0.013471763827349454 -0.0021439145632091579 0.0027492955806649624 0.013391101280653506 -0.0037044866106322972 -0.0042774439748895785 -0.00075696036034910449 -0.0064982940286952874 -0.0035438263877970565 0.0040434559744054474 -0.0045386462198785445 0.0011288727655811572 -0.0062897729601240357 -0.0077416494576144088 leaf_weight=2741.08624387905 1248.0581231163815 1660.9933529524133 2091.4152723960578 793.219901047647 1267.1885178480297 1727.3187036332674 290.90890010586008 146.28152934927493 3074.4209790853783 280.38698496343568 3270.711180980783 587.01022949349135 3768.2037189546973 25.808987597003579 96.347958353348076 57.071033677086234 28.877705958671868 836.77097936347127 893.92078688554466 64.216712744906545 267.578135561198 955.30435453820974 1060.7977714678273 380.64644790068269 253.22087396029383 687.86466598138213 158.04167736507952 281.86520333494991 266.31249981932342 112.76847051735967 leaf_count=46127 31840 23748 53851 10658 30645 83030 15353 3237 101077 27004 190560 21031 64714 1020 1310 772 273 17704 11798 765 2838 56746 40523 25963 11600 9112 8272 6808 8523 4278 internal_value=0 0.00436419 0.00650183 -0.00176642 -0.00232641 -0.00467735 -0.00668144 -0.00136627 -0.00155708 -0.000180996 -0.00238498 -0.00300831 1.4322e-05 -0.00222439 0.00535329 0.000226813 -0.00207064 -0.000138782 0.00147429 0.00266918 0.00126252 -0.0016537 -0.0024251 -0.00402546 -0.000991937 0.00484161 0.000938752 0.00227591 -0.00278667 -0.00211062 internal_weight=0 8407.08 4832.5 20967.5 15951.3 3932.94 2164.51 437.19 12018.3 4514.53 7503.81 5873.82 5016.26 1768.43 122.157 4234.14 1001.68 1629.99 3574.57 1913.58 1161.5 2603.11 2016.1 690.938 310.292 752.081 3232.46 310.743 1646.27 1379.96 internal_count=911180 148239 99978 762941 666387 147396 101620 18590 518991 181769 337222 308860 96554 45776 2330 154765 45416 28362 48261 24513 14636 118300 97269 38335 12372 9877 109349 7081 43446 34923 is_linear=0 shrinkage=0.01 Tree=364 num_leaves=31 num_cat=0 split_feature=10 46 10 10 10 10 46 10 2 2 10 2 10 46 46 2 5 28 10 2 0 5 5 0 28 10 5 2 10 10 split_gain=2215.97 399.902 208.963 205.699 199.705 127.862 89.7293 141.082 71.8829 70.9021 67.0854 75.5841 66.916 100.567 65.1099 62.7251 56.5233 54.0007 53.0951 52.938 49.22 46.0128 44.6206 41.8929 35.9118 35.6025 33.6517 33.1819 36.4365 30.4876 threshold=2.9150000000000005 1.0000000180025095e-35 2.9150000000000005 4.1450000000000005 5.5050000000000008 9.1600000000000019 1.0000000180025095e-35 4.995000000000001 1.0000000180025095e-35 0.49844720496894418 4.9850000000000012 0.25092592592592594 6.285000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.50144508670520238 1.5000000000000002 1.0000000180025095e-35 2.9150000000000005 0.65858556175923211 1.0000000180025095e-35 6.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.3350000000000004 1.5000000000000002 0.65858556175923211 4.9450000000000012 5.8350000000000009 decision_type=10 2 8 10 10 10 2 10 2 2 10 2 10 2 2 2 10 2 8 2 2 10 10 2 2 10 10 2 10 10 left_child=1 2 25 22 6 12 7 10 20 -10 27 -12 13 21 -7 -11 -15 -9 -3 -17 -8 29 -2 -20 -14 -1 -25 28 -5 -6 right_child=3 18 -4 4 5 14 8 17 9 15 11 -13 24 16 -16 19 -18 -19 23 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=0.0055585318078967992 0.00019442966369426456 0.00028618082748813013 0.008443684503981648 -0.0019098995187262419 -0.0034229813720546287 0.0048414666314346207 0.0014977601443750691 -0.0069371530155421489 -0.0040017620524169309 0.0015337903636504508 0.0084709986077682736 -0.0092191159843334671 0.0012309830054616337 0.001507928477191641 -0.0071640591834024108 -0.0043588302294264849 -0.0019789614216235278 -0.0024028015125674828 0.0015904943676276245 -0.00081955737633671456 -0.0022311089735596507 0.012950975295735778 -0.0039258585714048375 0.003313672882963168 -0.0066735903222216817 0.003316752040044718 0.0081097105245125038 -0.0058875099302675314 -0.0069847781181490154 -0.0078384403339749869 leaf_weight=1296.3197552282363 4915.6770930094644 1537.6708463001996 2180.3669411372393 1508.7461210526526 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5.5050000000000008 0.3781151175498963 0.99989646673202526 1.0000000180025095e-35 0.51461192965507518 6.1143434777477532e-06 2.5450000000000004 5.285000000000001 0.8784809708595277 6.6750000000000007 1.0000000180025095e-35 2.9750000000000005 5.8950000000000005 0.00085471442434935016 6.4450000000000012 0.18897357583045957 2.5750000000000006 1.0000000180025095e-35 1.0000000180025095e-35 6.0450000000000008 0.38913470993117016 6.1150000000000011 2.5450000000000004 0.38913470993117016 3.5000000000000004 0.35743321718931476 decision_type=2 2 2 2 8 2 2 2 2 2 10 10 2 8 2 10 8 2 10 2 10 2 2 10 2 10 10 2 2 2 left_child=2 3 9 4 8 10 14 13 -2 -1 28 17 26 -4 15 -3 -11 -9 -17 -6 -12 -22 -23 -14 -25 -16 27 -7 -5 -30 right_child=1 6 7 5 19 12 -8 11 -10 16 20 -13 23 -15 25 18 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.0098148383607424509 -0.0029956286773827542 0.0087941875584377337 -0.0070626566417071315 -0.0023694425545911081 0.0013507330841328604 -0.0054592929509775165 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79.593183562159538 165.44320157170296 279.21992697939277 1379.1643775701523 93.080511339008808 24.377667158842087 118.77137646824121 leaf_count=491840 17729 6715 27396 1656 2072 324 125331 22423 7326 112010 162 12785 5275 919 4599 2205 15461 17784 396 4389 16664 2050 1986 561 867 2774 6208 529 126 618 internal_value=0 0.0054837 -0.00773406 0.00180268 -0.000328395 0.00307145 0.00986492 -0.00354723 -0.00145403 -0.00925556 0.00159787 -0.00215085 0.00481709 -0.00651859 0.00721046 0.00571741 -0.00780194 -0.00282806 0.003314 0.00401158 0.00209651 0.00198531 0.000226099 0.00616748 0.00338299 0.00850542 0.00380428 -5.80613e-05 -0.0010309 0.00233908 internal_weight=0 17098.5 12167.4 9291.73 3467.53 5824.2 7806.74 3243.11 2753.4 8924.3 3158.21 2206.28 2666 1036.83 1586.56 736.92 2479.57 1736.17 413.734 714.135 2654.66 2620.28 667.276 1142.59 245.036 849.644 1523.41 144.243 503.548 143.149 internal_count=911180 210562 700618 68542 31516 37026 142020 81307 25055 619311 23262 52992 13764 28315 16689 9316 127471 40207 2601 6461 20862 20700 4036 6703 1428 7373 7061 853 2400 744 is_linear=0 shrinkage=0.01 Tree=366 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 11 11 11 11 1 11 1 6 3 2 11 2 1 1 6 1 1 6 2 1 1 1 6 3 split_gain=12245.6 2744.01 775.276 449.625 178.313 175.449 141.654 102.208 73.0808 50.1625 45.2111 38.4017 35.9179 31.4272 25.9733 23.8948 23.8928 19.8524 23.7021 66.3207 24.0705 21.8125 19.4219 17.007 15.4881 15.3241 16.9533 15.2091 19.4792 14.8106 threshold=0.0070173616986721008 0.99473056197166454 0.00014260681928130004 -1.0000000180025095e-35 -3.4999999999999996 0.78322452306747448 0.99989646673202526 0.3781151175498963 6.1143434777477532e-06 0.18897357583045957 -380.49999999999994 0.0013712961226701001 -348.49999999999994 455.50000000000006 0.31281565656565663 0.68438714235252573 0.97252115607261669 0.89596861471861489 -57.499999999999993 -56.499999999999993 29.500000000000004 -64.499999999999986 -67.499999999999986 786.50000000000011 0.94494949494949509 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14.9277 14.8222 14.2361 16.5803 14.0101 threshold=0.0070173616986721008 0.99473056197166454 0.00012842786236425005 -1.0000000180025095e-35 -3.4999999999999996 0.78322452306747448 0.99989646673202526 0.3781151175498963 5.1029428504989491e-06 0.13270235061645502 -380.49999999999994 0.00099748477805400022 -348.49999999999994 455.50000000000006 0.97252115607261669 3.5000000000000004 50.500000000000007 2.5000000000000004 -306.49999999999994 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 -234.49999999999997 1.5000000000000002 2.5000000000000004 1.5000000000000002 84.500000000000014 1.5000000000000002 decision_type=2 2 2 8 8 2 2 2 2 2 10 2 10 2 2 10 2 10 10 2 2 10 10 2 10 10 10 2 2 10 left_child=2 3 8 5 11 9 10 22 -1 21 -3 -4 -10 29 -9 -12 -17 19 -19 -11 -21 23 26 24 -2 -13 -5 -20 -29 -7 right_child=1 6 4 7 -6 13 -8 14 12 17 15 25 -14 -15 -16 16 -18 18 27 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0098280065593150841 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76.041930191218853 7.6439317017793647 34.018053613603115 77.158711634576321 333.49802842736244 297.65797571837902 232.75009377487004 17.868075868114829 1319.1969179529697 744.18900451436639 367.3966729156673 83.749805624596775 101.95901833474636 23.183155730366707 532.21645366027951 leaf_count=482063 940 8502 38542 13461 21599 6628 125331 7606 39968 7872 7334 15866 94106 92 2943 821 32 215 371 1503 1352 2923 220 12171 4871 8474 1712 578 182 2902 internal_value=0 0.00541712 -0.00769209 0.00176829 -0.00356101 0.00313933 0.00982725 -0.00169441 -0.00925763 0.00217896 0.00713503 -0.00223825 -0.00786356 0.00584945 0.000217301 0.00846965 0.00358686 0.00316495 0.000594883 0.00343403 0.00207687 0.00116188 -0.00368911 0.00142714 0.000400411 -0.0010466 -0.00381875 -0.000615686 -0.00269868 0.00599702 internal_weight=0 16965.4 11991.4 9284.03 3295.45 6650.71 7681.37 2633.32 8695.91 4910.59 1571.51 2493.5 2524.86 1740.12 1344.63 967.935 83.6859 2493.42 236.319 2257.1 631.156 2417.17 1288.69 2184.42 865.222 1337.82 1270.82 202.301 125.142 1719.02 internal_count=911180 210562 700618 68542 84481 42600 142020 25942 616137 32978 16689 62882 134074 9622 10549 8187 853 12073 1346 10727 2855 20905 15393 17982 5811 24340 15173 1131 760 9530 is_linear=0 shrinkage=0.01 Tree=368 num_leaves=31 num_cat=0 split_feature=11 11 11 46 10 11 11 46 11 11 10 10 11 10 10 46 10 11 5 10 38 11 6 5 10 10 10 2 6 4 split_gain=11903.8 2716.08 775.729 235.895 165.347 144.727 143.391 135.367 83.9122 69.6746 40.2541 36.3392 35.7886 32.4679 32.3232 30.0258 55.5159 29.4978 28.8581 27.9965 27.9225 25.449 28.9908 28.3982 24.6795 23.8302 23.7286 44.0308 23.2566 28.834 threshold=0.0070173616986721008 0.99473056197166454 0.00012842786236425005 1.0000000180025095e-35 5.5050000000000008 0.99989646673202526 0.3781151175498963 1.0000000180025095e-35 0.51461192965507518 5.1029428504989491e-06 2.5450000000000004 5.285000000000001 0.8784809708595277 5.8950000000000005 6.6750000000000007 1.0000000180025095e-35 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17784 1878 396 178 3127 156 69 863 2774 983 445 12996 4966 internal_value=0 0.00538392 -0.00767094 0.00175132 -0.000317036 0.00980819 0.00298027 -0.00353629 -0.00143119 -0.00924693 0.00154298 -0.0021457 0.00469404 -0.00784279 -0.00649926 0.0070966 0.0056128 -0.00280967 0.00203343 0.00318499 0.000598318 0.00397354 0.00606625 0.00226803 0.002315 0.00839023 0.00603936 0.00327399 0.00219756 0.000928888 internal_weight=0 16899.9 11904.7 9280.24 3458.86 7619.66 5821.37 3285.38 2745.84 8619.31 3166.08 2235.99 2655.29 2506.33 1049.39 1564.26 728.58 1758.87 2662.38 410.802 1169.52 713.027 320.169 392.859 2480.92 835.684 1133.37 243.597 2447 908.479 internal_count=911180 210562 700618 68542 31516 142020 37026 84481 25055 616137 23262 55016 13764 134074 29465 16689 9316 41748 20862 2601 7326 6461 3283 3178 18984 7373 6703 1428 18825 5829 is_linear=0 shrinkage=0.01 Tree=369 num_leaves=31 num_cat=0 split_feature=10 1 10 1 6 10 10 5 10 10 6 1 10 5 10 3 3 6 10 10 6 10 5 1 5 1 10 0 1 1 split_gain=2061.27 461.163 228.063 282.945 265.252 184.899 181.471 148.018 155.022 98.3625 94.0201 86.8586 83.7022 183.85 69.2815 72.0183 66.0838 63.821 59.8345 53.1501 70.263 49.6343 45.7065 45.4878 41.1386 40.678 58.5418 39.6292 39.6754 83.2066 threshold=2.8250000000000006 -1.0000000180025095e-35 4.0850000000000009 -8.4999999999999982 51.500000000000007 4.995000000000001 2.8250000000000006 2.5000000000000004 6.4750000000000005 5.4850000000000012 8.5000000000000018 -64.499999999999986 5.9350000000000014 2.5000000000000004 4.9850000000000012 0.74478940512375169 1.0000000180025095e-35 154.50000000000003 2.5450000000000004 8.4800000000000022 15.500000000000002 2.5750000000000006 1.5000000000000002 -11.499999999999998 2.5000000000000004 -60.499999999999993 3.5950000000000002 1.0000000180025095e-35 -63.499999999999993 -62.499999999999993 decision_type=10 8 10 8 2 10 8 10 10 10 2 8 10 10 10 2 2 2 8 10 2 8 10 10 8 10 10 2 10 10 left_child=1 18 11 4 9 14 -3 -7 -9 10 22 -2 -6 17 -5 -16 -12 -14 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0.00343829 internal_weight=0 7639.21 21013.2 15564 11758.2 3805.83 4349.06 2085.77 422.693 9215.09 5861.34 5449.21 2543.13 714.981 1720.05 116.82 1198.71 476.379 3290.15 3353.75 557.948 2417.47 4662.62 1119.92 3867.87 3710.85 2639.32 2309.04 1439.94 480.868 internal_count=911180 139776 771404 666387 518991 147396 95529 101620 18590 334201 224569 105017 184790 43851 45776 2330 72770 17720 44247 109632 30561 32139 151799 71643 64862 61308 38157 31154 19454 6460 is_linear=0 shrinkage=0.01 Tree=370 num_leaves=31 num_cat=0 split_feature=10 46 10 6 10 10 46 10 3 10 6 10 6 28 10 4 2 46 10 3 10 6 3 46 10 2 0 6 3 2 split_gain=2025.35 363.03 224.181 278.281 177.557 171.794 93.5711 90.6537 85.2622 77.8901 73.2476 68.4205 72.306 61.7213 56.9358 52.3171 51.8186 48.2854 45.3725 42.7443 41.0321 38.7312 39.7081 37.6118 53.8983 39.5811 36.7644 34.8355 33.7973 29.652 threshold=2.8250000000000006 1.0000000180025095e-35 4.0850000000000009 53.500000000000007 2.8250000000000006 5.5050000000000008 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582.60499184858054 1575.3144617108628 1937.4365009246394 828.84195402823389 19.379579014610499 1548.7495087385178 393.47553468216211 leaf_count=15543 19392 10952 10646 191314 55401 111334 18024 53412 2391 755 978 1185 1309 11584 912 104033 2933 24803 17509 60323 9489 23753 13234 7568 26843 51214 11275 341 28184 24546 internal_value=0 0.00440492 -0.00161508 -0.00222718 0.00619049 -0.00155423 -0.00235892 -0.00365071 -0.00488939 0.000167613 -0.00150169 -0.00215039 0.00511871 -0.00544334 0.00173606 -0.00090178 0.00156406 -0.00472684 0.00254899 -0.00390553 -0.00347836 -0.00266336 -0.00152421 0.000130699 0.000901922 -0.000764784 0.00224041 -0.00464706 0.00438058 -0.00531093 internal_weight=0 7617.98 20979.2 15533.1 4564.3 12398.9 8449.92 3370.63 3134.18 3949.01 5079.28 1834.92 120.951 1535.71 3053.68 4064.85 192.173 300.408 2254.57 1014.43 660.085 1713.97 1088.75 5446.12 2926.08 2520.04 2152.72 625.221 2477.81 2942.01 internal_count=911180 139776 771404 666387 99128 445203 308311 115464 221184 136892 192847 50468 2494 64996 40648 131546 5324 25558 29696 61301 27513 47974 23880 105017 46235 58782 28784 24094 43727 215860 is_linear=0 shrinkage=0.01 Tree=371 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 11 11 5 6 6 3 6 5 28 6 5 5 3 2 5 3 3 6 6 11 2 5 2 split_gain=11668.7 2685.22 775.004 228.971 145.554 70.2945 53.9748 36.939 35.8528 16.6689 26.3167 16.1792 15.1691 18.9927 14.3592 13.7418 18.9074 13.9747 11.7261 12.5949 13.503 11.6166 12.8021 14.2228 21.459 11.7334 11.4989 11.3785 13.5929 13.3967 threshold=0.0070173616986721008 0.99473056197166454 0.00012842786236425005 0.51461192965507518 0.9999486804008485 5.1029428504989491e-06 0.00099748477805400022 0.8784809708595277 0.13270235061645502 3.5000000000000004 50.500000000000007 455.50000000000006 0.85037313432835837 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 15.500000000000002 3.5000000000000004 1.5000000000000002 0.8185736677115989 1.0000000180025095e-35 2.5000000000000004 0.82274865591397861 0.8238526179702651 8.5000000000000018 1.5000000000000002 3.4846319977077662e-05 0.7003401360544218 4.5000000000000009 0.68438714235252573 decision_type=2 2 2 2 2 2 2 2 2 8 2 2 2 2 8 2 2 8 10 2 2 10 2 2 2 2 2 2 8 2 left_child=2 3 5 8 9 -1 -4 12 15 -3 -11 -9 14 -14 -5 21 17 -17 19 -8 -21 22 -2 24 -24 -25 -7 29 -29 -10 right_child=1 4 6 7 -6 26 18 11 27 10 -12 -13 13 -15 -16 16 -18 -19 -20 20 -22 -23 23 25 -26 -27 -28 28 -30 -31 leaf_value=-0.0098157582842921861 -0.00048180918025765541 0.0075355504166982794 -0.0048448743514477319 0.0024364811880851346 0.010556292248803922 -0.0083506674273612826 -0.002199980271216389 0.0046714767048163953 0.0016102319623089189 0.0051074270779148216 -0.011658229839953058 -0.004377814191707915 0.0023549807443418234 0.0075848810200756303 -0.001965837831327674 0.0046291877396678642 -0.0031699381955700139 0.028931983518271222 -0.003630734922143566 -0.0021954721104883702 0.0030835215877462363 -0.0022592405293221465 -0.0020809999617752853 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36.9195 32.4756 81.3169 48.2218 45.6589 35.4296 33.6342 32.3228 32.1497 32.3571 31.6139 33.7759 30.2346 29.8386 threshold=0.0043998162727802515 0.99473056197166454 7.0975467679090811e-05 -1.0000000180025095e-35 2.4350000000000005 0.51461192965507518 -7.4999999999999991 0.99989646673202526 2.5450000000000004 0.2688089013099671 5.1029428504989491e-06 8.3400000000000016 -380.49999999999994 2.9750000000000005 0.00042608799412840006 0.78322452306747448 1.5000000000000002 5.245000000000001 -250.49999999999997 20.500000000000004 35.500000000000007 0.22756041426927498 15.500000000000002 0.71068484464172488 455.50000000000006 0.8784809708595277 18.500000000000004 6.0750000000000011 2.2250000000000005 1.5000000000000002 decision_type=2 2 2 8 10 2 8 2 10 2 2 10 10 10 2 2 10 10 10 8 2 2 2 2 2 2 2 10 10 2 left_child=2 3 10 5 15 8 14 12 29 -6 -1 28 13 -3 -4 -5 17 19 21 -10 -21 -19 23 -23 25 -7 27 -20 -8 -2 right_child=1 7 6 4 9 24 11 -9 16 -11 -12 -13 -14 -15 -16 -17 -18 18 26 20 -22 22 -24 -25 -26 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294.25396729633212 1485.5107486993074 235.88092436641455 987.51493989676237 43.284385167062283 279.65187855437398 1516.5224936157465 285.52674189954996 42.863440349698067 38.078192658722401 5.6106472462415686 27.885421589016914 1297.369913879782 212.51303484849632 122.1029780395329 740.21811520401388 232.32081234827638 leaf_count=482063 2099 6585 38606 2698 14604 5943 603 125331 1304 7211 114770 36 8187 1917 33631 3305 10330 284 1938 10220 3223 329 368 46 128 7568 1687 763 24144 1259 internal_value=0 0.00515391 -0.00785428 0.00159659 -0.00186428 0.00293911 -0.00415895 0.00976735 0.00167927 -0.00356021 -0.00935887 -0.00795728 0.00702024 0.00485786 -0.00284778 0.00314853 0.00220072 0.00280632 0.00458411 0.00212915 0.00258467 0.0117745 0.0154686 0.0209937 0.00504076 0.00515607 0.00306428 0.00141433 -0.0080992 -0.00118928 internal_weight=0 17122.3 11276.4 9667.74 2702.06 6965.68 3262.8 7454.59 4355.05 2019 8013.56 837.284 1545.32 592.461 2425.52 683.066 3685.15 2697.63 744.105 1953.53 1802.05 129.837 86.5523 48.4741 2610.64 2582.75 614.268 401.755 834.204 669.899 internal_count=911180 217327 693853 75307 27818 47489 97020 142020 33850 21815 596833 24783 16689 8502 72237 6003 30492 20162 5415 14747 13443 1027 743 375 13639 13511 4388 2701 24747 3358 is_linear=0 shrinkage=0.01 Tree=373 num_leaves=31 num_cat=0 split_feature=10 1 10 1 10 10 5 10 10 10 2 2 1 5 1 10 3 10 1 2 2 2 10 4 2 1 1 1 1 1 split_gain=1933.24 444.12 212.711 272.288 182.607 180.435 144.256 148.915 122.857 98.9809 92.163 85.5081 81.5734 66.3314 75.1146 64.0478 69.52 56.8489 49.2332 85.2355 49.1394 58.7655 47.996 43.0178 42.1783 41.3905 63.1714 51.6391 54.041 202.032 threshold=2.8250000000000006 -1.0000000180025095e-35 4.1450000000000005 -8.4999999999999982 4.995000000000001 2.8250000000000006 2.5000000000000004 6.4750000000000005 5.4850000000000012 9.1600000000000019 1.0000000180025095e-35 0.49844720496894418 -71.499999999999986 2.5000000000000004 -66.499999999999986 4.9850000000000012 0.74478940512375169 2.5450000000000004 -265.49999999999994 0.05298245614035086 0.50144508670520238 0.66522988505747138 2.5750000000000006 23.500000000000004 0.65858556175923211 -287.49999999999994 -288.49999999999994 -131.49999999999997 -60.499999999999993 -56.499999999999993 decision_type=10 8 10 8 10 8 10 10 10 10 2 2 8 10 10 10 2 8 10 2 2 2 8 10 2 10 10 10 10 10 left_child=1 17 12 8 15 -3 -6 -8 10 13 23 -12 -2 25 18 24 -17 -1 19 -15 -13 -22 -19 -4 -5 26 -10 -27 -29 -30 right_child=2 5 3 4 6 -7 7 -9 9 -11 11 20 -14 14 -16 16 -18 22 -20 -21 21 -23 -24 -25 -26 27 -28 28 29 -31 leaf_value=-0.00063574462246588661 -0.0020199773674034337 0.0045923876533519479 -0.0042291100276490917 -0.0018878757484757337 -0.0079068427801539248 0.0087328366688965396 -0.0055500111121275196 0.0071470597503115454 0.003048349397709317 -0.0060799998007620209 -0.0039633606280400895 0.0011354449940836398 0.00078209980879826216 0.010255345007770507 0.0021122595169678501 -0.0098479247978332535 0.0092532182655999627 0.0088749568646794407 -0.0063948125130425335 -0.0034571515099665307 -0.0040901715378007363 -0.00058152616467652813 0.0020471452407503422 0.00055797070392715818 -0.0064193809169956475 -0.0016433503757313146 0.021686612046819924 0.0025513039901445549 -0.014611790402304157 0.0013454329931809966 leaf_weight=865.60730095952749 1381.8814830575138 2323.5423987992108 218.05835635960102 1275.1789917126298 1625.3732974147424 1924.0654992572963 275.94569854764268 138.84741744119674 396.74293285515159 261.98794114310294 3088.6604409506544 560.43227043375373 4186.3222995959222 55.60552230104804 300.59312764415517 24.231175732798874 89.184700805693865 107.81018821895123 362.62187190633267 245.30593803012744 900.83659040555358 1015.4480751091614 2285.5251913974062 1349.157464466989 244.83995184022933 787.79108326509595 19.058383787050843 1308.5140827475116 93.110117794945836 536.58399174269289 leaf_count=12108 35804 41858 6229 33788 83030 53671 15353 3237 12093 27004 188655 20773 74179 772 7081 1020 1310 985 25963 11600 56122 40059 31154 21726 8350 36444 275 39936 2486 18115 internal_value=0 0.00433734 -0.00158501 -0.00219845 -0.0045686 0.00646791 -0.00656354 -0.00129981 -0.00144136 -0.000120585 -0.00225018 -0.0028534 8.66981e-05 0.000259669 -0.00203477 -0.0020769 0.00517228 0.00156042 -0.00391345 -0.000923215 -0.00146918 -0.00223092 0.00235471 -0.000108091 -0.0026178 0.000963764 0.00390264 0.000515493 0.00139296 -0.00101409 internal_weight=0 7506.55 20742.3 15174.1 3673.6 4247.61 2040.17 414.793 11500.5 4367.91 7132.59 5565.38 5568.2 4105.93 964.126 1633.43 113.416 3258.94 663.533 300.911 2476.72 1916.28 2393.34 1567.22 1520.02 3141.8 415.801 2726 1938.21 629.694 internal_count=911180 139776 771404 661421 146088 95529 101620 18590 515333 181769 333564 305609 109983 154765 45416 44468 2330 44247 38335 12372 116954 96181 32139 27955 42138 109349 12368 96981 60537 20601 is_linear=0 shrinkage=0.01 Tree=374 num_leaves=31 num_cat=0 split_feature=10 1 10 6 1 10 10 5 10 10 6 3 1 2 3 10 10 10 6 2 6 10 1 1 5 10 5 2 10 1 split_gain=1899.2 439.555 209.139 270.477 252.556 180.55 127.411 158.702 119.359 96.7273 93.7586 85.5831 80.0029 75.0676 66.7758 64.1959 55.7257 49.4015 67.825 49.223 49.1129 47.0931 45.2149 44.1657 43.7694 43.5276 40.721 38.0385 46.505 38.5841 threshold=2.8250000000000006 -1.0000000180025095e-35 4.1450000000000005 53.500000000000007 -8.4999999999999982 2.8250000000000006 4.995000000000001 2.5000000000000004 6.4750000000000005 5.4850000000000012 8.5000000000000018 0.97385509227614497 -71.499999999999986 0.5325381140598533 1.0000000180025095e-35 4.9850000000000012 2.5450000000000004 8.4800000000000022 15.500000000000002 1.0000000180025095e-35 17.500000000000004 2.5750000000000006 -11.499999999999998 -371.49999999999994 2.5000000000000004 7.5550000000000006 2.5000000000000004 0.62532051282051293 6.9850000000000012 -97.499999999999986 decision_type=10 8 10 2 8 8 10 10 10 10 2 2 8 2 2 10 8 10 2 2 2 8 10 8 10 10 8 2 10 10 left_child=1 16 12 4 9 -3 13 -8 -9 10 24 23 -2 15 -12 -6 -1 27 -19 -13 -17 -18 -16 25 -4 -5 -14 28 -11 -29 right_child=2 5 3 11 6 -7 7 8 -10 17 14 19 26 -15 22 20 21 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.00062947107525266851 -0.0020017653207112561 0.0045565713800205616 -0.00046922277007872468 -0.0065475402980728582 -0.001248565239419042 0.0087086309225648303 -0.0075280462593818164 -0.0043924739624193673 0.0078298624712152612 0.0010658065471029071 0.0049694586398178423 -0.0059909569614029759 0.00097650837419005184 -0.0057114762647963785 -0.0048269029902217788 -0.0084046854775137597 0.008792508787361689 -0.0054274572921471954 0.0015811955184900745 0.005113782088494453 0.010366100991565937 0.0020269036864217641 0.012838704404861512 -0.0054507622335305643 -0.0036441290984842757 0.011641942177222366 -0.0040336004178758919 -0.0041669841024353834 0.0045813997938333765 0.00086050782711895454 leaf_weight=865.49248477630317 1380.5161760281771 2318.4140679724514 4056.9674717672169 23.305772154126316 947.3163037407212 1910.189002584666 1283.8673241888173 215.86543800216168 126.85278866067529 1606.6920838421211 78.165118011645973 57.651524952612817 4017.6553446119651 365.30605928087607 1095.3254291573539 16.767844581976533 107.73330965638161 286.6249712780118 266.41999442083761 129.75609466340393 82.621805311180651 2285.267248975113 14.682767016347496 2797.524657853879 486.2643259903416 30.208676496520638 169.05365991778672 229.64017289038748 491.33995084278286 455.34069465659559 leaf_count=12108 35804 41858 127868 2199 21618 53671 59032 10064 2438 49934 1119 2325 70188 11928 73144 571 985 18891 11759 2927 1147 31154 246 211926 22126 215 3991 11990 10861 7093 internal_value=0 0.00430522 -0.00157152 -0.00218078 -0.00151126 0.00643218 -0.00400634 -0.0059142 0.000131468 -0.000675132 -0.00146312 -0.00484833 8.58434e-05 -0.00180854 -0.00396414 -0.000446399 0.00154503 0.00067864 -0.00205116 0.00169767 0.00719932 0.00233149 -0.00459323 -0.00527862 -0.000809035 0.00372034 0.000774207 0.00122111 0.00188913 -0.000824961 internal_weight=0 7487.1 20711.7 15144.5 12106.1 4228.6 3038.6 1626.59 342.718 9067.46 5731.41 3038.45 5567.23 1412.01 1188.17 1046.71 3258.49 3336.06 553.045 187.408 99.3896 2393 1110.01 2851.04 4543.23 53.5144 4186.71 2783.01 2098.03 684.981 internal_count=911180 139776 771404 661421 441829 95529 106798 71534 12502 335031 224503 219592 109983 35264 74509 23336 44247 110528 30650 5252 1718 32139 73390 214340 149994 2414 74179 79878 60795 19083 is_linear=0 shrinkage=0.01 Tree=375 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 11 1 11 11 11 11 1 2 0 2 11 2 1 1 2 1 1 2 2 11 2 2 11 split_gain=11279.9 2777.04 627.103 445.383 181.38 163.833 148.111 105.011 48.3682 44.9508 44.7774 35.8227 31.2192 23.8401 23.6251 20.7154 19.6231 18.3898 15.4405 29.8835 52.7947 15.0213 49.8339 142.147 14.0826 17.4231 13.829 13.0088 12.6884 11.4337 threshold=0.0043998162727802515 0.99473056197166454 6.4727209974080338e-05 -1.0000000180025095e-35 0.51461192965507518 -7.4999999999999991 0.9999486804008485 0.3781151175498963 -380.49999999999994 0.00042608799412840006 4.0456557144352709e-06 0.068259380757808671 0.8784809708595277 -348.49999999999994 0.88478556841388711 1.0000000180025095e-35 0.68772163120567387 0.97252115607261669 0.96213569039656011 -57.499999999999993 -56.499999999999993 0.81291666666666684 -57.499999999999993 -56.499999999999993 0.5325381140598533 0.48295234405269277 0.99894970655441295 0.61138079827400227 0.98936170212765973 0.015218299813568552 decision_type=2 2 2 8 2 8 2 2 10 2 2 2 2 10 2 2 2 2 2 10 8 2 10 10 2 2 2 2 2 2 left_child=2 3 10 4 11 9 8 28 26 -4 -1 16 -6 -12 17 -13 -2 24 -14 -20 -21 -10 -23 -24 25 -9 27 -3 29 -5 right_child=1 6 5 7 12 -7 -8 14 21 -11 13 15 18 -15 -16 -17 -18 -19 19 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0098322776340995215 0.0011223064565301143 0.0020283791891330767 -0.004532309468996 -0.0060321301597670157 0.0039086673744424651 -0.0079632323559902431 0.010535278580402872 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230.05963696725667 165.0675200894475 417.8881424125284 56.167845025658607 75.899151787161827 1042.4073214028031 leaf_count=469083 19483 2328 40925 4864 6004 25592 122164 3995 7237 33631 37592 9001 6924 87030 846 2840 2526 2657 565 51 95 1958 55 251 1739 1312 7182 845 584 11821 internal_value=0 0.00511641 -0.00782664 0.00158684 0.00292184 -0.00417766 0.00974554 -0.00187267 0.00719494 -0.00287063 -0.00936785 0.00167298 0.00500906 -0.00813803 0.000127723 0.00255636 0.00074151 -0.000250132 0.00609821 0.0022175 -0.0069735 0.00851652 0.00576651 -0.00534599 -0.000920153 -0.0002278 0.00508966 0.00324219 -0.00382765 -0.00406283 internal_weight=0 16996.6 11150.8 9643.63 6958.43 3311.2 7352.96 2685.2 1738.42 2461.37 7839.64 4353.56 2604.87 2149.01 1327.19 2234.48 2119.08 1228.64 1309.12 95.0809 25.783 1067.99 167.478 32.5195 945.157 715.097 670.432 252.544 1358.01 1282.11 internal_count=911180 217327 693853 75307 47489 100148 142020 27818 19856 74556 593705 33850 13639 124622 10549 11841 22009 9703 7635 711 146 9501 2264 306 7046 5307 10355 3173 17269 16685 is_linear=0 shrinkage=0.01 Tree=376 num_leaves=31 num_cat=0 split_feature=10 1 10 1 6 10 10 10 1 10 6 10 1 3 10 3 10 10 10 10 1 1 10 6 10 1 6 3 10 1 split_gain=1840.98 433.436 202.22 265.157 241.831 179.734 178.422 137.6 106.134 90.5737 85.9408 82.0626 77.8782 63.2504 61.0443 67.5178 57.0357 54.3846 54.0108 62.0166 53.6414 53.8449 47.2502 66.7844 46.3273 44.0113 40.3122 44.4427 38.8753 56.5258 threshold=2.8250000000000006 -1.0000000180025095e-35 4.1450000000000005 -8.4999999999999982 51.500000000000007 2.8250000000000006 4.995000000000001 6.4450000000000012 -8.4999999999999982 5.4850000000000012 8.5000000000000018 5.9350000000000014 -71.499999999999986 1.0000000180025095e-35 4.9850000000000012 0.74478940512375169 9.7700000000000014 2.5450000000000004 8.1200000000000028 6.7350000000000012 -77.499999999999986 -367.49999999999994 8.4800000000000022 15.500000000000002 2.5750000000000006 -11.499999999999998 1.5000000000000002 0.48846085567193326 3.5950000000000002 -60.499999999999993 decision_type=10 8 10 8 2 8 10 10 10 10 2 10 8 2 10 2 10 8 10 10 10 10 10 2 8 10 2 2 10 10 left_child=1 17 12 4 9 -3 14 -8 18 10 -4 -6 -2 -12 26 -16 20 -1 19 -9 21 -13 -11 -24 -19 -15 27 -5 29 -14 right_child=2 5 3 6 11 -7 7 8 -10 22 13 16 28 25 15 -17 -18 24 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0006374719407726279 -0.0019821443275757559 0.0045091446282372362 -0.00079137993130542301 -0.0039543032108754683 -0.0053566534440184603 0.0086766549091711938 -0.0077480593610748643 0.005080020128208922 -0.0089355256502894193 0.0012036476108391555 0.0049370735520423044 0.0070981364907342671 0.0021994551552220231 -0.0047144415955517683 -0.0098197557800034901 0.0091953360958977291 -0.0080735179271730923 0.0087111044571394798 0.0077152280507261986 -0.0082930836676750642 0.003338968714850489 -0.0043708531727369611 -0.00537901091878514 0.0016244091711715277 0.0019905701317638673 0.01278056469309102 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41.3843 37.6088 31.6562 70.8623 31.9041 31.0625 30.1036 30.0128 29.2477 29.1793 74.5513 threshold=0.0043998162727802515 0.99473056197166454 6.4727209974080338e-05 -1.0000000180025095e-35 6.5450000000000008 0.51461192965507518 -7.4999999999999991 0.9999486804008485 4.9150000000000009 2.5450000000000004 0.65440738201141369 -380.49999999999994 3.9350000000000005 4.0456557144352709e-06 0.00042608799412840006 8.3400000000000016 2.5750000000000006 1.0000000180025095e-35 4.8750000000000009 0.72245564892623726 1.0000000180025095e-35 6.0450000000000008 0.61922530206112303 0.8784809708595277 164.50000000000003 0.012270400481782552 5.0850000000000009 1.5000000000000002 1.0000000180025095e-35 0.53873431533006011 decision_type=2 2 2 8 8 2 8 2 10 10 2 10 10 2 2 10 10 2 10 2 2 8 2 2 2 2 10 2 2 2 left_child=2 3 13 5 8 9 14 11 10 27 -5 12 -3 -1 -4 -8 -11 18 25 24 -19 23 -23 -7 28 -18 -21 -2 -20 -30 right_child=1 7 6 4 -6 21 15 -9 -10 16 -12 -13 -14 -15 -16 -17 17 20 19 26 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0098264019676481702 -0.0027437055123837829 0.0075587237811324953 -0.0045014138538410943 -0.0033217562806299884 0.0050064769047286038 0.0043735285696500387 -0.0080791277367875444 0.010524760781174789 -0.0066819544184673852 0.010520467529298749 0.00026094524355636779 0.0084784616101162939 -0.00046231976546813722 -0.0081158252242488453 -0.0017518657534743548 0.029169569438856784 0.0046911366542757692 -0.0014614031367449329 0.0042575283890540242 0.0056265277068296487 0.0026207712477102937 0.0047448744863475599 -0.0037391153807795861 0.0068926695474007425 -0.00066470377152125757 0.00039134251393352191 -0.0040971708651174011 0.0016454516477269166 0.0022352259659115317 0.024690271239696974 leaf_weight=5622.8050594585948 437.32652261853218 457.51989712007344 974.94675291143358 1153.9535580836236 384.19458084926009 1061.697127699852 839.49365212861449 5545.3865603599697 488.26469292026013 46.616665884852409 649.7700235620141 1061.554288957268 208.43072088435292 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907.583 2600.11 583.501 2016.61 1470.85 1104.03 154.792 669.878 1347.55 61.3882 internal_count=911180 217327 693853 75307 27818 47489 100148 142020 23807 33850 14996 19856 10355 593705 74556 25592 30492 30265 24528 14858 5737 13639 3710 9929 13694 9670 1164 3358 12010 620 is_linear=0 shrinkage=0.01 Tree=378 num_leaves=31 num_cat=0 split_feature=10 10 6 10 10 3 10 5 6 5 3 5 6 10 10 5 3 10 5 6 6 38 10 10 10 6 10 10 10 3 split_gain=1783.44 195.413 257.81 157.087 134.942 83.5024 69.3145 65 66.7016 47.6883 47.5004 45.2485 43.0985 36.9732 83.9666 36.2408 32.8691 29.8651 91.4197 46.4725 34.7965 29.5922 28.4366 40.2639 52.0733 28.0758 26.3532 26.1738 24.5353 52.5384 threshold=2.8250000000000006 4.1450000000000005 53.500000000000007 5.5050000000000008 2.8250000000000006 0.97385509227614497 9.1600000000000019 1.5000000000000002 1.5000000000000002 3.5000000000000004 0.99938118811881205 2.5000000000000004 30.500000000000004 5.3350000000000009 5.3550000000000013 11.500000000000002 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2 2 10 5 6 6 38 10 10 10 10 split_gain=1750.88 192.106 254.55 154.29 133.441 82.3696 68.2111 64.1139 65.9058 47.1212 46.573 44.4303 44.0058 45.5635 48.4573 36.2962 82.5312 35.5425 35.0289 33.3756 31.4148 29.5682 90.5626 45.6293 34.0606 29.0156 27.9319 39.6822 51.105 26.2417 threshold=2.8250000000000006 4.1450000000000005 53.500000000000007 5.5050000000000008 2.8250000000000006 0.97385509227614497 9.1600000000000019 1.5000000000000002 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 0.75110619469026563 29.500000000000004 5.3350000000000009 5.3550000000000013 11.500000000000002 3.5000000000000004 0.11055555555555556 0.27293771043771048 5.8550000000000013 2.5000000000000004 154.50000000000003 81.500000000000014 1.0000000180025095e-35 4.495000000000001 4.7650000000000006 4.8950000000000005 4.9450000000000012 decision_type=10 10 2 10 8 2 10 10 2 10 2 10 2 2 2 10 10 10 8 2 2 10 10 2 2 2 10 10 10 10 left_child=4 11 3 7 -1 21 -5 25 15 -8 -7 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35234 154676 112791 97126 15665 6501 5736 765 9164 3674 2627 51649 419 5490 31379 28897 76940 59930 is_linear=0 shrinkage=0.01 Tree=381 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 11 38 3 5 3 5 6 6 6 3 3 6 3 6 3 6 7 6 3 11 3 3 6 split_gain=10870.6 2720.08 626.557 241.183 150.354 59.1613 58.4637 45.5419 18.7478 17.7295 16.7595 16.778 16.7288 25.1963 15.2007 15.1612 15.0624 16.1936 14.787 17.5956 21.2329 14.8153 12.4139 12.2871 12.0783 15.303 12.0552 11.2942 11.1572 15.25 threshold=0.0043998162727802515 0.99473056197166454 6.4727209974080338e-05 0.2688089013099671 0.9999486804008485 0.00048551171494175006 0.8784809708595277 4.0456557144352709e-06 1.0000000180025095e-35 0.58637267904509294 2.5000000000000004 0.8185736677115989 3.5000000000000004 50.500000000000007 455.50000000000006 56.500000000000007 0.51739261947973392 0.48492424242424242 2.5000000000000004 0.8238526179702651 82.500000000000014 0.94754041967664271 414.50000000000006 1.0000000180025095e-35 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3564.32 1536.91 371.548 1019.14 949.398 333.506 244.944 1606.86 106.774 internal_count=911180 217327 693853 78530 55592 100148 138797 24543 21649 22938 11224 31049 7666 593705 65364 34784 7077 11714 3688 49419 19669 27724 8026 2894 6870 6554 2165 1631 19476 1046 is_linear=0 shrinkage=0.01 Tree=383 num_leaves=31 num_cat=0 split_feature=10 1 10 1 10 10 10 10 1 10 2 2 1 0 10 2 10 10 10 2 2 10 2 1 1 1 1 1 10 1 split_gain=1666.04 419.452 180.616 264.424 176.554 172.026 133.058 106.847 99.5286 88.06 81.3128 81.7766 72.5352 61.5065 58.1623 56.1342 51.5879 59.6134 50.9154 47.2353 55.768 45.5801 39.5633 37.5025 93.3019 39.7615 148.832 61.6133 88.8847 41.4653 threshold=2.8250000000000006 -1.0000000180025095e-35 4.1450000000000005 -8.4999999999999982 2.8250000000000006 4.995000000000001 6.4450000000000012 5.4850000000000012 -8.4999999999999982 9.1600000000000019 1.0000000180025095e-35 0.49844720496894418 -71.499999999999986 1.0000000180025095e-35 4.9850000000000012 0.2573593073593074 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46 10 3 3 5 5 5 10 18 3 0 5 3 split_gain=1636.5 327.964 177.546 170.801 160.499 100.339 87.5212 116.772 53.8623 53.7553 64.1834 52.0737 72.2423 51.4127 68.6823 71.5641 50.9327 81.6379 48.6724 46.5251 60.2437 46.295 44.6194 42.6994 41.689 39.9692 35.0737 33.5249 35.6289 32.9564 threshold=2.8250000000000006 1.0000000180025095e-35 4.1450000000000005 2.8250000000000006 5.5050000000000008 9.1600000000000019 1.0000000180025095e-35 4.995000000000001 1.0000000180025095e-35 0.50155279503105599 1.0000000180025095e-35 4.9850000000000012 0.74478940512375169 1.0000000180025095e-35 0.39415279556124627 0.31281565656565663 6.285000000000001 1.0000000180025095e-35 2.5450000000000004 0.48492424242424242 0.33477011494252878 1.5000000000000002 6.5000000000000009 2.5000000000000004 2.5750000000000006 1.0000000180025095e-35 0.99938118811881205 1.0000000180025095e-35 1.5000000000000002 0.42907444668008049 decision_type=10 2 10 8 10 10 2 10 2 2 2 10 2 2 2 2 8 2 8 2 2 10 10 10 8 2 2 2 10 2 left_child=1 3 23 29 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149.24365466833115 60.664619700983167 354.27853931160644 12.326602103654293 35.886102016083896 43.840137332677841 leaf_count=12108 52398 41858 53671 159651 49315 145651 78964 1299 15537 31768 13209 12119 75188 846 1484 14882 2238 3582 15760 985 31154 23288 40324 13735 6801 2610 9772 349 189 445 internal_value=0 0.00404234 0.00617549 -0.00146137 -0.0019612 -0.00123889 -0.00414576 -0.00639488 -0.000908865 0.000274096 -0.00392601 -0.000518502 -0.00116282 -0.00193421 0.0050518 -0.00115296 0.00256334 -0.00155063 2.44924e-06 0.00136721 0.00211359 0.000675179 0.00020262 -0.00228474 -0.00573021 0.00138578 -0.00105024 -0.0102995 -0.0195348 0.00147926 internal_weight=0 7206.35 4009.32 20129.1 15628.1 11744.8 3883.32 1925.31 353.608 4500.99 2482.99 9261.77 6015.02 1958.02 106.36 679.173 245.979 135.003 580.395 3197.02 2344.63 3246.75 2782.34 896.862 318.527 1885.48 506.996 108.877 48.2127 398.119 internal_count=911180 139776 95529 771404 687238 533973 153265 101620 22656 84166 189502 344471 234839 51645 2330 43851 7119 4881 28969 44247 32139 109632 97513 43824 20536 53689 13365 3148 538 10217 is_linear=0 shrinkage=0.01 Tree=386 num_leaves=31 num_cat=0 split_feature=10 1 10 10 1 6 10 5 10 10 5 10 6 1 2 10 6 10 10 1 1 1 2 6 5 4 1 10 1 1 split_gain=1578.88 406.672 176.266 171.949 255.294 217.762 168.54 134.283 130.382 76.7239 167.687 76.7195 79.1106 70.3289 55.8501 56.4303 55.7881 48.019 43.1183 42.5251 80.3324 57.872 43.0886 41.7747 41.467 43.3005 47.9437 50.4219 40.3237 116.12 threshold=2.8250000000000006 -1.0000000180025095e-35 2.8250000000000006 4.1450000000000005 -8.4999999999999982 51.500000000000007 4.995000000000001 2.5000000000000004 6.4750000000000005 5.9350000000000014 2.5000000000000004 5.4850000000000012 8.5000000000000018 -71.499999999999986 0.5325381140598533 4.9850000000000012 154.50000000000003 2.5450000000000004 2.5750000000000006 -287.49999999999994 -131.49999999999997 -189.49999999999997 0.023937770392229853 17.500000000000004 2.5000000000000004 27.500000000000004 -143.49999999999997 5.1250000000000009 -60.499999999999993 -56.499999999999993 decision_type=10 8 8 10 8 2 10 10 8 10 10 10 2 8 2 10 2 8 8 10 10 10 2 2 10 8 10 8 10 10 left_child=1 17 -3 13 5 11 14 -8 -9 -7 16 12 24 -2 15 -6 -11 -1 -19 -13 21 -21 -23 -17 25 26 27 -5 -22 -30 right_child=3 2 -4 4 6 9 7 8 -10 10 -12 19 -14 -15 -16 23 -18 18 -20 20 28 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.00067904299684013499 -0.0019085768897250414 0.0042685823522164721 0.0084992684178830085 -0.0033048213679199106 -0.0015089318815136054 -0.0051304629979959096 -0.0077126567973106264 -0.0052511951398248888 0.0069528811296346738 0.0052060837436486776 -0.008416545502445489 0.0034685069955274618 -0.0036475132242203361 0.00071882097926997545 -0.0051747770927488236 -0.0083105395653881777 -0.0018343404433704543 0.0083139969261472445 0.0017970538100381039 -0.00038327985921257201 0.0022585554645595403 -0.0091724678510419749 -0.00178639676348945 0.0093813394374024604 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44.154 42.9289 40.8777 39.7864 61.1765 132.916 37.8925 30.8359 58.3561 28.259 41.3567 38.243 30.0111 28.0512 27.8027 31.7534 26.5028 26.0946 threshold=0.0043998162727802515 0.99766892194747936 6.4727209974080338e-05 -1.0000000180025095e-35 6.5450000000000008 0.78322452306747448 -7.4999999999999991 0.9999486804008485 2.5450000000000004 4.9150000000000009 0.65440738201141369 4.0456557144352709e-06 5.2250000000000005 0.068259380757808671 8.3400000000000016 6.1150000000000011 -57.499999999999993 -56.499999999999993 0.00042608799412840006 -380.49999999999994 3.1450000000000005 0.52391349552921618 1.5000000000000002 -64.499999999999986 -62.499999999999993 5.7250000000000005 214.50000000000003 0.78322452306747448 2.2250000000000005 0.38480769230769235 decision_type=2 2 2 8 8 2 8 2 10 10 2 2 10 2 10 8 10 10 2 10 10 2 2 10 10 10 2 2 10 2 left_child=2 3 11 5 9 8 12 19 21 10 -5 -1 18 -10 28 -7 -17 -18 -4 20 -3 23 -23 -2 -25 -11 27 -6 -8 -27 right_child=1 7 6 4 26 15 14 -9 13 25 -12 -13 -14 -15 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2061.7271843217313 568.34275681339204 2755.8157572448254 3.3388501480221739 385.51517390459776 25.410014826804399 83.71827046200633 1122.9828683780506 825.20455681532621 225.72660129889846 140.5442458614707 165.76464800164104 17.618347473442554 171.62499541044235 28.726029213517904 5.7496036142110816 163.26061572507024 723.55020631942898 36.570377676747739 leaf_count=469083 1283 7278 29459 10720 1712 7652 614 122164 19891 8273 5080 124622 20600 14147 37 2804 114 739 24497 7819 1536 707 885 85 869 208 32 2897 24941 432 internal_value=0 0.0049689 -0.0077196 0.00168697 -0.00173177 0.00300873 -0.00405279 0.00986611 0.00197178 -0.00285882 -0.00186028 -0.00931794 -0.00275004 0.00251511 -0.00788701 0.00581897 0.00337392 -0.00323603 -0.00349752 0.00739877 0.00548846 -0.00127541 0.00105904 -0.00289293 0.000506715 -0.00661234 0.00500419 0.00468265 -0.00802924 -0.000503278 internal_weight=0 16553 10691 9911.03 2763.43 7147.6 3245.47 6642 5221.08 2367.33 1869.89 7445.55 2422.41 4472.7 823.06 1926.52 494.643 109.128 1854.07 1344.01 518.808 748.383 306.309 442.074 189.243 497.443 396.098 390.348 819.721 65.2964 internal_count=911180 217327 693853 78530 29354 49176 100148 138797 37867 24713 15800 593705 74556 34038 25592 11309 3657 853 53956 16633 8814 3829 1592 2237 954 8913 4641 4609 25555 640 is_linear=0 shrinkage=0.01 Tree=388 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 10 11 11 3 11 10 6 6 6 10 10 6 10 10 3 11 5 10 5 10 10 10 5 4 split_gain=10311.4 2645.86 627.223 267.763 103.576 72.3952 71.1941 55.8893 52.3457 46.4243 43.5515 41.6745 30.982 28.1293 26.8826 64.0633 26.1404 25.5504 24.0666 22.8144 50.4987 24.9789 22.4014 21.8614 20.4781 31.6774 20.3959 22.9372 20.0876 19.9042 threshold=0.0043998162727802515 0.99766892194747936 5.9116524425917312e-05 0.65440738201141369 0.9999486804008485 5.455000000000001 5.4450000000000012 0.13270235061645502 0.00073490195791230009 0.22271825396825398 4.0456557144352709e-06 4.8650000000000011 14.500000000000002 421.50000000000006 12.500000000000002 6.0750000000000011 3.3550000000000004 408.50000000000006 5.995000000000001 6.0450000000000008 0.38913470993117016 0.8784809708595277 2.5000000000000004 6.0750000000000011 2.5000000000000004 7.5550000000000006 9.7700000000000014 8.2000000000000011 2.5000000000000004 42.000000000000007 decision_type=2 2 2 2 2 8 10 2 2 2 2 8 2 2 2 10 8 2 10 10 2 2 10 10 10 10 8 10 10 8 left_child=2 3 10 6 -3 8 7 29 -4 26 -1 22 -7 19 15 -11 -9 -16 -14 21 -21 -13 -5 -12 25 -22 27 -8 -18 -2 right_child=1 4 5 11 -6 12 9 16 -10 14 23 13 18 -15 17 -17 28 -19 -20 20 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0098011690732563734 -0.00089831124772310369 0.0073643228896427991 -0.0062983274601921824 0.0028956165533638549 0.010482110186758795 -0.0029825362382193067 -0.00084193963233188151 -0.00041431430940797753 -0.0033033515197564691 0.0054899126824040547 -0.0083813814714761101 0.0037732230520110548 -0.0015192789960033091 -0.0056418304277035093 0.0062770299268268782 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2087 110456 3057 5801 125 3620 1068 9687 228 4239 1110 587 7952 360 10911 565 477 31 85 1134 10 internal_value=0 0.00493777 -0.00769883 0.00167123 0.00984936 -0.00407724 0.000465574 1.07603e-05 -0.0049996 0.00289582 -0.00933068 0.00391358 -0.00169641 0.00484571 0.0039631 0.00212054 0.00116989 0.00575793 0.000920437 0.00497908 0.00304642 0.00557352 0.00262262 -0.0080655 0.00537397 0.00713559 -0.00138798 -0.00195647 0.00187069 -0.000877909 internal_weight=0 16491.4 10613.1 9904.32 6587.05 3296.7 6441.1 5425.69 2376.15 1015.4 7316.43 3463.22 920.55 2011.1 812.878 401.105 2354.55 411.773 303.344 1985.85 467.124 1518.72 1452.12 1983.29 311.182 211.462 202.523 196.226 1632.42 3071.15 internal_count=911180 217327 693853 78530 138797 103403 55592 47371 83050 8221 590450 22938 20353 13873 7003 3155 14053 3848 10040 13748 2739 11009 9065 121367 1629 1064 1218 1187 10821 33318 is_linear=0 shrinkage=0.01 Tree=389 num_leaves=31 num_cat=0 split_feature=11 11 11 11 46 46 11 46 11 11 3 4 11 11 46 38 11 3 4 11 38 11 46 5 5 4 5 3 3 6 split_gain=10166.1 2631.61 627.797 263.025 183.879 137.981 104.71 74.6797 43.8944 41.3545 40.7561 58.3987 27.6685 24.2902 23.7228 23.5477 21.5118 20.7296 19.9642 19.8232 18.7739 18.1868 17.5207 15.3473 25.2483 15.0602 14.8032 13.595 13.4648 25.0666 threshold=0.0043998162727802515 0.99766892194747936 5.9116524425917312e-05 0.65440738201141369 1.0000000180025095e-35 1.0000000180025095e-35 0.9999486804008485 1.0000000180025095e-35 4.0456557144352709e-06 0.00032736793218645006 0.38119783996072654 21.500000000000004 0.94052824378013633 0.13270235061645502 1.0000000180025095e-35 1.0000000180025095e-35 0.068259380757808671 0.87439320388349528 21.500000000000004 0.094556797295808764 1.0000000180025095e-35 0.97252115607261669 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 23.500000000000004 2.5000000000000004 0.55329477380706471 0.091229193341869366 26.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 8 2 2 2 2 8 10 10 10 2 2 2 left_child=2 3 8 4 13 -4 14 15 -1 -7 11 -6 17 20 27 18 -13 26 -5 -12 23 -20 -10 25 -25 -2 -9 -3 29 -14 right_child=1 6 5 7 10 9 -8 12 22 -11 19 16 28 -15 -16 -17 -18 -19 21 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0097958303607287821 0.0010048681076548192 0.0069470217766636764 -0.0069743882683010747 0.0057704826000970653 -0.0050002538921964457 -0.0045060063111025837 0.010472231258535589 0.0038795130085749552 -0.0091050127156921418 -0.0016215762015551899 0.0015790153192787142 -0.00041509913236057399 0.0051176072320295142 -0.00072205083392003341 0.0085670221121266679 0.010033465027228098 0.0022185205689449652 0.0071731337973516178 0.00061857654341946982 0.0032698016117589869 0.00984085935660255 0.0030916685598759014 -0.0072054821780545902 0.040643253848857704 0.0016925080292304309 -0.0033680127288591376 -5.9077497370661099e-05 0.0038007557249521784 0.007048222716401896 -0.0086103724909150931 leaf_weight=5282.934028971009 84.806858265772462 408.18523494713008 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0.00340769 0.00588844 0.00635521 0.00431277 internal_weight=0 16433.5 10536 9900.58 6441.93 3284.79 6532.89 3458.66 7251.17 2202.22 4222 1444.87 2030.66 2219.92 1330.04 1428 1264.55 1079.38 1391.3 2777.13 1212.01 1268.6 1968.23 1200.41 11.4124 1189 905.001 615.16 951.281 241 internal_count=911180 217327 693853 78530 55592 103403 138797 22938 590450 67424 31049 9006 11714 24543 16633 11224 7808 5372 11017 22043 16835 10075 121367 16711 176 16535 4466 9538 6342 2019 is_linear=0 shrinkage=0.01 Tree=390 num_leaves=31 num_cat=0 split_feature=6 1 1 2 2 1 3 6 1 2 6 1 1 6 3 1 3 3 1 2 1 1 3 3 2 6 1 1 6 6 split_gain=416.53 157.737 143.215 87.1685 81.7048 62.0866 53.7661 48.2169 39.4103 46.3577 36.1975 53.9949 44.4074 36.0665 32.2574 29.3927 26.0108 24.2593 22.0028 43.0365 21.8671 60.6199 32.9558 55.7511 36.8479 34.3204 32.6078 29.8592 41.8763 29.3761 threshold=1.5000000000000002 -120.49999999999999 -252.49999999999997 0.040202020202020204 0.48581488933601619 -8.4999999999999982 0.48846085567193326 160.50000000000003 -268.49999999999994 0.98936170212765973 31.500000000000004 -56.499999999999993 -65.499999999999986 1.0000000180025095e-35 0.31281565656565663 -254.49999999999997 0.24165739710789766 0.37341365461847392 -118.49999999999999 0.21089696071163824 -66.499999999999986 -59.499999999999993 0.66349106014087067 0.66781609195402314 0.12560679611650488 15.500000000000002 -56.499999999999993 -61.499999999999993 25.500000000000004 10.500000000000002 decision_type=2 8 10 2 2 10 2 2 10 2 2 8 10 2 2 10 2 2 10 2 8 8 2 2 2 2 8 10 2 2 left_child=2 7 4 -3 -1 10 8 -2 9 13 20 12 18 16 -10 -8 -6 -18 19 -12 -5 22 27 25 29 -24 -23 -22 -29 -25 right_child=1 3 -4 5 6 -7 15 -9 14 -11 11 -13 -14 -15 -16 -17 17 -19 -20 -21 21 26 23 24 -26 -27 -28 28 -30 -31 leaf_value=0.0012023484573803784 -0.0026828601784448318 0.0017831228670485112 0.0001944691824242313 -0.0016604381842369592 -0.0029328333493117194 -0.0081542919035368904 0.0049276510052777382 -0.006071213064610002 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34.924007686786354 3011.4473282052204 96.891210721805692 73.866476980503649 34.610867937095463 leaf_count=85127 154236 26859 151562 41885 2767 16697 32388 41281 458 11261 88 107740 38854 4480 763 47 21241 9094 51230 331 5490 3663 389 2151 3109 376 93463 2222 1452 476 internal_value=0 -0.00127183 0.00122014 -0.000658641 0.00224793 -0.00101319 0.0033995 -0.00321347 0.00239183 0.0021364 -0.000914306 -0.00161787 -0.00317941 0.00127368 0.0100834 0.00505182 0.00181173 0.00222613 -0.00178992 0.015701 -0.000321035 2.59722e-05 0.00282393 0.00562309 0.00320926 0.0147151 -0.000553838 0.000988408 0.00411548 0.00762096 internal_weight=0 13248.6 13585.5 10068.8 6785.76 8792.13 3229.22 3179.83 2005.91 1941.44 8672.04 3967.25 1421.13 1480.09 64.4747 1223.31 1322.92 1216.66 878.404 7.13365 4704.8 3736.7 641.423 254.03 200.737 53.2931 3095.28 387.394 170.758 97.431 internal_count=911180 591992 319188 396475 167626 369616 82499 195517 50064 48843 352919 198243 90503 37582 1221 32435 33102 30335 51649 419 154676 112791 15665 6501 5736 765 97126 9164 3674 2627 is_linear=0 shrinkage=0.01 Tree=391 num_leaves=31 num_cat=0 split_feature=10 1 10 1 10 6 10 5 10 1 10 5 10 5 6 10 2 6 10 1 1 1 2 1 6 1 1 1 10 10 split_gain=1481.51 357.656 191.852 215.99 217.043 211.314 155.529 129.633 124.724 118.713 64.9064 162.441 62.9798 81.3271 66.0816 58.4502 54.6825 53.2882 51.8024 41.7948 74.4036 55.6994 42.5959 40.1395 39.3236 38.8996 113.947 70.3932 82.1255 41.71 threshold=2.7350000000000008 -1.0000000180025095e-35 3.5650000000000004 -8.4999999999999982 4.995000000000001 51.500000000000007 2.7350000000000008 2.5000000000000004 6.4750000000000005 -12.499999999999998 5.9350000000000014 2.5000000000000004 5.4850000000000012 1.5000000000000002 1.5000000000000002 2.5450000000000004 0.57719393282773568 154.50000000000003 4.9850000000000012 -287.49999999999994 -131.49999999999997 -189.49999999999997 0.023937770392229853 -288.49999999999994 17.500000000000004 -60.499999999999993 -56.499999999999993 -57.499999999999993 6.1150000000000011 7.2950000000000008 decision_type=10 8 10 8 10 2 8 10 10 8 10 10 10 10 2 8 2 2 10 10 10 10 2 8 2 10 10 10 10 10 left_child=1 15 9 5 16 12 -3 -6 -9 -2 -7 17 13 -4 -15 -1 18 -12 -5 23 21 -21 -23 -14 -20 -22 27 -27 -29 -28 right_child=2 6 3 4 7 10 -8 8 -10 -11 11 -13 19 14 -16 -17 -18 -19 24 20 25 22 -24 -25 -26 26 29 28 -30 -31 leaf_value=-0.00067972512279595358 -0.0011471664944002749 0.0042629550688739297 -0.00026130739070151548 -0.001316298087195088 -0.0076680935978719533 -0.004697067569444247 0.0084292665824090476 -0.0051963194432907605 0.0068807306765943967 0.0022693053052405448 0.0051705271659848494 -0.0083609021533709461 0.0029168658659374882 -0.0011619879003827117 -0.0047812944373684741 0.0024370528469464816 -0.0046336231225950165 -0.0017556137458098237 -0.0077412192468943987 -0.00034139198600875492 0.0022120351541112479 -0.0091417548823440921 -0.0017112314237492804 0.01960459561873348 0.0092127871816990465 -0.0028734469596730051 0.00030476834599266862 0.0033217881975803314 -0.026706453687441636 0.01072754559036971 leaf_weight=841.98728377372026 1993.6213954752311 1882.0921310279518 4259.1790072037838 1688.8660113550723 1483.7222438394092 1848.950423059985 1710.1392122860998 255.04828836303204 128.64322189986706 2076.2509869458154 266.49786434462294 208.90823373897001 445.68050147220492 1205.6432890212163 867.39863679884002 2108.3118753973395 506.88804005738348 190.48061006236821 16.560776619240642 569.31638420559466 1358.6848350111395 162.44247615383938 146.93020855309442 14.895503459498284 78.666263428982347 59.407871040981263 350.4751241276972 12.181159017141907 36.100015539675951 43.118502164725214 leaf_count=12108 41730 37093 144527 40349 83030 149728 53671 15353 3237 30427 7732 26131 11845 44528 55704 28713 15528 9988 595 23288 40324 13735 6801 274 1376 2610 9772 349 189 445 internal_value=0 0.00412749 -0.0013453 -0.0018328 -0.00379779 -0.00115449 0.00624639 -0.00632826 -0.00114715 0.000595751 -0.00373296 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27.8147 45.5683 34.7155 27.452 40.4401 37.4696 29.4621 27.296 31.384 threshold=0.0043998162727802515 0.99766892194747936 5.9116524425917312e-05 -1.0000000180025095e-35 6.5450000000000008 0.78322452306747448 -7.4999999999999991 0.99997490644454967 2.5450000000000004 4.9150000000000009 0.65440738201141369 5.2250000000000005 4.0456557144352709e-06 0.068259380757808671 0.00042608799412840006 8.3400000000000016 6.1150000000000011 -57.499999999999993 -56.499999999999993 -380.49999999999994 3.1450000000000005 5.7250000000000005 0.61138079827400227 0.63673020527859248 0.52391349552921618 1.5000000000000002 -64.499999999999986 -62.499999999999993 214.50000000000003 0.78322452306747448 decision_type=2 2 2 8 8 2 8 2 10 10 2 10 2 2 2 10 8 10 10 10 10 10 2 2 2 2 10 10 2 2 left_child=2 3 12 5 9 8 11 19 24 10 -5 14 -1 -10 -4 -8 -7 -18 -19 20 -3 -11 -23 -24 26 -26 -2 -28 29 -6 right_child=1 7 6 4 28 16 15 -9 13 21 -12 -13 -14 -15 -16 -17 17 18 -20 -21 -22 22 23 -25 25 -27 27 -29 -30 -31 leaf_value=-0.0097895602157220159 -0.0054075119615031057 0.0083606896881348453 -0.0052700586639973755 -0.0033089771186094476 0.0021711412490590439 0.006554923544394191 -0.0079772819972665464 0.010521914667298123 0.0012702490290261823 -0.007495454084010803 0.00041269014439129092 -0.00027382683106621462 -0.0080231255375161157 0.0032249834663613604 -0.0022711867105786503 0.026375803060739857 0.0051381887959502564 -0.022654126572686801 0.0027295959913837329 0.0086455781955049448 0.002119426355054833 -0.0061536882727906148 0.023631855545491499 -0.0025163923864875873 -0.0029381635889480563 0.0043554919360699234 0.012805172401147653 -0.00078435615633712635 0.026505092789365629 0.0079644003151209727 leaf_weight=5215.3890299173072 252.43403032794595 334.70198252424598 750.16235026530921 1145.5561687806621 225.54219179973006 1422.8413731269538 826.13173174019903 4939.7033790536225 1716.8900442793965 427.9801262775436 718.92784623429179 575.38872548006475 1949.2719858395867 2757.5548053719103 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493.084 65.1041 20.5117 747.629 306.17 441.459 189.025 391.042 385.282 internal_count=911180 217327 693853 78530 29354 49176 103403 138797 37867 24713 15800 76924 590450 34038 55590 26479 11309 3657 853 19887 10706 8913 640 143 3829 1592 2237 954 4641 4609 is_linear=0 shrinkage=0.01 Tree=393 num_leaves=31 num_cat=0 split_feature=10 1 10 1 10 6 10 5 10 1 10 5 10 5 4 6 10 6 10 3 1 1 1 1 10 1 1 1 10 10 split_gain=1436.28 350.533 184.606 211.601 212.829 205.523 154.154 127.131 121.263 115.398 63.7329 159.422 60.7776 79.8368 73.5488 64.698 56.892 51.9376 46.5562 60.4396 40.8431 71.8762 54.4759 39.2443 38.2099 37.7825 110.829 67.4473 79.0314 40.8731 threshold=2.7350000000000008 -1.0000000180025095e-35 3.5650000000000004 -8.4999999999999982 4.995000000000001 51.500000000000007 2.7350000000000008 2.5000000000000004 6.4750000000000005 -12.499999999999998 5.9350000000000014 2.5000000000000004 5.4850000000000012 1.5000000000000002 27.500000000000004 1.5000000000000002 2.5450000000000004 154.50000000000003 4.9850000000000012 0.74478940512375169 -287.49999999999994 -131.49999999999997 -189.49999999999997 -288.49999999999994 5.1450000000000005 -60.499999999999993 -56.499999999999993 -57.499999999999993 6.1150000000000011 7.2950000000000008 decision_type=10 8 10 8 10 2 8 10 10 8 10 10 10 10 8 2 8 2 10 2 8 10 10 10 10 10 10 10 10 10 left_child=1 16 9 5 18 12 -3 -6 -9 -2 -7 17 13 14 24 -15 -1 -12 -5 -20 23 22 -22 -14 -4 -23 27 -27 -29 -28 right_child=2 6 3 4 7 10 -8 8 -10 -11 11 -13 20 15 -16 -17 -18 -19 19 -21 21 25 -24 -25 -26 26 29 28 -30 -31 leaf_value=-0.00067508047954539351 -0.001139511716774467 0.0042167871413936846 -0.0046392762077226172 -0.0020247013047977121 -0.007624670832095397 -0.0046501642116660987 0.0083896769481771397 -0.0051468455502674251 0.0068198709853791173 0.0022372846157400848 0.0051213758354839555 -0.008331874308214712 0.002885127626568942 -0.0011469610320468423 0.00038679901844484408 -0.0047405924768368305 0.0024064328514172874 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28713 9988 1020 1310 23288 40324 20536 274 12384 2610 9772 349 189 445 internal_value=0 0.00408235 -0.00132755 -0.00180758 -0.00376267 -0.00113537 0.00619654 -0.00628742 -0.00113225 0.000580991 -0.00368986 -0.00102877 -0.000463856 -0.00103273 -0.000248646 -0.00264813 0.00152664 0.00227199 -0.00171635 0.0049195 0.000662267 0.000197172 -0.00216909 0.00342023 -0.0029762 0.00131201 -0.00103818 -0.0100313 -0.0187767 0.00142884 internal_weight=0 6487.46 20150.3 16100.7 4119.45 11981.3 3550.42 1844.15 379.842 4049.53 2493.98 661.345 9487.31 6303.19 4243.5 2059.7 2937.04 455.482 2275.3 101.032 3184.12 2724.64 872.582 459.476 801.816 1852.06 499.54 107.536 48.4524 392.004 internal_count=911180 131585 779595 707438 159468 547970 90764 101620 18590 72157 193579 43851 354391 244759 144527 100232 40821 17720 57848 2330 109632 97513 43824 12119 34567 53689 13365 3148 538 10217 is_linear=0 shrinkage=0.01 Tree=394 num_leaves=31 num_cat=0 split_feature=10 1 10 1 10 6 10 5 10 1 10 5 10 5 4 6 10 6 10 3 1 1 1 1 10 10 1 1 1 3 split_gain=1410.83 346.801 181.289 208.433 210.813 202.372 154.041 125.718 119.228 113.154 62.8509 157.26 59.6078 78.4511 72.2139 63.8289 55.7715 50.8144 45.7893 59.637 39.9891 70.5044 53.7052 38.3337 37.8265 37.6431 43.2474 57.2169 50.2071 69.0682 threshold=2.7350000000000008 -1.0000000180025095e-35 3.5650000000000004 -8.4999999999999982 4.995000000000001 51.500000000000007 2.7350000000000008 2.5000000000000004 6.4750000000000005 -12.499999999999998 5.9350000000000014 2.5000000000000004 5.4850000000000012 1.5000000000000002 27.500000000000004 1.5000000000000002 2.5450000000000004 154.50000000000003 4.9850000000000012 0.74478940512375169 -287.49999999999994 -131.49999999999997 -189.49999999999997 -288.49999999999994 4.9450000000000012 2.5750000000000006 -64.499999999999986 -62.499999999999993 -65.499999999999986 0.87439320388349528 decision_type=10 8 10 8 10 2 8 10 10 8 10 10 10 10 8 2 8 2 10 2 10 10 10 10 10 8 10 10 10 2 left_child=1 16 9 5 18 12 -3 -6 -9 -2 -7 17 13 14 -4 -15 -1 -12 24 -20 23 22 -22 -14 -5 -18 28 -28 -27 -30 right_child=2 6 3 4 7 10 -8 8 -10 -11 11 -13 20 15 -16 -17 25 -19 19 -21 21 -23 -24 -25 -26 26 27 -29 29 -31 leaf_value=-0.00066842450208303252 -0.0011286330217430635 0.004182995879931076 -0.0029519146821751353 -0.0016871124902492361 -0.0075930822425493505 -0.0046210666258826444 0.008363953141442981 -0.0051132629662081252 0.0067705550952961166 0.0022159370419380384 0.0050622229821230625 -0.0083093606145388833 0.0028543957611472559 -0.0011360898580489716 0.00038286140125160163 -0.0047094786299579075 0.0082102538450102118 -0.0017140587223846524 -0.0097297358273312259 0.0089634324122283612 -0.00032917494765453503 0.0012988040649024957 -0.0055346664126584072 0.019138005862676128 -0.0074665005651813566 0.0022583951114861049 0.012790676185357029 0.0030802036637739873 -0.0033226468739869382 0.013484505938489336 leaf_weight=838.42269237991422 1985.3624857170507 1862.2693284656852 800.34074049489573 2052.7953419727273 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0.78322452306747448 6.4450000000000012 -7.4999999999999991 0.99997490644454967 2.5450000000000004 4.9450000000000012 0.65440738201141369 4.0456557144352709e-06 0.00042608799412840006 1.5000000000000002 6.1150000000000011 -57.499999999999993 -56.499999999999993 8.3400000000000016 2.5000000000000004 6.5000000000000009 3.4650000000000003 2.6250000000000004 0.22271825396825398 27.500000000000004 -380.49999999999994 3.1450000000000005 0.78322452306747448 5.5950000000000006 0.52391349552921618 -64.499999999999986 decision_type=2 2 2 8 2 8 8 2 10 10 2 2 2 10 8 10 10 10 10 10 10 10 2 8 10 10 2 10 2 10 left_child=2 3 11 4 8 9 12 24 28 10 -5 -1 27 20 -6 18 -17 -8 -16 -11 21 -10 23 -22 25 -3 -7 -4 29 -2 right_child=1 7 6 5 14 26 17 -9 13 19 -12 -13 -14 -15 15 16 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0097828383069832239 -0.0053738511391155106 0.0083143722521144096 -0.0050158139678474403 -0.0033595683120232677 0.0065187417135064872 0.0025146537279801227 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11309 3657 853 26479 2804 8380 22715 4349 18366 3756 19887 10706 4676 43293 3829 2237 is_linear=0 shrinkage=0.01 Tree=396 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 11 11 11 11 6 1 11 3 4 2 5 1 1 1 11 5 1 4 5 5 5 1 4 split_gain=9652.94 2563.87 628.452 426.158 194.308 159.691 107.682 107.167 49.3886 45.0351 44.0112 32.111 31.1082 26.8837 25.2694 31.8211 25.1425 49.3816 49.3762 74.7542 24.7197 18.7416 20.5881 18.6969 18.0977 16.6479 15.4587 14.625 20.1396 15.8806 threshold=0.0043998162727802515 0.99766892194747936 5.9116524425917312e-05 -1.0000000180025095e-35 0.78322452306747448 -7.4999999999999991 0.99997490644454967 0.3781151175498963 0.13270235061645502 4.0456557144352709e-06 0.00042608799412840006 455.50000000000006 -380.49999999999994 0.97252115607261669 0.37529342723004699 19.500000000000004 0.89596861471861489 3.5000000000000004 -57.499999999999993 -56.499999999999993 -348.49999999999994 0.94052824378013633 1.5000000000000002 -63.499999999999993 16.500000000000004 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27.6802 47.7018 37.9016 32.3392 27.3517 32.5422 26.5479 33.2605 25.6083 threshold=0.0043998162727802515 0.99766892194747936 5.9116524425917312e-05 -1.0000000180025095e-35 0.78322452306747448 6.4450000000000012 -7.4999999999999991 0.99997490644454967 2.5450000000000004 4.9450000000000012 0.65440738201141369 4.0456557144352709e-06 5.2250000000000005 0.00042608799412840006 0.068259380757808671 6.1150000000000011 -57.499999999999993 -56.499999999999993 8.3400000000000016 -380.49999999999994 3.1450000000000005 5.3550000000000013 0.61138079827400227 0.63673020527859248 5.3650000000000011 214.50000000000003 0.78322452306747448 9.5000000000000018 0.35743321718931476 2.2250000000000005 decision_type=2 2 2 8 2 8 8 2 10 10 2 2 10 2 2 8 10 10 10 10 10 10 2 2 10 2 2 2 2 10 left_child=2 3 11 4 8 9 12 19 27 10 -5 -1 13 -4 -10 -6 -17 -18 29 20 -3 -11 -23 -24 -25 26 -7 -2 -29 -8 right_child=1 7 6 5 15 25 18 -9 14 21 -12 -13 -14 -15 -16 16 17 -19 -20 -21 -22 22 23 24 -26 -27 -28 28 -30 -31 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153.031 42.5393 29.7179 388.529 382.791 746.962 172.012 807.056 internal_count=911180 217327 693853 78530 49176 29354 103403 138797 37867 24678 16298 590450 76924 55590 34038 11309 3657 853 26479 19887 10706 8380 2275 491 388 4676 4644 3829 942 26442 is_linear=0 shrinkage=0.01 Tree=398 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 10 1 11 10 10 11 11 10 5 11 10 1 1 10 5 6 10 10 3 4 1 10 5 11 6 split_gain=9382.28 2534.41 629.303 409.624 189.112 184.44 157.302 109.941 86.8364 81.2119 56.9936 45.7295 43.7726 39.1778 38.6789 37.4478 55.5721 112.911 37.0192 35.6534 57.0335 30.8846 46.113 41.9292 69.5682 30.639 54.2064 29.0732 26.9568 31.8798 threshold=0.0043998162727802515 0.99766892194747936 5.9116524425917312e-05 -1.0000000180025095e-35 0.78322452306747448 6.4450000000000012 -7.4999999999999991 0.99997490644454967 2.5450000000000004 4.9150000000000009 0.65440738201141369 4.0456557144352709e-06 5.2250000000000005 1.5000000000000002 0.00042608799412840006 6.1150000000000011 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77.5225 71.4415 71.0838 93.219 51.1175 42.6769 42.0786 35.6242 36.4847 31.5908 31.5474 31.7481 53.5855 29.4385 28.0005 51.2219 27.54 93.1578 43.1672 38.9939 26.9974 66.5327 54.3522 35.143 26.532 25.5502 28.6806 24.8038 threshold=2.5000000000000004 -371.49999999999994 0.96784532671629464 1.0000000180025095e-35 0.50155279503105599 20.500000000000004 0.50144508670520238 1.0000000180025095e-35 0.98936170212765973 -8.4999999999999982 0.54186137071651097 0.16749174917491746 -144.49999999999997 0.87439320388349528 0.91723744292237452 -35.499999999999993 -66.499999999999986 -65.499999999999986 0.56550343249427926 0.48581488933601619 29.500000000000004 -375.49999999999994 -60.499999999999993 -64.499999999999986 -56.499999999999993 -84.499999999999986 -57.499999999999993 -310.49999999999994 0.90501253132832093 0.76230831315577086 decision_type=10 10 2 2 2 8 2 2 2 10 2 2 10 2 2 10 8 8 2 2 10 10 10 10 10 10 10 10 2 2 left_child=1 8 4 15 5 22 -7 -6 18 10 -9 -8 -12 29 -15 -2 27 -18 19 -1 21 -20 23 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internal_weight=0 23154.3 14455.6 2873.21 13099.9 7327.83 6117.84 5772.04 8698.74 5026.57 4944.02 3182.07 4645.67 3680.47 557.974 487.699 2385.51 1073.47 8099.05 6398.41 1700.64 618.048 1209.99 847.879 362.111 759.388 55.3505 1312.04 246.311 3122.5 internal_count=911180 751747 512733 159433 486295 213622 165199 272673 239014 229386 218257 108909 201958 150751 24256 9972 149461 58901 223535 175417 48118 18648 48423 32790 15633 31215 1136 90560 14938 126495 is_linear=0 shrinkage=0.01 Tree=400 num_leaves=31 num_cat=0 split_feature=5 0 2 2 3 2 2 4 3 0 4 3 2 4 3 2 18 3 3 5 5 2 5 2 2 2 2 2 3 5 split_gain=220.061 90.2702 112.748 87.2826 70.2255 60.9397 54.0784 39.6159 32.8696 29.388 28.9336 24.2147 22.5496 20.578 19.7211 17.5511 17.3291 15.938 15.5107 14.7719 29.22 30.1344 21.522 22.8889 20.5576 30.6297 19.9655 16.7159 16.7515 16.6708 threshold=2.5000000000000004 1.0000000180025095e-35 0.028778467908902653 0.49184758529020828 1.0000000180025095e-35 0.5265987549518959 0.74891304347826104 26.500000000000004 0.41202270381836947 1.0000000180025095e-35 29.500000000000004 0.27320574162679429 0.31158186076218869 20.500000000000004 0.66349106014087067 1.0000000180025095e-35 1.0000000180025095e-35 0.28015151515151521 0.73368794326241138 11.500000000000002 5.5000000000000009 0.62532051282051293 3.5000000000000004 0.22756041426927498 0.23132664437012262 0.25092592592592594 0.22271825396825398 0.71068484464172488 0.28629976580796251 7.5000000000000009 decision_type=10 2 2 2 2 2 2 8 2 2 8 2 2 8 2 2 2 2 2 10 10 2 10 2 2 2 2 2 2 10 left_child=1 2 13 7 -2 -5 11 -3 -7 17 -8 -4 16 15 -14 -1 -13 -6 -11 20 22 -22 24 26 -19 -26 -24 -27 -29 -23 right_child=4 3 6 5 9 8 10 -9 -10 18 -12 12 14 -15 -16 -17 -18 19 -20 -21 21 29 23 -25 25 27 -28 28 -30 -31 leaf_value=-0.0019394795970837956 0.00083515822511022052 -0.0020873121811618 -0.0060127985198094348 0.0040026701800040775 -0.0073941343369419918 0.0015157368245123537 -0.0004512344395862879 0.00076844803844453252 -0.0041747924359860867 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134801 125646 4835 120811 67801 53010 41450 14004 38602 270 448 is_linear=0 shrinkage=0.01 Tree=401 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 11 11 4 6 6 38 2 4 2 18 2 6 18 6 2 2 2 11 6 4 6 2 11 split_gain=9230.52 2517.5 629.382 239.469 110.978 59.1346 46.0614 44.5484 35.501 18.6416 13.5135 12.3619 11.6226 11.3761 15.402 12.648 16.5725 11.0363 26.4031 10.8007 10.5355 10.0842 11.5321 12.0075 13.9933 11.0638 9.61771 8.9251 8.63881 9.13145 threshold=0.0043998162727802515 0.99766892194747936 5.9116524425917312e-05 0.51461192965507518 0.99997490644454967 0.00048551171494175006 4.0456557144352709e-06 0.94052824378013633 0.13270235061645502 42.000000000000007 497.50000000000006 401.50000000000006 1.0000000180025095e-35 0.7003401360544218 29.500000000000004 0.68438714235252573 1.0000000180025095e-35 0.15018796992481201 1.5000000000000002 1.0000000180025095e-35 956.50000000000011 0.13712060166532367 1.0000000180025095e-35 0.012270400481782552 0.00099748477805400022 97.500000000000014 27.500000000000004 2.5000000000000004 0.81866537717601562 0.2688089013099671 decision_type=2 2 2 2 2 2 2 2 2 8 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 left_child=2 3 6 8 20 -4 -1 10 9 12 17 -9 -2 15 -15 -10 -17 18 -5 -19 -3 22 -7 24 25 -24 -13 -14 -16 -30 right_child=1 4 5 7 -6 21 -8 11 13 -11 -12 26 27 14 28 16 -18 19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0097605311575349601 -0.00038021690234829819 0.0073741569121985751 -0.0053798482997385235 0.0021766505300199546 0.010477479684749156 -0.0022696074300229147 -0.0079178380616312573 0.0047994807721439686 0.0014764972761562348 0.030331923327856596 -0.0062036592656376554 0.0068162546889877357 0.018894358003481694 -0.0041283855504540192 -0.0016353344024750039 0.0032402846139899378 0.023186529752580027 0.0019949120318317097 0.0061499119725175909 0.0061486022131245696 -0.0080083205765174685 -0.0031033846109703358 0.013971540760249415 0.00045139612770033746 0.005323310340133231 0.058690237262304282 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36.2533 34.0394 33.1292 threshold=2.7350000000000008 1.0000000180025095e-35 3.5650000000000004 2.7350000000000008 1.0000000180025095e-35 7.5550000000000006 4.995000000000001 1.0000000180025095e-35 9.7700000000000014 5.4850000000000012 0.45848997493734339 1.0000000180025095e-35 0.31281565656565663 2.5000000000000004 20.500000000000004 1.5000000000000002 1.0000000180025095e-35 2.5450000000000004 5.3450000000000006 5.5000000000000009 5.2150000000000007 0.50155279503105599 0.99938118811881205 0.49341991341991348 1.0000000180025095e-35 4.9850000000000012 0.74478940512375169 0.30032679738562096 2.5750000000000006 4.9450000000000012 decision_type=10 2 10 8 2 10 10 2 10 10 2 2 2 10 8 10 2 8 10 10 10 2 2 2 2 10 2 2 8 10 left_child=1 3 16 -1 5 6 25 11 9 14 12 18 -9 -11 20 21 -2 -3 -8 -20 -6 23 -23 -16 -5 29 -27 -17 -19 -4 right_child=2 17 4 24 8 -7 7 10 -10 13 -12 -13 -14 -15 15 27 -18 28 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0038254119099669051 0.0015663860852899031 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1848.66 1703.39 2736.96 107.512 2080.91 1917.74 2629.45 internal_count=911180 131585 779595 93998 707438 224156 219833 138077 483282 440973 21130 116947 6076 130920 310053 263179 72157 37587 91232 40293 46874 140621 81976 58645 55401 81756 3012 122558 26635 78744 is_linear=0 shrinkage=0.01 Tree=403 num_leaves=31 num_cat=0 split_feature=6 1 1 5 1 1 5 6 5 6 5 6 5 6 1 1 6 6 18 1 18 1 1 1 6 5 5 1 1 28 split_gain=349.514 137.576 122.66 70.5166 56.6069 46.4559 48.7738 43.6182 40.4948 37.4023 35.3929 32.8024 32.1526 28.949 26.9482 26.1315 40.0579 24.2148 22.6048 22.2719 30.2367 55.8787 23.3986 24.1309 36.683 22.0608 25.372 32.0432 33.1787 20.5872 threshold=1.5000000000000002 -122.49999999999999 -252.49999999999997 3.5000000000000004 -8.4999999999999982 -38.499999999999993 5.5000000000000009 160.50000000000003 2.5000000000000004 34.500000000000007 5.5000000000000009 53.500000000000007 1.5000000000000002 336.50000000000006 -242.49999999999997 -63.499999999999993 18.500000000000004 22.500000000000004 1.0000000180025095e-35 -346.49999999999994 1.0000000180025095e-35 -268.49999999999994 -300.49999999999994 -254.49999999999997 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 -35.499999999999993 -36.499999999999993 1.0000000180025095e-35 decision_type=2 8 10 10 10 10 10 2 8 2 10 2 10 2 10 10 2 2 2 8 2 10 10 10 2 10 10 10 8 2 left_child=2 7 8 4 11 6 -5 12 19 15 29 18 14 -7 -2 17 -17 -8 -3 -1 22 -22 -21 -24 -25 -4 -27 28 -28 -10 right_child=1 3 25 5 -6 13 9 -9 10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 20 21 -23 23 24 -26 26 27 -29 -30 -31 leaf_value=-0.0011518961875010621 -0.00019809216661676018 0.00022969534101392476 0.00031807912995927427 -0.0065418179730843554 -0.0073661390434821249 0.0024270899067045221 0.0024270368756499502 -0.0058482560569367015 -0.0018763264271416367 -0.007252164025026776 0.0055199725208400722 -0.0010939796105800361 -0.003761170697789383 0.023185941460952209 -0.0029702666371204229 -0.0069052831735088782 0.012227875245623819 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5 6 10 5 11 10 split_gain=9068.33 2494.91 629.244 235.023 112.023 67.9609 67.563 51.3376 46.4283 40.1501 43.7264 37.197 36.7057 31.8377 30.6364 29.0569 24.6602 23.9093 23.2003 22.5166 21.5989 31.2289 21.0992 29.9209 27.3673 49.3801 20.8973 19.5539 19.924 19.8033 threshold=0.0043998162727802515 0.99766892194747936 5.9116524425917312e-05 0.78322452306747448 0.99997490644454967 5.455000000000001 4.8750000000000009 0.00073490195791230009 4.0456557144352709e-06 1.0000000180025095e-35 1.0000000180025095e-35 0.2688089013099671 4.8650000000000011 14.500000000000002 401.50000000000006 1.0000000180025095e-35 1.5000000000000002 7.2000000000000011 6.0750000000000011 5.995000000000001 1.0000000180025095e-35 4.5000000000000009 6.0250000000000012 6.3250000000000011 3.5000000000000004 26.500000000000004 7.5550000000000006 2.5000000000000004 0.068259380757808671 7.1150000000000011 decision_type=2 2 2 2 2 8 10 2 2 2 2 2 8 2 2 2 10 10 10 10 2 2 10 10 10 2 8 10 2 10 left_child=2 3 8 6 26 7 11 -4 -1 10 27 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33.6652 18.8796 16.8135 18.9733 15.8727 14.2236 42.4236 15.3855 threshold=0.0043998162727802515 0.99766892194747936 5.9116524425917312e-05 0.51461192965507518 0.99997490644454967 5.4450000000000012 5.455000000000001 0.00073490195791230009 4.0456557144352709e-06 0.94052824378013633 0.22271825396825398 0.13270235061645502 3.1450000000000005 4.8650000000000011 6.0750000000000011 9.0500000000000025 7.5550000000000006 1.0000000180025095e-35 1.5000000000000002 7.5550000000000006 6.1150000000000011 7.5550000000000006 3.5000000000000004 42.000000000000007 9.7700000000000014 8.2000000000000011 1.0000000180025095e-35 8.2000000000000011 8.2700000000000014 4.8650000000000011 decision_type=2 2 2 2 2 10 8 2 2 2 2 2 8 10 10 8 8 2 8 10 10 10 10 8 8 10 2 10 10 10 left_child=2 3 8 5 16 11 7 -4 -1 12 24 23 -5 -13 -10 27 -3 -16 19 20 -14 -19 -23 26 25 -7 -2 29 -29 -11 right_child=1 4 6 9 -6 10 -8 -9 14 15 -12 13 18 -15 17 -17 -18 21 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 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10 10 10 1 1 3 6 1 3 6 6 split_gain=1181.36 307.99 146.307 144.269 269.645 168.068 110.317 113.263 80.7266 79.5435 71.0845 60.8457 58.6908 49.4133 47.1204 54.4145 42.508 44.9589 41.7619 52.4054 37.3411 35.4508 40.4247 57.7579 45.6279 48.992 67.3862 34.5589 34.5516 55.9265 threshold=2.7350000000000008 -1.0000000180025095e-35 2.7350000000000008 4.3750000000000009 -8.4999999999999982 51.500000000000007 4.995000000000001 6.4450000000000012 -64.499999999999986 -8.4999999999999982 5.8550000000000013 5.2550000000000008 27.500000000000004 2.5450000000000004 4.9850000000000012 0.74478940512375169 9.7700000000000014 154.50000000000003 8.1200000000000028 6.7350000000000012 5.3450000000000006 2.5750000000000006 -64.499999999999986 -62.499999999999993 0.26944684528954194 36.500000000000007 -65.499999999999986 0.50155279503105599 45.500000000000007 44.500000000000007 decision_type=10 8 8 10 8 2 10 10 8 10 10 10 8 8 10 2 10 2 10 10 10 8 10 10 2 2 10 2 2 2 left_child=1 13 -3 8 5 11 14 20 -2 18 -7 12 -5 -1 -6 -16 17 -12 19 -9 -8 -15 24 -24 -23 -26 -27 -14 29 -22 right_child=3 2 -4 4 6 10 7 9 -10 -11 16 -13 27 21 15 -17 -18 -19 -20 -21 28 22 23 -25 25 26 -28 -29 -30 -31 leaf_value=-0.00067978735830019263 -0.0017106309910227572 0.0039295931430143177 0.008158813036499667 -0.0040186107126189679 -0.0027452851474515871 -0.0048605639328963366 -0.008770357438475514 0.0049162260280959337 0.00075082187574844006 -0.00860285435359966 0.002481802295413723 0.000416858841979963 0.00022449764614016648 0.0079518471189647475 -0.0097142395390573642 0.008796975486919904 -0.007612402787910786 -0.003145799807695672 0.0072990577692777772 -0.0081444529243956156 -0.0047379071883186085 -0.0017825301375397964 0.01284873530559745 0.0028938749354440693 0.0035934085384696493 0.0041749890239963531 -0.0096322995057658255 -0.0019241672461614708 -0.009902507209558889 0.017521466066498122 leaf_weight=812.68398120626807 1904.0867422539741 1754.3605733048171 1532.5370161626488 667.62702529737726 1090.412950900849 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-0.00418918 internal_weight=0 6120.34 3286.9 19286.3 12944.5 10044.6 2899.92 1717.35 6341.8 313.836 2071.64 7972.98 3691.92 2833.44 1182.57 92.1612 661.826 579.515 223.192 123.021 1403.51 2020.76 1917.64 757.085 1160.56 721.712 141.559 3024.29 606.118 469.453 internal_count=911180 131585 90764 779595 637254 497779 139475 101620 142341 22656 177952 319827 155868 40821 37855 2330 47062 32180 7119 4881 78964 28713 27728 11263 16465 10980 2989 120710 32826 20170 is_linear=0 shrinkage=0.01 Tree=410 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 10 1 11 10 11 11 11 10 11 10 1 1 11 5 1 10 10 1 1 10 10 4 10 5 10 split_gain=8638.24 2484.27 577.4 411.752 182.62 165.898 146.014 115.05 86.2372 59.5846 51.0002 47.5467 41.6676 38.3872 36.7181 54.1053 106.255 34.6745 33.6528 31.3681 43.0468 31.2769 27.8033 25.7422 24.7903 22.5745 22.3316 22.1182 26.9981 31.1108 threshold=0.0035319819580763002 0.99766892194747936 5.9116524425917312e-05 -4.4999999999999991 0.78322452306747448 2.4350000000000005 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25435 4070 121367 25400 84744 2061 15501 11701 174 is_linear=0 shrinkage=0.01 Tree=411 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 10 1 11 10 11 11 11 10 11 10 3 11 1 10 10 1 10 10 1 3 1 10 1 10 6 split_gain=8516.15 2468.77 577.663 403.689 180.074 162.917 144.957 116.14 84.4488 58.9585 50.3747 47.8994 41.0584 37.6113 36.1198 53.5089 34.3293 31.5254 72.4444 32.4333 31.1784 43.0066 30.5527 27.2655 30.625 25.772 24.9729 33.0354 24.7832 24.0456 threshold=0.0035319819580763002 0.99766892194747936 5.9116524425917312e-05 -4.4999999999999991 0.78322452306747448 2.4350000000000005 -3.4999999999999996 0.99997490644454967 2.5450000000000004 0.2688089013099671 0.78322452306747448 4.0456557144352709e-06 5.285000000000001 0.068259380757808671 6.1150000000000011 0.37529342723004699 0.00042608799412840006 -57.499999999999993 6.1250000000000009 8.2000000000000011 -208.49999999999997 7.5550000000000006 8.3400000000000016 -78.499999999999986 0.54186137071651097 -348.49999999999994 8.2700000000000014 -64.499999999999986 2.2250000000000005 160.50000000000003 decision_type=2 2 2 8 2 10 8 2 10 2 2 2 10 2 8 2 2 10 8 10 10 8 10 10 2 10 10 8 10 2 left_child=2 3 11 4 8 10 12 20 23 29 -5 -1 16 -10 -6 17 -4 19 -19 -16 21 -3 28 24 -2 -13 27 -21 -8 -7 right_child=1 7 6 5 14 9 22 -9 13 -11 -12 25 -14 -15 15 -17 -18 18 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0097303866318655795 -0.0066657535289542024 0.0041478191894410996 -0.00496362494186768 0.00040468255492111347 0.0061769727813266433 -0.0055467221417358917 -0.0028865035992591227 0.010434074727902396 0.0011564242256912531 -0.0017048606494171913 0.0061136380629485476 -0.0093512891191731007 -2.5628474449350134e-05 0.003008057015794559 0.0043522330039498097 0.0054876114905890909 -0.0021265978188782287 -0.021511382480402422 0.00070268760714759806 -0.039234403906280482 0.00861476483172177 0.009700858314421414 0.021568337511918164 -1.9359274523230007e-05 0.00071152216131642205 -0.0068762681296421768 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26.069379337131977 80.500832166522741 1015.0952868731692 716.20512622222304 189.85830998420715 3.596714509651064 159.62481433898211 1110.4076799130999 642.10714214667678 18.433832760900259 17.556175246834755 3.5718968864530316 197.04399655014277 135.82321754470468 40.078752402216196 leaf_count=469083 3067 6450 32578 2731 7652 14065 579 118910 22090 7811 4241 36623 11410 14147 1158 114 739 23726 7811 5626 35 910 84744 24821 103 111 23 1646 6904 1272 internal_value=0 0.00445171 -0.00749974 0.00143601 0.00265811 -0.00182094 -0.00384819 0.00961756 0.00173382 -0.00322405 0.00244719 -0.00918731 -0.00258422 0.00224942 0.00531806 0.00296905 -0.003196 -0.00329314 0.00711802 0.00562451 -0.00768904 -0.00130655 -0.00778743 -0.00783058 0.00211071 -0.00511323 0.000941617 0.00474154 -2.53728e-05 -0.000931655 internal_weight=0 15748 9377.93 9943.3 7230.28 2713.02 2964.15 5804.67 5365.76 2041.8 671.222 6413.78 2230.22 4587.74 1864.52 477.24 106.57 1746.39 1417.96 701.75 733.933 778.02 1779.21 730.336 178.059 912.302 61.2068 370.67 483.83 57.6349 internal_count=911180 220677 690503 81880 51626 30254 100053 138797 40317 23282 6972 590450 74618 36237 11309 3657 853 56304 19887 12076 25435 4080 121367 25400 1013 15471 1406 2804 18314 1383 is_linear=0 shrinkage=0.01 Tree=413 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 10 1 11 10 10 11 11 10 11 10 1 1 11 5 6 1 10 10 11 6 5 1 1 10 10 split_gain=8276.61 2437.87 578.096 388.029 175.073 158.393 142.847 118.307 80.9765 73.7085 50.8411 48.6045 39.8631 36.1066 34.9538 51.4792 99.7921 33.6427 33.0947 52.601 30.8091 53.9649 29.1877 28.3286 31.0534 26.722 26.655 25.8305 25.1345 24.7632 threshold=0.0035319819580763002 0.99766892194747936 5.9116524425917312e-05 -4.4999999999999991 0.78322452306747448 6.4450000000000012 -3.4999999999999996 0.99997490644454967 2.5450000000000004 4.9150000000000009 0.65440738201141369 4.0456557144352709e-06 5.285000000000001 0.068259380757808671 6.1150000000000011 -57.499999999999993 -56.499999999999993 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29 64 2768 84744 33 24821 internal_value=0 0.00442237 -0.00747822 0.00142251 0.0026344 -0.00179953 -0.0038229 0.00960037 0.00171776 -0.0027708 -0.00187624 -0.00917672 -0.0025643 0.00222326 0.00527931 0.00294239 -0.00319031 -0.00326986 0.00470557 -8.11597e-05 0.00708396 0.00521852 -0.00766503 0.00420465 0.00201786 -0.00629516 -0.0012694 -0.00776694 0.00970074 -0.00780691 internal_weight=0 15694.5 9311.26 9937.3 7221.21 2716.09 2954.01 5757.17 5362.68 2337.9 1864.62 6357.26 2225.11 4586.54 1858.53 476.086 106.311 1741.27 369.774 103.867 1410.57 543.942 728.898 378.191 230.828 473.283 776.145 1766.13 10.2182 725.252 internal_count=911180 220677 690503 81880 51570 30310 100053 138797 40270 25607 16279 590450 74618 36200 11300 3655 851 56304 2804 743 19887 10706 25435 4703 1789 9328 4070 121367 97 25400 is_linear=0 shrinkage=0.01 Tree=414 num_leaves=31 num_cat=0 split_feature=10 1 10 10 1 10 5 10 10 1 5 4 3 0 10 10 3 1 1 10 10 1 5 5 3 1 10 1 1 3 split_gain=1096.99 291.929 141.839 132.698 258.413 106.125 114.486 100.383 79.3246 77.8148 65.3985 52.3117 57.5743 48.7606 47.0641 43.6452 52.0224 42.0546 123.928 62.0927 50.2127 47.9858 41.2325 39.6466 36.9623 38.5223 34.681 38.7605 57.5386 44.498 threshold=2.7350000000000008 -1.0000000180025095e-35 2.7350000000000008 4.3750000000000009 -8.4999999999999982 4.995000000000001 2.5000000000000004 6.4750000000000005 5.2550000000000008 -71.499999999999986 2.5000000000000004 27.500000000000004 0.16749174917491746 1.0000000180025095e-35 2.5450000000000004 4.9850000000000012 0.74478940512375169 -60.499999999999993 -56.499999999999993 6.1150000000000011 5.8750000000000009 -57.499999999999993 1.5000000000000002 2.5000000000000004 0.20112359550561798 -63.499999999999993 2.5750000000000006 -64.499999999999986 -62.499999999999993 0.26944684528954194 decision_type=10 8 8 10 8 10 10 10 10 8 10 8 2 2 8 10 2 10 10 10 10 10 10 8 2 10 8 10 10 2 left_child=1 14 -3 9 8 15 -7 -8 11 -2 17 -5 13 -13 -1 -6 -17 -10 19 -19 -20 -21 -14 -11 25 -12 -16 29 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115.61730345478281 3237.9291133573279 4458.9972530547529 167.24635557504371 363.78645176813006 1849.5759141165763 382.61013411544263 102.09963330812752 19.685875363647938 68.833611682988703 65.07610411895439 560.00591666065156 21.075687795411795 286.46868129447103 37.498715474735945 1072.7915972354822 185.16311712283641 976.43437952175736 63.678700403310359 431.86120750382543 62.370866190642118 680.85297163575888 708.55647090729326 leaf_count=12108 47516 37093 53671 48428 35525 83030 15353 3237 142787 89626 3472 6402 93786 8182 985 1020 1310 4042 29931 340 7301 182 74662 5199 76857 1407 5485 844 10419 10980 internal_value=0 0.00372895 0.00579836 -0.00118825 -0.00177538 -0.0044499 -0.0060676 -0.000925179 -0.00101364 6.45505e-06 -0.00020044 -0.00200171 -0.00149956 0.000979214 0.00136536 -0.00211678 0.00462969 0.000388195 -0.00143816 -0.0107896 -7.21292e-05 -0.0182589 -0.00213266 0.000660076 -0.00225203 0.00134586 0.00219052 0.00188284 0.00365976 0.000724804 internal_weight=0 5968.4 3182.23 18917.7 12684.2 2811.79 1660.47 343.398 9872.37 6233.56 5415.41 4456.95 3668.76 746.397 2786.17 1151.31 88.5195 4208.05 970.125 123.651 846.475 58.5744 2922.37 4644.16 1207.36 230.925 1985.74 1883.64 743.224 1140.42 internal_count=911180 131585 90764 779595 637254 139475 101620 18590 497779 142341 266319 231460 183032 14584 40821 37855 2330 184583 41796 4564 37232 522 168448 94825 81736 4879 28713 27728 11263 16465 is_linear=0 shrinkage=0.01 Tree=415 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 10 1 11 10 10 11 11 10 11 10 1 1 11 5 6 1 10 10 11 6 5 6 1 10 10 split_gain=8142.61 2415.8 578.026 382.335 172.983 154.201 141.798 119.206 81.4084 72.6238 50.7718 48.9975 39.2537 35.4549 34.1595 49.8833 95.4555 33.2987 32.3559 51.4449 30.7043 42.7114 28.5294 27.6867 30.4909 26.5179 26.3355 25.8444 24.5576 24.3154 threshold=0.0035319819580763002 0.99766892194747936 5.9116524425917312e-05 -1.0000000180025095e-35 0.78322452306747448 6.4450000000000012 -3.4999999999999996 0.99997490644454967 2.5450000000000004 4.9150000000000009 0.65440738201141369 4.0456557144352709e-06 5.285000000000001 0.068259380757808671 6.1150000000000011 -57.499999999999993 -56.499999999999993 0.00042608799412840006 2.5000000000000004 26.500000000000004 -208.49999999999997 7.5550000000000006 8.3400000000000016 0.78322452306747448 214.50000000000003 6.5000000000000009 9.5000000000000018 -348.49999999999994 5.955000000000001 2.2250000000000005 decision_type=2 2 2 8 2 8 8 2 10 10 2 2 10 2 8 10 10 2 10 2 10 8 10 2 2 10 2 10 10 10 left_child=2 3 11 4 8 9 12 20 26 10 -5 -1 17 -10 -6 18 -17 -4 -16 -20 21 -3 29 24 -7 -11 -2 -13 -27 -8 right_child=1 7 6 5 14 23 22 -9 13 25 -12 27 -14 -15 15 16 -18 -19 19 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.0097127522092155059 -0.0022925414564041206 0.0040557254595411756 -0.0048806150749730586 -0.0031724880400665597 0.0060396288349535707 0.0014242816565847125 -0.0028666157922348531 0.010408605214856655 0.0011273908000204102 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4080 121367 97 25400 is_linear=0 shrinkage=0.01 Tree=416 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 11 10 11 2 11 10 5 10 10 10 10 10 2 18 28 5 10 2 38 2 10 10 10 10 split_gain=8027.02 2400.32 578.151 217.088 120.278 64.7278 63.0761 50.6097 49.3502 44.9396 40.8164 39.7987 25.4011 27.2251 28.0077 23.7326 21.628 21.3131 21.3084 21.3069 20.1827 19.721 18.4883 17.8569 17.8207 16.1636 16.0465 13.86 37.9089 15.4183 threshold=0.0035319819580763002 0.99766892194747936 5.9116524425917312e-05 0.2688089013099671 0.99997490644454967 5.455000000000001 0.94052824378013633 5.4450000000000012 4.0456557144352709e-06 0.77442071785552036 0.00073490195791230009 3.3950000000000005 1.5000000000000002 7.5550000000000006 6.1150000000000011 6.0750000000000011 9.0500000000000025 7.5550000000000006 0.12560679611650488 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 8.0200000000000014 0.11558704453441292 1.0000000180025095e-35 1.0000000180025095e-35 8.1200000000000028 8.2000000000000011 8.2700000000000014 4.8650000000000011 decision_type=2 2 2 2 2 8 2 10 2 2 2 8 8 10 10 10 8 8 2 2 2 10 8 2 2 2 10 10 10 10 left_child=2 3 8 7 17 10 11 20 -1 25 -4 -5 13 14 -13 -10 27 -3 23 -17 21 24 -21 -14 -2 -9 -20 29 -29 -8 right_child=1 4 5 6 -6 -7 16 9 15 -11 -12 12 18 -15 -16 19 -18 -19 26 22 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0097070123497922673 -0.0006113010272098795 0.0063003005883632288 -0.0058820192701397227 0.00020168939772271187 0.01040015340745714 -0.0014266605412154975 0.0030122302989020271 8.5444877618322735e-06 -0.0080782455978357648 -0.0052802425343647444 -0.0030436934275486246 0.0033408583996514746 0.0032895042636968282 0.0087963486654794153 -0.0026065877386771386 -0.0046713904822309445 0.0077785049101217179 0.009151974527341282 0.00069239520357195709 0.0093751964746604816 0.002781521693714878 -0.0040727848318363102 0.074505632946799155 0.016385621793134745 0.010443525042044556 0.0037916163699308583 -0.0055964075906238999 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0.00305803 -0.00772294 0.00445818 0.00701595 0.00117851 -0.00387991 -0.000570645 -0.000719392 0.0144215 0.00402181 -0.000567653 0.00301589 0.000221953 0.00405865 -0.00326452 0.00418871 internal_weight=0 15567.3 9167.84 9917.13 5650.16 2931.91 5104.5 4812.63 6235.93 764.949 2091.03 3474.11 2618.42 1834.96 1748.17 1738.09 1630.39 1394.25 783.463 147.094 4047.68 3875.7 6.09769 197.225 3707.92 692.861 586.238 1455.28 25.3933 1429.89 internal_count=911180 220677 690503 81880 138797 100053 32782 49098 590450 7373 80419 19733 15365 10479 10103 121367 13049 19887 4886 10911 41725 40001 423 1141 37254 6857 3745 9793 233 9560 is_linear=0 shrinkage=0.01 Tree=417 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 10 1 11 10 11 11 11 10 5 10 3 11 10 10 3 1 10 10 1 10 10 10 2 2 1 split_gain=7912.54 2385.26 578.201 374.547 168.487 151.815 140.963 121.363 79.2749 56.6809 49.6972 46.6467 38.4191 34.3972 33.7099 50.9793 32.7876 32.0092 41.2895 37.6402 30.6746 42.8623 30.1816 28.6808 64.4882 30.5069 27.9212 26.6973 37.2802 30.2962 threshold=0.0035319819580763002 0.99766892194747936 5.9116524425917312e-05 -1.0000000180025095e-35 0.78322452306747448 2.4350000000000005 -3.4999999999999996 0.99997490644454967 2.5450000000000004 0.2688089013099671 4.0456557144352709e-06 0.78322452306747448 5.285000000000001 1.5000000000000002 6.1150000000000011 0.37529342723004699 0.00042608799412840006 3.5050000000000003 2.6250000000000004 0.22271825396825398 -208.49999999999997 7.5550000000000006 5.8350000000000009 -57.499999999999993 6.1250000000000009 8.2000000000000011 8.3400000000000016 0.49844720496894418 0.40056497175141254 -252.49999999999997 decision_type=2 2 2 8 2 10 8 2 10 2 2 2 10 10 8 2 2 10 10 2 10 8 10 10 8 10 10 2 2 10 left_child=2 3 10 4 8 11 12 20 -2 -7 -1 -5 16 17 -6 23 -4 18 -10 22 21 -3 -19 25 -25 -16 -8 28 -21 -29 right_child=1 7 6 5 14 9 26 -9 13 -11 -12 -13 -14 -15 15 -17 -18 19 -20 27 -22 -23 -24 24 -26 -27 -28 29 -30 -31 leaf_value=-0.0097012476622469288 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303.43791493400931 1006.4542268225923 604.59450409561396 692.91223249956965 1119.5370741076767 699.46513872407377 182.80397816002369 71.592741727828979 22.508242845535278 41.975239936262369 18.178808074444532 3.7400588579475871 127.35274216160178 177.94932956714183 488.95601907558739 leaf_count=469083 4080 6450 32578 2731 7652 15471 25400 118910 442 7811 121367 4241 18314 12111 888 2123 23726 3525 4351 8637 7811 5626 371 92 381 173 35 1033 1757 4010 internal_value=0 0.00433315 -0.00741047 0.0013854 0.00257218 -0.00179812 -0.00374487 0.00954774 0.00167641 -0.00315758 -0.00914327 0.0023501 -0.00249449 0.00217602 0.0051768 0.00287346 -0.0031927 0.00269877 0.000918173 0.00323273 0.00698184 0.00548201 0.00120462 -0.00152138 -0.00676976 0.00170479 -0.00760317 0.00394931 0.00313529 0.00566303 internal_weight=0 15517.6 9103.02 9913.59 7221.52 2692.08 2921.92 5604.05 5373.5 2027.59 6181.1 664.486 2206.76 4595.91 1848.01 472.824 1724.01 3366.66 776.677 2589.98 1387.09 687.626 676.187 169.386 64.4835 104.903 715.156 1913.8 1297.49 616.309 internal_count=911180 220677 690503 81880 51626 30254 100053 138797 40317 23282 590450 6972 74618 36237 11309 3657 56304 24126 4793 19333 19887 12076 3896 1534 473 1061 25435 15437 10394 5043 is_linear=0 shrinkage=0.01 Tree=418 num_leaves=31 num_cat=0 split_feature=10 10 6 10 10 10 3 3 6 3 10 10 6 3 38 4 6 3 3 3 3 6 6 10 3 6 6 10 3 3 split_gain=1032.28 124.026 170.53 111.694 76.4857 72.7501 50.6587 49.6107 46.4503 53.5658 40.404 38.7029 36.3757 33.6044 33.5333 31.4025 29.8407 28.8936 25.3263 37.5934 35.4445 27.3034 23.3731 22.505 30.8919 24.6707 23.3436 22.1936 21.1343 28.8805 threshold=2.7350000000000008 4.3750000000000009 53.500000000000007 5.5050000000000008 2.7350000000000008 5.8550000000000013 0.97385509227614497 0.62871870397643603 1.5000000000000002 1.0000000180025095e-35 9.1600000000000019 5.8750000000000009 107.50000000000001 0.93364779874213844 1.0000000180025095e-35 25.500000000000004 30.500000000000004 0.71940522036799326 0.4817045961624275 0.25108695652173912 0.51530771633864425 86.500000000000014 303.50000000000006 7.5550000000000006 0.59943502824858774 164.50000000000003 85.500000000000014 3.9650000000000003 0.36032786885245904 0.68783602150537648 decision_type=10 10 2 10 8 10 2 2 2 2 10 10 2 2 2 10 2 2 2 2 2 2 2 10 2 2 2 10 2 2 left_child=4 18 3 8 -1 -4 7 23 14 15 28 12 -9 -11 -3 -10 -6 -18 19 -2 -20 -22 -8 24 25 -7 -25 -23 -5 -30 right_child=1 2 5 10 16 6 22 11 9 13 -12 -13 -14 -15 -16 -17 17 -19 20 -21 21 27 -24 26 -26 -27 -28 -29 29 -31 leaf_value=0.0024454098745469713 0.00023508828529668853 -0.0013185952793010555 -0.005238074965847354 -0.00064535809311014086 0.0050278337205004065 0.0003005648558200817 0.0058590446105633133 0.042500192517657187 -0.00707100857650268 -0.0038389076382477493 -0.0037449780016425428 -0.0063367388869207952 -0.0070928727133787008 -3.3141908892250321e-05 0.0071591464587306957 0.0020849188312825522 0.0039021973297929903 -0.0032054488686801218 0.002234716685781968 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1766 8989 1348 6694 33489 52195 internal_value=0 -0.00115886 -0.00173119 -0.0011595 0.00365394 -0.0041184 -0.00142711 -0.00268141 -0.00191903 -0.00291502 0.000299257 -0.00577669 0.0194582 -0.00342946 -0.00121553 0.000879357 0.0047347 0.0014417 3.07002e-06 -0.000764908 0.00053887 -3.76257e-05 0.00426685 7.59721e-05 -0.00161077 -0.00325183 0.00441613 0.00168391 0.000588696 0.00112037 internal_weight=0 18650.2 12495.3 10081 5855.9 2414.24 709.315 581.27 6629.34 2744.17 3451.69 273.855 5.94578 2416.54 3885.16 327.633 3091.36 252.692 6154.89 2529.41 3625.48 2705.69 128.045 307.415 221.379 185.566 86.0357 687.257 3221.16 2251.25 internal_count=911180 779595 637254 424657 131585 212597 54867 51613 287765 159220 136892 31120 383 151246 128545 7974 78364 4666 142341 54312 88029 69386 3254 20493 16345 14579 4148 21631 111334 85684 is_linear=0 shrinkage=0.01 Tree=419 num_leaves=31 num_cat=0 split_feature=11 11 11 11 46 11 46 46 28 11 11 3 4 18 11 28 18 38 38 2 2 46 2 2 5 46 11 5 5 3 split_gain=7785.55 2365.6 577.531 210.433 122.579 122.478 121.578 87.6636 72.7469 50.0442 41.0368 36.7771 49.8665 32.5359 32.4412 29.4271 27.8695 30.3055 27.0997 25.3659 44.5704 24.8867 22.8551 20.9757 32.9276 18.8491 17.8184 17.8077 17.1592 16.2502 threshold=0.0035319819580763002 0.99766892194747936 5.9116524425917312e-05 0.3781151175498963 1.0000000180025095e-35 0.99997490644454967 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.0456557144352709e-06 0.94052824378013633 0.31281565656565663 25.500000000000004 1.0000000180025095e-35 0.00032736793218645006 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.53873431533006011 0.54182569974554717 1.0000000180025095e-35 0.88478556841388711 0.92365967365967383 5.5000000000000009 1.0000000180025095e-35 0.97252115607261669 2.5000000000000004 5.5000000000000009 0.48492424242424242 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 10 2 2 10 10 2 left_child=2 3 9 4 8 21 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930.63362771458924 150.22698564268649 4170.4195130476728 703.98372821835801 657.83790043368936 237.18608386255801 751.06179869594052 820.28105772659183 2534.011066489853 909.63163679093122 78.312694940716028 1271.6901631550863 183.40314448997378 153.02772289142013 42.754667662084103 23.719216117635369 3.6965251006186 52.851654542610049 746.30449665524065 104.77932941354811 77.637567907571793 7.1747988350689402 960.12349886447191 385.07324888557196 208.43528816848993 19.912114582024515 954.38295494765043 leaf_count=469083 18675 11508 34791 7211 1025 118910 33690 3315 2210 45354 5554 22935 5732 853 31572 904 736 242 192 28 499 8379 999 704 84 76013 4132 1044 274 4532 internal_value=0 0.0043021 -0.00738631 0.00137314 3.58379e-05 0.00952913 -0.00372028 0.00296217 -0.00210749 -0.00913116 0.00409309 0.00109941 -0.000464772 -0.00289854 -0.0023139 0.00124929 0.000818543 0.000393889 -0.00334695 0.00179415 0.00689789 0.00694503 0.000144213 0.00583334 0.00109896 -0.0076798 -0.000213744 0.00322797 -0.00352812 0.00358358 internal_weight=0 15451.6 9028.61 9902.66 5377.24 5548.93 2911.47 4525.42 1783.37 6117.14 2725.75 3593.87 1059.86 1546.18 1975.67 1799.67 1616.27 1463.24 1411.32 134.861 56.5482 1378.51 1420.49 905.093 84.8124 1711.19 1315.71 1820.66 1387.6 1612.22 internal_count=911180 220677 690503 81880 52423 138797 100053 29457 22731 590450 15233 29692 6757 20521 65262 14224 13320 12584 19141 1380 527 19887 12342 6342 788 121367 11343 8891 18949 7847 is_linear=0 shrinkage=0.01 Tree=420 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 10 1 11 10 10 11 11 10 11 10 3 11 1 10 5 1 10 10 10 11 6 1 1 3 10 split_gain=7674.23 2350.33 577.6 361.629 164.106 145.74 138.991 123.612 78.1211 70.2432 50.3947 48.8757 38.2373 33.7978 33.6419 49.9589 32.11 30.4869 42.886 28.6097 28.3424 62.8351 29.3199 27.5077 27.5072 29.9301 26.2503 25.9963 29.7614 24.6868 threshold=0.0035319819580763002 0.99766892194747936 5.9116524425917312e-05 -4.4999999999999991 0.78322452306747448 6.4450000000000012 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0.001086033477863969 -0.0067092892965904928 -0.0092681449691508384 -0.00043903799281855049 3.708182785557922e-05 0.0028380012354360666 0.004103122280548958 0.0052391866530169806 -0.0020008149806702434 0.0083905238318322372 0.0096022796880937521 0.010663435301802802 -0.020251487695285682 0.00047813979624339076 -0.0098069898877718217 0.019393803468588711 0.0074950193709329687 0.025194807035648182 -0.0066986715356283869 -4.4513517954382183e-05 0.00071182267823202705 -0.0084068189575737112 leaf_weight=4364.726976483129 158.36551212891936 501.32419563271105 711.63976932549849 826.80641722958535 1367.5731952860951 223.64004581980407 87.44196205213666 4132.2277998169884 1829.4744641762227 425.39474658947438 634.86443253280595 1056.5475830417126 481.04679051553831 2765.7993626594543 86.142502039670944 301.30429182574153 1003.2283338448033 690.73418954387307 179.55393883027136 9.6953853536397201 22.506313621997833 41.742895662784576 18.387568261474371 3.7674499154090872 142.50750801339746 5.3855045754462472 1063.8855015449226 530.06381452456117 87.180116891860962 614.77019061660394 leaf_count=469083 823 6450 32578 9442 7645 1760 579 118910 22068 8720 36623 7355 18314 14132 888 2121 23726 7811 5626 90 92 381 173 35 2914 29 84744 2768 479 24821 internal_value=0 0.00427284 -0.00736433 0.00135998 0.00252759 -0.00176895 -0.00369531 0.00951153 0.00164503 -0.00270073 -0.00912027 -0.00186411 -0.0024544 0.00214051 0.00510705 0.00279927 -0.0031533 0.00691032 0.0054087 -0.00632216 -0.00155648 -0.00678339 0.00165624 -0.0075551 0.00404559 0.00189924 -0.00765895 -0.00129057 -0.00398044 -0.00769969 internal_weight=0 15402.4 8965.37 9898.52 7208.54 2689.98 2901.89 5503.84 5370.88 2318.44 6063.48 1883.35 2195.91 4595.27 1837.66 470.084 1714.87 1371.61 680.878 435.09 168.779 64.2492 104.53 705.98 371.533 229.026 1698.75 775.609 245.546 702.212 internal_count=911180 220677 690503 81880 51570 30310 100053 138797 40270 25607 590450 16797 74618 36200 11300 3655 56304 19887 12076 8810 1534 473 1061 25435 4703 1789 121367 4070 1302 25400 is_linear=0 shrinkage=0.01 Tree=421 num_leaves=31 num_cat=0 split_feature=10 46 10 46 10 10 10 10 5 38 10 28 18 3 2 5 3 10 4 10 3 10 5 18 10 10 3 2 2 10 split_gain=985.937 223.015 122.736 131.777 127.518 118.164 72.9739 84.574 55.1957 53.2333 57.606 65.8067 79.316 63.1313 78.2691 45.7843 44.1191 43.4985 43.0585 36.8432 56.2676 35.8921 40.3416 34.9516 34.1055 57.9727 42.6528 31.989 31.8004 31.6821 threshold=2.6750000000000003 1.0000000180025095e-35 4.3750000000000009 1.0000000180025095e-35 6.4450000000000012 2.6750000000000003 9.7700000000000014 5.4850000000000012 2.5000000000000004 1.0000000180025095e-35 4.995000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.45848997493734339 0.68772163120567387 2.5000000000000004 0.50155279503105599 2.5450000000000004 28.500000000000004 4.9850000000000012 0.74478940512375169 5.3450000000000006 6.5000000000000009 1.0000000180025095e-35 7.6900000000000004 6.7350000000000012 0.25108695652173912 0.26344707923655292 1.0000000180025095e-35 2.5750000000000006 decision_type=10 2 10 2 10 8 10 10 10 2 10 2 2 2 2 10 2 8 10 10 2 10 10 2 10 10 2 2 2 8 left_child=1 5 15 4 9 -1 7 16 -9 10 19 12 21 14 -14 -2 18 -3 -5 -4 -21 -12 -23 -7 25 -6 -27 -17 -18 -19 right_child=2 17 3 6 24 23 -8 8 -10 -11 11 -13 13 -15 -16 27 28 29 -20 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0035679847696945127 0.00022317329401557229 -0.00066649854698441399 -0.0029052104188572931 -0.0030671119699429102 0.005756186226266986 0.0076150549101164557 -0.006210237340740739 0.0011822318503484995 -0.0019093599552736599 0.0031711068451442431 -0.0083613352929156233 -0.001391533011098512 0.0091267574976742448 -0.0056064027332149383 -0.0080730247797813626 0.0010128672220778337 -5.0508006670940322e-05 0.0078793067007343794 3.7579801418199145e-05 -0.0087756599258439032 0.0084289355593149522 -0.0055353378875032709 0.010557322305633186 -0.0053685985746036525 0.0065642937387846339 0.0043816268407177172 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37.5166 36.1914 54.2391 34.4884 33.4932 56.9012 41.9771 31.8257 32.621 31.099 30.1372 27.3925 threshold=2.6750000000000003 1.0000000180025095e-35 4.3750000000000009 1.0000000180025095e-35 6.4450000000000012 2.6750000000000003 9.7700000000000014 5.4850000000000012 2.5000000000000004 4.995000000000001 2.5000000000000004 0.50155279503105599 2.5450000000000004 1.0000000180025095e-35 0.45848997493734339 0.31281565656565663 0.48492424242424242 0.33477011494252878 5.3450000000000006 4.9850000000000012 0.74478940512375169 1.0000000180025095e-35 7.6900000000000004 6.7350000000000012 0.25108695652173912 6.5000000000000009 5.8350000000000009 2.5750000000000006 0.99938118811881205 1.0000000180025095e-35 decision_type=10 2 10 2 10 8 10 10 10 10 10 2 8 2 2 2 2 2 10 10 2 2 8 10 2 10 10 8 2 2 left_child=1 5 10 4 9 -1 7 11 -9 19 -2 16 -3 18 15 -15 17 -5 -11 -4 -21 -7 23 -6 -25 26 -20 -14 -13 -29 right_child=2 12 3 6 22 21 -8 8 -10 13 -12 28 27 14 -16 -17 -18 -19 25 20 -22 -23 -24 24 -26 -27 -28 29 -30 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2480.58 2061.37 1839.61 1401.43 95.0703 1499.02 407.506 287.906 173.75 817.012 800.794 1761.08 2505.15 1666.54 internal_count=911180 129263 781917 637254 196613 92607 440641 398332 130920 182999 144663 267412 36656 128786 18361 4818 109274 92233 110425 54213 3012 55401 13614 10673 8568 45488 45138 25704 158138 24792 is_linear=0 shrinkage=0.01 Tree=423 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 10 1 11 10 11 11 5 11 11 10 1 1 5 11 10 10 1 10 10 5 10 10 5 10 10 split_gain=7533.08 2404.98 486.143 368.8 172.86 139.258 126.203 124.536 71.8524 60.6389 48.8234 39.579 38.6058 36.8385 35.064 67.6988 51.938 34.5049 33.544 33.069 32.1477 30.489 42.1012 27.8927 29.476 23.8077 23.6484 29.3223 30.6125 23.264 threshold=0.0023884368129074005 0.99766892194747936 3.4846319977077662e-05 -4.4999999999999991 0.51461192965507518 2.4350000000000005 -3.4999999999999996 0.99997490644454967 3.5050000000000003 0.2688089013099671 0.78322452306747448 1.5000000000000002 0.00017857718921725002 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11 11 11 1 6 11 2 2 1 1 6 1 3 0 4 4 1 11 6 6 11 6 split_gain=7426.88 2388.39 486.542 361.624 170.279 125.583 125.384 96.458 39.5796 38.2062 33.7887 30.3042 27.9586 28.0327 24.4219 21.4938 35.617 38.73 29.4947 23.1824 20.3999 20.3362 20.5136 19.6951 18.6546 18.6207 18.5934 17.679 17.5555 17.777 threshold=0.0023884368129074005 0.99766892194747936 3.4846319977077662e-05 -4.4999999999999991 0.65440738201141369 0.99997490644454967 -3.4999999999999996 0.3781151175498963 0.049213243648409809 0.00017857718921725002 4.0456557144352709e-06 -208.49999999999997 455.50000000000006 0.94052824378013633 0.88478556841388711 0.92365967365967383 -57.499999999999993 -56.499999999999993 29.500000000000004 -64.499999999999986 0.31281565656565663 1.0000000180025095e-35 26.500000000000004 19.500000000000004 -348.49999999999994 0.97252115607261669 5.5000000000000009 1.0000000180025095e-35 0.015218299813568552 184.50000000000003 decision_type=2 2 2 8 2 2 8 2 2 2 2 10 2 2 2 2 10 8 2 10 2 2 10 8 10 2 2 2 2 2 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2.4350000000000005 0.99997490644454967 -3.4999999999999996 3.4350000000000005 0.2688089013099671 1.5000000000000002 0.78322452306747448 0.23123827392120072 27.500000000000004 5.285000000000001 4.0456557144352709e-06 0.00019807765784200004 6.1150000000000011 0.37529342723004699 8.2700000000000014 -208.49999999999997 7.5550000000000006 -57.499999999999993 6.1250000000000009 -64.499999999999986 0.50155279503105599 0.59943502824858774 8.2000000000000011 8.2700000000000014 -252.49999999999997 decision_type=2 2 2 8 2 10 2 8 10 2 10 2 2 8 10 2 2 8 2 8 10 8 10 8 10 2 2 10 8 10 left_child=2 3 15 4 8 11 20 14 -2 -7 12 -5 13 -10 16 -1 -4 -6 22 -9 21 -3 24 -24 27 29 -27 -19 -29 -14 right_child=1 6 7 5 17 9 -8 19 10 -11 -12 -13 25 -15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31 leaf_value=-0.0096700369015869526 -0.0003076685093358769 0.0038153929226388589 -0.0056242177576825651 0.00017008069648035914 0.0057877202743445424 -0.0049752643010189572 0.01035032951827586 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570626 63334 11300 3655 28939 19887 12076 1534 473 1061 17423 11752 630 125 5671 is_linear=0 shrinkage=0.01 Tree=426 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 11 10 11 3 10 11 10 10 10 18 10 10 4 11 10 10 10 38 10 4 10 10 10 10 split_gain=7218.04 2355.52 487.357 214.731 127.736 67.03 58.8061 53.1586 41.0982 39.4421 38.2212 34.2839 22.1054 20.8438 20.4403 24.5428 19.8816 19.8002 18.6631 18.2188 17.3579 16.9827 15.6448 13.6847 13.8082 13.335 12.7383 31.5352 14.7108 14.0225 threshold=0.0023884368129074005 0.99766892194747936 3.4846319977077662e-05 0.2688089013099671 0.99997490644454967 5.4850000000000012 0.94052824378013633 5.4450000000000012 0.00032736793218645006 0.22271825396825398 3.3950000000000005 4.0456557144352709e-06 2.1250000000000004 9.0500000000000025 6.0750000000000011 1.0000000180025095e-35 9.0500000000000025 7.5550000000000006 42.000000000000007 0.0089773964136838514 8.1200000000000028 7.6900000000000004 6.0450000000000008 1.0000000180025095e-35 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3 split_gain=241.376 85.7489 72.9938 67.271 55.5469 47.4955 45.1785 40.3635 28.6767 26.7693 26.8686 32.9807 25.6565 22.8787 21.5536 20.4535 25.1789 32.8855 22.2446 24.8195 19.2429 16.8636 29.4614 21.0032 17.5259 16.9917 16.5823 16.1475 18.1482 16.0881 threshold=1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 0.040202020202020204 0.48581488933601619 20.500000000000004 31.500000000000004 0.48846085567193326 3.5000000000000004 0.2573593073593074 0.95260557053009898 0.94754041967664271 0.62532051282051293 0.92890109890109895 303.50000000000006 1.5000000000000002 0.99040761869709237 5.5000000000000009 0.76103179753406891 1.0000000180025095e-35 1.5000000000000002 53.500000000000007 28.500000000000004 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 0.49844720496894418 0.48492424242424242 0.4663841807909605 decision_type=2 10 2 2 2 8 2 2 10 2 2 2 2 2 2 8 2 10 2 2 8 2 10 8 2 2 10 2 2 2 left_child=2 3 4 14 15 -4 9 12 27 10 11 -3 20 21 -2 18 17 -17 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0.00150176 -0.000572382 internal_weight=0 11653.4 11985.3 10023.3 5463.17 6522.14 1630.02 2604.89 5511.84 996.195 374.006 315.795 1595.45 8656.47 1366.88 2858.28 623.902 529.571 2234.38 482.919 360.569 8397.88 3183.43 989.839 844.674 2193.59 315.222 5196.62 2070.59 5214.45 internal_count=911180 591992 319188 465275 159015 160173 126717 78361 126410 49787 16248 12381 46177 427118 38157 80654 19685 17678 60969 12402 10227 405684 183612 55870 44872 127742 10915 115495 45057 222072 is_linear=0 shrinkage=0.01 Tree=430 num_leaves=31 num_cat=0 split_feature=10 1 10 10 1 6 10 5 10 1 10 5 10 6 1 1 2 10 2 10 10 6 6 5 2 1 1 1 10 10 split_gain=878.402 263.754 129.09 107.115 244.681 134.315 95.5266 104.3 87.0332 67.4342 63.1828 127.977 46.3397 46.239 38.9235 49.5987 44.1571 39.0745 50.2607 42.7976 36.1318 42.8484 36.0182 35.3453 31.0832 29.8757 74.1572 58.7219 71.0531 44.0738 threshold=2.6750000000000003 -361.49999999999994 2.6750000000000003 4.3750000000000009 -8.4999999999999982 51.500000000000007 4.995000000000001 2.5000000000000004 6.4750000000000005 -71.499999999999986 5.8550000000000013 2.5000000000000004 5.2550000000000008 154.50000000000003 -64.499999999999986 -62.499999999999993 0.98936170212765973 2.5450000000000004 0.73368794326241138 1.6450000000000002 4.9850000000000012 17.500000000000004 8.5000000000000018 2.5000000000000004 0.76024883359253514 -60.499999999999993 -56.499999999999993 -57.499999999999993 6.1150000000000011 7.2950000000000008 decision_type=10 10 8 10 8 2 10 10 10 8 10 10 10 2 10 10 2 10 2 10 10 2 2 8 2 10 10 10 10 10 left_child=1 2 -1 9 5 12 20 -8 -9 -2 -7 13 22 -12 17 16 -16 18 19 -3 -6 -22 -5 -11 -19 -14 27 -27 -29 -28 right_child=3 14 -4 4 6 10 7 8 -10 23 11 -13 25 -15 15 -17 -18 24 -20 -21 21 -23 -24 -25 -26 26 29 28 -30 -31 leaf_value=0.0035995586938957127 -0.0017763181209075262 0.0017161441248258302 0.0078433058212265035 -0.00061807852412330388 -0.0025617748240217082 -0.0044847522070074683 -0.0072604378250405652 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319827 19992 39485 16588 1099 22897 21205 17096 37855 2330 155868 96713 1692 163959 29851 4717 1139 25134 is_linear=0 shrinkage=0.01 Tree=431 num_leaves=31 num_cat=0 split_feature=10 1 10 10 1 10 5 10 10 1 5 4 3 1 1 10 1 10 10 5 10 3 5 10 1 1 2 3 1 2 split_gain=862.595 260.477 128.668 105.213 241.137 94.6161 103.076 85.5396 66.53 66.1328 56.4958 50.1902 49.1833 39.0306 117.739 58.0144 43.5393 42.0699 38.3606 38.022 35.5147 46.3526 34.684 34.1893 40.7511 58.1972 54.5696 30.0315 37.5323 38.992 threshold=2.6750000000000003 -361.49999999999994 2.6750000000000003 4.3750000000000009 -8.4999999999999982 4.995000000000001 2.5000000000000004 6.4750000000000005 5.2550000000000008 -71.499999999999986 2.5000000000000004 27.500000000000004 0.16749174917491746 -60.499999999999993 -56.499999999999993 6.1150000000000011 -57.499999999999993 5.8750000000000009 2.5450000000000004 1.5000000000000002 4.9850000000000012 0.74478940512375169 2.5000000000000004 2.5750000000000006 -64.499999999999986 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41.2418 36.0282 35.4442 35.9576 33.3863 32.8618 34.9525 58.3551 56.8459 30.2411 29.88 35.9595 29.7863 29.5288 threshold=2.7350000000000008 -1.0000000180025095e-35 2.7350000000000008 4.3750000000000009 -8.4999999999999982 4.995000000000001 2.5000000000000004 6.4750000000000005 -71.499999999999986 5.2550000000000008 2.5000000000000004 2.5450000000000004 -60.499999999999993 -56.499999999999993 6.1150000000000011 -57.499999999999993 5.8750000000000009 1.5000000000000002 0.65858556175923211 4.9850000000000012 2.5000000000000004 2.5750000000000006 -64.499999999999986 0.98936170212765973 -62.499999999999993 0.98936170212765973 1.0000000180025095e-35 7.3800000000000008 -339.49999999999994 1.0000000180025095e-35 decision_type=10 8 8 10 8 10 10 10 8 10 10 8 10 10 10 10 10 10 2 10 8 8 10 2 10 2 2 10 10 2 left_child=1 11 -3 8 9 18 -7 -8 -2 17 12 -1 29 14 -14 -16 -15 -5 19 -6 -10 -13 23 -23 25 -24 28 -28 -12 -11 right_child=3 2 -4 4 5 6 7 -9 20 10 26 21 13 16 15 -17 -18 -19 -20 -21 -22 22 24 -25 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split_feature=11 11 11 1 11 10 11 1 10 11 11 5 11 11 10 10 1 1 5 1 10 10 6 2 0 6 6 1 10 6 split_gain=6864.43 2358.23 403.872 352.62 171.572 130.672 130.333 107.643 76.6973 62.9157 45.9515 36.1153 35.4162 35.1014 33.9534 32.6684 62.5893 45.1111 32.9774 30.2775 52.412 28.4274 27.8179 30.0097 27.7529 43.701 29.4745 28.9753 74.8377 50.8697 threshold=0.0016333823441527001 0.99766892194747936 3.4846319977077662e-05 -1.0000000180025095e-35 0.51461192965507518 2.4350000000000005 0.99997490644454967 -375.49999999999994 3.5050000000000003 0.13270235061645502 0.78322452306747448 1.5000000000000002 0.94052824378013633 4.0456557144352709e-06 5.285000000000001 6.1150000000000011 -60.499999999999993 -53.499999999999993 3.5000000000000004 -380.49999999999994 3.1450000000000005 8.2000000000000011 158.50000000000003 0.88478556841388711 1.0000000180025095e-35 1.0000000180025095e-35 164.50000000000003 -252.49999999999997 5.1150000000000011 1.5000000000000002 decision_type=2 2 2 8 2 10 2 10 10 2 2 10 2 2 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0.2688089013099671 0.99997490644454967 0.94052824378013633 0.00022280584380490002 4.0456557144352709e-06 0.015218299813568552 0.84654631083202525 2.5000000000000004 497.50000000000006 0.10551619433198377 401.50000000000006 956.50000000000011 12.500000000000002 0.87577160493827166 29.500000000000004 0.28629976580796251 0.68438714235252573 0.99989646673202526 0.78322452306747448 0.8185736677115989 0.68772163120567387 28.500000000000004 0.68438714235252573 27.500000000000004 0.31281565656565663 261.50000000000006 218.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 10 2 8 2 2 2 left_child=2 3 7 8 14 9 22 -1 -2 11 12 23 21 -7 20 17 -17 18 -10 -20 -3 -11 -4 25 -25 -5 -15 -27 29 -12 right_child=1 4 6 5 -6 13 -8 -9 15 10 28 -13 -14 26 -16 16 -18 -19 19 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31 leaf_value=-0.0096375064859968353 -0.0012026025938568533 0.0061824123943735087 -0.0060717902334112709 0.001836999656528952 0.010309377215251081 0.0042656613109094228 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1593 13049 19887 29079 9833 19246 6782 5040 19859 1407 61446 16654 2786 13868 114 74 1329 1257 is_linear=0 shrinkage=0.01 Tree=436 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 46 46 46 28 11 11 28 11 4 11 46 6 4 2 6 2 6 11 6 2 6 6 4 6 4 split_gain=6672.93 2323.74 404.715 214.246 132.34 116.167 98.2503 83.8635 75.1612 44.659 35.5925 29.9823 27.5233 26.0458 25.9797 24.6756 21.2785 28.5831 26.6615 20.6188 17.811 17.3563 17.0142 17.5849 24.4255 14.7697 16.8863 14.5058 14.3526 14.3282 threshold=0.0016333823441527001 0.99766892194747936 3.4846319977077662e-05 0.2688089013099671 0.99997490644454967 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.94052824378013633 4.0456557144352709e-06 1.0000000180025095e-35 0.00017857718921725002 19.500000000000004 0.97252115607261669 1.0000000180025095e-35 1.0000000180025095e-35 23.500000000000004 0.68208556149732635 28.500000000000004 0.92365967365967383 292.50000000000006 0.015218299813568552 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32.2808 61.7328 43.9572 32.4839 30.1608 42.451 28.6866 27.2128 29.4832 27.0766 34.5775 27.9575 25.7132 25.6711 24.9841 threshold=0.0016333823441527001 0.99766892194747936 3.4846319977077662e-05 -1.0000000180025095e-35 0.51461192965507518 0.99997490644454967 2.4350000000000005 -375.49999999999994 3.5050000000000003 0.13270235061645502 0.78322452306747448 4.0456557144352709e-06 1.5000000000000002 0.94052824378013633 5.285000000000001 6.1150000000000011 -60.499999999999993 -53.499999999999993 3.5000000000000004 -208.49999999999997 7.5550000000000006 8.2000000000000011 158.50000000000003 0.88478556841388711 2.4750000000000005 0.62470657276995312 1.5000000000000002 0.98936170212765973 0.00019807765784200004 35.500000000000007 decision_type=2 2 2 8 2 2 10 10 10 2 2 2 10 2 10 10 10 10 10 10 8 8 2 2 10 2 10 2 2 2 left_child=2 3 11 4 8 19 10 21 -2 -8 -5 -1 -10 24 28 -15 18 -18 -17 20 -3 -4 23 -11 25 -6 -26 -20 -9 -16 right_child=1 5 7 6 13 -7 9 14 12 22 -12 -13 -14 15 29 16 17 -19 27 -21 -22 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973.28924791049212 769.76053525879979 294.23252804251388 164.03640219941735 23.846460778266191 34.938410561531782 27.708503492176533 651.50434550084174 162.60970609541982 45.025036117061973 95.448780400678515 83.673770282417536 1072.2030791863799 26.391951836645603 436.77207095175982 6.76028137654066 879.06516514718533 110.69403916085139 leaf_count=469083 11404 6450 27593 2847 786 118910 16662 31730 21716 8648 4241 101543 12899 5434 12416 1160 111 242 207 7811 5626 298 863 520 5095 188 2032 71 27375 7219 internal_value=0 0.00375365 -0.00757011 0.00107526 0.00215736 0.00932918 -0.00194763 -0.00423914 0.00109255 -0.00316768 0.00187783 -0.00915313 0.00196851 0.00416109 -0.00300245 0.00559609 0.00252959 -0.00647159 0.00519518 0.00656781 0.00503568 -0.00772901 -0.00186611 -0.00226779 0.00326189 -0.00111603 0.00363923 -0.00362963 -0.00372719 -0.000456515 internal_weight=0 15445.3 7682.76 10433.3 7683.02 5011.96 2750.28 2474.96 5016.94 2085.23 665.042 5207.8 3311.45 2666.09 1827.4 1027.05 257.29 58.7849 198.505 1296.94 645.431 647.562 1317.42 1221.97 1639.04 130.062 1508.98 34.4688 1422.47 404.927 internal_count=911180 233923 677257 95126 61345 138797 33781 106631 46019 26693 7088 570626 34615 15326 78740 7225 1791 353 1438 19887 12076 27891 10031 9168 8101 974 7127 278 59105 19635 is_linear=0 shrinkage=0.01 Tree=438 num_leaves=31 num_cat=0 split_feature=10 10 6 10 10 5 10 6 5 0 5 6 10 5 6 6 10 5 10 6 0 10 10 10 13 10 5 10 5 6 split_gain=773.741 92.5902 141.635 89.7879 66.8788 95.4474 62.9905 40.4258 43.6454 38.8452 38.0941 37.4138 30.0914 35.3748 24.1177 23.2149 25.8129 22.9782 22.7988 22.4835 32.6287 21.9092 35.7166 21.2694 27.1056 21.2034 20.9475 24.9357 21.4156 20.3417 threshold=2.6750000000000003 4.3750000000000009 53.500000000000007 5.5050000000000008 5.8550000000000013 2.5000000000000004 2.5450000000000004 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 154.50000000000003 9.1600000000000019 3.5000000000000004 48.500000000000007 37.500000000000007 5.535000000000001 3.5000000000000004 2.1250000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.785000000000001 4.995000000000001 5.5950000000000006 1.0000000180025095e-35 5.4150000000000009 11.500000000000002 4.8950000000000005 1.5000000000000002 35.500000000000007 decision_type=10 10 2 10 10 10 8 2 10 2 10 2 10 10 2 2 10 8 10 2 2 10 10 10 2 10 10 10 8 2 left_child=6 10 3 7 -4 11 18 19 21 14 -2 -6 15 -14 17 16 -5 -8 -1 20 -3 -9 -23 24 -18 -10 28 -28 -21 -15 right_child=1 2 4 12 5 -7 9 8 25 -11 -12 -13 13 29 -16 -17 23 -19 -20 26 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0027882870091323125 0.00018735682788560191 -0.00062368495820001554 -0.0049122945005985229 0.0050825192992249467 0.0035467252943091089 -0.0074160394552950631 0.0039161271678333845 -0.0041641747350732441 -0.0051396192406517665 0.0056050390699898976 -0.0034457149372632825 -0.0020715779023691731 -0.006474004819985316 0.0042070545504984333 0.00020007064275537394 0.0038643414672615102 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13611 20991 2039 4344 9778 9511 922 15224 16281 31793 19515 59737 87518 31 6365 108 123 6399 2528 internal_value=0 -0.00100978 -0.00152556 -0.000993145 -0.00379033 -0.00112419 0.00334609 -0.00169529 -0.00265632 0.0042016 2.73647e-06 0.00116669 0.00035144 -0.00332795 0.00335738 0.000602107 0.000369134 0.00373051 0.00195584 -0.00102202 -0.00141716 -0.00176471 -0.00124365 0.000177039 -0.00328898 -0.00455817 0.000526713 0.0106833 0.000250552 0.00207537 internal_weight=0 17729.7 11746.2 9510.48 2235.77 662.191 5296.13 6247.84 2573.88 3278.61 5983.48 485.441 3262.64 208.098 2047.17 3054.54 2850.94 1830.8 2017.52 3673.96 2927.13 1752.35 1439.71 2739.3 166.3 821.524 746.828 19.7689 727.059 76.5771 internal_count=911180 781917 637254 424657 212597 54867 129263 287765 159220 85768 144663 26377 136892 25558 49591 111334 101556 45247 43495 128545 105634 95388 79252 97060 9542 63832 22911 231 22680 4567 is_linear=0 shrinkage=0.01 Tree=439 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 11 11 11 11 1 11 5 2 1 11 2 1 5 1 3 2 2 5 11 1 2 1 1 split_gain=6475.09 2285.73 404.992 335.568 161.478 134.389 106.107 91.123 36.0835 35.1459 34.0212 30.0099 28.3344 24.3727 23.0767 19.5666 18.5777 17.7864 31.0667 40.3768 33.711 17.2602 21.3723 16.7547 17.465 16.6064 15.2283 14.5546 14.3928 55.8292 threshold=0.0016333823441527001 0.99766892194747936 3.4846319977077662e-05 -1.0000000180025095e-35 0.51461192965507518 0.99997490644454967 -375.49999999999994 0.3781151175498963 4.0456557144352709e-06 0.049213243648409809 0.94052824378013633 -208.49999999999997 0.00017857718921725002 1.5000000000000002 0.88478556841388711 -348.49999999999994 0.015218299813568552 0.92365967365967383 -57.499999999999993 3.5000000000000004 -56.499999999999993 0.31281565656565663 0.68438714235252573 0.69282051282051293 1.5000000000000002 0.97252115607261669 -63.499999999999993 0.5325381140598533 -63.499999999999993 -62.499999999999993 decision_type=2 2 2 8 2 2 10 2 2 2 2 10 2 10 2 10 2 2 10 8 8 2 2 2 10 2 10 2 10 10 left_child=2 3 8 4 9 11 -4 16 -1 23 13 -3 -8 -6 25 -10 -5 -12 19 -19 -20 -11 -23 24 -2 27 -21 -9 -25 -30 right_child=1 5 6 7 10 -7 12 14 15 21 17 -13 -14 -15 -16 -17 -18 18 20 26 -22 22 -24 28 -26 -27 -28 -29 29 -31 leaf_value=-0.0096183178481400646 0.0011261876693413797 0.005001223382407413 -0.0077067671145564969 -0.0056068844378125158 0.0040070598837076811 0.010284971591791942 -0.004649781230709484 -0.0004608299354672082 -0.0092738606953607985 0.00064170415837553718 0.0059605550326222037 0.0080523331038746329 -0.0020490339259008322 0.0013064224665794691 0.0046115407276576858 -0.0067058095505194027 -0.0030189101368240058 0.0084525581232918565 -0.017296444443584812 -0.021837394738726409 0.0066469136613316509 0.0023810038427228282 0.019572859183462053 -0.00307208578384523 -0.00092409998535879646 0.0013432193165629528 0.0069454324701917133 -0.0034554041069006702 0.020283310088140813 -0.0013454532151281216 leaf_weight=3890.576516287867 1560.7027866104618 642.21748105529696 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5.5250000000000012 5.4450000000000012 0.94052824378013633 3.3950000000000005 0.22271825396825398 4.0456557144352709e-06 0.00017857718921725002 0.0089773964136838514 2.1250000000000004 9.0500000000000025 6.0750000000000011 1.0000000180025095e-35 1.8603117496240887e-05 1.0000000180025095e-35 9.0500000000000025 0.99938118811881205 0.62453007518796999 5.5150000000000006 5.5050000000000008 8.1200000000000028 7.6900000000000004 6.0450000000000008 0.49341991341991348 0.45848997493734339 1.0000000180025095e-35 decision_type=2 2 2 2 2 8 10 2 8 2 2 2 2 10 8 10 2 2 2 10 2 2 10 8 10 10 10 2 2 2 left_child=2 3 10 6 13 11 12 8 -5 -8 -1 -4 -2 -3 -9 -12 -17 -18 20 24 22 -19 23 27 25 26 -10 28 -11 -24 right_child=1 4 5 7 -6 -7 9 14 19 18 15 -13 -14 -15 -16 16 17 21 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0096120862960846383 -0.0019988010274644818 0.0089539593116584864 -0.0067462908269103443 -2.2252192869586417e-05 0.010276943413804116 -0.0018002666012291984 -0.0019027507881314819 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7963 68 7484 985 15090 14776 14641 867 242 6499 is_linear=0 shrinkage=0.01 Tree=441 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 10 1 10 11 10 11 10 11 10 10 1 1 11 11 11 4 11 3 1 1 3 10 10 3 2 split_gain=6294.62 2285.86 366.587 337.516 194.849 138.207 98.9091 94.7289 94.3718 91.0897 55.3759 33.9846 33.7492 32.7674 32.0285 57.3623 111.31 31.8823 30.5621 27.7579 26.7299 25.5393 23.5918 22.739 38.8263 31.3673 27.3675 42.0824 24.0048 30.4762 threshold=0.0013712961226701001 0.99894970655441295 2.9517374969145752e-05 -1.0000000180025095e-35 0.78322452306747448 5.7950000000000008 -351.49999999999994 4.9450000000000012 0.99997490644454967 3.4350000000000005 0.65440738201141369 5.285000000000001 0.78322452306747448 8.2000000000000011 6.1150000000000011 -57.499999999999993 -56.499999999999993 4.0456557144352709e-06 0.18897357583045957 0.98755538463592529 28.500000000000004 0.00019807765784200004 0.86984754376058737 -64.499999999999986 -61.499999999999993 0.11180555555555556 2.5450000000000004 2.5750000000000006 0.54186137071651097 0.27608892921960076 decision_type=2 2 2 8 2 8 10 10 2 10 2 10 2 8 8 10 10 2 2 2 10 2 2 10 10 2 10 10 2 2 left_child=2 3 17 4 9 7 13 10 -3 22 -5 21 -7 -4 19 20 -17 -1 -11 -6 -16 -8 23 26 25 -25 28 -28 -2 -30 right_child=1 8 6 5 14 12 11 -9 -10 18 -12 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31 leaf_value=-0.0096058226801995286 -0.0050372004562720882 0.0068047792916834547 -0.0082508732409833589 -0.0031834751832415854 0.0048587977943656347 0.0010882194513612336 -0.0054764263403451561 -0.0071085469156253848 0.0102689415649793 0.001435011760018223 0.00022962676105386386 -0.00048854759548137925 0.0067537927416840161 0.00057976060309832596 0.0073193702854926048 -0.020234129736821815 0.002189910504974506 -0.0077085911512554334 0.0032118815985572417 0.0080376344492169589 0.0021762225015696073 -0.0026831014901874972 0.0027609395942639393 0.016298059181608739 -0.00027924014956368022 0.0019707069624139446 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45.0107 26.1338 32.4565 33.1625 25.5239 25.2925 24.8653 threshold=2.6750000000000003 4.3750000000000009 53.500000000000007 5.5050000000000008 5.8550000000000013 2.5000000000000004 2.5450000000000004 1.5000000000000002 0.062895569620253167 2.5000000000000004 154.50000000000003 30.500000000000004 0.26344707923655292 1.0000000180025095e-35 9.1600000000000019 3.5000000000000004 0.12062851552946931 3.5000000000000004 11.500000000000002 0.63673020527859248 0.31158186076218869 0.32087118565105982 5.535000000000001 5.705000000000001 1.5000000000000002 4.785000000000001 4.995000000000001 0.41202270381836947 0.11055555555555556 29.500000000000004 decision_type=10 10 2 10 10 10 8 2 2 10 2 2 2 2 10 10 2 8 10 2 2 2 10 10 10 10 10 2 2 10 left_child=6 9 3 7 -4 10 -1 13 -9 -2 -6 -8 -11 16 19 -16 18 -18 -3 20 -5 -22 27 -24 25 -10 -27 -23 -17 -13 right_child=1 2 4 14 5 -7 11 8 24 12 -12 29 -14 -15 15 28 17 -19 -20 -21 21 22 23 -25 -26 26 -28 -29 -30 -31 leaf_value=0.001900691587113339 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13.771341843530534 2198.1699479464442 113.22985775582492 20.849930702708662 560.3575293389149 48.430904624983668 28.002630461007357 179.51772487768903 651.28783718449995 727.23958043335006 354.9652630360797 747.77842460945249 36.214829818811268 61.681023915298283 194.17780974693596 leaf_count=43495 132693 32422 157730 59443 12766 28490 79761 10665 15070 2817 13611 2011 9153 770 20991 130 88416 6676 261 18493 808 422 10794 19568 61473 18002 54010 1806 4437 3996 internal_value=0 -0.000984011 -0.00148443 -0.000963035 -0.00371266 -0.00105807 0.00327211 -0.00165013 -0.00259565 -3.65461e-06 0.00119902 0.00411764 -0.00340453 -0.000989118 0.000351508 -0.00323982 -0.00109026 -0.000446642 -0.00225972 0.000593216 0.00103989 0.00242449 0.00197518 0.00144885 -0.00343722 -0.00261904 -0.00187273 0.0087845 0.00210401 0.000975219 internal_weight=0 17497.9 11584.6 9387.83 2196.73 652.382 5208.25 6165.3 2536.73 5913.35 480.198 3221.85 299.886 3628.58 3222.52 203.21 3583.47 2311.4 1272.07 3019.31 2458.96 943.454 895.023 830.806 2087.37 1360.13 1102.74 64.2175 75.4524 309.516 internal_count=911180 781917 637254 424657 212597 54867 129263 287765 159220 144663 26377 85768 11970 128545 136892 25558 127775 95092 32683 111334 92841 33398 32590 30362 148555 87082 72012 2228 4567 6007 is_linear=0 shrinkage=0.01 Tree=443 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 10 1 11 10 10 11 10 11 6 10 11 11 10 1 1 11 11 3 1 1 3 10 10 3 3 split_gain=6194.92 2265.48 366.613 331.963 191.995 134.2 98.3092 95.1899 93.2092 91.2803 54.4256 33.7436 33.5477 33.3132 32.3185 32.1047 29.8563 29.4662 60.4641 108.799 30.4747 25.2785 23.1019 22.3385 37.961 30.608 27.2563 41.0215 23.6393 29.8789 threshold=0.0013712961226701001 0.99894970655441295 2.9517374969145752e-05 -1.0000000180025095e-35 0.78322452306747448 5.7950000000000008 -351.49999999999994 0.99997490644454967 4.9450000000000012 3.4350000000000005 0.65440738201141369 5.285000000000001 0.015218299813568552 401.50000000000006 8.2000000000000011 4.0456557144352709e-06 0.18897357583045957 6.1150000000000011 -57.499999999999993 -56.499999999999993 0.98755538463592529 0.00019807765784200004 0.86984754376058737 -64.499999999999986 -61.499999999999993 0.11180555555555556 2.5450000000000004 2.5750000000000006 0.54186137071651097 0.72245564892623726 decision_type=2 2 2 8 2 8 10 2 10 10 2 10 2 2 8 2 2 8 10 10 2 2 2 10 10 2 10 10 2 2 left_child=2 3 15 4 9 8 14 -3 10 22 -5 21 -7 17 -4 -1 -11 20 -19 -20 -6 -8 23 26 25 -25 28 -28 -2 -30 right_child=1 7 6 5 13 12 11 -9 -10 16 -12 -13 -14 -15 -16 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31 leaf_value=-0.0095987763507368769 -0.00502474156529111 0.0067690053182958287 -0.0082299480142583835 -0.0031598106504543482 0.0049198753360935998 -0.0039930968261953853 -0.0054498696312505392 0.010260527199965853 -0.00706794982758589 0.0014317914749519809 0.00022576999849949482 -0.00047356063116377585 0.00431769642735025 -0.0052217002194296456 0.00053233115715526779 -0.0076863920495141534 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144 331 94997 7436 3450 133 911 2687 24982 1121 133 4482 264 202 3456 677 398 internal_value=0 0.00359093 -0.00759628 0.00109791 0.00214734 -0.00182561 -0.00437151 0.00949645 -0.00274823 0.00126217 -0.00185639 -0.00310414 0.0032637 0.00487152 -0.00763482 -0.00915423 0.00210426 0.00504055 0.00297851 -0.00332734 0.00578462 -0.00385336 -0.000541631 -0.000912855 0.000395473 0.00782371 -0.00190743 -0.000175258 -0.00352082 -0.000408053 internal_weight=0 15387.8 7297.15 10820.1 7962.03 2858.06 2377.02 4567.71 2419.45 6009.38 2005.41 1712.1 438.612 1952.65 664.923 4920.13 4096.81 1920.49 509.238 117.094 1411.25 1332.56 1912.57 1716.71 741.414 62.9549 975.3 470.335 504.966 164.497 internal_count=911180 237287 673893 101819 65599 36220 109813 135468 30083 52591 19772 79082 6137 13008 30731 564080 39918 12864 4494 1044 8370 59395 12673 11552 4879 397 6673 3658 3015 1075 is_linear=0 shrinkage=0.01 Tree=444 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 11 11 11 11 2 6 11 2 11 1 0 5 4 2 1 6 2 6 5 2 4 6 6 split_gain=6108.14 2248.7 366.977 325.558 189.514 101.39 97.7145 95.9817 63.2163 32.3232 27.5162 24.7523 24.2527 20.3901 19.661 19.636 18.4525 18.2828 24.9217 24.8765 22.7567 17.9681 17.8192 24.8259 17.3324 16.5725 23.4765 16.5332 15.8996 15.3956 threshold=0.0013712961226701001 0.99894970655441295 2.9517374969145752e-05 -1.0000000180025095e-35 0.8784809708595277 0.3781151175498963 -351.49999999999994 0.99997490644454967 0.068259380757808671 4.0456557144352709e-06 0.00017857718921725002 0.88478556841388711 455.50000000000006 0.015218299813568552 0.68208556149732635 0.97252115607261669 -348.49999999999994 1.0000000180025095e-35 4.5000000000000009 24.500000000000004 0.69789381307591059 -380.49999999999994 184.50000000000003 0.019324122479462254 5.5000000000000009 2.5000000000000004 0.98936170212765973 1.5000000000000002 408.50000000000006 1.0000000180025095e-35 decision_type=2 2 2 8 2 2 10 2 2 2 2 2 2 2 2 2 10 2 10 10 2 10 2 2 2 10 2 10 2 2 left_child=2 3 9 4 8 13 27 21 14 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1322.9829863496125 878.9900991152972 686.80654428899288 3535.3451328817755 2486.7479505389929 427.58050892967731 1020.3957587988116 103.93956129252911 20.18806117773056 959.96744562312961 431.49640150368214 457.25666144490242 707.73814249085262 86.415789477527142 34.847980249673128 445.4332353323698 10.7326722741127 605.72624454274774 4.2637201715260735 45.022773750126362 10.996320210397242 193.92072196677327 14.680304132401941 659.7553484281525 35.608745727688074 404.67690659314394 leaf_count=469083 32248 9074 27 10242 9525 7046 44133 118910 12840 28830 34949 1141 88 11380 4485 5528 66167 411 191 2119 56 7484 32 851 54 1244 164 30704 242 1932 internal_value=0 0.00356571 -0.00757573 0.00108771 0.00212657 -0.00181062 -0.0043454 0.00948054 0.00136722 -0.00914396 -0.00308197 5.65102e-05 0.00526214 -0.00371401 0.000272157 -0.000309123 -0.00766604 0.00226815 0.00270621 0.00108094 -0.00462221 0.00673597 -0.00295439 0.0029098 -0.00370571 0.00540567 0.00278602 -0.00761222 0.00283864 0.00162943 internal_weight=0 15342.2 7244.08 10812.4 7959.45 2852.94 2367.46 4529.81 6407.67 4876.62 1707.2 1440.19 1551.77 1412.75 2892.22 1336.25 1135.32 3515.46 2567.94 947.522 45.5807 994.468 1009.25 49.2865 97.4121 1531.58 208.601 660.253 2522.36 850.11 internal_count=911180 237287 673893 101819 65599 36220 109813 135468 54578 564080 79082 13715 11021 22505 36733 12574 94997 17845 13329 4516 247 16558 12263 883 465 10933 1408 30731 13082 4051 is_linear=0 shrinkage=0.01 Tree=445 num_leaves=31 num_cat=0 split_feature=10 46 10 10 46 10 10 10 38 10 28 18 3 3 3 4 10 10 18 10 28 10 3 3 10 3 3 3 10 10 split_gain=694.051 185.981 102.561 81.1954 115.796 104.735 55.2201 59.8245 47.8364 43.4102 62.6933 77.057 57.3207 45.4634 37.1892 41.3057 35.5304 35.4954 32.4783 30.151 29.5073 28.0173 26.6509 27.318 26.4765 47.864 25.3133 25.2105 24.6958 56.405 threshold=2.6750000000000003 1.0000000180025095e-35 2.6750000000000003 4.3750000000000009 1.0000000180025095e-35 6.4450000000000012 9.7700000000000014 5.4850000000000012 1.0000000180025095e-35 4.995000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.45848997493734339 0.31281565656565663 0.50155279503105599 28.500000000000004 2.5450000000000004 5.3450000000000006 1.0000000180025095e-35 2.5750000000000006 1.0000000180025095e-35 5.1950000000000012 0.48492424242424242 0.16749174917491746 4.9850000000000012 0.74478940512375169 0.24165739710789766 0.66349106014087067 7.5550000000000006 6.7350000000000012 decision_type=10 2 8 10 2 10 10 10 2 10 2 2 2 2 2 10 8 10 2 8 2 10 2 2 10 2 2 2 10 10 left_child=1 2 -1 -2 5 8 7 14 9 24 11 17 13 -13 15 21 -3 -11 -4 -18 28 -6 23 -17 -5 -26 -12 -16 29 -7 right_child=3 16 18 4 6 20 -8 -9 -10 10 26 12 -14 -15 27 22 19 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0031679666530766326 -8.1694900248634659e-06 -0.00078437839913932876 0.0071918658917374447 -0.0027043895444840284 -0.0046839665756161246 0.0059832623587203993 -0.0056841156032679313 0.00046744442519670257 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109274 36656 83387 55401 25704 13614 31116 78158 65109 53222 2966 24281 158138 11121 7857 is_linear=0 shrinkage=0.01 Tree=446 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 11 11 11 11 2 3 4 3 4 11 1 5 1 1 11 5 2 1 3 11 5 11 4 split_gain=6010.65 2227.69 367.222 319.723 186.675 99.7115 96.9265 96.7559 61.9586 32.6098 27.2023 24.2847 21.6242 21.7928 20.2949 57.4919 20.126 19.6942 19.6113 19.6062 20.647 19.2628 18.7979 24.3771 17.8979 16.4641 15.5728 15.4298 15.0722 14.8813 threshold=0.0013712961226701001 0.99894970655441295 2.9517374969145752e-05 -1.0000000180025095e-35 0.8784809708595277 0.3781151175498963 -351.49999999999994 0.99997490644454967 0.068259380757808671 1.0372787642154437e-06 0.00017857718921725002 0.88478556841388711 0.31281565656565663 19.500000000000004 0.28629976580796251 26.500000000000004 0.015218299813568552 -348.49999999999994 1.5000000000000002 -250.49999999999997 -268.49999999999994 0.97252115607261669 2.5000000000000004 0.24494897959183673 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0.00946358 0.00135462 -0.00913231 -0.00305874 5.41878e-05 0.00027046 -0.0010724 0.00224651 0.00104137 -0.0036904 -0.00814496 0.00272554 0.00327207 0.00581782 -0.000308079 0.00522493 0.00245941 0.0067012 -0.00558409 0.00284862 0.000827262 0.00566427 -0.00117479 internal_weight=0 15283.3 7183.08 10799.5 7954.72 2844.75 2356.63 4483.79 6407.6 4826.45 1701.91 1437.02 2892.07 847.685 3515.52 999.913 1407.73 1975.73 2515.61 1818.76 259.381 1333.46 1547.12 212.091 988.448 401.257 1559.38 2044.39 1335.03 877.273 internal_count=911180 237287 673893 101819 65599 36220 109813 135468 54578 564080 79082 13715 36733 7749 17845 4792 22505 185941 13053 8959 1292 12574 11021 1424 16558 10242 7667 28984 9597 7046 is_linear=0 shrinkage=0.01 Tree=447 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 11 1 11 11 11 11 11 1 4 0 4 1 4 4 11 4 40 11 11 1 0 4 1 0 split_gain=5926.08 2211.12 367.576 313.54 183.988 98.013 97.5481 96.2752 60.7188 32.8633 26.9147 23.3343 19.958 19.7364 18.8328 17.857 23.8972 17.808 17.2615 15.8103 11.7794 11.2638 10.8179 9.763 9.38567 9.30317 9.05279 8.41054 7.95671 7.38287 threshold=0.0013712961226701001 0.99894970655441295 2.9517374969145752e-05 -1.0000000180025095e-35 0.8784809708595277 0.3781151175498963 0.99997490644454967 -351.49999999999994 0.068259380757808671 1.0372787642154437e-06 0.00017857718921725002 0.97252115607261669 0.015218299813568552 -348.49999999999994 42.000000000000007 1.0000000180025095e-35 24.500000000000004 -208.49999999999997 16.500000000000004 1.5000000000000002 0.98755538463592529 14.500000000000002 1.0000000180025095e-35 0.0089773964136838514 6.1143434777477532e-06 -66.499999999999986 1.0000000180025095e-35 6.5000000000000009 -73.499999999999986 1.0000000180025095e-35 decision_type=2 2 2 8 2 2 2 10 2 2 2 2 2 10 8 2 10 10 8 10 2 10 2 2 2 10 2 10 10 2 left_child=2 3 9 4 8 12 17 19 14 -1 -9 18 -5 -11 21 22 -17 -3 -7 -4 -6 25 -10 -23 -15 27 -13 -2 -18 -14 right_child=1 6 7 5 20 11 -8 10 15 13 -12 26 29 24 -16 16 28 -19 -20 -21 -22 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326.93222431652248 719.28825010824949 684.72968450142071 1.9876072034239758 97.349565148353577 394.34149988740683 490.88987631723285 913.83657477237284 649.75676692603156 586.65707453899086 1172.8311748662964 4.9673129469156256 1517.7962531652302 549.50245849275962 79.43512412533164 165.09215048886836 73.559617670252919 455.2622432410717 285.95053661987185 leaf_count=378139 646 10169 27 10242 5896 291 118910 44133 13303 54062 34949 3621 9709 81524 10 465 1874 6389 7315 30704 5125 20415 26 13850 50355 817 2488 995 2177 2554 internal_value=0 0.00351325 -0.00753152 0.00106829 0.00208716 -0.00178299 0.00944757 -0.00429042 0.00134083 -0.00912186 -0.00303681 5.3668e-05 -0.00366114 -0.00812715 0.000267694 0.0022237 0.00104988 0.00666813 -0.000866202 -0.0075621 0.00518754 0.000246536 0.00265636 0.000416742 -0.00735754 -0.0020428 0.0018195 -0.000292643 0.00158761 -0.00290967 internal_weight=0 15239.5 7131.24 10792.8 7951.44 2841.35 4446.67 2347.36 6408.73 4783.88 1697.08 1436.54 1404.81 1960.33 2892.66 3516.07 946.953 983.444 944.518 650.275 1542.71 2890.67 2569.12 2690.63 1234.23 200.041 492.024 120.606 849.604 1005.24 internal_count=911180 237287 673893 101819 65599 36220 135468 109813 54578 564080 79082 13715 22505 185941 36733 17845 4516 16558 7606 30731 11021 36723 13329 34265 131879 2458 6109 1641 4051 12263 is_linear=0 shrinkage=0.01 Tree=448 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 10 10 10 2 11 6 11 0 10 10 6 10 5 10 10 10 2 2 10 2 10 10 11 5 split_gain=5843.42 2242.25 309.994 233.542 98.3294 64.8042 58.3474 52.3776 35.6373 34.4989 33.1163 30.0188 28.7587 27.7428 25.2951 24.2653 21.5696 21.5292 20.6694 23.0346 27.2214 20.169 28.5994 20.0811 19.7918 26.6075 19.3007 18.8894 18.424 18.3044 threshold=0.00099748477805400022 0.99894970655441295 2.9517374969145752e-05 0.2688089013099671 0.99997490644454967 0.94052824378013633 5.5250000000000012 5.4450000000000012 3.3950000000000005 0.77442071785552036 1.0372787642154437e-06 23.500000000000004 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30688 7749 50931 4368 118910 5879 18117 3806 9710 539 165283 1839 30472 193 7954 2254 75 18 1141 376 393 2243 36 3745 1773 574 8809 20658 34385 123 internal_value=0 0.0034058 -0.00769261 0.000993434 0.00943156 0.00252236 -0.00450333 -0.000393272 0.00171362 0.00178838 -0.00911135 0.00241862 -0.000808906 -0.00413359 0.00405185 0.00103442 0.00497563 0.00501446 0.00229666 0.00288253 0.00263106 0.00673461 0.0291989 0.00093063 0.00514422 0.00301737 0.00663521 -0.00810928 -0.00549238 -0.00316593 internal_weight=0 15425.1 6851.06 11015.2 4409.86 5238.97 2109.34 5776.27 3426.93 924.355 4741.71 835.445 4851.92 88.9101 1812.04 544.891 1124.57 290.554 2582.67 1807.48 1722.03 207.638 3.92121 775.193 1108.15 313.682 978.465 1945.09 1558.28 56.9564 internal_count=911180 243667 667513 108199 135468 36111 103433 72088 19733 10928 564080 10196 61160 732 16378 6060 10499 4136 15365 10479 10103 2297 54 4886 10424 2470 16558 185941 85316 697 is_linear=0 shrinkage=0.01 Tree=449 num_leaves=31 num_cat=0 split_feature=10 1 10 10 1 6 10 10 5 10 5 1 5 6 1 1 10 10 4 5 5 10 10 10 6 5 5 0 6 1 split_gain=652.124 229.84 115.864 75.1377 225.968 108.637 82.8107 92.0043 98.1618 55.2718 112.564 55.1193 44.3868 41.5213 34.633 47.4137 38.1281 33.938 51.9018 31.7002 31.6436 29.9877 56.9036 36.5539 37.9156 29.9579 27.9116 44.889 32.5376 27.1823 threshold=2.6750000000000003 -361.49999999999994 2.6750000000000003 4.3750000000000009 -8.4999999999999982 51.500000000000007 4.995000000000001 5.4450000000000012 1.5000000000000002 5.8550000000000013 2.5000000000000004 -71.499999999999986 5.5000000000000009 154.50000000000003 -64.499999999999986 -62.499999999999993 2.5450000000000004 5.2550000000000008 27.500000000000004 3.5000000000000004 1.5000000000000002 4.8650000000000011 4.8950000000000005 4.9850000000000012 17.500000000000004 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 -287.49999999999994 decision_type=10 10 8 10 8 2 10 10 10 10 10 8 10 2 10 10 10 10 8 10 10 10 10 10 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319188 397667 151562 48763 348904 167626 114550 81820 996 330834 194325 47060 53076 1703 32730 153397 80824 79249 74655 67681 2114 314028 142657 28951 19509 18028 15466 1481 is_linear=0 shrinkage=0.01 Tree=451 num_leaves=31 num_cat=0 split_feature=10 46 10 10 6 46 10 10 3 2 10 10 18 6 10 10 6 2 10 3 2 2 2 6 10 2 10 3 10 46 split_gain=638.344 177.256 99.5083 73.1975 121.424 83.9438 62.2827 60.0044 41.1706 43.4843 37.1613 34.2241 31.81 30.7824 30.3971 33.5926 37.2802 31.6472 29.7253 29.0736 25.2988 30.9663 25.6158 23.7941 26.5403 31.9685 38.8975 22.7051 21.5302 21.3093 threshold=2.6750000000000003 1.0000000180025095e-35 2.6750000000000003 4.3750000000000009 53.500000000000007 1.0000000180025095e-35 5.8550000000000013 6.4450000000000012 0.97385509227614497 0.37053001277139214 5.8750000000000009 2.5450000000000004 1.0000000180025095e-35 107.50000000000001 9.1600000000000019 5.4850000000000012 8.5000000000000018 0.62532051282051293 2.5750000000000006 0.15074051531750862 0.51869322152341024 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91.0901 86.2803 52.5454 46.9839 34.7024 64.5182 33.6628 33.4312 32.9965 32.1479 31.817 56.2019 106.127 36.7874 28.1169 40.4074 27.4528 27.2282 27.1529 26.5991 72.1379 33.9238 threshold=0.00099748477805400022 0.99894970655441295 -1.0000000180025095e-35 2.9517374969145752e-05 0.78322452306747448 5.7950000000000008 0.99997490644454967 4.9450000000000012 3.4350000000000005 -351.49999999999994 0.2688089013099671 1.5000000000000002 0.23123827392120072 27.500000000000004 5.285000000000001 1.0372787642154437e-06 0.78322452306747448 4.5000000000000009 6.1150000000000011 -57.499999999999993 -56.499999999999993 2.5000000000000004 0.49844720496894418 0.59943502824858774 0.96213569039656011 0.98755538463592529 8.2000000000000011 -252.49999999999997 5.0250000000000012 27.500000000000004 decision_type=2 2 8 2 2 8 2 10 10 10 2 10 2 8 10 2 2 10 8 10 10 10 2 2 2 2 8 10 10 10 left_child=3 2 4 15 8 7 -3 10 -2 26 -4 12 13 -10 -11 -1 17 -7 25 21 -21 -20 23 -14 -23 -6 -5 28 -24 -29 right_child=1 6 5 9 18 16 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2097.38 2022.38 4204.55 2960.98 765.177 1506.5 4682.43 436.961 269.333 1929.21 516.702 118.344 398.357 2195.81 1489.29 110.53 1412.51 590.881 706.514 142.588 563.925 internal_count=911180 243667 108199 667513 70357 37842 135468 31639 57349 103433 20587 43560 27381 5177 74471 564080 6203 2441 13008 4560 1056 3504 22204 14992 870 8448 28962 7212 1414 5798 is_linear=0 shrinkage=0.01 Tree=453 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 11 1 11 11 2 11 11 1 11 1 11 0 2 2 2 2 2 1 11 2 1 1 0 11 split_gain=5653.85 2197.44 310.445 308.179 184.564 99.7687 97.8214 85.787 56.3067 33.6817 23.7709 21.0442 20.4761 20.0574 19.6033 18.1325 18.0956 16.6042 15.4186 15.3994 15.6269 14.3974 13.3803 12.5846 11.8088 11.1574 38.6122 39.176 11.007 13.0236 threshold=0.00099748477805400022 0.99894970655441295 2.9517374969145752e-05 -1.0000000180025095e-35 0.78322452306747448 0.99997490644454967 0.3781151175498963 -351.49999999999994 0.049213243648409809 1.0372787642154437e-06 0.88478556841388711 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leaf_count=378139 8832 9074 28962 11864 7883 118910 3995 44133 13476 54062 347 30338 12263 131879 4310 7484 5528 4425 9885 4092 418 1739 1312 2883 794 708 46 61 4394 8944 internal_value=0 0.00335174 -0.00764606 0.00097647 0.00197226 0.0093965 -0.00184027 -0.00444453 0.00113171 -0.00908689 1.46829e-05 -0.00317798 -0.0036779 -0.00806782 0.00467723 0.0065659 -0.000344324 0.0019977 8.18357e-05 0.00051447 0.000159376 -0.00118549 -0.000457633 -0.00277743 0.00465099 0.00621307 0.00217628 -0.0114987 0.000457622 0.000974279 internal_weight=0 15304.7 6729.99 10987.3 8117.53 4317.41 2869.74 2088.75 6193.09 4641.24 1428.14 1502.07 1441.6 1909.16 1924.44 966.458 1325.5 3393.76 2799.33 2089.33 1784.11 873.021 660.757 164.481 102.638 580.417 61.2439 15.4417 1619.63 1162.87 internal_count=911180 243667 667513 108199 70357 135468 37842 103433 57349 564080 13715 74471 24127 185941 13008 16558 12574 17901 39448 29563 25471 7046 5307 3301 1141 5125 815 107 22170 17776 is_linear=0 shrinkage=0.01 Tree=454 num_leaves=31 num_cat=0 split_feature=10 1 10 10 1 6 10 10 5 10 5 1 5 2 5 6 1 1 2 10 2 10 10 4 2 5 2 5 10 6 split_gain=609.282 220.564 112.926 69.2661 219.102 101.331 80.6415 90.5422 95.5914 53.1754 108.576 52.7729 42.6954 60.6836 42.1789 39.9303 33.7104 46.7371 43.0273 37.3337 44.8453 37.4182 32.1407 50.4311 30.6271 30.3202 29.8772 28.78 27.8687 28.0427 threshold=2.6750000000000003 -361.49999999999994 2.6750000000000003 4.3750000000000009 -8.4999999999999982 51.500000000000007 4.995000000000001 5.4450000000000012 1.5000000000000002 5.8550000000000013 2.5000000000000004 -71.499999999999986 5.5000000000000009 0.36678657074340532 3.5000000000000004 154.50000000000003 -64.499999999999986 -62.499999999999993 0.98936170212765973 2.5450000000000004 0.73368794326241138 1.6450000000000002 5.2550000000000008 27.500000000000004 0.65858556175923211 1.5000000000000002 0.76024883359253514 2.5000000000000004 4.9850000000000012 17.500000000000004 decision_type=10 10 8 10 8 2 10 10 10 10 10 8 10 2 10 2 10 10 2 10 2 10 10 8 2 10 2 8 10 2 left_child=1 2 -1 11 5 22 24 -8 -9 -7 15 -2 13 14 -10 -11 19 18 -18 20 21 -3 23 -5 28 -25 -21 -13 -6 -30 right_child=3 16 -4 4 6 9 7 8 12 10 -12 27 -14 -15 -16 -17 17 -19 -20 26 -22 -23 -24 25 -26 -27 -28 -29 29 -31 leaf_value=0.0031926430345851852 -0.0016353414909589517 0.0014218359260841746 0.0074207644424116575 -0.0035267770964389311 -0.0017083641358151486 -0.0040145576782199925 -0.0079966344660810252 -0.0067089749985265066 0.0063047665383821842 0.0047636574953506807 -0.0076384604044134035 0.00071269512117316011 0.012758752885106934 -0.0064738027777597618 -0.0049072094162857585 -0.0015185957414485132 0.004261425998868737 0.0017100683895107929 0.020325336779492807 0.0019211274896875747 -0.0039816277323050618 -0.0033938744277091475 0.00050949490742706414 0.00043503897859940974 -0.006168891215793516 -0.0018481123982024897 0.012471536626005709 -0.0035434337536897399 -0.00762925639507044 0.0084832997061546553 leaf_weight=1383.5384595748037 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0.000433291 -0.000118072 -0.000839961 -0.00191097 -0.000271064 0.00506028 0.000547469 -0.00118123 0.00510155 internal_weight=0 4995.26 2545.94 16947.8 11192.9 8848.53 2344.39 1358.7 609.537 1753.97 572.579 5754.87 300.318 271.38 176.597 423.428 2449.32 1032.05 72.3751 1417.27 1288.85 989.029 7094.56 3299.34 985.688 2722.82 128.421 4257.86 841.473 65.1363 internal_count=911180 129263 89778 781917 637254 497779 139475 101620 46693 177952 47062 144663 16578 16037 8955 19992 39485 16588 1099 22897 21205 17096 319827 155868 37855 120710 1692 96713 30656 2110 is_linear=0 shrinkage=0.01 Tree=455 num_leaves=31 num_cat=0 split_feature=1 0 3 3 1 2 2 1 1 4 1 3 1 3 3 1 1 3 3 1 1 3 2 3 1 3 1 1 3 4 split_gain=83.5504 67.8678 75.7418 64.8641 40.5493 39.8261 42.5144 34.6767 29.3805 24.9617 23.7442 22.6996 43.9274 24.4246 46.2566 42.5702 23.3153 32.6611 44.8738 38.9322 31.1293 21.7766 24.0627 28.8582 21.0646 20.0085 21.793 19.6598 24.2513 18.5112 threshold=-64.499999999999986 1.0000000180025095e-35 1.0000000180025095e-35 0.94469928644240586 -61.499999999999993 0.47385509227614492 0.5265987549518959 -39.499999999999993 -30.499999999999996 42.000000000000007 -62.499999999999993 0.50155279503105599 -65.499999999999986 0.66349106014087067 0.68199436222692045 -65.499999999999986 -144.49999999999997 0.8185736677115989 0.92890109890109895 -65.499999999999986 -75.499999999999986 0.24165739710789766 0.74891304347826104 0.33248299319727892 -63.499999999999993 0.70036496350364974 -31.499999999999996 -8.4999999999999982 0.33477011494252878 10.500000000000002 decision_type=8 2 2 2 8 2 2 10 10 8 8 2 10 2 2 10 10 2 2 10 10 2 2 2 10 2 10 10 2 10 left_child=3 2 4 9 24 7 -7 10 -8 11 -3 12 29 -13 15 -15 -16 19 20 -18 -19 -4 23 -23 -2 26 -9 -25 -29 -1 right_child=1 5 21 -5 -6 6 8 25 -10 -11 -12 13 -14 14 16 -17 17 18 -20 -21 -22 22 -24 27 -26 -27 -28 28 -30 -31 leaf_value=-0.0028497677538943441 -0.001677025515065112 0.0070379489030349867 -0.003057710971903081 0.0016272937681814656 0.002063252739535058 0.004122251658277125 0.001433584582342983 -0.0054899260664135916 -0.0066230293791081909 0.015602304487745357 0.001110878497815374 -0.0026580916943778287 -0.0040769170629124897 0.00078371218210190896 -0.0028698930170114353 0.010264096549369399 -0.00070968248230216392 -5.8623585276571014e-05 -0.005012381615816637 -0.0063180343085471836 0.0058203670094454651 -0.0037499556416290846 0.0022124702536159622 -0.00016665463580308845 0.013072855292689952 0.0025454811378452747 -0.00025557550429881502 0.026952741808992747 -0.0068292155412829235 -9.8292514728698277e-05 leaf_weight=261.13822911726311 11.916745973750947 70.24942556861788 277.77427057316527 1039.2846861397848 975.62830664403737 983.267191296909 602.49397996533662 169.54660247638822 48.940981422085315 9.0204280698671919 1784.7823871639557 1400.2499495984521 327.92895088065416 372.45593371032737 867.43578916369006 54.265406266320497 504.96797916432843 175.16178448870778 87.675270522478968 163.96828535594977 185.39562861807644 239.71167740784585 389.83586355950683 6727.6544290694874 51.635510420426726 80.455554787768051 149.83400799543597 2.1993242003954938 62.911359926918522 3840.8011945567559 leaf_count=16183 159 1144 11823 31532 21895 28740 18351 5212 6400 149 48172 93624 5617 16033 60193 1142 31330 9865 5087 12976 7862 12240 12998 285410 867 2355 4336 46 11306 148133 internal_value=0 0.000522324 3.32629e-05 -0.000727062 0.00256741 0.00162117 0.0028096 0.000759598 0.000828308 -0.00102363 0.00133533 -0.00104183 -0.000555015 -0.00160761 -0.000997604 0.00198932 -0.00163984 -0.000684752 0.00140405 -0.00208439 0.0029643 -0.000308739 -0.00020586 -0.000339917 0.0103071 -0.00191152 -0.00303429 -0.00021958 -0.00568812 -0.000273457 internal_weight=0 12628.8 8739.27 9289.75 1039.18 3889.57 1634.7 2254.87 651.435 8250.46 1855.03 8241.44 4429.87 3811.58 2411.33 426.721 1984.6 1117.17 448.233 668.936 360.557 7700.09 7422.31 7032.48 63.5523 399.836 319.381 6792.77 65.1107 4101.94 internal_count=911180 471454 356744 439726 22921 114710 53491 61219 24751 408194 49316 408045 169933 238112 144488 17175 127313 67120 22814 44306 17727 333823 322000 309002 1026 11903 9548 296762 11352 164316 is_linear=0 shrinkage=0.01 Tree=456 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 11 11 2 18 2 6 4 6 2 6 6 4 2 2 18 2 4 6 11 2 2 2 2 split_gain=5558.7 2173.98 310.71 221.687 100.569 62.2512 33.9821 28.8498 25.7582 15.7051 16.074 17.1004 15.6785 13.1469 10.5112 13.3483 11.5599 21.9417 10.8547 11.8313 14.1451 11.6735 10.351 9.97644 9.67378 8.76756 8.59841 18 12.7267 8.35015 threshold=0.00099748477805400022 0.99894970655441295 2.9517374969145752e-05 0.2688089013099671 0.99997490644454967 0.94052824378013633 1.0372787642154437e-06 0.015218299813568552 0.00014260681928130004 0.51363749070171105 1.0000000180025095e-35 0.68772163120567387 408.50000000000006 28.500000000000004 12.500000000000002 0.12062851552946931 273.50000000000006 210.50000000000003 29.500000000000004 0.72245564892623726 0.68438714235252573 1.0000000180025095e-35 0.13079116179615108 25.500000000000004 497.50000000000006 0.98755538463592529 0.51363749070171105 0.49844720496894418 0.40924344112263583 0.53361581920903967 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 8 2 2 2 2 10 2 2 2 2 2 2 left_child=2 3 6 7 -3 9 -1 26 -4 24 13 -12 25 -11 18 16 17 -16 19 20 22 -22 -9 -14 -5 29 27 28 -2 -7 right_child=1 4 8 5 -6 12 -8 14 -10 10 11 -13 23 -15 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0097942590222216963 -0.00093246446474436629 0.0065291058102724042 -0.0057548225002134815 0.0021385397547580261 0.010204839502993435 0.00397221760511545 -0.0080461482002870122 -0.002304609325613354 -0.0034895542893327064 -0.002190688762562191 0.009281253752119514 -0.0032396573566223735 0.0083253606676771987 0.0008501176924970681 0.0034361374149445233 0.00052283544321955029 -0.0053616391571695834 0.019439968596864955 0.00033784872482812587 -0.0041815981442448139 0.0037624545578459241 0.023342521412050569 0.00010652518506352859 -0.0069700162695340495 -0.004421867316029289 0.0047627423649107331 -0.0022100140792918029 0.0017961177973843695 -0.0038965908915530203 0.001770565360902042 leaf_weight=2699.6067530130967 1252.0711322524585 960.30110313463956 847.92253626231104 2483.0596272200346 3309.9660388724878 613.44740839675069 1890.9311522515491 286.20568721182644 1230.3029655166902 180.14115611277521 39.37293952703476 15.087478771805761 5.3920562304556396 674.74688473530114 153.50915495771915 720.31664121802896 13.317360142245887 9.073236891999839 1684.3092821622267 105.08129792287946 12.385846814140679 4.0374643355607978 471.1510670594871 20.390251744538546 22.682121120393276 916.35721842013299 664.94892109371722 220.51187066268176 163.80069792177528 239.52790276706219 leaf_count=378139 23001 16558 55231 14232 118910 4607 185941 1791 48202 1041 170 71 29 4074 1085 8549 134 65 12464 733 135 22 4101 101 145 9809 12249 3443 4316 1832 internal_value=0 0.00332466 -0.00762183 0.000968399 0.00937824 0.00246312 -0.00907418 -0.000383479 -0.00441379 0.00167063 0.000544932 0.00581251 0.00397077 0.000209362 0.000193717 0.00112592 0.00359557 0.00432926 -0.000132228 -0.00103311 -0.000605543 0.00857597 -0.000804644 -0.00377117 0.00207915 0.00408358 -0.00125113 -0.000861479 -0.00127538 0.00335396 internal_weight=0 15241.2 6668.76 10970.9 4270.27 5210.21 4590.54 5760.72 2078.23 3415.09 909.348 54.4604 1795.11 854.888 3459.39 896.216 175.9 162.582 2563.17 878.861 773.78 16.4233 757.357 25.7823 2505.74 1769.33 2301.33 1636.38 1415.87 852.975 internal_count=911180 243667 667513 108199 135468 36111 564080 72088 103433 19733 5356 241 16378 5115 29079 9833 1284 1150 19246 6782 6049 157 5892 130 14377 16248 43009 30760 27317 6439 is_linear=0 shrinkage=0.01 Tree=457 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 10 11 10 10 1 5 11 10 1 1 5 11 10 6 11 5 6 1 10 2 6 10 2 10 11 split_gain=5480.96 2157.09 311.037 305.369 179.109 121.859 101.334 99.2307 88.8313 85.6482 50.8873 49.8479 34.5488 76.8277 83.5041 45.058 34.2335 33.4765 33.0742 32.2556 31.3091 30.1604 50.4709 74.6353 36.4267 35.5705 32.4464 30.5341 27.0091 23.5367 threshold=0.00099748477805400022 0.99894970655441295 2.9517374969145752e-05 -1.0000000180025095e-35 0.8784809708595277 5.7950000000000008 0.99997490644454967 3.4350000000000005 4.9450000000000012 -351.49999999999994 1.5000000000000002 0.2688089013099671 6.0450000000000008 -59.499999999999993 -53.499999999999993 2.5000000000000004 1.0372787642154437e-06 5.285000000000001 26.500000000000004 0.78322452306747448 4.5000000000000009 1.0000000180025095e-35 -258.49999999999994 5.1150000000000011 0.05298245614035086 107.50000000000001 6.0550000000000006 0.2573593073593074 8.2000000000000011 0.2688089013099671 decision_type=2 2 2 8 2 8 2 10 10 10 10 2 10 10 10 10 2 10 2 2 10 2 10 10 2 2 10 2 8 2 left_child=2 3 16 4 7 8 -3 -2 11 28 21 -5 -6 15 -15 -14 -1 -11 -17 20 -7 22 23 -9 -24 29 27 -26 -4 -23 right_child=1 6 9 5 12 19 -8 10 -10 17 -12 -13 13 14 -16 18 -18 -19 -20 -21 -22 25 24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.009790003757450802 -0.00058241203730218937 0.0064963222134736898 -0.008240897544026805 -0.0035801179789572268 0.0058950617162651514 0.00012268617541178034 0.010196993001001102 5.2983807513443636e-05 -0.0069634920784663107 -0.0039266191441448967 0.0004327794656883819 -0.00042228144518061854 0.0073847317672283003 -0.020732926093368204 0.00089886841862155294 0.0023022640349376951 -0.0080279687272121689 -0.00033728148262059327 -0.01197123743300932 0.0065081458869273405 0.016051588963381574 0.0031415240518863131 -0.0015189077930873088 0.013728171810053846 0.0086234083340616333 0.00021555370809361125 -0.0068012540669094932 0.0019197644488092172 0.00023627451535633361 0.0055451525829661079 leaf_weight=2673.9011315756943 2061.9846451580524 955.51981870643795 539.06992501206696 917.41416831733659 1152.4103225078434 255.39304631669074 3279.540358774364 82.984213650226593 410.41604886436835 1155.0318682165816 1342.9451302634552 1098.3565890882164 202.09743756428361 26.647664979100227 54.023266922682524 66.188975006341934 1876.3343073839787 335.26716088224202 21.509801600128412 165.25999244302511 12.965993039309977 1139.5830644275993 447.9517869129777 76.886786390095949 82.320172403007746 288.66098613478243 35.670738097280264 389.12192068994045 40.401281859725714 634.06037631630898 leaf_count=378139 14309 16558 28652 12439 8234 2343 118910 696 11052 55861 16642 8148 1597 114 396 500 185941 18610 180 3762 98 13305 2727 502 756 4051 226 3293 310 2829 internal_value=0 0.00330047 -0.0076015 0.000959249 0.00195054 -0.0018502 0.00936204 0.0012355 -0.00272287 -0.0043876 0.00206479 -0.00185947 0.00504107 0.00238455 -0.00624666 0.00478723 -0.00906341 -0.00311914 -0.00119859 0.0030326 0.000892305 0.0027546 0.00142951 0.00662979 0.000559019 0.00347098 0.00239453 0.00309031 -0.00764986 0.0040008 internal_weight=0 15199.9 6620.01 10964.9 8105.05 2859.81 4235.06 6582.17 2426.19 2069.77 4520.19 2015.77 1522.88 370.467 80.6709 289.796 4550.24 1490.3 87.6988 433.619 268.359 3177.24 1114.94 159.871 955.065 2062.3 507.113 471.442 579.471 1773.64 internal_count=911180 243667 667513 108199 70357 37842 135468 59336 31639 103433 45027 20587 11021 2787 510 2277 564080 74471 680 6203 2441 28385 8200 1198 7002 20185 4275 4049 28962 16134 is_linear=0 shrinkage=0.01 Tree=458 num_leaves=31 num_cat=0 split_feature=10 1 10 10 1 10 10 5 5 1 10 5 2 5 2 10 1 1 2 2 10 1 1 1 2 2 0 2 2 2 split_gain=579.513 212.53 104.711 69.0612 184.932 123.298 88.9502 92.8858 61.0205 59.4798 52.2121 41.3736 59.272 40.8989 36.7036 36.077 43.512 43.8942 43.4745 43.4321 36.385 32.3064 56.7925 34.2304 31.0363 66.556 57.8577 35.7928 33.1029 43.316 threshold=2.6250000000000004 -361.49999999999994 2.6250000000000004 3.5650000000000004 -8.4999999999999982 4.995000000000001 5.4450000000000012 1.5000000000000002 2.5000000000000004 -13.499999999999998 5.4450000000000012 5.5000000000000009 0.36678657074340532 3.5000000000000004 0.57719393282773568 2.5450000000000004 -64.499999999999986 -62.499999999999993 0.73368794326241138 0.98936170212765973 1.6450000000000002 -287.49999999999994 -288.49999999999994 -281.49999999999994 1.0000000180025095e-35 0.49844720496894418 1.0000000180025095e-35 0.41202270381836947 0.50144508670520238 0.63582887700534763 decision_type=10 10 8 10 8 10 10 10 10 8 10 10 2 10 2 10 10 10 2 2 10 10 10 10 2 2 2 2 2 2 left_child=1 2 -1 9 8 14 -7 -8 10 -2 24 12 13 -9 -6 16 18 19 20 -18 -3 22 -12 -23 26 27 -5 -26 -27 -30 right_child=3 15 -4 4 5 6 7 11 -10 -11 21 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 23 -24 -25 25 28 -28 -29 29 -31 leaf_value=0.0031892044697987738 -0.00090940480299660134 0.0013970750029685417 0.007352309858607152 0.0024526542889435959 -0.0008766797848302301 -0.0079617489934207773 -0.0066615147551425001 0.0062548682163348713 -0.0023561803441147916 0.001630509982192491 0.0027640078597654951 0.012615904126110749 -0.0064468004542173243 -0.0048717606289025786 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42320 54927 30115 5069 125413 33509 13451 541 7082 3886 15528 1949 659 14283 4109 370 3919 2616 290 109501 131057 20590 16450 32692 42946 41889 internal_value=0 0.00306417 0.00514363 -0.000875405 -0.00121231 -0.00332618 -0.00563233 -0.00277441 -0.000552109 0.000334614 -0.000217141 0.00120824 -1.55614e-05 0.0034279 -0.00163086 0.000930281 0.000599357 0.00224829 -0.000597056 0.0101009 0.000418024 0.000906476 0.00363222 0.00048071 -0.000762773 -0.00118033 0.000533809 -0.00234353 0.000139232 -0.000613083 internal_weight=0 4789.58 2425.72 16940.8 13251.3 3153.67 1336.13 600 10097.6 3689.54 8516.34 296.358 267.645 174.313 1817.54 2363.85 2205.59 927.411 1278.18 66.1094 980.998 2783.76 376.084 2407.68 5732.58 4336.14 1396.44 2304.62 2031.52 1507.8 internal_count=911180 126562 88096 784618 707438 159468 101620 46693 547970 77180 422557 16578 16037 8955 57848 38466 36517 15312 21205 1029 17096 125858 13741 112117 296699 269174 27525 163749 105425 84835 is_linear=0 shrinkage=0.01 Tree=459 num_leaves=31 num_cat=0 split_feature=10 1 10 10 1 10 6 10 5 1 10 5 5 2 5 2 6 5 10 1 1 2 2 10 6 4 10 2 1 1 split_gain=568.947 209.67 104.181 67.7728 181.933 122.092 101.244 88.1577 91.5075 58.313 42.7045 102.831 40.6126 58.2611 40.1132 36.1016 35.9209 35.4311 35.3482 42.6548 43.1125 42.8152 42.6501 35.686 34.7774 34.552 71.8082 40.7258 32.2211 60.3843 threshold=2.6250000000000004 -361.49999999999994 2.6250000000000004 3.5650000000000004 -8.4999999999999982 4.995000000000001 51.500000000000007 5.4450000000000012 1.5000000000000002 -13.499999999999998 5.9350000000000014 2.5000000000000004 5.5000000000000009 0.36678657074340532 3.5000000000000004 0.57719393282773568 98.500000000000014 2.5000000000000004 2.5450000000000004 -64.499999999999986 -62.499999999999993 0.98936170212765973 0.73368794326241138 1.6450000000000002 154.50000000000003 27.500000000000004 5.1850000000000014 0.012270400481782552 -60.499999999999993 -56.499999999999993 decision_type=10 10 8 10 8 10 2 10 10 8 10 10 10 2 10 2 2 10 10 10 10 2 2 10 2 8 10 2 10 10 left_child=1 2 -1 9 6 15 17 -7 -9 -2 -8 24 13 14 -10 -6 -11 25 19 22 21 -21 23 -3 -12 26 -5 -28 -29 -30 right_child=3 18 -4 4 5 7 10 8 12 16 11 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 28 29 -31 leaf_value=0.0031615913483193144 -0.00090061326244499139 0.0013831220895127051 0.0073219525165911991 -0.0037767419558782877 -0.00086812823411385495 -0.0079319041396383773 -0.0034646824202342651 -0.006625404399974253 0.0061948408470182889 0.0010421347335553696 0.0048353058627926002 -0.0075291274674154475 0.012509227814449051 -0.0064072988172338427 -0.0048356142739940725 -0.0042746318094486809 0.0050876230868151648 -0.0016318522362803931 0.0054858987273620451 0.0036049289348762475 0.0016292555260043484 0.020133512648604256 -0.0039119383913232778 -0.0033403472594741414 -0.0012075843673298235 0.00065601015736594401 -0.0029849186376133276 0.0022291713205516658 -0.013915930484804852 0.00044693772001178468 leaf_weight=1285.2000154713169 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0.0100147 -0.000591328 0.000413939 0.00243196 0.00022528 -0.000937315 0.000418509 0.00136636 -0.00241557 internal_weight=0 4780.51 2417.31 16926.6 13238.2 3145.9 10092.3 1329.57 598.035 3688.43 1985.4 537.762 295.784 267.116 174.146 1816.33 1806.61 8106.86 2363.2 2204.91 927.234 66.0125 1277.68 980.764 397.588 6899.84 1865.26 1262.44 987.443 183.428 internal_count=911180 126562 88096 784618 707438 159468 547970 101620 46693 77180 193579 43851 16578 16037 8955 57848 33509 354391 38466 36517 15312 1029 21205 17096 17720 286229 96034 61905 46754 7006 is_linear=0 shrinkage=0.01 Tree=460 num_leaves=31 num_cat=0 split_feature=11 11 11 11 46 11 46 46 11 11 11 3 38 11 11 11 46 2 5 18 2 6 5 6 46 6 6 3 6 3 split_gain=5382.79 2131.38 311.22 214.12 111.307 102.117 74.7058 71.2766 51.0518 34.5714 28.1446 26.533 23.6358 19.9571 19.3753 17.2253 17.1037 17.0375 25.0978 16.3431 14.6182 19.8948 16.0663 28.2461 14.3771 12.8618 12.4599 12.4398 12.0917 24.3648 threshold=0.00099748477805400022 0.99894970655441295 2.9517374969145752e-05 0.2688089013099671 1.0000000180025095e-35 0.99997490644454967 1.0000000180025095e-35 1.0000000180025095e-35 0.94052824378013633 1.0372787642154437e-06 0.97252115607261669 0.31281565656565663 1.0000000180025095e-35 0.011652591172605703 0.015218299813568552 0.00017857718921725002 1.0000000180025095e-35 0.92365967365967383 3.5000000000000004 1.0000000180025095e-35 0.88956639566395668 29.500000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 244.50000000000003 401.50000000000006 0.50952467343976793 212.50000000000003 0.98004975124378124 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 10 2 2 2 2 2 2 2 left_child=2 3 9 4 12 16 10 -4 20 -1 19 -6 14 -13 27 -9 -3 26 -19 -5 22 -22 23 -8 -11 -25 -10 -2 -16 -30 right_child=1 5 7 6 11 -7 8 15 17 24 -12 13 -14 -15 28 -17 -18 18 -20 -21 21 -23 -24 25 -26 -27 -28 -29 29 -31 leaf_value=-0.0097850265560925215 -0.0027824199870095569 0.0050042117411369666 -0.0069384567326153199 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667513 108199 72088 135468 36111 103433 18518 564080 17593 42851 29237 33558 28984 67081 16558 7864 1143 10665 10654 806 9848 6810 185941 4234 6721 15633 13351 767 is_linear=0 shrinkage=0.01 Tree=461 num_leaves=31 num_cat=0 split_feature=10 1 10 10 1 6 10 10 5 10 5 1 5 3 5 6 10 1 1 3 2 6 10 4 2 5 5 2 2 1 split_gain=550.246 205.856 103.097 64.9536 210.414 93.4053 75.7884 87.127 89.6386 50.7142 102.842 48.0446 39.8502 63.2958 42.9382 37.9079 34.8691 41.659 42.4775 42.3405 42.3039 30.1305 29.7901 48.2236 28.7554 28.7127 28.5699 28.5487 28.9032 53.1224 threshold=2.6250000000000004 -361.49999999999994 2.6250000000000004 4.3750000000000009 -8.4999999999999982 51.500000000000007 4.995000000000001 5.4450000000000012 1.5000000000000002 5.8550000000000013 2.5000000000000004 -73.499999999999986 5.5000000000000009 0.65465367965367982 3.5000000000000004 154.50000000000003 2.5450000000000004 -64.499999999999986 -62.499999999999993 0.86696165191740426 0.98936170212765973 97.500000000000014 5.2550000000000008 27.500000000000004 0.65858556175923211 2.5000000000000004 1.5000000000000002 0.73368794326241138 0.32444286391654814 -65.499999999999986 decision_type=10 10 8 10 8 2 10 10 10 10 10 8 10 2 10 2 10 10 10 2 2 2 10 8 2 8 10 2 2 10 left_child=1 2 -1 11 5 22 24 -8 -9 -7 15 -2 13 -10 -15 -11 17 19 20 27 -19 -20 23 -5 -6 -13 -25 28 29 -3 right_child=3 16 -4 4 6 9 7 8 12 10 -12 25 -14 14 -16 -17 -18 18 21 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=0.0031214394335984225 -0.0015768163159253696 -0.00025618624044487277 0.0072803705379079374 -0.0034371916793600309 -0.0011748193088293593 -0.0038862114037121294 -0.0079009879941672433 -0.0065824951519329765 -0.00559055495654913 0.0046945466027204811 -0.0075245275796772728 0.00068344992999527765 0.01242866200666083 0.0074472593940633613 -0.0047397097214159157 -0.0014602666643114886 0.0054364579360129707 0.0035609491197804623 0.0010916987668557923 0.0048114524859704938 0.02003387535641207 0.0085524099575809507 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88.8129 84.7271 83.1894 48.1931 42.8065 34.8688 33.1533 33.0972 32.3089 31.5272 54.459 100.5 35.0127 29.9708 29.6927 26.8353 38.0336 26.6823 26.0394 25.5547 68.6278 25.3772 24.2601 threshold=0.00099748477805400022 0.99894970655441295 2.9517374969145752e-05 -1.0000000180025095e-35 0.78322452306747448 5.7950000000000008 0.99998754262924205 3.4350000000000005 -351.49999999999994 4.9450000000000012 0.65440738201141369 1.5000000000000002 1.0372787642154437e-06 0.23123827392120072 5.285000000000001 0.78322452306747448 6.1150000000000011 -57.499999999999993 -56.499999999999993 2.5000000000000004 4.5000000000000009 5.8350000000000009 0.49844720496894418 0.59943502824858774 0.98755538463592529 8.2000000000000011 -252.49999999999997 5.0250000000000012 0.96213569039656011 -63.499999999999993 decision_type=2 2 2 8 2 8 2 10 10 10 2 10 2 2 10 2 8 10 10 10 10 10 2 2 2 8 10 10 2 10 left_child=2 3 12 4 7 9 -3 -2 25 10 -5 13 -1 21 -10 20 24 19 -19 -18 -7 -9 23 -15 -6 -4 27 -24 -21 -30 right_child=1 6 8 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2411.13 2009.43 4204.97 4451.2 2964.9 1479.37 427.358 1906.49 509.534 116.968 392.566 265.686 764.548 2200.35 1490.99 1396.96 569.495 709.361 143.428 110.018 11.9107 internal_count=911180 243667 667513 108199 70357 37842 135468 57349 103433 31639 20587 43560 564080 27381 74471 6203 13008 4560 1056 3504 2441 5177 22204 14992 8448 28962 7212 1414 870 144 is_linear=0 shrinkage=0.01 Tree=463 num_leaves=31 num_cat=0 split_feature=5 2 0 2 2 2 3 2 2 3 3 3 46 2 2 5 0 5 46 46 46 40 5 3 5 2 5 38 2 2 split_gain=116.891 36.9293 33.8729 69.039 65.0492 45.5411 33.3325 22.8378 21.1237 19.0457 25.6299 18.7526 17.8188 29.2894 21.8535 17.3137 17.1073 16.3046 20.7883 15.4981 15.1456 15.1315 14.8246 14.6249 14.5594 14.3301 15.2289 13.097 13.0373 15.4412 threshold=2.5000000000000004 0.25092592592592594 1.0000000180025095e-35 0.040202020202020204 0.49184758529020828 0.5265987549518959 0.76103179753406891 0.74891304347826104 0.58847248576850109 0.68457101658255237 0.65235814296241723 0.27320574162679429 1.0000000180025095e-35 0.98936170212765973 0.80810147299509005 5.5000000000000009 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 0.92890109890109895 5.5000000000000009 0.31601439496176342 3.5000000000000004 1.0000000180025095e-35 0.10022831050228312 0.31158186076218869 decision_type=10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 10 2 2 2 2 10 2 10 2 10 2 2 2 left_child=2 6 3 27 -4 19 24 11 -7 10 15 -5 13 14 -9 22 -8 18 -17 -6 25 23 -3 28 -2 -12 -27 -1 -13 -30 right_child=1 9 4 7 5 8 16 12 -10 -11 20 21 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=0.0015731603986399913 0.00032157892037951982 -0.0025058274062557308 3.620113006106297e-06 -0.0057271893092352769 0.0046044852642588077 -0.0040320083774491641 -0.0029612827220719161 0.0015583959339099799 0.0010677947119024796 -0.0064457931628476772 0.049248020971088761 0.0020379633234966269 -0.00015964500119055992 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8135 35476 88096 4614 23168 6462 41707 17192 25994 19263 57 12090 25124 6255 4668 558 2454 2478 2770 11112 5991 857 35594 22315 3023 696 1231 285 129067 327617 internal_value=0 -0.00213477 0.000248797 -1.14518e-05 0.000927342 0.00225168 -0.000587114 -0.000307298 0.000574828 -0.00317014 -0.00274907 -0.000498125 0.000707645 0.00180859 0.000665498 -0.00325344 -0.00221396 -0.000429359 0.00138775 0.00349468 0.00140402 -0.000461994 -0.00381534 -0.00044592 0.00163085 0.00617437 0.00542343 0.00167174 -0.000382226 -0.000438461 internal_weight=0 2304.63 19181.6 13864.2 5317.45 2184.93 923.776 11791.6 930.142 1380.86 1223.57 9925.46 1866.16 822.312 601.611 1091.07 532.901 181.063 132.484 1254.79 132.503 9857.35 910.008 9840.78 390.875 44.3026 43.5435 2072.55 9579.29 9361.77 internal_count=911180 159433 751747 596915 154832 66736 55319 549799 32456 104114 84851 496560 53239 28115 21860 76876 44161 5806 3328 34280 7975 491946 71070 491089 11158 1984 1927 47116 468774 456684 is_linear=0 shrinkage=0.01 Tree=464 num_leaves=31 num_cat=0 split_feature=6 1 2 1 2 1 2 5 1 2 1 6 6 6 5 0 5 5 1 6 1 1 5 2 2 18 5 2 2 1 split_gain=145.963 75.6801 62.3517 59.1903 53.1049 41.0335 39.0461 38.7404 49.1747 34.9093 32.1617 31.7286 27.0556 26.548 26.0311 24.7844 23.3453 26.9858 64.7374 23.5141 19.7862 19.5048 18.4525 17.8041 27.5847 16.1807 15.4448 15.3952 24.309 15.287 threshold=1.5000000000000002 -122.49999999999999 0.040202020202020204 -252.49999999999997 0.48581488933601619 -268.49999999999994 0.51363749070171105 3.5000000000000004 -38.499999999999993 0.98936170212765973 -8.4999999999999982 176.50000000000003 336.50000000000006 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 6.5000000000000009 -63.499999999999993 26.500000000000004 -77.499999999999986 -242.49999999999997 6.5000000000000009 0.31296641791044782 0.32087118565105982 1.0000000180025095e-35 2.5000000000000004 0.54182569974554717 0.59921259842519692 -238.49999999999997 decision_type=2 8 2 10 2 10 2 10 10 2 10 2 2 2 10 2 10 10 8 2 10 10 10 2 2 2 8 2 2 10 left_child=3 11 20 4 -1 6 25 10 16 13 -4 14 23 22 21 27 -9 18 19 -18 -3 -2 26 -10 -25 -6 -8 -7 -29 -23 right_child=1 2 7 -5 5 15 9 8 12 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 29 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.00063084329083537506 0.00024701487295532916 0.00014001975117222868 -0.00043205870661595838 0.00011421536415944284 0.0042220219159449634 0.020878627509343047 0.0012824922048184021 -0.0059987957237692124 -0.01276101206971177 0.0042519157991193438 -0.00706609176871554 -0.0052209023695150413 0.02527131402951981 -0.0038464965645372967 -0.0031238836063759252 -0.0030970090213964093 0.0023850829455335826 -0.0071693677087159881 0.011296126045388006 -0.0078083771876974921 0.0028936414181135713 -0.0083889444944765593 0.012300844402255824 0.09184735159452892 0.0061847436418172906 -0.013200627533173573 -0.0038641835331120282 -0.0081518770177055905 0.012627577869019526 -0.0018476780727313441 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internal_count=911180 243667 667513 108199 70357 37842 135468 59336 103433 31639 20587 45027 564080 11021 2787 510 74471 6203 28962 19920 7023 14309 8141 6168 11585 578 45 185941 8234 62886 is_linear=0 shrinkage=0.01 Tree=466 num_leaves=31 num_cat=0 split_feature=10 1 10 10 1 10 6 10 5 1 10 5 5 3 5 6 6 2 10 1 1 2 3 5 4 10 2 1 1 6 split_gain=522.297 197.855 100.381 60.9341 175.747 114.988 92.8473 85.5304 87.3797 53.8561 40.9396 98.9215 37.6054 62.1067 41.2648 36.5614 35.6726 34.3441 33.8957 40.3216 41.9468 41.8321 41.4991 33.2946 33.2559 69.0632 39.4445 31.4434 58.3129 29.7637 threshold=2.6250000000000004 -361.49999999999994 2.6250000000000004 3.5650000000000004 -8.4999999999999982 4.995000000000001 51.500000000000007 5.4450000000000012 1.5000000000000002 -13.499999999999998 5.8550000000000013 2.5000000000000004 5.5000000000000009 0.65465367965367982 3.5000000000000004 154.50000000000003 98.500000000000014 0.57719393282773568 2.5450000000000004 -64.499999999999986 -62.499999999999993 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43.3788 42.4445 43.9924 60.7253 40.9079 52.204 71.5896 51.9183 67.7639 36.1776 42.0329 33.9297 33.2221 50.1958 47.298 38.2728 33.1811 32.7256 30.6157 36.3117 30.3342 29.8287 28.8532 28.4953 threshold=2.6250000000000004 1.0000000180025095e-35 2.6250000000000004 4.3750000000000009 1.0000000180025095e-35 6.4450000000000012 1.0000000180025095e-35 2.5000000000000004 9.7700000000000014 5.4850000000000012 1.0000000180025095e-35 4.995000000000001 1.0000000180025095e-35 0.45848997493734339 0.68772163120567387 27.500000000000004 0.50155279503105599 5.3450000000000006 0.61138079827400227 0.63673020527859248 1.5000000000000002 5.3650000000000011 2.5450000000000004 0.48492424242424242 0.65465367965367982 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 0.26344707923655292 4.8650000000000011 decision_type=10 2 8 10 2 10 2 10 10 10 2 10 2 2 2 8 2 10 2 2 10 10 8 2 2 10 10 2 2 10 left_child=1 2 -1 26 5 6 10 8 9 15 11 29 17 14 -14 -6 23 -13 20 -20 -19 -21 -3 -17 -22 -26 -2 -4 -28 -5 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1.0000000180025095e-35 -282.49999999999994 176.50000000000003 -8.4999999999999982 1.0000000180025095e-35 -254.49999999999997 0.37341365461847392 0.95867486338797814 41.500000000000007 -60.499999999999993 -64.499999999999986 0.38480769230769235 0.86391694725028068 -84.499999999999986 42.000000000000007 0.45488466757123475 0.39415279556124627 53.500000000000007 -56.499999999999993 -65.499999999999986 28.500000000000004 1.0000000180025095e-35 0.72245564892623726 decision_type=2 8 10 2 8 2 2 2 10 2 10 2 10 2 2 2 10 10 2 2 10 8 2 2 2 8 10 10 2 2 left_child=2 9 5 10 16 6 7 13 -9 -2 24 -7 -8 -1 -12 -16 17 19 -19 20 -4 -6 23 -10 28 26 29 -27 -3 -26 right_child=1 3 4 -5 21 11 12 8 22 -11 14 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31 leaf_value=0.0016156419510169242 -0.0018786543591225982 -0.00013350400025488902 -0.00069862867074750275 0.0020345244291245994 0.00042016737257757376 0.00079081956996637141 0.0040279142255600555 -0.0047384781269072607 0.015497172643443672 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406 376 362010 168956 77315 91641 193054 44192 is_linear=0 shrinkage=0.01 Tree=469 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 11 1 11 11 6 11 1 1 0 11 11 6 6 6 6 6 11 6 1 7 1 40 11 1 split_gain=5116.35 2066.16 311.649 293.352 169.249 104.425 89.4895 83.9853 60.3233 35.4443 22.4677 20.8324 20.7633 20.6285 20.4998 20.3937 19.3481 19.0667 18.2558 15.5179 14.5962 14.0169 13.405 12.3698 11.8449 11.2807 11.0569 10.3807 10.0284 9.52655 threshold=0.00099748477805400022 0.99894970655441295 2.9517374969145752e-05 -1.0000000180025095e-35 0.8784809708595277 0.99998754262924205 0.3781151175498963 -351.49999999999994 0.049213243648409809 1.0372787642154437e-06 455.50000000000006 0.97252115607261669 -124.49999999999999 -348.49999999999994 1.0000000180025095e-35 0.00017857718921725002 0.015218299813568552 1.0000000180025095e-35 184.50000000000003 202.50000000000003 408.50000000000006 3.5000000000000004 0.98755538463592529 204.50000000000003 -390.49999999999994 1.0000000180025095e-35 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25.4491 25.3895 24.2436 41.7913 21.9882 22.4078 30.1587 threshold=0.00099748477805400022 0.99894970655441295 2.9517374969145752e-05 -1.0000000180025095e-35 0.8784809708595277 0.99998754262924205 5.7950000000000008 3.4350000000000005 -351.49999999999994 4.9450000000000012 0.65440738201141369 1.5000000000000002 1.0372787642154437e-06 6.0450000000000008 -59.499999999999993 -53.499999999999993 2.5000000000000004 5.285000000000001 0.78322452306747448 26.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 107.50000000000001 6.4750000000000005 3.2350000000000008 -380.49999999999994 32.500000000000007 -20.499999999999996 1.0000000180025095e-35 decision_type=2 2 2 8 2 2 8 10 10 10 2 10 2 10 10 10 10 10 2 2 2 2 10 2 8 10 10 2 10 2 left_child=2 3 12 4 7 25 9 -2 24 10 -5 20 -1 -6 16 -16 -15 -10 22 -18 23 -22 -8 -9 -4 -3 -27 28 -19 -30 right_child=1 5 8 6 13 -7 18 11 17 -11 -12 -13 -14 14 15 -17 19 27 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31 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26.523111298680305 53.517700128257275 65.777550101280212 232.76442511891946 158.14823792688549 21.779135249555111 398.50935230962932 353.54046843200922 13.11776024661958 274.34477059170604 48.982887777034193 179.09429778158665 445.64041990786791 94.744240893051028 0.81420823652297158 3.3296263399533927 leaf_count=378139 14309 12897 28228 14630 8234 115548 2343 19116 55861 11052 5957 16642 185941 1597 114 396 500 11071 3762 180 2738 2629 98 3902 734 1735 5288 7214 43 282 internal_value=0 0.00316927 -0.00748146 0.000917409 0.00187676 0.00927277 -0.00183517 0.00119045 -0.00423925 -0.00264269 -0.00184028 0.00200474 -0.00899966 0.0048847 0.00226813 -0.00616829 0.0046309 -0.0029868 0.00274641 -0.00118574 0.00265202 0.000909892 0.000626673 0.00319127 -0.00753531 0.00655511 0.00530004 -0.000227107 -0.00185543 0.0211944 internal_weight=0 14913.3 6336.08 10894 8078.43 4019.3 2815.56 6577.63 2020.72 2393.67 2000.68 4519.78 4315.37 1500.8 365.832 80.0408 285.791 1464.31 421.891 87.5567 3181.66 752.05 263.743 2429.61 556.412 1051.59 624.735 331.653 236.908 4.14383 internal_count=911180 243667 667513 108199 70357 135468 37842 59336 103433 31639 20587 45027 564080 11021 2787 510 2277 74471 6203 680 28385 5367 2441 23018 28962 19920 7023 18610 11396 325 is_linear=0 shrinkage=0.01 Tree=471 num_leaves=31 num_cat=0 split_feature=10 1 10 10 1 10 10 10 1 10 1 1 2 2 10 3 1 3 3 1 3 1 10 10 10 3 10 3 3 10 split_gain=487.257 189.744 97.6267 56.294 196.885 70.5304 83.6874 44.8519 44.3954 33.5074 39.2428 41.3633 41.2319 40.6742 34.0946 28.573 30.9347 27.48 32.0211 56.9884 46.6894 45.2981 27.3689 53.6562 31.3895 38.0234 24.3621 21.4367 21.3183 21.3013 threshold=2.6250000000000004 -361.49999999999994 2.6250000000000004 4.3750000000000009 -8.4999999999999982 4.995000000000001 5.4450000000000012 5.2550000000000008 -73.499999999999986 2.5450000000000004 -64.499999999999986 -62.499999999999993 0.98936170212765973 0.73368794326241138 1.6450000000000002 0.50155279503105599 -88.499999999999986 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1967 1984 1682 504 414 2904 10460 1020 1310 24287 1733 2717 22656 internal_value=0 0.00286152 0.00489143 -0.000809216 -0.00123454 -0.00389843 -0.00544465 -0.000550096 -8.84522e-06 0.000841898 0.000518165 0.00209905 0.00980995 -0.000629434 0.000362411 -0.0013438 -0.00221462 0.00132048 0.000553246 -0.00320195 0.0018521 0.00948266 -0.00183193 0.000178529 -0.00214581 0.00396388 0.000107676 -0.00153183 -0.00379154 -0.00261363 internal_weight=0 4628.3 2308.27 16536.7 10798.4 2207.34 1262.61 8591.03 5738.37 2320.03 2163.07 909.785 64.6256 1253.28 961.754 3893.23 1914.77 763.95 656.515 168.719 487.795 68.8665 944.727 394.424 282.309 64.7912 4697.8 1435.28 154.951 571.524 internal_count=911180 126562 88096 784618 637254 139475 101620 497779 147364 38466 36517 15312 1029 21205 17096 231460 134160 13177 11210 3666 7544 918 37855 15694 12790 2330 266319 46481 27004 46693 is_linear=0 shrinkage=0.01 Tree=472 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 11 1 11 11 2 1 1 11 11 11 11 3 3 2 2 3 2 3 1 1 1 1 2 1 split_gain=4965.56 2029.06 312.111 282.973 164.295 105.814 87.068 82.852 50.3098 35.9996 23.4247 20.7736 20.6637 20.2433 19.1497 19.1187 16.1645 15.0955 14.7794 14.3701 14.1165 14.7871 14.0356 13.3211 12.3154 12.4948 12.4809 14.2691 12.2793 11.8613 threshold=0.00099748477805400022 0.99894970655441295 2.9517374969145752e-05 -1.0000000180025095e-35 0.78322452306747448 0.99998754262924205 0.3781151175498963 -351.49999999999994 0.049213243648409809 1.0372787642154437e-06 0.88478556841388711 -348.49999999999994 -124.49999999999999 0.00017857718921725002 0.015218299813568552 0.98755538463592529 0.97252115607261669 0.50952467343976793 0.94701754385964931 0.54182569974554717 0.49844720496894418 0.62871870397643603 0.5325381140598533 0.28629976580796251 -124.49999999999999 -118.49999999999999 -285.49999999999994 -292.49999999999994 0.48295234405269277 -120.49999999999999 decision_type=2 2 2 8 2 2 2 10 2 2 2 10 10 2 2 2 2 2 2 2 2 2 2 2 10 10 10 10 2 10 left_child=2 3 9 4 8 12 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255.08038670802489 1166.9830665066838 2933.9010741133243 501.02689470350742 647.94292898708954 968.78588024526834 650.51903550792485 99.983626969158649 1125.2262034006417 451.90801206417382 811.77523174043745 978.97650428488851 563.50549343042076 442.0206601396203 173.39944338379428 156.86736687272787 706.97524645738304 307.09553547762334 94.851459507830441 208.15887382812798 2423.4126764833927 3.5774486623704433 780.7019107574597 168.0547164613381 8.1787678021937591 147.83982248604298 3.2298923078924409 leaf_count=378139 9840 13169 28962 5879 6803 115548 3995 44133 4632 54062 1141 131879 6751 30338 12263 5125 5528 5985 1080 9885 4092 1844 1739 13269 61 10421 3116 143 1312 46 internal_value=0 0.00314485 -0.00745831 0.000910432 0.00186109 0.00925551 -0.00182496 -0.00421023 0.00107334 -0.00898733 -5.83092e-05 -0.00789884 0.00652325 -0.00296245 -0.00358104 0.00444382 -0.000417294 -0.00534417 0.00378717 8.01267e-05 0.000497223 0.000155921 -0.00121841 0.00189192 0.000908855 0.00154168 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0.8784809708595277 0.99998754262924205 5.7950000000000008 2.5450000000000004 -351.49999999999994 4.9450000000000012 0.068259380757808671 0.2688089013099671 1.0372787642154437e-06 6.0450000000000008 -59.499999999999993 -53.499999999999993 2.5000000000000004 5.285000000000001 0.78322452306747448 4.5000000000000009 -85.499999999999986 0.59397644927536242 6.4750000000000005 3.2350000000000008 -380.49999999999994 1.5000000000000002 3.4350000000000005 -348.49999999999994 -10.499999999999998 0.96213569039656011 decision_type=2 2 2 8 2 2 8 10 10 10 2 2 2 10 10 10 10 10 2 10 10 2 8 10 10 10 10 10 8 2 left_child=2 3 12 4 7 23 9 20 22 11 25 -5 -1 -6 16 -16 -15 -10 19 -8 21 -2 -4 -3 -25 26 28 -14 -9 -18 right_child=1 5 8 6 13 -7 18 10 17 -11 -12 -13 27 14 15 -17 29 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0097568933046733638 -0.0023974218365509889 0.0083495484139092056 -0.0081580785996730205 -0.0034536263764554584 0.0056602666181357585 0.010221899505350509 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48.870874606538564 178.49164812639356 441.03414623811841 683.44153525307775 1346.9113432718441 1117.4974422620144 3.8456322625279418 10.832861024886368 leaf_count=378139 964 12897 28228 12439 8234 115548 2343 4261 55861 11052 15906 8148 54062 1597 114 396 548 18610 3762 98 4783 421 734 1735 5288 13516 19444 131879 41 132 internal_value=0 0.00312165 -0.00743722 0.000901842 0.00184314 0.00923895 -0.00180891 0.00116841 -0.00418439 -0.00260245 0.00167963 -0.00181388 -0.00897596 0.00481792 0.00220597 -0.00617736 0.00456065 -0.002941 0.00269947 0.000598737 -0.00164537 -0.00476931 -0.00748703 0.00649122 0.00523053 0.000663346 0.00126823 -0.00787986 -0.000769028 -0.00122302 internal_weight=0 14822 6239.53 10875.6 8072.45 3946.47 2803.12 6580.01 2003.72 2383.57 5568.34 1995.46 4235.8 1492.44 363.94 79.8064 284.134 1455.68 419.546 262.982 1011.67 225.171 548.039 1039.81 619.526 2429.47 1746.03 1762.29 399.115 87.3274 internal_count=911180 243667 667513 108199 70357 135468 37842 59336 103433 31639 53168 20587 564080 11021 2787 510 2277 74471 6203 2441 6168 1385 28962 19920 7023 37262 23746 185941 4302 680 is_linear=0 shrinkage=0.01 Tree=474 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 10 10 1 11 11 11 11 10 1 1 10 1 10 10 1 10 1 10 11 10 10 10 1 1 split_gain=4826.62 1996.56 312.466 272.151 159.679 107.262 98.8686 92.7381 81.7531 58.5411 47.2063 43.6207 36.5158 32.3453 70.5466 74.9053 31.7815 27.7393 25.088 24.3901 40.7989 21.1091 20.8498 20.218 18.5136 18.4809 36.7486 23.5794 18.3493 19.1125 threshold=0.00099748477805400022 0.99894970655441295 2.9517374969145752e-05 -1.0000000180025095e-35 0.8784809708595277 0.99998754262924205 2.4350000000000005 2.5450000000000004 -351.49999999999994 0.13270235061645502 0.78322452306747448 0.068259380757808671 1.0372787642154437e-06 6.0450000000000008 -59.499999999999993 -53.499999999999993 5.285000000000001 -85.499999999999986 6.4750000000000005 3.2350000000000008 -380.49999999999994 3.9950000000000006 -348.49999999999994 4.8250000000000011 0.00012842786236425005 5.7250000000000005 4.9450000000000012 4.6750000000000007 -39.499999999999993 -64.499999999999986 decision_type=2 2 2 8 2 2 10 10 10 2 2 2 2 10 10 10 10 10 8 10 10 10 10 10 2 10 10 10 10 10 left_child=2 3 12 4 7 19 10 17 18 21 -5 -9 -1 23 -15 -16 24 -2 -4 -3 -21 -8 -14 -6 -10 26 27 -11 29 -19 right_child=1 5 8 6 13 -7 9 11 16 25 -12 -13 22 14 15 -17 -18 28 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.009752433874813584 -0.0047257104817945731 0.0083284882418850729 -0.0081382528663304175 -0.00032156111143117775 0.0040491421404172502 0.010215012412167011 -0.0034458809641180915 0.00065638003112294865 -0.005470294174860486 -0.0016703165193596879 0.0052991912398383445 0.0024407045797400131 -0.0092995954647635843 0.0045264859213310846 -0.019877482691581384 0.00070757814378589014 -0.0001950835991509423 -0.0014818166763313507 -0.00062688505733759711 0.0011653911692259648 0.0068374183245086496 -0.0067564532987781671 -0.0070322452813427385 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12.7117 12.273 12.2146 23.4786 11.9035 11.9012 11.0068 9.68401 9.6117 8.93611 25.8331 8.91512 9.28922 8.85584 threshold=0.00099748477805400022 0.99894970655441295 2.9517374969145752e-05 0.2688089013099671 0.99998754262924205 0.94052824378013633 1.0372787642154437e-06 0.011652591172605703 0.00014260681928130004 1.0000000180025095e-35 0.84654631083202525 2.5000000000000004 408.50000000000006 1.0000000180025095e-35 0.88944444444444459 497.50000000000006 12.500000000000002 0.99989646673202526 29.500000000000004 0.27320574162679429 0.87439320388349528 0.8185736677115989 37.500000000000007 25.500000000000004 15.500000000000002 309.50000000000006 0.6586800573888093 0.13270235061645502 0.35025773195876292 0.82274865591397861 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 10 2 2 2 2 2 2 left_child=2 3 6 7 17 10 -1 -2 21 13 15 14 -7 16 -12 -5 18 -3 19 -9 -18 -4 -23 -14 -11 -19 -27 -21 -29 -24 right_child=1 4 8 5 -6 12 -8 9 -10 24 11 -13 23 -15 -16 -17 20 25 -20 27 -22 22 29 -25 -26 26 -28 28 -30 -31 leaf_value=-0.0097479524531258327 -0.0012707417319341439 0.0055454248642984654 -0.0060030069684721635 0.0013081120255866053 0.01020814534691201 0.0038418897589385477 -0.007841657711893258 -0.0038462003736552072 -0.003207056008145609 0.0045702991499717701 0.0071383060275860026 0.0051310276555658089 0.0081089453704961591 0.00932297556293675 0.00043501980495163863 -0.0063495520914971862 0.00042234928269890457 0.0080598654681408328 8.811001817420408e-05 -0.0010437363560632494 0.0033619549798639741 -0.0043236335345907808 0.056969726161814845 -0.0070041072204819615 -0.00082981565361013685 0.0080100891120482715 -0.022672333586942685 0.0092044171138710301 0.00091724903731098435 0.0021740420612651242 leaf_weight=2426.746884252876 2026.7446006643586 621.23634782992303 685.52915527578443 2840.0717288404703 2852.9252449739724 1720.0795325040817 1735.7705859143753 265.55631410051137 1184.2741972040385 120.59762515872717 35.085568036884069 245.14733668044209 5.3624518848955658 16.498285066336393 243.28356244042516 23.033706137910485 745.73291614186019 393.41358684934676 1715.952698610723 448.60246427357197 168.9617609353736 89.056070345453918 0.29795673768967645 20.253020379692316 45.357104912400246 10.495611365884541 3.7155046556144944 14.768419893458484 160.76988465152681 29.154563024174422 leaf_count=378139 39805 10137 47270 16654 115548 16248 185941 1765 48202 818 182 1329 29 112 1411 157 9194 9647 13217 4280 1295 5380 30 101 482 106 30 96 1024 2551 internal_value=0 0.00307601 -0.00739495 0.000885011 0.00920679 0.00227831 -0.00895303 -0.000363055 -0.00413313 0.000133772 0.00153044 0.00308327 0.00372917 -5.14511e-06 0.0012799 0.00124651 -4.88619e-05 0.00643013 -0.000404894 -0.00135575 0.000965351 -0.00549716 -0.00257102 -0.00384028 0.00309439 0.00777846 -1.18484e-05 -0.000296122 0.00161447 0.00272838 internal_weight=0 14743.6 6150.83 10861.9 3881.79 5132.32 4162.52 5729.54 1988.31 3702.8 3386.62 523.516 1745.7 3536.84 278.369 2863.11 3520.34 1028.86 2605.65 889.697 914.695 804.038 118.509 25.6155 165.955 407.625 14.2111 624.141 175.538 29.4525 internal_count=911180 243667 667513 108199 135468 36111 564080 72088 103433 32283 19733 2922 16378 30983 1593 16811 30871 19920 20382 7165 10489 55231 7961 130 1300 9783 136 5400 1120 2581 is_linear=0 shrinkage=0.01 Tree=476 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 10 10 11 10 0 2 10 10 10 10 6 2 10 10 18 6 11 2 10 2 11 11 6 10 split_gain=4691.34 1964.4 312.724 185.274 108.667 54.8635 54.114 50.2141 37.0281 35.567 24.9524 25.5405 31.6678 24.6324 24.2915 23.1555 21.6112 29.8412 24.328 20.932 24.0387 33.0985 43.9536 50.3147 20.7609 19.949 18.4184 18.1457 17.75 20.8452 threshold=0.00099748477805400022 0.99894970655441295 2.9517374969145752e-05 0.2688089013099671 0.99998754262924205 0.94052824378013633 5.5250000000000012 4.8750000000000009 1.0372787642154437e-06 3.3950000000000005 1.0000000180025095e-35 0.77442071785552036 5.7950000000000008 3.2350000000000008 4.8650000000000011 5.4450000000000012 142.50000000000003 0.34387500000000004 4.9050000000000011 6.0750000000000011 1.0000000180025095e-35 4.5000000000000009 1.8603117496240887e-05 0.37886762360446574 6.0250000000000012 0.98936170212765973 0.0089773964136838514 0.00017857718921725002 13.500000000000002 5.995000000000001 decision_type=2 2 2 2 2 2 8 10 2 10 2 2 10 10 8 10 2 2 10 10 2 2 2 2 10 2 2 2 2 10 left_child=2 3 8 7 13 9 27 26 -1 -5 11 15 -13 -3 -7 -9 -15 18 -18 -10 -21 -22 -23 -24 -16 -26 -2 -4 -8 -30 right_child=1 4 6 5 -6 14 28 10 19 -11 -12 12 -14 16 24 -17 17 -19 -20 20 21 22 23 -25 25 -27 -28 -29 29 -31 leaf_value=-0.0097434486772866053 -0.002193444971169451 0.0082903934251348007 -0.006268594236597173 9.4711549234538751e-07 0.010201297739373729 0.0022022639948344968 -0.0027754184936695397 0.00065219097059003367 -0.0081880111182266197 0.0022088683225061161 -0.0012701009884649843 0.00089744520315782614 -0.0089843620303100141 0.0056697573629004606 0.0055395557767011 0.0030380291056304148 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6719 7923 8971 42 218 44 20002 212 396 26 22 1873 703 18392 34385 5148 4580 internal_value=0 0.00305306 -0.00737371 0.000876602 0.00919026 0.00225718 -0.00410756 -0.000359537 -0.00894151 0.00151528 0.000799349 0.00133234 -0.00279134 0.00639859 0.0036991 0.00167664 0.00512658 -0.00137367 -0.0135586 -0.00782254 -0.00449787 0.0142801 0.0349352 0.117109 0.00463054 0.00250399 -0.00111601 -0.00510954 -0.00138092 0.00101045 internal_weight=0 14706.5 6107.11 10856.4 3850.05 5128.59 1980.73 5727.84 4126.38 3386.29 2262.22 1798.9 138.622 1023.62 1742.3 1660.28 612.076 47.2024 14.0965 1722.68 170.616 6.55539 3.55311 0.550142 1073.99 321.609 3465.62 1448.46 532.27 196.059 internal_count=911180 243667 667513 108199 135468 36111 103433 72088 564080 19733 36000 30430 1640 19920 16378 28790 7023 304 86 185941 20658 656 444 48 10499 2576 36088 85316 18117 9728 is_linear=0 shrinkage=0.01 Tree=477 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 10 10 1 11 11 11 10 1 1 10 11 10 6 10 1 3 10 10 1 1 3 10 6 1 split_gain=4624.86 1948.65 312.815 267.337 153.226 109.333 97.2482 89.6799 81.5927 56.3795 45.7631 37.2832 31.8201 69.4301 73.2121 31.1193 31.0784 25.088 24.6677 24.6547 40.8369 23.8084 23.454 38.5394 29.9348 34.2105 22.0034 21.4571 21.4034 21.8553 threshold=0.00099748477805400022 0.99894970655441295 2.9517374969145752e-05 -1.0000000180025095e-35 0.8784809708595277 0.99998754262924205 2.4350000000000005 3.4350000000000005 -351.49999999999994 0.13270235061645502 0.78322452306747448 1.0372787642154437e-06 6.0450000000000008 -59.499999999999993 -53.499999999999993 5.285000000000001 0.18897357583045957 6.4750000000000005 158.50000000000003 3.2350000000000008 -380.49999999999994 0.87439320388349528 2.5450000000000004 2.6250000000000004 -89.499999999999986 -125.49999999999999 0.88944444444444459 4.0250000000000012 32.500000000000007 -20.499999999999996 decision_type=2 2 2 8 2 2 10 10 10 2 2 2 10 10 10 10 2 8 2 10 10 2 10 10 10 10 2 10 2 8 left_child=2 3 11 4 7 19 10 21 17 -8 -5 -1 -6 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2800.1662924727425 767.10204861080274 2645.4698742600158 1108.2656127531081 1256.1424295753241 221.42897342890501 1709.7298368320335 281.74304098263383 26.406940102577209 53.043993785977364 230.16799398884177 1882.0943424738944 48.654158018063754 63.017594892531633 176.92815812677145 432.85918905586004 21.567481447011232 95.460883364081383 841.22267353348434 755.22968200221658 56.643693801015615 186.10168714821339 34.368895487859845 94.514578142203391 4.1837224536575368 leaf_count=378139 642 12897 28228 2934 8234 115548 19006 36124 55861 9727 5277 185941 2277 114 396 11071 8903 734 366 1735 5288 140 598 6855 4645 317 1112 532 7214 325 internal_value=0 0.00302993 -0.00735245 0.000868145 0.0017919 0.00917406 -0.00179851 0.00113843 -0.00408217 -0.00284874 0.00151777 -0.00892991 0.00470096 0.00212075 -0.00613546 -0.00284026 0.00192471 -0.00741179 -0.00162124 0.00636804 0.00509449 -0.000594461 -0.000955477 0.00015531 -0.00209889 -0.00610603 0.00261578 0.00322719 -0.000138918 -0.00175904 internal_weight=0 14671 6063.79 10852.6 8060.38 3818.45 2792.21 6581.87 1973.17 2120.63 671.576 4090.62 1478.51 361.194 79.4509 1437.13 4527.56 536.036 1353.53 1018.28 609.787 2054.31 1846.64 936.684 909.957 154.727 207.669 97.3865 328.866 234.352 internal_count=911180 243667 667513 108199 70357 135468 37842 59336 103433 29631 8211 564080 11021 2787 510 74471 45027 28962 10625 19920 7023 14309 13057 7453 5604 959 1252 898 18610 11396 is_linear=0 shrinkage=0.01 Tree=478 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 10 1 10 11 11 11 10 10 1 1 11 11 11 11 10 2 1 6 10 11 6 1 6 2 3 split_gain=4559.47 1933.62 312.975 258.917 200.36 119.298 88.0492 87.8293 67.207 62.374 44.2325 35.6426 34.8616 79.0832 134.977 37.4614 31.4251 30.4926 26.4884 25.4224 30.6587 33.4842 30.1895 25.34 24.1289 23.5896 23.5224 71.1579 23.3515 23.3337 threshold=0.00099748477805400022 0.99977076053619396 2.1584159185294997e-05 -1.0000000180025095e-35 0.8784809708595277 2.4350000000000005 -7.4999999999999991 3.4350000000000005 0.94052824378013633 0.13270235061645502 0.99998754262924205 5.5250000000000012 6.1150000000000011 -59.499999999999993 -53.499999999999993 0.99766892194747936 1.0372787642154437e-06 0.18897357583045957 0.98755538463592529 6.1550000000000011 0.89596861471861489 -63.499999999999993 182.50000000000003 8.2000000000000011 0.00014260681928130004 184.50000000000003 -22.499999999999996 1.0000000180025095e-35 0.98936170212765973 0.87439320388349528 decision_type=2 2 2 8 2 10 8 10 2 2 2 10 10 10 10 2 2 2 2 10 2 8 2 8 2 2 8 2 2 2 left_child=2 3 16 4 7 8 11 29 -5 -7 -3 24 18 19 15 -15 -1 -9 -6 -14 22 -22 -21 -8 -4 28 -13 -28 -11 -2 right_child=1 10 6 5 12 9 23 17 -10 25 -12 26 13 14 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0097343726068091947 -0.00094621260742822457 0.0071764048337814136 -0.0053013121702009036 0.00010235843706975037 0.0045364345122294982 -0.0049843570172339721 -0.0082752378624267407 0.0012125864401213002 0.0068987081168801201 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11814 13823 703 11033 14309 is_linear=0 shrinkage=0.01 Tree=479 num_leaves=31 num_cat=0 split_feature=11 11 11 11 46 10 46 28 10 46 10 11 11 10 11 11 10 10 11 28 38 10 38 10 11 10 5 10 2 10 split_gain=4494.96 1919.08 313.117 232.415 120.068 76.1503 73.5575 67.005 54.1121 46.4198 53.3367 44.6105 33.399 32.1744 31.6453 31.5183 29.2615 27.3828 27.0297 26.399 26.8947 27.1326 22.5368 25.0357 20.1752 20.134 19.7565 19.6415 19.5168 17.3323 threshold=0.00099748477805400022 0.99977076053619396 2.1584159185294997e-05 0.8784809708595277 1.0000000180025095e-35 2.5450000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5.6550000000000011 1.0000000180025095e-35 2.3850000000000002 0.99998754262924205 0.13270235061645502 6.1150000000000011 1.0372787642154437e-06 0.068259380757808671 5.285000000000001 6.0750000000000011 0.98755538463592529 1.0000000180025095e-35 1.0000000180025095e-35 6.4450000000000012 1.0000000180025095e-35 3.2650000000000001 0.00012842786236425005 5.8550000000000013 4.5000000000000009 9.0500000000000025 0.36319073083778969 6.1150000000000011 decision_type=2 2 2 2 2 10 2 2 8 2 10 2 2 10 2 2 10 8 2 2 2 10 2 10 2 10 10 10 2 8 left_child=2 3 14 4 7 -6 17 8 12 10 -5 -3 22 18 -1 -7 24 -4 -11 20 21 29 23 -2 -8 -21 -10 -15 -9 -12 right_child=1 11 6 9 5 15 16 28 26 13 19 -13 -14 27 -16 -17 -18 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0097297995547719861 -0.0023941812070045056 0.0071469165017786921 -0.0075107460485851563 0.0063878940728567682 -0.0015788723339416394 0.00062758604074657231 -0.0054047834901683875 0.0047725237547557855 0.00078110965505788933 0.0042831946715082966 -0.000271600997317547 0.010180865832725636 -0.0015018157901514669 0.0015792943930506903 -0.0078825428460538687 0.0022456203672492621 -0.0002333238062856423 -0.0013320576632091152 0.0074509903195639441 0.0073506833040412889 0.0098710155211373055 0.0059687667524907949 0.0086666546903627923 -0.0056300560431248436 -0.0025765137286696532 -0.011613110244569491 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15.4163 15.2099 18.5034 threshold=1.5000000000000002 -122.49999999999999 0.040202020202020204 0.49844720496894418 0.48492424242424242 -250.49999999999997 -268.49999999999994 0.98936170212765973 176.50000000000003 1.0000000180025095e-35 -8.4999999999999982 -26.499999999999996 1.0000000180025095e-35 0.54182569974554717 1.0000000180025095e-35 0.51363749070171105 -39.499999999999993 -77.499999999999986 0.59921259842519692 0.31281565656565663 -64.499999999999986 -60.499999999999993 0.24165739710789766 0.37341365461847392 0.90940656565656586 -61.499999999999993 0.41476388168137007 0.81866537717601562 0.64326765188834167 0.78596059113300509 decision_type=2 8 2 2 2 10 10 2 2 2 10 8 2 2 2 2 10 10 2 2 10 10 2 2 2 10 2 2 2 2 left_child=3 8 17 9 5 6 7 12 -2 16 28 14 22 -8 -6 -16 26 -3 -15 -20 -7 24 27 -24 -22 -26 -1 -5 -4 -30 right_child=1 2 10 4 11 20 13 -9 -10 -11 -12 -13 -14 18 15 -17 -18 -19 19 -21 21 -23 23 -25 25 -27 -28 -29 29 -31 leaf_value=0.00043029200581554822 -0.001752221345791484 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77.8467 5302.55 76.8038 6527.32 1251.81 internal_count=911180 591992 397667 319188 138034 89813 49998 48731 194325 181154 370798 48221 37470 1267 17238 8837 180423 26869 1198 981 39815 15761 33001 30234 2471 1375 162405 2767 354101 52575 is_linear=0 shrinkage=0.01 Tree=481 num_leaves=31 num_cat=0 split_feature=5 3 3 4 3 3 18 5 5 3 5 3 3 3 28 18 3 3 3 4 3 46 8 46 3 3 3 3 3 3 split_gain=100.044 24.9091 96.1388 48.9933 37.1273 32.4842 23.5892 23.5287 20.8759 19.7528 19.1184 25.2887 21.876 26.5151 21.1137 18.4209 16.5859 25.9746 16.3076 21.5221 17.1516 26.3934 15.0412 13.9853 18.4309 14.1318 13.7604 13.7315 13.5988 25.5669 threshold=2.5000000000000004 0.50155279503105599 0.49341991341991348 27.500000000000004 0.9566262541806021 0.16749174917491746 1.0000000180025095e-35 5.5000000000000009 12.500000000000002 0.28015151515151521 3.5000000000000004 0.73703419131771042 0.88944444444444459 0.87577160493827166 1.0000000180025095e-35 1.0000000180025095e-35 0.67806351061757264 0.68703358208955234 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split_gain=421.854 132.728 76.7725 46.5428 90.8473 80.2438 39.7325 40.3491 44.1816 69.808 38.9728 37.6121 52.3889 33.1629 32.6297 33.1496 32.3262 47.5067 47.2179 37.4294 28.2215 31.408 28.2016 27.0422 28.1353 25.5818 52.3025 28.2107 32.4254 25.3706 threshold=2.6250000000000004 1.0000000180025095e-35 2.6250000000000004 4.3750000000000009 1.0000000180025095e-35 6.4450000000000012 1.0000000180025095e-35 1.0000000180025095e-35 4.995000000000001 1.0000000180025095e-35 2.5000000000000004 5.4450000000000012 9.7700000000000014 5.3450000000000006 2.5450000000000004 2.0250000000000004 0.61138079827400227 0.63673020527859248 1.5000000000000002 5.3650000000000011 0.34556677890011228 0.31158186076218869 1.0000000180025095e-35 2.5000000000000004 0.26344707923655292 4.8650000000000011 4.8950000000000005 4.9850000000000012 0.2573593073593074 1.0000000180025095e-35 decision_type=10 2 8 10 2 10 2 2 10 2 10 10 10 10 10 10 2 2 10 10 2 2 2 10 2 10 10 10 2 2 left_child=1 2 -1 23 5 6 7 8 25 13 11 -6 -13 -10 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2.4350000000000005 -7.4999999999999991 3.4350000000000005 0.94052824378013633 0.13270235061645502 0.99998754262924205 5.5250000000000012 6.1150000000000011 -59.499999999999993 -53.499999999999993 0.99766892194747936 1.0372787642154437e-06 0.18897357583045957 0.98755538463592529 6.1550000000000011 0.89596861471861489 -63.499999999999993 8.2000000000000011 0.00014260681928130004 -22.499999999999996 -13.499999999999998 -17.499999999999996 3.9950000000000006 0.98936170212765973 5.5050000000000008 decision_type=2 2 2 8 2 10 8 10 2 2 2 10 10 10 10 2 2 2 2 10 2 8 8 2 8 10 10 10 2 10 left_child=2 3 16 4 7 8 11 -2 -5 27 -3 23 18 19 15 -15 -1 -9 -6 -14 -21 -22 -8 -4 -13 26 -26 -7 29 -11 right_child=1 10 6 5 12 9 22 17 -10 28 -12 24 13 14 -16 -17 -18 -19 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0097244906702393004 -0.00059400700584181013 0.0071151580939186367 -0.0052465723019154888 4.650300167053586e-05 0.0044691444653624079 -0.003310906889749663 -0.0082360292534294759 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10248 3301 2181 308 30179 72384 13823 703 51 19006 11814 11191 is_linear=0 shrinkage=0.01 Tree=484 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 11 11 6 11 3 4 11 6 11 11 5 6 3 11 3 1 4 3 4 6 5 1 5 split_gain=4354.66 1930.59 253.357 252.892 201.189 104.493 88.095 59.8918 45.3633 28.9643 27.131 26.4893 50.3314 25.2194 27.698 24.3217 20.9042 20.9425 21.236 20.7722 18.3246 18.2156 18.2023 16.3414 15.4245 13.9814 13.7337 14.6084 13.4897 13.3013 threshold=0.0006371206545736001 0.99977076053619396 9.6955882327165472e-06 -1.0000000180025095e-35 0.8784809708595277 0.51461192965507518 -7.4999999999999991 0.020015737973153553 0.99998754262924205 455.50000000000006 0.00014260681928130004 0.31281565656565663 27.500000000000004 0.015218299813568552 158.50000000000003 0.97252115607261669 0.98755538463592529 3.5000000000000004 1.5000000000000002 0.98004975124378124 8.8294510192099562e-07 0.31838294448913923 -63.499999999999993 18.500000000000004 0.50952467343976793 42.000000000000007 1.5000000000000002 4.5000000000000009 -50.499999999999993 1.5000000000000002 decision_type=2 2 2 8 2 2 8 2 2 2 2 2 8 2 2 2 2 10 2 2 2 2 10 8 2 8 2 10 10 10 left_child=2 3 20 4 7 13 10 25 -3 16 -4 12 -9 24 -15 23 -6 -18 -19 -16 -1 -13 -20 -7 -5 -2 -14 28 -28 -23 right_child=1 8 6 5 9 15 -8 11 -10 -11 -12 21 26 14 19 -17 17 18 22 -21 -22 29 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0097564773289472925 -0.00031318571892309988 0.0070856433034198552 -0.0047471381276497403 -0.0038067772467765748 0.0039634937911484673 0.0063652044466783646 -0.0080649282923220787 -0.0041715608535260835 0.010167309106428921 -0.0061419298986215955 -0.002095902787097711 0.011563598141466194 0.00053768217002150625 -0.002933501909067892 0.0020592388416526401 0.0018606608241936119 0.0067149461172433169 0.0065189788587121447 -0.0093187085237995664 0.023768882697762481 -0.0082313927252571587 0.0025160729131162274 0.0052463554892246654 -0.0010878392147244248 -0.0074850958176560824 0.034274580765639065 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32.6655 45.2812 32.1644 31.8748 30.364 threshold=2.6250000000000004 -361.49999999999994 2.6250000000000004 -122.49999999999999 3.2650000000000001 -252.49999999999997 5.1350000000000007 1.5000000000000002 4.9450000000000012 5.3350000000000009 -129.49999999999997 142.50000000000003 4.995000000000001 17.500000000000004 0.019324122479462254 -364.49999999999994 2.5450000000000004 -64.499999999999986 -62.499999999999993 0.98936170212765973 0.73368794326241138 20.500000000000004 5.2150000000000007 9.1600000000000019 107.50000000000001 5.3650000000000011 1.5000000000000002 24.500000000000004 1.6450000000000002 97.500000000000014 decision_type=10 10 8 10 10 8 10 2 10 10 8 2 10 2 2 10 10 10 10 2 2 8 10 10 2 10 2 2 10 2 left_child=1 2 -1 4 15 6 -6 -8 -7 10 -10 25 13 -12 -13 -2 17 20 19 -19 28 22 -5 -24 -23 26 -11 -15 -3 -20 right_child=3 16 -4 21 5 8 7 -9 9 11 12 14 -14 27 -16 -17 -18 18 29 -21 -22 24 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0027781796944425954 0.0018885319794286484 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154.28957814630121 38.358813795261085 760.14737726002932 24.144952893257141 282.01383464410901 5549.4885252299719 771.73285360611044 71.366063955472782 781.35364064830355 1197.9790197394323 26.880752488272265 23.037015019450337 191.55846164003015 55.262996383011341 leaf_count=34245 25830 13177 53851 25225 51298 79772 11439 57683 29170 2026 4076 187 49814 1260 20701 5191 1949 659 13398 370 4109 212594 37536 20729 64567 80595 2677 2248 3919 885 internal_value=0 0.0026675 0.00465257 -0.000745073 -0.00126345 -0.00180886 -0.000327148 0.00116327 -0.00241105 -0.00336151 -0.00536125 -0.00186243 -0.00712104 -0.00244093 -0.00770231 0.00125891 0.00075801 0.000427441 0.00198457 0.00979971 -0.000702562 -0.000174602 -0.00166396 -3.84375e-05 0.000118231 -0.00124728 0.0038697 0.00381381 0.000282373 0.00138551 internal_weight=0 4398.55 2156.6 15912.5 8336.89 6854.69 1980.79 1177.95 4873.9 2537.13 1087.04 1450.09 694.785 143.194 138.189 1482.2 2241.95 2087.66 877.914 62.5038 1209.75 7575.59 1244.75 843.099 6330.84 1311.9 113.922 64.5896 927.736 815.41 internal_count=911180 126562 88096 784618 423967 392946 120420 69122 272526 192754 86568 106186 57398 7584 20888 31021 38466 36517 15312 1029 21205 360651 83490 58265 277161 85298 4703 3508 17096 14283 is_linear=0 shrinkage=0.01 Tree=486 num_leaves=31 num_cat=0 split_feature=11 11 11 11 46 46 10 28 10 46 10 11 10 11 28 11 11 10 38 10 2 10 38 11 10 10 2 10 11 2 split_gain=4285.94 1911.76 253.734 234.82 118.515 68.8207 65.759 61.7862 47.5292 45.8591 54.3004 45.7347 34.9433 32.4421 31.9295 30.897 26.6475 33.7079 26.0842 26.5656 26.8681 23.119 23.0399 22.0432 21.6115 19.2327 19.2145 24.9901 18.4884 18.2477 threshold=0.0006371206545736001 0.99977076053619396 9.6955882327165472e-06 0.78322452306747448 1.0000000180025095e-35 1.0000000180025095e-35 2.5450000000000004 1.0000000180025095e-35 5.6550000000000011 1.0000000180025095e-35 2.3850000000000002 0.99998754262924205 5.3550000000000013 0.011652591172605703 1.0000000180025095e-35 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16342 559 20254 4818 2650 245 1125 77 2634 79 21751 68 95 3111 479 149650 1697 internal_value=0 0.00281709 -0.00748748 0.000905924 2.21956e-05 -0.00481956 0.000834883 -0.00173126 -0.00234553 0.00321713 0.00184914 0.00960667 -0.0034862 -0.00299463 0.000888653 0.00132236 0.0042713 0.00582521 0.000316886 1.98327e-05 -0.000786223 -0.00719587 -0.0022935 -0.00431689 0.0058723 0.00625943 0.00065649 0.000364852 -0.00919819 0.000881691 internal_weight=0 14733 5559.41 11496.8 8316.76 2172.04 5682.88 2633.88 2268.92 3180.06 1384.02 3236.19 1391.35 1888.99 1120.54 4714.68 1796.03 683.561 1005.21 972.153 785.411 780.691 1468.62 1091.46 115.327 30.8344 488.305 477.974 3387.37 379.937 internal_count=911180 253255 657925 124416 94815 143070 56172 38643 34533 29601 15236 128839 91504 30748 7746 49972 14365 7468 7119 6874 5749 51566 16516 69957 627 174 3667 3590 514855 3785 is_linear=0 shrinkage=0.01 Tree=487 num_leaves=31 num_cat=0 split_feature=11 11 11 11 46 46 10 28 10 11 46 10 10 4 3 11 28 11 11 10 38 10 2 4 10 11 10 10 2 10 split_gain=4226.02 1896.75 254.106 230.752 116.244 68.4417 64.4364 60.6414 46.699 46.1097 45.1498 53.6403 34.5181 32.3105 49.13 32.1433 31.3804 30.6359 26.4312 33.4084 25.7115 26.051 26.3173 23.7493 23.0457 21.8799 21.2351 18.9151 18.8431 24.5254 threshold=0.0006371206545736001 0.99977076053619396 9.6955882327165472e-06 0.78322452306747448 1.0000000180025095e-35 1.0000000180025095e-35 2.5450000000000004 1.0000000180025095e-35 5.6550000000000011 0.99998754262924205 1.0000000180025095e-35 2.3850000000000002 5.3550000000000013 19.500000000000004 0.19929078014184398 0.011652591172605703 1.0000000180025095e-35 0.011652591172605703 0.98755538463592529 6.1150000000000011 1.0000000180025095e-35 5.3550000000000013 0.33460559796437661 23.500000000000004 6.0750000000000011 0.00012842786236425005 5.7750000000000012 3.6650000000000005 0.35310102301790286 4.9450000000000012 decision_type=2 2 2 2 2 2 10 2 8 2 2 10 10 8 2 2 2 2 2 10 2 10 2 10 8 2 10 10 2 10 left_child=2 3 -1 4 7 24 -6 8 15 -3 11 -5 25 14 -8 -2 20 27 -12 -20 21 22 -13 -17 -4 -7 -18 -15 -24 -30 right_child=1 9 5 10 6 12 13 -9 -10 -11 18 16 -14 17 -16 23 26 -19 19 -21 -22 -23 28 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0091888140189660891 -0.0054151786865213611 0.0070248997252273238 -0.0077767445856921366 0.0059058496680284792 -0.0015240766412718092 -0.0056311383301137184 -0.0072193873625534264 0.002064580769492807 0.00087313201508641973 0.010153646512935953 0.0032882366342760557 -0.0031240279579956695 -0.00045842104548124283 -0.0019308536185140876 0.00047727651364849586 0.0025935264732812329 0.0072974532953771201 0.0021181913505955484 0.007317193740044377 0.0025760220434658723 0.0090111211886732684 0.0033779914564541127 0.014015695164583175 -0.0026056218481401551 -0.002254304429794257 -0.0027890003226764188 -0.006724870060999073 0.00098574129516629922 0.0013043238388373297 -0.0050836250778043025 leaf_weight=3357.0720257598441 418.39900980470702 573.58615642506629 690.58437374373898 262.09497348312289 967.82913068309426 574.57201467524283 102.93568183016032 365.33822321053594 379.82631681067869 2634.5312666231766 1110.8209954425693 297.27395226061344 299.75586855481379 306.84546791762114 426.85519616864622 93.864608490839601 102.99563105404377 3072.392542116344 461.58290595188737 219.20196161419153 32.878587730228901 186.62649060413241 10.325289882719515 1373.2091685896739 84.850912204012275 512.44418898224831 12.06483271718025 807.5957203861326 407.17813355103135 70.510315403342247 leaf_count=514855 14232 13291 48932 7490 6200 48206 804 4110 3785 115548 6897 2082 21547 5265 4851 1083 559 19474 4818 2650 245 1125 77 15433 2634 21751 68 19578 3111 479 internal_value=0 0.0027959 -0.00746681 0.000897511 2.19663e-05 -0.0047932 0.000826301 -0.00171609 -0.00232583 0.00959425 0.00319154 0.00183345 -0.0034628 0.00130859 -0.00101815 -0.00297025 0.000880325 0.00160301 0.0042391 0.00579061 0.000313859 1.96425e-05 -0.000778481 -0.00227298 -0.00717246 -0.00429129 0.00582712 0.000182699 0.00065031 0.000361416 internal_weight=0 14696.8 5519.28 11488.6 8315.09 2162.21 5684.45 2630.64 2265.3 3208.12 3173.55 1381.95 1386.77 4716.62 529.791 1885.47 1119.85 4186.83 1791.61 680.785 1004.79 971.914 785.288 1467.07 775.435 1087.02 115.06 1114.44 488.014 477.688 internal_count=911180 253255 657925 124416 94815 143070 56172 38643 34533 128839 29601 15236 91504 49972 5655 30748 7746 44317 14365 7468 7119 6874 5749 16516 51566 69957 627 24843 3667 3590 is_linear=0 shrinkage=0.01 Tree=488 num_leaves=31 num_cat=0 split_feature=11 11 11 11 46 46 10 28 11 10 46 10 10 11 4 6 28 11 11 10 38 10 6 6 4 10 11 10 10 10 split_gain=4166.86 1881.83 254.46 226.755 114.009 68.0607 63.139 59.5134 46.4839 45.8842 44.4503 52.9857 34.0964 31.8473 31.6478 34.7318 30.8407 29.9925 26.2145 33.1104 25.3439 25.5463 25.28 25.4272 23.3001 22.9713 21.7163 20.8655 19.4718 22.6202 threshold=0.0006371206545736001 0.99977076053619396 9.6955882327165472e-06 0.78322452306747448 1.0000000180025095e-35 1.0000000180025095e-35 2.5450000000000004 1.0000000180025095e-35 0.99998754262924205 5.6550000000000011 1.0000000180025095e-35 2.3850000000000002 5.3550000000000013 0.011652591172605703 19.500000000000004 16.500000000000004 1.0000000180025095e-35 0.011652591172605703 0.98755538463592529 6.1150000000000011 1.0000000180025095e-35 5.3550000000000013 9.5000000000000018 10.500000000000002 23.500000000000004 6.0750000000000011 0.00012842786236425005 5.7750000000000012 4.9050000000000011 4.8650000000000011 decision_type=2 2 2 2 2 2 10 2 2 8 2 10 10 2 8 2 2 2 2 10 2 10 2 2 10 8 2 10 10 10 left_child=2 3 -1 4 7 25 22 9 -3 13 11 -5 26 -2 15 -8 20 -16 -12 -20 21 28 -6 -24 -15 -4 -7 -18 29 -13 right_child=1 8 5 10 6 12 14 -9 -10 -11 18 16 -14 24 17 -17 27 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0091793471452714121 -0.0053862399484525605 0.0069953637903944878 -0.0077560034102422525 0.0058777972077575817 -0.002366676716732356 -0.0056051967336156255 -0.0029325825028892493 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1371.6424948833883 84.697536232881248 511.1412769658491 12.095581926405428 149.86891407892108 26.56078689545393 leaf_count=514855 14232 13291 48932 7490 4542 48206 3457 4110 115548 3785 6897 4616 21547 1083 24843 2198 559 19474 4818 2650 245 1125 70 1588 15433 2634 21751 68 998 135 internal_value=0 0.00277476 -0.00744604 0.000889145 2.17355e-05 -0.00476687 0.000817787 -0.00170094 0.0095818 -0.00230609 0.00316612 0.00181786 -0.00343949 -0.00294592 0.00129493 -0.00100832 0.000872074 0.00158612 0.0042071 0.00575612 0.000310861 1.94541e-05 -0.00150942 0.0015387 -0.00225251 -0.00714898 -0.00426574 0.00578229 -0.000770815 -5.94e-06 internal_weight=0 14661.1 5479.55 11480.8 8313.73 2152.47 5686.15 2627.58 3180.3 2261.87 3167.1 1379.89 1382.24 1882.06 4718.69 529.613 1119.17 4189.08 1787.21 678.031 1004.38 971.677 967.458 212.364 1465.61 770.23 1082.62 114.795 785.165 635.296 internal_count=911180 253255 657925 124416 94815 143070 56172 38643 128839 34533 29601 15236 91504 30748 49972 5655 7746 44317 14365 7468 7119 6874 6200 1658 16516 51566 69957 627 5749 4751 is_linear=0 shrinkage=0.01 Tree=489 num_leaves=31 num_cat=0 split_feature=10 46 10 5 10 46 6 18 10 10 38 28 3 10 10 6 3 10 6 10 10 3 6 5 18 4 10 10 3 6 split_gain=376.985 122.353 71.5673 41.6136 36.4541 110.774 51.4326 46.4253 59.8867 50.8707 52.9186 58.2871 44.7569 37.4586 43.4538 42.0676 34.7218 34.2747 44.1493 31.7514 31.5203 31.4506 30.475 29.0153 27.3997 27.1888 26.2333 26.1632 33.363 42.0329 threshold=2.6250000000000004 1.0000000180025095e-35 2.6250000000000004 2.5000000000000004 4.3750000000000009 1.0000000180025095e-35 164.50000000000003 1.0000000180025095e-35 5.0450000000000008 4.995000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.50155279503105599 9.7700000000000014 5.4850000000000012 8.5000000000000018 0.37341365461847392 5.3050000000000006 24.500000000000004 2.5450000000000004 2.0250000000000004 0.31281565656565663 35.500000000000007 1.5000000000000002 1.0000000180025095e-35 27.500000000000004 8.2700000000000014 5.3650000000000011 0.15074051531750862 83.500000000000014 decision_type=10 2 8 10 10 2 2 2 10 10 2 2 2 10 10 2 2 10 2 10 10 2 2 10 2 8 10 10 2 2 left_child=1 2 -1 4 -2 7 13 9 -9 -6 11 26 21 14 15 25 -16 -5 -19 20 -3 -10 23 -13 -4 -7 -11 28 29 -20 right_child=3 19 24 17 5 6 -8 8 12 10 -12 22 -14 -15 16 -17 -18 18 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0025713910235964986 0.00012837197004189098 0.001014331207451317 0.0063634060077436341 -0.003604532171715062 -0.0014338985306477793 -0.0019356488581510965 -0.003384335173313074 -0.0073466949909699597 0.0015878256922809417 -0.0064678053789243885 0.0038490643976189943 0.0017590399015979983 -0.002287375599788088 -0.0060110276109849618 -0.00063475126643702709 -0.0023600803750334636 0.0022866061184155513 0.00055924063246856723 -0.011597262474161815 0.0053890642346244178 -0.00278554384352689 0.0099663629853393616 -0.0069548135550813817 -0.0087083199358394085 -0.0061629292723817154 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0.000689436 -0.00316169 -0.00445154 -0.00493934 0.00274366 9.82121e-05 0.000210484 -0.0004659 0.00140846 -0.00208917 -0.000933878 0.000859195 0.000522338 0.00582277 -0.00122908 0.000459136 0.00614918 0.000182057 -0.00621199 -0.00359562 0.00542723 0.0729694 internal_weight=0 4330.33 2249.52 15735.8 13778 8566.46 5921.05 2645.41 362.774 2282.63 1306.95 1234.41 288.919 5461.27 5362.72 3427.53 1935.19 1957.79 1110.87 2080.81 1936.78 179.228 315.271 243.482 1038.81 2553.9 919.138 399.21 29.7425 0.713781 internal_count=911180 126562 90820 784618 629596 494287 331159 163128 20845 142283 98162 95558 14367 282923 259465 181581 77884 155022 90264 35742 33915 5616 23904 13917 55401 101775 71654 57914 3130 52 is_linear=0 shrinkage=0.01 Tree=490 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 10 1 10 11 11 11 10 5 10 1 1 5 11 0 4 11 11 5 10 10 1 4 0 1 10 split_gain=4101.1 1864.53 254.736 237.675 190.147 104.393 86.7803 85.8183 64.8026 64.105 46.8474 46.2191 42.6002 32.8483 77.0009 128.746 49.9233 32.6274 29.6373 40.6804 25.3934 24.8917 21.5986 34.6181 26.9443 20.6502 51.7837 20.4351 20.2405 32.6582 threshold=0.0006371206545736001 0.99977076053619396 9.6955882327165472e-06 -1.0000000180025095e-35 0.8784809708595277 2.4350000000000005 -7.4999999999999991 3.5050000000000003 0.13270235061645502 0.94052824378013633 0.99998754262924205 5.5250000000000012 1.5000000000000002 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 0.99766892194747936 1.0000000180025095e-35 28.500000000000004 0.98755538463592529 7.0975467679090811e-05 5.5000000000000009 5.955000000000001 3.9950000000000006 -22.499999999999996 29.500000000000004 1.0000000180025095e-35 -89.499999999999986 3.3550000000000004 decision_type=2 2 2 8 2 10 8 10 2 2 2 10 10 10 10 10 10 2 2 8 2 2 10 10 10 8 8 2 10 8 left_child=2 3 -1 4 7 9 11 28 22 27 -3 21 18 20 16 17 -15 -16 -9 -20 -6 -4 24 -24 -7 -13 -27 -5 29 -2 right_child=1 10 6 5 13 8 -8 12 -10 -11 -12 25 -14 14 15 -17 -18 -19 19 -21 -22 -23 23 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1370.6830449271947 234.51571474224329 22.708945930004123 70.09389041736722 97.276595441624522 6.5842683017253867 155.08372063469142 593.0759332543239 535.35435980558395 766.36584397172555 8.7785740494728071 3.8901443369686595 371.9545965557918 5.7142756627872577 1.7417706849519161 178.09616998024285 1746.5368682499975 155.84650665521622 leaf_count=514855 2618 13291 48589 2475 4801 4661 38043 25482 11814 6504 115548 16752 18638 2378 97 583 923 37 1297 4432 5447 38585 282 31 16300 919 182 1524 13015 1077 internal_value=0 0.00275194 -0.00742273 0.000880519 0.00173028 -0.00155853 -0.00473807 0.000983374 -0.00261977 0.00176143 0.00956877 -0.00349059 0.00176399 0.00472375 0.00233963 -0.00538161 0.0046525 -0.0229875 0.00239284 0.000649177 0.00553505 -0.00427892 -0.00492901 0.00802277 -0.00514052 0.000298434 0.0167061 -4.85565e-05 -0.000631859 -0.00247141 internal_weight=0 14615.6 5434.52 11467.4 8504.47 2962.96 2141.58 6806.23 2245.25 717.708 3148.14 1547.33 4588.62 1698.24 431.179 99.3871 331.792 29.2932 3217.94 748.16 1267.06 1280.84 788.466 12.6687 775.798 266.49 7.45605 525.108 2217.61 471.072 internal_count=911180 253255 657925 124416 80825 43591 143070 66559 33088 10503 128839 105027 49849 14266 4018 717 3301 134 31211 5729 10248 87174 21274 313 20961 17853 1101 3999 16710 3695 is_linear=0 shrinkage=0.01 Tree=491 num_leaves=31 num_cat=0 split_feature=11 11 11 11 10 10 11 11 10 6 3 11 18 3 11 6 10 18 11 11 10 3 11 0 5 11 6 10 11 18 split_gain=4043.48 1849.78 255.084 219.827 63.1742 61.8965 47.2199 37.3383 36.56 41.948 29.3687 26.2724 23.5186 41.1465 22.694 21.6757 25.5579 21.2281 24.3274 41.9236 20.8608 21.5468 19.2179 19.0588 18.1016 16.7303 16.4718 27.7569 22.336 16.415 threshold=0.0006371206545736001 0.99977076053619396 9.6955882327165472e-06 0.78322452306747448 5.5250000000000012 4.8650000000000011 0.99998754262924205 0.0089773964136838514 4.8650000000000011 401.50000000000006 0.27320574162679429 0.0043998162727802515 1.0000000180025095e-35 0.66781609195402314 7.0975467679090811e-05 13.500000000000002 5.995000000000001 1.0000000180025095e-35 2.7249308004684284e-05 1.8603117496240887e-05 6.1150000000000011 0.38119783996072654 8.8294510192099562e-07 1.0000000180025095e-35 2.5000000000000004 0.99473056197166454 1.0000000180025095e-35 5.8750000000000009 0.068259380757808671 1.0000000180025095e-35 decision_type=2 2 2 2 8 10 2 2 8 2 2 2 2 2 2 2 10 2 2 2 10 2 2 2 10 2 2 10 2 2 left_child=2 3 22 5 14 7 -3 -2 24 20 -7 -12 -13 23 -4 -6 -17 -18 19 -19 -10 25 -1 26 -5 -22 28 -28 -14 -9 right_child=1 6 4 8 15 10 -8 29 9 -11 11 12 13 -15 -16 16 17 18 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0097347868317684411 -0.0021993364328222703 0.0069353521913078711 -0.0070618475679487397 0.00208155557595567 -0.0034003956847214311 -0.00052946266044485383 0.010133547383799299 -0.00011119678590643757 0.0048351068998820227 -0.0078058370437083628 -0.00073020024307074471 0.0018086240665773545 0.036598389589479446 -0.0032258338432245384 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8472 115548 25169 14222 147 15668 22155 61 270 50515 7439 6860 69 212 30 698 1989 149650 42 392 1702 229 142 110 405 internal_value=0 0.00273091 -0.00740169 0.000872251 -0.00471165 1.91219e-05 0.00955625 -0.000700723 0.00312061 0.00400725 0.0010541 0.00159828 0.00204313 0.00675259 -0.00573127 -0.00180569 0.00064872 0.00428785 0.025591 0.068604 0.00419625 0.0024305 -0.00915911 0.0108349 0.0018126 -5.10553e-05 0.0122097 0.00780764 0.0178007 -0.000192248 internal_weight=0 14581.3 5395.69 11460.4 2132.12 8308.01 3120.88 4899.98 3152.44 1878.84 3408.03 2536.4 2129.56 101.01 1578.33 553.79 218.106 102.39 4.47324 1.0162 1849.26 491.309 3263.57 71.6834 1273.59 204.358 66.9255 37.4438 29.4817 3658.62 internal_count=911180 253255 657925 124416 143070 94815 128839 47666 29601 18758 47149 38677 23009 854 117070 26000 14610 7171 311 99 18611 4389 514855 584 10843 2400 542 371 171 25574 is_linear=0 shrinkage=0.01 Tree=492 num_leaves=31 num_cat=0 split_feature=6 2 2 3 5 1 1 1 1 2 3 1 1 2 2 38 6 5 6 6 2 1 2 1 5 1 3 3 1 1 split_gain=94.4271 59.9523 45.3752 56.7081 44.7334 50.3315 36.0284 30.2137 30.6691 29.836 31.3715 26.4964 34.9565 30.8077 26.3323 25.9244 24.1216 23.773 23.7156 23.0194 22.8288 21.486 27.0372 19.9263 26.7245 19.7197 20.6901 19.8348 19.3785 22.061 threshold=1.5000000000000002 0.051836094939543158 0.48581488933601619 0.48492424242424242 3.5000000000000004 -38.499999999999993 -122.49999999999999 -125.49999999999999 -189.49999999999997 0.066767983789260368 0.87439320388349528 -250.49999999999997 -268.49999999999994 0.98936170212765973 0.045804195804195758 1.0000000180025095e-35 336.50000000000006 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.54182569974554717 -19.499999999999996 0.78596059113300509 -356.49999999999994 1.5000000000000002 -252.49999999999997 0.68199436222692045 0.67806351061757264 -63.499999999999993 -65.499999999999986 decision_type=2 2 2 2 10 10 8 10 10 2 2 10 10 2 2 2 2 10 2 2 2 10 2 10 8 10 2 2 8 10 left_child=2 7 15 11 6 -6 17 8 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1.0000000180025095e-35 1.0000000180025095e-35 28.500000000000004 6.5000000000000009 396.50000000000006 1.0000000180025095e-35 53.500000000000007 28.500000000000004 15.500000000000002 79.500000000000014 29.500000000000004 37.500000000000007 1.0000000180025095e-35 16.500000000000004 58.500000000000007 6.5000000000000009 29.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 267.50000000000006 23.500000000000004 1.0000000180025095e-35 decision_type=2 2 8 2 8 10 2 2 10 2 2 2 2 10 10 2 10 2 2 2 2 8 10 2 2 2 2 2 8 2 left_child=1 7 -3 4 6 -4 10 21 9 -8 11 12 16 14 -14 -16 17 -2 19 -18 -15 -1 28 24 -24 -25 -21 -10 -23 -30 right_child=3 2 5 -5 -6 -7 8 -9 27 -11 -12 -13 13 20 15 -17 18 -19 -20 26 -22 22 23 25 -26 -27 -28 -29 29 -31 leaf_value=0.003717317822268639 -0.0012020272119198146 -0.0016430066165577289 0.00049916698945303795 -0.0034531084304825167 0.019667517638143728 0.013307768290180303 -0.003745436671208397 0.0065713525407707788 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226857 78106 52510 291419 143711 147708 50443 148751 158111 153137 99997 54243 45754 18084 25873 53140 40526 is_linear=0 shrinkage=0.01 Tree=494 num_leaves=31 num_cat=0 split_feature=10 1 10 1 10 1 10 10 6 10 10 5 10 6 5 1 10 1 1 3 3 4 10 10 6 6 6 6 5 3 split_gain=356.76 152.269 84.5161 45.7486 103.607 59.8634 69.1558 82.2276 60.1458 55.7419 43.9193 44.6158 43.8181 42.1697 36.0418 32.4316 32.2989 35.5658 40.9462 38.0732 35.2083 31.37 66.2162 40.9951 30.7501 31.463 30.3658 30.2187 29.5451 35.6905 threshold=2.6250000000000004 -361.49999999999994 2.6250000000000004 -122.49999999999999 3.2650000000000001 -192.49999999999997 4.9450000000000012 5.3350000000000009 1.5000000000000002 5.1150000000000011 5.3650000000000011 5.5000000000000009 5.4450000000000012 1.0000000180025095e-35 1.5000000000000002 -364.49999999999994 2.5450000000000004 -64.499999999999986 -62.499999999999993 0.86696165191740426 0.11180555555555556 20.500000000000004 5.2150000000000007 9.1600000000000019 232.50000000000003 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34.8621 40.2049 40.0064 37.3284 30.7838 65.1351 40.4218 29.894 29.7843 29.6148 42.2535 29.604 28.9774 threshold=2.6250000000000004 -361.49999999999994 2.6250000000000004 -122.49999999999999 3.2650000000000001 -252.49999999999997 5.1350000000000007 1.5000000000000002 4.9450000000000012 5.3350000000000009 -129.49999999999997 142.50000000000003 0.98004975124378124 4.995000000000001 17.500000000000004 152.50000000000003 2.5450000000000004 -64.499999999999986 -62.499999999999993 0.98936170212765973 0.86696165191740426 20.500000000000004 5.2150000000000007 9.1600000000000019 24.500000000000004 107.50000000000001 5.3650000000000011 1.5000000000000002 97.500000000000014 0.53873431533006011 decision_type=10 10 8 10 10 8 10 2 10 10 8 2 2 10 2 2 10 10 10 2 2 8 10 10 2 2 10 2 2 2 left_child=1 2 -1 4 15 6 -6 -8 29 10 -10 26 -13 14 -12 -2 17 20 19 -19 -3 22 -5 -24 -16 -23 27 -11 -20 -7 right_child=3 16 -4 21 5 8 7 -9 9 11 13 12 -14 -15 24 -17 -18 18 28 -21 -22 25 23 -25 -26 -27 -28 -29 -30 -31 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69957 29718 115548 6897 6375 12088 7414 302 21547 4175 4818 2650 64 68 705 520 66 160 75 186 2634 8722 2235 264 4858 internal_value=0 0.00270484 -0.00737362 0.000863781 1.87544e-05 -0.0046778 0.000802545 0.00954136 0.00309464 0.00175836 -0.00168683 -0.000989826 0.00482119 -0.00335357 0.00127364 0.00412564 0.00567763 -0.00149789 0.00152017 0.00228758 0.00139431 0.00441959 0.0116171 0.0200728 0.000567394 -0.00707735 0.0017809 0.000736907 0.00181099 0.00241061 internal_weight=0 14520.2 5341.59 11439.6 8296.82 2119.09 5684.54 3080.66 3142.75 1368.74 2612.29 1947.01 383.218 1365.51 4718.29 1774.01 670.815 966.243 212.255 203.038 190.482 129.547 43.917 23.8916 985.523 753.579 3309.68 1245.23 797.735 2064.46 internal_count=911180 253255 657925 124416 94815 143070 56172 128839 29601 15236 38643 19502 6677 91504 49972 14365 7468 6200 1658 1594 1526 1006 301 141 8559 51566 20254 6674 4439 13580 is_linear=0 shrinkage=0.01 Tree=497 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 1 11 11 11 11 11 0 4 11 11 4 2 4 4 2 1 1 11 2 1 2 2 2 2 split_gain=3911.11 1837.61 235.881 222.919 187.767 98.552 78.3165 58.6008 47.9498 26.4616 22.8639 21.2523 20.3455 22.5371 19.595 19.2004 16.5155 14.0569 47.213 13.5439 12.0285 58.2608 63.6384 11.7956 11.6284 10.6634 10.5446 12.2899 12.9877 10.1732 threshold=0.00048551171494175006 0.99977076053619396 -4.4999999999999991 9.6955882327165472e-06 0.8784809708595277 0.3781151175498963 -7.4999999999999991 0.020015737973153553 0.99998754262924205 0.97252115607261669 0.015218299813568552 0.00014260681928130004 1.0000000180025095e-35 26.500000000000004 8.8294510192099562e-07 0.99473056197166454 16.500000000000004 0.71483516483516496 19.500000000000004 42.000000000000007 0.89596861471861489 -57.499999999999993 -56.499999999999993 0.99766892194747936 0.44487847222222227 -196.49999999999997 0.54182569974554717 0.49844720496894418 0.40056497175141254 0.42008403361344543 decision_type=2 2 8 2 2 2 8 2 2 2 2 2 2 8 2 2 8 2 10 8 2 10 8 2 2 10 2 2 2 2 left_child=3 2 4 14 7 10 11 19 -3 16 -4 -5 17 29 -1 -6 -7 -9 -19 26 -17 25 23 -23 -11 -22 27 28 -2 -14 right_child=1 8 5 6 15 9 -8 12 -10 24 -12 -13 13 -15 -16 20 -18 18 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0097250181971582188 3.623973450830308e-05 0.0068723540197360832 -0.0052127174421914115 -0.0045601801675984903 0.0038743857108495183 0.0064905776933989311 -0.0080405730248489984 0.0022468708047026632 0.01011979931480436 0.0003897174055246155 -0.0025709505529471171 -0.0020246634753068181 -0.0015249535141002566 0.00098919151878916803 -0.0080939168366092624 0.0066971600445804944 -0.0011725378376699061 -0.010342400599580321 0.0013682601082643175 0.033543898967814317 -0.01733735391636616 -0.019047016625690912 0.0081831684223689794 -0.041146653803693152 0.0031255895110525516 0.0077580977347905819 -0.0014630137121472264 0.00202737192473806 -0.0028081475057404061 -0.0073936486584576314 leaf_weight=2041.6804511053488 1341.2471593562514 555.84203195385635 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2.4350000000000005 3.5050000000000003 -7.4999999999999991 0.13270235061645502 0.94052824378013633 0.99998754262924205 5.5950000000000006 1.5000000000000002 0.23123827392120072 27.500000000000004 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 0.99766892194747936 5.8350000000000009 1.0000000180025095e-35 1.0000000180025095e-35 0.98755538463592529 0.49844720496894418 0.59943502824858774 184.50000000000003 5.5000000000000009 5.955000000000001 3.9950000000000006 decision_type=2 2 8 2 2 10 10 8 2 2 2 10 10 2 8 10 10 10 10 2 10 2 2 2 2 2 2 10 10 10 left_child=3 2 4 -1 6 9 -2 11 27 -4 -3 -5 13 14 -8 23 18 19 -17 -18 22 -20 -16 -6 25 -15 -10 29 -29 -7 right_child=1 10 5 7 15 8 12 -9 26 -11 -12 -13 -14 24 20 16 17 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0091268400612252339 -0.00068886994596929307 0.0068427713777466474 -0.00010366478986051798 -0.0043401652818830004 0.004208386744837405 -0.0033786057107645534 -0.0054761751133790395 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789.92063860502094 1422.3860820923001 82.128886407241225 8.8967225677333754 4.0462941229343405 380.0960133485496 leaf_count=514855 17921 13291 4044 85058 4801 4916 1152 36518 11033 6504 115548 15292 20016 3255 2362 2378 97 583 338 37 340 585 2221 5447 8841 15134 781 298 32 17502 internal_value=0 0.00260735 0.000802451 -0.00749046 0.00163243 -0.0016027 0.000911755 -0.00481663 -0.00263608 0.00165496 0.00951612 -0.00356085 0.00169203 0.00232664 0.000543891 0.00460835 0.00224516 -0.00540885 0.00455114 -0.0226021 0.00175851 -0.00143538 0.00236722 0.00541483 0.00293219 0.00224277 -0.00135857 -0.0049417 0.00835723 -0.00515908 internal_weight=0 14616.8 11589.1 5102.64 8615.93 2973.21 6936.2 1937.23 2257.2 716.016 3027.63 1391.65 4663.04 3267.81 828.545 1679.73 427.386 98.9499 328.436 29.4352 689.442 96.834 631.977 1252.35 2439.26 1649.34 1452.43 804.772 12.943 791.829 internal_count=911180 259457 130618 651723 85508 45110 71242 136868 34562 10548 128839 100350 53321 33305 6075 14266 4018 717 3301 134 4923 923 4583 10248 27230 18389 11814 22748 330 22418 is_linear=0 shrinkage=0.01 Tree=499 num_leaves=31 num_cat=0 split_feature=5 6 2 2 3 1 2 3 1 1 1 38 1 1 1 1 3 1 1 0 1 6 5 2 6 1 6 2 3 3 split_gain=85.3218 59.1462 51.9222 49.9933 49.7776 37.7692 31.5353 25.4052 28.9527 56.7167 33.5893 25.3216 24.602 22.5754 20.6305 21.3024 20.6121 27.022 28.6999 21.7173 20.654 34.7098 26.5417 19.4335 19.2432 23.5938 19.096 19.7024 18.5063 22.423 threshold=2.5000000000000004 1.5000000000000002 0.49844720496894418 0.040202020202020204 0.48492424242424242 -125.49999999999999 0.26344707923655292 0.34514106583072107 -64.499999999999986 -60.499999999999993 -79.499999999999986 1.0000000180025095e-35 -258.49999999999994 -26.499999999999996 -8.4999999999999982 -122.49999999999999 0.76103179753406891 -339.49999999999994 -361.49999999999994 1.0000000180025095e-35 -35.499999999999993 340.50000000000006 5.5000000000000009 0.18142633228840127 1.5000000000000002 -36.499999999999993 1.0000000180025095e-35 0.51363749070171105 0.68457101658255237 0.65235814296241723 decision_type=10 2 2 2 2 10 2 2 8 8 10 2 8 8 10 8 2 8 10 2 10 2 10 2 2 10 2 2 2 2 left_child=1 2 11 5 7 -3 16 8 10 -10 -4 -1 -9 26 15 23 20 18 -18 -19 22 -22 -2 -5 25 -24 -6 -28 29 -8 right_child=6 3 4 14 13 -7 28 12 9 -11 -12 -13 -14 -15 -16 -17 17 19 -20 -21 21 -23 24 -25 -26 -27 27 -29 -30 -31 leaf_value=4.6937011501048453e-05 7.4883721256247484e-05 -0.00083689133113598146 0.0012547158915644043 -0.004953941019227001 -8.8919519255728673e-05 0.002838788211827844 -0.0030264659943036805 0.0043683306011308423 0.009840362370261091 0.0017033245655371234 -0.003389151911516433 0.0078774488931718165 -0.0015849516904948209 0.0043338738431065709 -0.0064992463770372627 -0.00036363595512962574 -0.005447242418502818 -0.0033911292183123215 0.013731047048207885 0.0027111060411359003 -0.014246339735732231 0.053741158459159763 0.0084149490001546364 -0.0013051091064492982 0.00060846064374743135 0.042998111941583976 0.0030216875393349685 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0.00307127 -0.000703235 -0.000653594 -0.000440657 -0.00180318 0.00681374 -0.00245341 0.00133358 -0.0104597 0.00180645 -0.00168697 0.00611107 0.00953462 0.00187671 0.00313984 -0.00294273 -0.00253082 internal_weight=0 17565.9 9189.36 8376.5 4035.89 1206.16 2083.61 2539.11 1864.78 1135.65 729.127 5153.47 674.325 1496.78 7170.34 7109.45 852.642 482.278 33.8391 448.439 370.364 14.2777 356.086 1557.76 102.148 62.9702 769.118 468.229 1230.97 1106.14 internal_count=911180 751747 286472 465275 128146 38157 159433 81329 54617 38019 16598 158326 26712 46817 427118 410484 56666 44161 1867 42294 12505 414 12091 121288 2791 1536 16278 8578 102767 84850 is_linear=0 shrinkage=0.01 Tree=500 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 1 11 11 6 11 3 4 11 11 11 5 6 11 6 3 1 3 3 4 5 1 3 5 6 split_gain=3799.41 1807.27 227.32 223.568 181.962 96.0091 78.8565 57.8972 48.681 27.592 25.71 24.6652 45.7949 21.7782 21.6306 20.2289 20.4441 20.434 18.864 18.419 21.1212 17.8779 16.9418 16.6418 16.2279 15.0698 14.1752 14.1337 13.5311 13.4732 threshold=0.00048551171494175006 0.99977076053619396 -1.0000000180025095e-35 9.0361113507242425e-06 0.8784809708595277 0.3781151175498963 -7.4999999999999991 0.020015737973153553 0.99998754262924205 455.50000000000006 0.97252115607261669 0.31281565656565663 27.500000000000004 0.00014260681928130004 0.015218299813568552 0.98755538463592529 3.5000000000000004 1.5000000000000002 8.8294510192099562e-07 184.50000000000003 0.98004975124378124 -63.499999999999993 0.50952467343976793 0.31838294448913923 16.500000000000004 1.5000000000000002 -240.49999999999997 0.8185736677115989 5.5000000000000009 158.50000000000003 decision_type=2 2 8 2 2 2 8 2 2 2 2 2 8 2 2 2 10 2 2 2 2 10 2 2 8 10 10 2 10 2 left_child=3 2 4 18 7 14 13 25 -3 15 24 12 -9 -5 22 -6 -17 -18 -1 -16 -21 -19 28 -13 -7 26 -2 -28 -4 -26 right_child=1 8 5 6 9 10 -8 11 -10 -11 -12 23 -14 -15 19 16 17 21 -20 20 -22 -23 -24 -25 29 -27 27 -29 -30 -31 leaf_value=-0.0097160824088771136 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35.848104447126389 24.139462061226368 1101.4398044098634 42.441931623034179 4.3113935738801947 13.105753149837254 194.27803616877645 3188.0802686903626 824.12437317706645 637.44647083990276 1298.6096181636676 298.23716290853918 5.9117828411981455 53.432253289967775 leaf_count=365205 4142 13291 7677 78529 5846 291 37423 1083 115548 109 9493 112 5725 24271 11380 7506 358 238 146295 854 29 209 7908 19132 6866 15675 21201 4172 163 449 internal_value=0 0.00258625 0.000794167 -0.00746855 0.0016167 -0.00159249 -0.00482356 0.000902641 0.00950325 0.00457579 0.000156203 0.00157188 0.000413229 -0.00356656 -0.00344239 0.00472912 0.0059225 0.00089339 -0.00913794 -0.00256174 0.00355861 -0.00429385 -0.00514546 0.00204341 -0.000916582 -0.00034437 0.000126861 -0.00017936 -0.00364473 -0.00115979 internal_weight=0 14579.7 11579.6 5063.21 8611.66 2967.91 1959.14 6937.55 3000.08 1674.11 1525.69 4514.65 1305.86 1406.87 1442.23 1650.57 763.431 73.0933 3104.07 950.653 46.7533 37.2452 491.574 3208.79 906.555 2422.9 1785.45 1596.85 297.296 877.557 internal_count=911180 259457 130618 651723 85508 45110 140223 71242 128839 14266 17099 26052 6808 102800 28011 14157 8311 805 511500 12263 883 447 15748 19244 7606 45190 29515 25373 7840 7315 is_linear=0 shrinkage=0.01 Tree=501 num_leaves=31 num_cat=0 split_feature=11 11 11 11 10 10 11 11 10 0 5 2 10 10 11 18 3 6 10 11 11 11 6 3 18 5 6 3 5 10 split_gain=3746.37 1792.46 223.896 209.537 59.298 53.4889 51.6309 49.0484 32.9384 31.3365 44.3015 35.0038 30.4825 30.4554 28.2577 25.1158 43.9553 20.2875 24.4022 19.7976 19.5825 19.002 18.9729 17.2935 16.4504 15.1701 14.2159 13.6938 14.9178 19.3056 threshold=0.00048551171494175006 0.99977076053619396 9.0361113507242425e-06 0.51461192965507518 4.8850000000000007 5.5250000000000012 0.97252115607261669 0.99998754262924205 8.8450000000000006 1.0000000180025095e-35 9.5000000000000018 0.77442071785552036 3.3550000000000004 5.6750000000000007 0.0089773964136838514 1.0000000180025095e-35 0.45848997493734339 353.50000000000006 4.4150000000000009 7.0975467679090811e-05 0.0043998162727802515 8.8294510192099562e-07 1.5000000000000002 0.45488466757123475 1.0000000180025095e-35 2.5000000000000004 31.500000000000004 0.84654631083202525 1.5000000000000002 7.6450000000000005 decision_type=2 2 2 2 10 8 2 2 8 2 8 2 8 10 2 2 2 2 10 2 2 2 2 2 2 10 2 2 8 10 left_child=2 3 21 4 14 19 12 -3 17 11 -11 15 -5 -13 25 20 23 -8 -19 -4 -6 -1 -7 -17 -16 26 -2 28 29 -14 right_child=1 7 5 6 9 22 8 -9 -10 10 -12 13 27 -15 24 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0097115572823583615 -0.0013857677377804975 0.0067834040723464819 -0.0069658149756664659 -0.00029562940784697304 -0.00042987651085473979 -0.0042850958293784271 0.0036124023535536532 0.010099734463156316 0.0079852077387660113 -0.001409174071441254 0.037597222914558505 0.00065574964722449141 0.002308613946052892 -0.0078131737408289829 -0.00034555303820379773 0.012423671761420787 0.00050583191870577052 0.0067705884371174431 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1777.77 224.193 223.294 176.984 98.1201 83.6887 78.6527 64.0783 60.2038 49.4148 44.0715 42.0037 31.7019 74.3475 121.243 48.2884 26.9507 26.5346 24.8387 22.7026 35.6016 27.2719 21.7983 21.4813 90.8691 22.749 23.0244 21.3004 36.243 threshold=0.00048551171494175006 0.99977076053619396 9.0361113507242425e-06 -1.0000000180025095e-35 0.8784809708595277 2.4350000000000005 3.5050000000000003 -7.4999999999999991 0.13270235061645502 0.94052824378013633 0.99998754262924205 5.5950000000000006 1.5000000000000002 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 0.99766892194747936 1.0000000180025095e-35 0.98755538463592529 5.5000000000000009 5.955000000000001 3.9950000000000006 7.0975467679090811e-05 -250.49999999999997 5.1150000000000011 0.17677696078431374 0.72804314329738073 0.49844720496894418 0.5265987549518959 decision_type=2 2 2 8 2 10 10 8 2 2 2 10 10 10 10 10 10 2 2 2 10 10 10 2 10 10 2 2 2 2 left_child=2 3 -1 4 6 9 -2 11 20 -5 -3 23 18 19 16 17 -15 -16 24 -6 22 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166.53448576852679 545.4191841755528 1450.9775680787861 185.5492916405201 2405.2781085302122 225.90430304082111 1394.3645043978468 228.91027077287436 22.600232303142551 69.090680804103613 96.581703407689929 6.8918198496103278 510.33159385528415 520.12616907246411 8.8827011352404934 4.1226027570664874 376.04369362816215 648.80948322545737 2114.9608676275238 47.114767003804445 172.52352070715278 12.589440999552606 149.13942406699061 98.611918674781919 leaf_count=511500 17921 13291 51721 4044 4801 4916 2223 37423 11814 6504 115548 15755 20016 2378 97 583 923 37 3960 5447 298 32 17502 35324 22783 405 1726 135 1140 933 internal_value=0 0.00254638 -0.00742716 0.000779296 0.00159473 -0.00158834 0.000891835 -0.00477095 -0.00261326 0.00164276 0.00947783 -0.00351285 0.00165806 0.00452158 0.00216095 -0.00544725 0.00446527 -0.0224213 0.00227744 0.00532771 -0.00488859 0.00821564 -0.00510559 -0.00429355 0.00277199 0.00490094 0.0089434 0.0105224 0.000637554 0.00304332 internal_weight=0 14514.3 4990.52 11565.7 8602.85 2962.9 6936.92 1941.43 2249.38 713.518 2948.53 1396.01 4666.17 1665.93 424.075 98.5827 325.492 29.4921 3271.81 1241.85 798.399 13.0053 785.394 1170.11 2513.72 398.762 232.228 185.113 758.083 247.751 internal_count=911180 259457 651723 130618 85508 45110 71242 140223 34562 10548 128839 102800 53321 14266 4018 717 3301 134 33305 10248 22748 330 22418 87045 27272 4489 2266 1861 6033 2073 is_linear=0 shrinkage=0.01 Tree=503 num_leaves=31 num_cat=0 split_feature=10 1 10 1 10 10 5 5 10 1 2 1 2 1 2 5 2 5 10 1 1 10 2 4 2 2 2 1 1 2 split_gain=314.14 181.358 49.3395 152.119 85.8373 76.4361 74.9159 46.5727 43.72 36.1938 33.2526 32.6144 47.6711 39.7151 36.2322 31.5082 51.9057 32.3989 28.967 29.7196 33.8107 30.6456 28.1971 27.6981 27.009 25.1309 43.1848 25.0344 35.853 24.9827 threshold=2.1250000000000004 -361.49999999999994 3.5650000000000004 -8.4999999999999982 4.995000000000001 5.4450000000000012 1.5000000000000002 1.5000000000000002 1.9550000000000003 -14.499999999999998 0.028778467908902653 -64.499999999999986 0.73368794326241138 -62.499999999999993 0.98936170212765973 5.5000000000000009 0.36678657074340532 3.5000000000000004 5.3350000000000009 -38.499999999999993 -45.499999999999993 5.3450000000000006 0.57719393282773568 9.5000000000000018 0.10022831050228312 0.61138079827400227 0.61572802197802212 -97.499999999999986 -234.49999999999997 0.53361581920903967 decision_type=10 10 10 8 10 10 10 10 8 8 2 10 2 10 2 10 2 10 10 10 10 10 2 8 2 2 2 10 10 2 left_child=1 8 9 7 22 -6 25 23 -1 -2 -11 12 -3 14 -13 16 17 -8 -9 20 21 -20 -5 -4 27 -7 -27 28 -23 -12 right_child=2 11 3 4 5 6 15 18 -10 10 29 13 -14 -15 -16 -17 -18 -19 19 -21 -22 24 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0030250376563735449 -0.00056581864563549293 0.00076160238041638362 -0.0021633615453526922 -0.0008097874754102529 -0.0075724989240311211 -0.0075638284409778756 0.0064500350680345413 -0.0021790218256616269 0.0066391019024035335 -0.0015481270265046932 0.0027199860339520584 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618.538034172263 leaf_count=17690 50138 14695 29322 42320 54927 27158 5069 133587 57014 6984 26786 552 3858 12458 368 541 7082 3886 2216 3771 2237 2470 15528 265204 96108 69 2888 5168 7887 13199 internal_value=0 0.00282203 -0.000577059 -0.000906699 -0.00300195 -0.00515079 -0.00227728 -0.000297757 0.00540131 0.0003487 0.00128094 0.000670857 -0.000467783 0.00227803 0.0105769 0.00155286 0.000348283 0.00381497 -0.0012461 -0.000310395 -0.00063585 -0.00043155 -0.0015141 0.000233857 -0.000699506 -0.00617094 0.00107183 0.00185242 -0.000321794 0.00184003 internal_weight=0 3268.61 16168 11922.7 2684.8 1098.41 502.345 9237.86 1486.4 4245.36 2102.32 1782.21 1043.16 739.053 53.4916 253.238 226.79 148.705 3318.33 1656.7 1564.34 1534.7 1586.39 5919.53 1481.43 249.107 40.1797 324.024 201.027 1755.4 internal_count=911180 106635 804545 707438 159468 101620 46693 547970 74704 97107 46969 31931 18553 13378 920 16578 16037 8955 253444 119857 116086 113849 57848 294526 111633 30115 2957 15525 10357 39985 is_linear=0 shrinkage=0.01 Tree=504 num_leaves=31 num_cat=0 split_feature=1 3 1 3 1 2 1 2 2 2 3 9 2 1 1 2 2 2 2 2 2 18 1 1 1 2 3 1 3 2 split_gain=37.2582 47.2325 40.7341 27.0222 21.7384 37.3254 33.5608 46.0685 32.2519 62.6807 18.4749 15.2121 14.6024 33.5246 23.879 24.4556 18.4633 16.6712 45.8877 54.6611 16.0737 20.2327 29.6326 52.5038 36.4804 15.5348 27.5905 17.29 14.8563 14.2679 threshold=-64.499999999999986 0.94469928644240586 -60.499999999999993 1.0000000180025095e-35 -56.499999999999993 0.94494949494949509 -57.499999999999993 0.89596861471861489 0.50144508670520238 0.49184758529020828 0.92890109890109895 inf 0.13712060166532367 -65.499999999999986 -65.499999999999986 0.087337909992372217 0.49844720496894418 0.73368794326241138 0.30795574288724981 0.33460559796437661 0.50144508670520238 1.0000000180025095e-35 -232.49999999999997 -282.49999999999994 -371.49999999999994 0.71068484464172488 0.28629976580796251 -69.499999999999986 0.57511061946902664 0.045804195804195758 decision_type=8 2 8 2 8 2 10 2 2 2 2 8 2 10 10 2 2 2 2 2 2 2 10 10 10 2 2 10 2 2 left_child=1 10 3 -2 6 8 -4 -8 9 -6 11 -1 14 16 -13 -16 28 18 -15 -20 -18 25 23 24 -23 27 -27 -22 -14 -3 right_child=2 29 4 -5 5 -7 7 -9 -10 -11 -12 12 13 17 15 -17 20 -19 19 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.015111441849459045 0.0054099658375018908 0.0012628382649300127 -0.00020221052979988862 0.0012713252327500384 3.6349714197995327e-05 0.0027762324934163009 -0.0030046127166121236 -0.017057426483653684 -0.00088987394090928994 0.0024262287689681954 -0.0050246127373792648 -0.00021738663982523245 -0.00286181891804781 -0.0059207571916891633 -0.0021784806291284872 0.0074325834704702656 0.00129606107057847 -0.0055808532904171237 0.010193010839664174 -0.0022302243637705144 -0.0019754162177172377 0.0053659381263078121 -0.0027688880929503867 0.010610572476169811 -0.010978681545386167 -2.0497367322054755e-05 0.016781671094839353 0.0031028622800746155 -0.00094817331567337943 0.0062764108242008192 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threshold=0.00048551171494175006 0.99977076053619396 9.0361113507242425e-06 0.51461192965507518 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.97252115607261669 0.99998754262924205 0.015218299813568552 0.026551560498774003 1.0000000180025095e-35 1.0000000180025095e-35 0.38913470993117016 26.500000000000004 6.4727209974080338e-05 8.8294510192099562e-07 42.000000000000007 0.50952467343976793 3.5000000000000004 19.500000000000004 1.0000000180025095e-35 0.66349106014087067 23.500000000000004 4.5000000000000009 19.500000000000004 0.75103305785123975 0.50155279503105599 20.500000000000004 0.4817045961624275 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 8 2 10 8 2 2 10 10 10 2 2 10 2 left_child=2 3 16 4 6 -4 9 12 -3 18 17 -9 20 14 -12 -7 -1 22 -2 -13 -5 -22 25 26 -14 -6 -11 29 -29 -27 right_child=1 8 5 7 10 15 -8 11 -10 23 13 19 24 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 27 -28 28 -30 -31 leaf_value=-0.0097022528951583396 -0.0030721378751991453 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74.7665 65.449 42.9086 34.3184 34.1738 34.2669 30.8664 45.4935 38.1895 37.36 35.2501 28.8547 27.4978 27.0518 26.5324 53.3012 33.1582 29.9869 23.9208 23.169 31.6065 43.9282 22.5168 27.5826 21.6734 threshold=2.1250000000000004 -361.49999999999994 3.5650000000000004 -8.4999999999999982 4.995000000000001 5.4450000000000012 146.50000000000003 1.9550000000000003 18.500000000000004 -14.499999999999998 98.500000000000014 -64.499999999999986 0.73368794326241138 -62.499999999999993 97.500000000000014 0.98936170212765973 0.25092592592592594 0.57719393282773568 9.5000000000000018 5.4750000000000005 8.5000000000000018 -111.49999999999999 -265.49999999999994 1.0000000180025095e-35 6.4450000000000012 0.58374587458745886 0.63673020527859248 -120.49999999999999 0.2573593073593074 -26.499999999999996 decision_type=10 10 10 8 10 10 2 8 2 8 2 10 2 10 2 2 2 2 8 10 2 10 10 2 10 2 2 10 2 10 left_child=1 7 9 6 17 -6 18 23 24 -2 16 12 -3 15 -15 -13 -11 -5 -4 20 -20 -22 -21 -1 25 -7 -27 -8 -29 -30 right_child=2 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41.912 32.0204 31.3777 29.4284 43.9913 37.4824 34.4696 26.5263 25.6448 24.1762 29.4555 32.8658 26.1348 24.6925 24.3177 23.7609 23.176 21.8359 25.7811 20.9682 20.2465 19.9824 19.2252 21.3843 threshold=2.1250000000000004 -361.49999999999994 3.5650000000000004 -8.4999999999999982 4.995000000000001 5.4450000000000012 1.9550000000000003 -14.499999999999998 0.028778467908902653 -64.499999999999986 0.73368794326241138 -62.499999999999993 0.98936170212765973 0.57719393282773568 9.5000000000000018 5.4750000000000005 -88.499999999999986 26.500000000000004 0.047905909351692456 0.49844720496894418 -304.49999999999994 0.53361581920903967 1.0000000180025095e-35 0.80070921985815613 5.3550000000000013 25.500000000000004 0.80810147299509005 5.3650000000000011 -27.499999999999996 6.8250000000000011 decision_type=10 10 10 8 10 10 8 8 2 10 2 10 2 2 8 10 10 8 2 2 10 2 2 2 10 8 2 8 10 8 left_child=1 6 7 14 13 23 22 -2 -9 10 -3 12 -11 -5 -4 16 18 -18 -16 -20 -17 25 -1 -6 26 -10 -25 -26 -22 -30 right_child=2 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4185.87 2062.04 1758.11 1028.86 729.25 52.6845 1553.21 9118.44 8442.59 5714.2 3491.63 2222.57 1774.82 2728.39 1720.56 495.651 573.194 42.0655 1113.12 27.961 14.1045 2408.57 49.9801 internal_count=911180 106635 804545 707438 159468 101620 74704 97107 46969 31931 18553 13378 920 57848 547970 494595 343335 183430 159905 148822 151260 39985 17690 54927 2474 26786 2064 410 136314 1677 is_linear=0 shrinkage=0.01 Tree=513 num_leaves=31 num_cat=0 split_feature=10 46 5 10 46 6 10 6 10 10 6 10 10 6 3 4 10 3 6 6 3 3 3 10 3 6 10 6 3 28 split_gain=274.152 129.761 42.6067 37.7567 92.3734 43.1572 37.9478 47.7672 33.5599 32.1146 35.3521 29.3944 36.3438 34.9748 34.882 34.5349 25.7844 31.398 36.5979 29.2247 24.0428 22.6482 28.8941 22.5689 22.1307 23.6059 20.6974 20.5436 20.2722 19.6743 threshold=2.1250000000000004 1.0000000180025095e-35 2.5000000000000004 4.3750000000000009 1.0000000180025095e-35 164.50000000000003 7.5550000000000006 46.500000000000007 1.9550000000000003 5.3050000000000006 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shrinkage=0.01 Tree=514 num_leaves=31 num_cat=0 split_feature=11 11 11 11 46 46 28 11 11 11 11 46 6 46 6 11 6 2 11 2 5 6 6 18 2 2 5 28 38 11 split_gain=3409.75 1699.29 211.287 193.519 96.3627 55.0128 52.6224 51.2935 47.8453 30.4864 27.7282 26.0574 25.7638 24.1332 22.5406 20.0125 19.3219 19.7299 18.1871 17.268 16.1174 20.8288 15.54 13.8218 17.7816 17.9259 13.4746 13.3583 13.073 13.0183 threshold=0.00042608799412840006 0.99977076053619396 9.0361113507242425e-06 0.51461192965507518 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.99998754262924205 0.97252115607261669 0.015218299813568552 0.026551560498774003 1.0000000180025095e-35 366.50000000000006 1.0000000180025095e-35 1.0000000180025095e-35 8.8294510192099562e-07 184.50000000000003 0.019324122479462254 6.4727209974080338e-05 0.87585616438356173 3.5000000000000004 1.5000000000000002 33.500000000000007 1.0000000180025095e-35 0.53873431533006011 0.72016949152542387 4.5000000000000009 1.0000000180025095e-35 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threshold=0.00042608799412840006 0.99977076053619396 9.0361113507242425e-06 -1.0000000180025095e-35 0.8784809708595277 0.3781151175498963 3.5050000000000003 -7.4999999999999991 1.3750000000000002 0.99998754262924205 3.9650000000000003 5.5950000000000006 1.5000000000000002 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 0.98755538463592529 1.0000000180025095e-35 0.05298245614035086 6.0550000000000006 0.2573593073593074 70.500000000000014 5.955000000000001 164.50000000000003 0.99766892194747936 8.8294510192099562e-07 24.500000000000004 decision_type=2 2 2 8 2 2 10 8 10 2 10 10 10 10 10 10 10 10 2 2 2 2 10 2 2 10 2 2 2 8 left_child=2 3 28 4 6 10 -2 11 24 -3 -5 -4 20 19 16 27 -15 -12 -18 -6 21 29 23 -23 -7 -19 -22 -16 -1 -8 right_child=1 9 7 5 13 8 12 -9 -10 -11 17 -13 -14 14 15 -17 18 25 -20 -21 26 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0096771013312787601 -0.00069943890209985037 0.0065641495444231784 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internal_count=911180 262580 648600 133741 87836 45905 73570 137100 17099 128839 28806 100476 55072 14266 4018 717 3301 20738 923 10248 34336 9585 6142 5850 6795 317 24751 134 511500 3443 is_linear=0 shrinkage=0.01 Tree=516 num_leaves=31 num_cat=0 split_feature=11 11 11 11 10 11 10 11 10 0 5 2 10 11 10 3 6 11 10 10 11 6 10 11 6 10 6 6 2 6 split_gain=3314.94 1670.65 211.782 187.341 58.5434 52.0089 49.3849 46.725 31.5648 29.779 41.9206 33.3994 29.1688 28.7197 26.3855 23.2551 20.5389 20.2927 20.0636 19.3176 21.7998 19.2842 23.377 17.726 16.1247 25.6654 19.0221 17.2764 16.1144 14.7697 threshold=0.00042608799412840006 0.99977076053619396 9.0361113507242425e-06 0.51461192965507518 4.8850000000000007 0.99998754262924205 5.5250000000000012 0.97252115607261669 8.8450000000000006 1.0000000180025095e-35 9.5000000000000018 0.72245564892623726 3.3550000000000004 0.0089773964136838514 5.0850000000000009 0.99938118811881205 13.500000000000002 8.8294510192099562e-07 5.995000000000001 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68.4945 52.3646 49.5393 45.2761 42.7701 42.1953 31.3918 31.4986 38.0769 28.0811 23.6258 23.2899 25.3192 28.7994 23.3351 21.1826 20.2898 18.6905 23.4599 18.4554 20.7445 23.1516 20.2892 17.967 32.7954 threshold=0.00032736793218645006 0.99977076053619396 0.18897357583045957 6.1143434777477532e-06 1.0000000180025095e-35 0.97252115607261669 0.99998754262924205 1.0000000180025095e-35 3.3950000000000005 1.0000000180025095e-35 3.9350000000000005 8.8450000000000006 1.0000000180025095e-35 6.1150000000000011 5.705000000000001 0.31281565656565663 1.0000000180025095e-35 5.6750000000000007 4.5000000000000009 2.9150000000000005 1.5000000000000002 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.50155279503105599 0.59943502824858774 6.2150000000000007 0.4817045961624275 1.0000000180025095e-35 5.0450000000000008 decision_type=2 2 2 2 2 2 2 2 10 2 10 8 2 10 10 2 2 8 10 10 10 2 2 2 2 2 10 2 2 10 left_child=3 2 4 -1 9 8 -3 -5 -4 16 -6 12 -7 -14 -9 -12 17 19 -19 -2 24 -16 23 28 27 26 -26 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970.29456826299429 592.47196194250137 250.07955959904939 606.76944874413311 168.37877509836107 520.03477744758129 240.42769112810493 84.162837877403945 162.89872570941225 20.634786731563509 238.89373990381137 8.882022916339336 835.29073666082695 599.94197706878185 87.844092820072547 2062.5220735743642 160.20154362916946 93.610103005543351 741.26840862445533 5.4681810773909083 132.99853995162994 27.319495052099228 102.41361107304692 leaf_count=491840 2230 13291 9134 54712 18398 6474 115548 82193 5601 4272 7006 5761 4543 2867 5369 3125 329 2633 73 26885 14402 7991 10242 763 2158 10911 64 1744 141 480 internal_value=0 0.00231055 0.000664659 -0.00747685 -0.000627483 0.00193692 0.00936919 -0.00501036 0.00128077 -0.0025247 0.000151609 0.00370817 0.00322558 0.00461523 -0.00374451 0.00103206 -0.003188 -0.00334143 -0.000437351 -0.00395605 0.0016257 -2.06255e-05 0.0019769 0.000758926 0.00242832 0.00167207 -0.00262548 0.00457607 -9.02072e-06 0.00336165 internal_weight=0 14423.6 11696.3 4469.83 5802.81 5893.51 2727.28 1811.7 4300.44 1689.24 4113.58 1593.07 1424.69 760.462 1142.3 2342.96 1439.16 1418.52 247.776 1170.75 1736.19 172.007 2944.93 882.407 1136.24 840.347 99.0783 295.897 722.205 129.733 internal_count=911180 269075 140236 642105 94230 46006 128839 150265 26361 36422 57808 19645 13884 7410 95553 39410 32150 31821 2706 29115 32404 13360 17227 6985 18002 13133 2222 4869 6222 621 is_linear=0 shrinkage=0.01 Tree=518 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 10 10 1 11 10 10 5 3 10 10 1 1 5 10 10 10 2 5 3 11 1 10 1 5 split_gain=3223.45 1661.22 206.293 185.653 161.166 88.4238 82.8303 68.1725 64.9291 52.719 42.8113 39.7111 37.4027 34.7373 33.888 29.8959 69.1856 110.029 46.2092 23.8453 30.8764 28.535 28.4919 39.1965 36.218 23.8282 21.9749 38.0202 29.9318 22.7805 threshold=0.00032736793218645006 0.99977076053619396 -4.4999999999999991 6.1143434777477532e-06 0.8784809708595277 0.18897357583045957 3.4650000000000003 6.4450000000000012 -7.4999999999999991 0.99998754262924205 3.2650000000000001 5.7250000000000005 1.5000000000000002 0.23123827392120072 5.8350000000000009 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 4.9050000000000011 5.3550000000000013 4.8650000000000011 0.61138079827400227 1.5000000000000002 0.66349106014087067 0.98755538463592529 -89.499999999999986 3.3550000000000004 -125.49999999999999 2.5000000000000004 decision_type=2 2 8 2 2 2 10 8 8 2 10 10 10 2 10 10 10 10 10 10 10 10 2 10 2 2 10 8 10 10 left_child=3 2 4 -1 6 10 26 19 11 -3 -4 -5 13 14 -8 25 18 -18 -17 21 -21 -7 23 -22 -25 -6 27 -2 -29 -28 right_child=1 9 5 8 15 7 12 -9 -10 -11 -12 -13 -14 -15 -16 16 17 -19 -20 20 22 -23 -24 24 -26 -27 29 28 -30 -31 leaf_value=-0.0091485339655358183 -0.00075362213184121158 0.0064753175061943724 -0.0018766198184253233 -0.0045000298431017386 0.003890362336056029 -0.00062068387675249257 0.0010675877932888331 0.0048703900467748189 -0.0079616677436326316 0.010032869994672382 -0.0056574370957686113 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is_linear=0 shrinkage=0.01 Tree=519 num_leaves=31 num_cat=0 split_feature=11 11 11 11 46 11 11 46 10 28 10 10 46 10 10 10 3 4 6 11 2 10 6 2 46 28 4 6 10 10 split_gain=3178.65 1646.83 186.226 185.962 82.5319 66.749 53.072 49.0412 43.9467 41.4743 40.5932 31.1197 30.5661 37.0957 27.347 22.8628 22.7909 39.7621 19.8787 19.7979 18.0522 26.5427 20.2465 18.7121 17.9574 22.6897 17.465 16.3167 16.2155 16.2057 threshold=0.00032736793218645006 0.99977076053619396 0.18897357583045957 6.1143434777477532e-06 1.0000000180025095e-35 0.97252115607261669 0.99998754262924205 1.0000000180025095e-35 3.3950000000000005 1.0000000180025095e-35 3.9350000000000005 8.8450000000000006 1.0000000180025095e-35 6.1150000000000011 5.705000000000001 5.6750000000000007 0.31281565656565663 28.500000000000004 13.500000000000002 0.011652591172605703 0.49844720496894418 5.9750000000000005 1.0000000180025095e-35 0.63673020527859248 1.0000000180025095e-35 1.0000000180025095e-35 23.500000000000004 292.50000000000006 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internal_count=911180 269075 642105 140236 42740 128839 97496 150265 23095 19645 14162 4787 301 48534 48962 136103 41544 13884 175 14862 30142 491840 27199 14689 14389 13990 13784 1051 430 399 is_linear=0 shrinkage=0.01 Tree=521 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 10 10 1 11 10 5 10 3 4 6 3 3 5 10 10 1 1 5 6 10 10 10 10 10 split_gain=3091.34 1636.47 201.071 161.648 159.321 87.1981 83.3791 66.5174 60.6041 53.7736 43.5593 35.4746 32.6601 31.3585 61.4523 31.0651 49.3805 49.7687 30.7024 29.2831 29.1099 67.9711 107.946 45.5261 25.3223 24.1908 23.6027 30.3412 27.7922 26.3369 threshold=0.00025326936156485003 0.99977076053619396 -4.4999999999999991 5.1029428504989491e-06 0.8784809708595277 0.18897357583045957 3.3250000000000006 6.4450000000000012 -7.4999999999999991 0.99998754262924205 3.9650000000000003 1.5000000000000002 5.8950000000000005 0.27320574162679429 27.500000000000004 37.500000000000007 0.34514106583072107 0.31281565656565663 5.5000000000000009 5.8350000000000009 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55.576 35.2705 33.8346 31.2857 28.9934 28.7984 28.4742 28.2895 35.7373 32.3096 28.2857 37.6593 37.4718 27.1443 24.7343 83.4226 25.8934 31.6174 24.601 23.7003 29.7493 threshold=2.1250000000000004 -361.49999999999994 1.9550000000000003 -122.49999999999999 3.2650000000000001 -192.49999999999997 4.9450000000000012 5.3350000000000009 5.1350000000000007 1.5000000000000002 142.50000000000003 -281.49999999999994 152.50000000000003 -282.49999999999994 4.8650000000000011 4.8950000000000005 5.3650000000000011 1.0000000180025095e-35 3.5000000000000004 -64.499999999999986 -62.499999999999993 97.500000000000014 4.5150000000000006 7.5550000000000006 -125.49999999999999 -125.49999999999999 1.0000000180025095e-35 -147.49999999999997 -125.49999999999999 4.995000000000001 decision_type=10 10 8 10 10 8 10 10 10 2 2 10 2 10 10 10 10 2 2 10 10 2 10 10 10 8 2 8 8 10 left_child=1 2 -1 4 11 8 14 28 -6 -10 16 12 -2 -14 22 -16 17 -9 -18 -3 -21 -22 -7 25 27 -20 -27 -25 -8 -30 right_child=3 19 -4 -5 5 6 7 10 9 -11 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969.862 1870.79 1710.72 141.439 1924.55 237.247 873.226 87.406 785.82 1715.29 711.155 659.572 1687.3 361.877 81.3478 280.53 171.438 79.0441 750.387 570.56 internal_count=911180 106635 74704 804545 438366 392946 221211 152654 171735 101622 80914 45420 41283 3214 68557 10022 62661 3958 58703 31931 13378 12458 58535 30978 6718 24260 17232 6690 71740 54452 is_linear=0 shrinkage=0.01 Tree=523 num_leaves=31 num_cat=0 split_feature=10 1 5 10 1 10 1 6 10 10 6 10 1 1 1 6 1 5 10 6 5 6 6 10 10 10 40 5 10 0 split_gain=234.919 152.246 39.6093 38.6304 35.817 170.215 83.3564 52.3757 37.8261 35.8222 31.7626 29.747 36.1502 27.7252 36.9524 36.7141 26.2137 51.0514 77.4498 39.7105 34.6378 31.6415 24.9713 24.8182 23.837 23.7088 23.5641 22.663 22.4011 22.1496 threshold=2.1250000000000004 -361.49999999999994 2.5000000000000004 1.9550000000000003 -37.499999999999993 4.9450000000000012 -35.499999999999993 105.50000000000001 7.5550000000000006 3.2650000000000001 152.50000000000003 5.3050000000000006 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18553 65471 57014 38831 78981 21915 91722 2699 56922 3283 11254 22065 920 11842 616 699 30 34 4590 8679 6202 5494 31002 2635 15987 717 215 6893 8166 internal_value=0 0.00252131 -0.000505493 0.00502375 -0.000320912 -0.000984193 -0.00404413 7.38775e-05 -0.00203406 0.000105764 0.00113952 -0.00188977 -0.000756321 0.00054113 0.00205191 0.00141467 -0.00178904 -0.00266085 0.0786065 -0.00275917 0.00204519 0.00401639 0.00267477 -0.00621824 -0.000815072 -0.000285458 0.000363654 -0.00421686 0.00206503 0.00272194 internal_weight=0 3072.39 15501.9 1357.22 13678.1 5103.59 1340.44 8574.49 1036.27 3763.15 1772.88 1823.85 1020.23 1715.18 711.097 659.556 784.197 638.921 0.772058 638.148 145.276 124.918 236.033 218.335 1990.28 409.69 7538.22 33.9807 251.109 474.305 internal_count=911180 106635 804545 74704 648810 225447 116883 423363 94421 108564 42114 155735 90264 31931 13378 12458 73516 57721 64 57657 15795 7116 16748 35592 66450 37902 328942 914 9528 17690 is_linear=0 shrinkage=0.01 Tree=524 num_leaves=31 num_cat=0 split_feature=5 6 2 2 3 1 2 38 3 1 1 1 1 1 1 3 6 5 1 3 6 2 1 6 5 6 1 3 3 1 split_gain=68.3859 39.1147 46.3703 45.5793 44.322 34.0227 27.6634 24.8788 22.1918 23.5885 23.1979 51.5774 29.0304 18.8398 31.7505 21.4882 18.441 23.8914 45.304 18.2414 22.7954 41.0459 29.3024 26.47 27.0993 20.1007 21.1509 17.624 22.5415 17.417 threshold=2.5000000000000004 1.5000000000000002 0.49844720496894418 0.040202020202020204 0.48492424242424242 -125.49999999999999 0.26344707923655292 1.0000000180025095e-35 0.34514106583072107 -258.49999999999994 -64.499999999999986 -60.499999999999993 -79.499999999999986 -351.49999999999994 -361.49999999999994 0.88251725271114034 1.0000000180025095e-35 1.5000000000000002 -118.49999999999999 0.87577160493827166 212.50000000000003 0.21889880952380952 -35.499999999999993 26.500000000000004 5.5000000000000009 1.5000000000000002 -36.499999999999993 0.45488466757123475 0.45848997493734339 -19.499999999999996 decision_type=10 2 2 2 2 10 2 2 2 8 8 8 10 8 10 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5.1029428504989491e-06 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.015218299813568552 0.026551560498774003 1.0000000180025095e-35 0.99473056197166454 212.50000000000003 0.99998754262924205 0.91331186258722508 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 328.50000000000006 6.4727209974080338e-05 0.88847429519071319 1.0000000180025095e-35 0.0019640936516224501 28.500000000000004 0.50952467343976793 0.98755538463592529 786.50000000000011 0.66349106014087067 1.5000000000000002 0.67574992574992587 decision_type=2 2 2 2 2 2 2 2 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 5 7 -5 24 27 16 -11 15 -3 -13 -10 21 17 25 -19 -8 -17 -9 -7 -24 -2 -4 -12 -6 -29 -30 right_child=1 12 9 6 8 22 19 11 14 10 26 13 -14 -15 -16 20 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31 leaf_value=-0.0091673864564876615 -0.0032267082736706903 0.0070024859334033773 9.6645248916504806e-05 -0.0073135404461813804 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12.889179207384585 32.582883756607771 266.91348931565881 68.60095889121294 262.90032847458497 605.34553687460721 3.7592701092362395 349.3130359807983 55.745179440826178 530.43730814196169 leaf_count=482063 11489 9783 5649 56200 32610 2223 70010 15631 6697 8432 7356 944 115548 70 12419 952 272 743 16 27274 82 178 2102 907 11663 10624 17 5537 1301 12388 internal_value=0 0.00217034 0.000656231 -0.00752955 -0.000134673 -0.00169854 -0.00515238 -0.00225337 0.000558988 0.00282451 0.0037818 -0.001387 0.00958895 0.00491655 0.00127046 -0.00164294 0.00160867 0.00144572 0.00488451 -0.00384312 0.00145677 -0.00197599 0.00158097 0.00235537 -0.00445164 0.00111581 0.00569608 -0.000374107 0.000589825 0.00157238 internal_weight=0 14395.4 11955.4 4161.07 8760.05 2691.67 1697.42 2302.19 6068.39 3195.33 1787.75 1651.36 2440.04 64.4334 3443.09 1586.93 1407.57 1374.69 120.339 1057.04 153.967 1432.96 389.482 335.514 650.823 1254.35 548.758 2625.3 935.496 586.182 internal_count=911180 275633 150302 635547 117193 46241 153484 41009 70952 33109 15805 17857 125331 1014 19116 16843 17304 17032 759 97284 1034 15809 5232 3009 23152 16273 7373 51836 19226 13689 is_linear=0 shrinkage=0.01 Tree=526 num_leaves=31 num_cat=0 split_feature=10 1 10 5 1 10 1 10 10 1 10 2 1 2 1 2 1 5 2 5 10 10 10 1 10 1 1 1 10 1 split_gain=226.804 149.431 38.0595 37.871 35.3638 165.472 82.2484 34.6986 29.012 35.1945 28.7026 27.1497 26.9133 42.3121 36.0463 34.0404 25.7659 46.5607 69.9392 33.8507 27.7027 25.0853 25.4037 24.7135 23.5634 34.3879 53.4083 28.9232 30.8847 28.3718 threshold=2.1250000000000004 -361.49999999999994 1.9550000000000003 2.5000000000000004 -37.499999999999993 4.9450000000000012 -35.499999999999993 3.5950000000000002 5.3050000000000006 -339.49999999999994 4.8650000000000011 1.0000000180025095e-35 -64.499999999999986 0.73368794326241138 -62.499999999999993 0.98936170212765973 -63.499999999999993 15.500000000000002 0.34556677890011228 6.5000000000000009 6.7350000000000012 5.3650000000000011 5.3550000000000013 -30.499999999999996 5.4750000000000005 -287.49999999999994 -288.49999999999994 -144.49999999999997 5.1350000000000007 -143.49999999999997 decision_type=10 10 8 10 8 10 10 10 10 10 10 2 10 2 10 2 10 8 2 10 10 10 10 8 10 10 10 10 10 10 left_child=1 2 -1 4 24 7 -7 11 -5 -10 -9 -6 13 -3 15 -14 17 -11 -19 20 21 22 -18 -22 27 26 -26 28 -2 -29 right_child=3 12 -4 8 5 6 -8 10 9 16 -12 -13 14 -15 -16 -17 19 18 -20 -21 23 -23 -24 -25 25 -27 -28 29 -30 -31 leaf_value=0.0026878062806794034 -0.0021849010678671003 0.00064772704945665108 0.0062139020757729516 -0.003281336580781672 -0.0015622761893545648 -0.0056596282477410186 -0.00026832346248403279 -0.0016591652354402248 0.0026625404571987634 -0.0027193586400870496 0.0020436028776477711 0.0013990679365700682 0.0029549520730826019 -0.0041141952393399205 0.0013839867807140735 0.019382555008787297 -0.010611537383248474 0.19817327706607127 0.0055207141800726976 -0.010049017379360314 0.0084828602564403707 -0.0026988825624971857 0.024677854301943615 0.065984792667713996 0.003007213331370117 0.00044436290357401819 0.021233361937000723 0.0086411937985596404 0.0008043970007153555 0.00010317289472264105 leaf_weight=471.16578927729279 1232.312611610163 752.88764375261962 873.80031106434762 798.27026014053263 372.28096574824303 922.85400205105543 408.10421328397933 1285.8541653426364 234.65132572222501 634.41195695661008 250.05953231267631 1838.4451359715313 29.069479607976973 248.07822651136667 657.52442549169064 22.282718954607844 2.8689298760145885 0.28790114796720345 0.5454537128098309 19.899205893743783 54.567149617010728 59.086610620841384 7.0592133607715368 0.75780717935413022 310.32265380513854 1918.1904848620761 16.956002239603549 39.255426302785054 480.34617331717163 4554.4874518576544 leaf_count=17690 69125 14695 57014 65471 7266 78981 37902 47334 16748 57657 9528 44436 552 3858 12458 368 441 27 37 8679 2140 4393 129 13 12597 100702 279 970 35735 203955 internal_value=0 0.00248491 0.00497865 -0.000497241 -0.000316652 -0.000977713 -0.00400652 9.82432e-05 -0.00185529 -0.000732785 -0.00105632 0.000900385 0.000523337 -0.000532462 0.00201417 0.0100832 -0.00175489 -0.00262124 0.0720769 0.00206058 0.00399859 -0.000227565 0.0144803 0.00927049 7.5847e-05 0.00095553 0.00395149 -0.000237374 -0.0013465 0.000176134 internal_weight=0 3054.81 1344.97 15441.9 13629.5 5077.6 1330.96 3746.64 1812.41 1014.14 1535.91 2210.73 1709.84 1000.97 708.877 51.3522 779.484 635.245 0.833355 144.239 124.34 69.0148 9.92814 55.325 8551.87 2245.47 327.279 6306.4 1712.66 4593.74 internal_count=911180 106635 74704 804545 648810 225447 116883 108564 155735 90264 56862 51702 31931 18553 13378 920 73516 57721 64 15795 7116 4963 570 2153 423363 113578 12876 309785 104860 204925 is_linear=0 shrinkage=0.01 Tree=527 num_leaves=31 num_cat=0 split_feature=11 11 11 11 46 10 28 46 11 46 10 11 10 28 11 10 11 10 10 10 5 10 5 10 10 18 10 10 11 5 split_gain=2991.44 1600.6 201.12 162.34 93.3885 58.7612 48.3018 47.7256 43.1971 36.5552 46.1678 30.1443 29.4443 30.5006 28.7745 28.6398 26.5157 23.7495 22.967 22.3453 19.9037 19.1896 17.0709 16.3701 15.1326 14.9731 14.8236 14.7897 14.2437 14.0012 threshold=0.00025326936156485003 0.99989646673202526 0.78322452306747448 5.1029428504989491e-06 1.0000000180025095e-35 2.5450000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.015218299813568552 1.0000000180025095e-35 6.4450000000000012 0.015218299813568552 5.8350000000000009 1.0000000180025095e-35 0.99473056197166454 5.6550000000000011 0.99998754262924205 3.7350000000000008 5.3550000000000013 6.1150000000000011 5.5000000000000009 5.5050000000000008 2.5000000000000004 5.7250000000000005 5.7750000000000012 1.0000000180025095e-35 2.6250000000000004 2.3850000000000002 0.0019640936516224501 4.5000000000000009 decision_type=2 2 2 2 2 10 2 2 2 2 8 2 10 2 2 8 2 10 10 10 10 10 10 10 8 2 10 10 2 10 left_child=3 2 4 -1 6 -6 8 24 23 10 12 17 13 21 -11 22 -3 -7 -9 -16 -14 27 -10 -2 -5 -26 -13 -4 -8 -17 right_child=1 16 9 7 5 11 28 18 15 14 -12 26 20 -15 19 29 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0091573708347110414 -0.0048306445125268068 0.0069724760617827257 0.0036193273434120816 -0.007883786178201688 -0.0015897107011879367 -0.0020774433358536114 -0.0032062562256194487 -0.0046375000790603573 -0.0016854709166473983 0.0029074979270727387 0.0057212559926774174 0.0061694998495809769 -0.014569571323323496 0.0060769027207084846 0.0071073525886116888 0.001129052895566044 0.009998932664795802 0.0006230785595198288 -0.001157242852111371 0.0028308143953091037 0.0082083937242834696 0.006408728109616511 -0.0064404610361709679 0.0017970635785045451 -0.0049968442808000077 0.0073570025333585393 0.0014626259700667782 -0.00024183301639070815 0.0023372444220424926 0.01274164449446989 leaf_weight=2439.3459630355937 608.23456469038501 336.33430821495131 111.79451166652143 552.90717665525153 1055.3778351470828 440.55835395399481 53.775826529134065 804.83963330416009 1297.2775208679959 1237.099054666236 227.26697902195156 68.314075082540512 19.527599819004539 108.39945832267404 361.78794480115175 260.63579198345542 2078.5324288220145 1248.6298998463899 248.06185999233276 184.48253900930285 4.7741084322333327 52.285811875015497 80.167450596578419 39.699544418137521 70.901218276238069 11.386421396164222 3254.6984758432955 880.78573142364621 335.6735935183242 10.813349366188048 leaf_count=482063 21879 9783 2591 51448 7705 8910 2223 72755 13696 8432 6800 350 100 637 4599 2346 115548 34083 24529 2774 23 293 1733 1273 3959 793 19904 6860 3009 82 internal_value=0 0.0021523 0.000650828 -0.00750756 -0.000132352 0.000554898 -0.00168466 -0.00512354 -0.00223683 0.00280121 0.00159476 0.00100647 0.000798354 0.0010279 0.00375158 -0.00137716 0.00957742 -8.12464e-05 -0.00381756 0.00566311 -0.0100948 0.000504087 -0.00196221 -0.00442456 -0.00728834 -0.0032874 0.00155939 0.00019305 0.00157179 0.00159165 internal_weight=0 14356.9 11942.1 4127.44 8753.86 6067.58 2686.28 1688.1 2296.83 3188.2 1404.83 5012.2 1177.57 1153.27 1783.37 1648.89 2414.87 1689.19 1052.9 546.27 24.3017 1044.87 1377.44 647.934 635.195 82.2876 3323.01 992.58 389.449 271.449 internal_count=911180 275633 150302 635547 117193 70952 46241 153484 41009 33109 17304 63247 10504 10381 15805 17857 125331 42993 97284 7373 123 9744 15429 23152 56200 4752 20254 9451 5232 2428 is_linear=0 shrinkage=0.01 Tree=528 num_leaves=31 num_cat=0 split_feature=10 1 10 1 10 1 10 10 10 18 10 1 4 10 1 1 2 1 10 2 10 1 10 1 2 1 2 1 10 10 split_gain=219.568 145.77 37.4261 36.5505 81.823 55.1147 51.2287 70.779 49.9928 43.0503 33.1083 32.4118 30.0036 56.7962 31.9878 47.1762 29.9527 28.9043 27.437 29.975 27.3134 26.9766 31.6171 26.3475 41.4728 35.4897 33.5183 23.1277 29.5425 28.3132 threshold=2.1250000000000004 -361.49999999999994 1.9550000000000003 -122.49999999999999 3.2650000000000001 -192.49999999999997 4.9450000000000012 5.3350000000000009 5.1350000000000007 1.0000000180025095e-35 5.3650000000000011 -281.49999999999994 20.500000000000004 5.2150000000000007 -60.499999999999993 -56.499999999999993 0.028778467908902653 -287.49999999999994 4.8650000000000011 0.51869322152341024 4.8950000000000005 -288.49999999999994 5.7250000000000005 -64.499999999999986 0.73368794326241138 -62.499999999999993 0.98936170212765973 -125.49999999999999 4.995000000000001 4.9850000000000012 decision_type=10 10 8 10 10 8 10 10 10 2 10 10 8 10 10 10 2 10 10 2 10 10 10 10 2 10 2 8 10 10 left_child=1 2 -1 4 11 8 18 27 -6 17 -9 16 13 -5 -15 -16 -2 21 19 -7 -20 -10 -23 24 -3 26 -25 -8 29 -29 right_child=3 23 -4 12 5 6 7 10 9 -11 -12 -13 -14 14 15 -17 -18 -19 20 -21 -22 22 -24 25 -26 -27 -28 28 -30 -31 leaf_value=0.0026531031550986058 -0.0017013760220120065 0.00063872490548215922 0.0061636409917261419 -0.0046692402325317368 -0.0020881421940107435 -0.00080003978068236988 -0.0027732552368722459 0.0039884652476807414 0.0012322379112989295 0.0054187678065670212 -0.0023837201999281736 -0.0034353792744216895 0.00028777922021163115 0.00171360529335387 -0.010714536557810442 -0.00055440253257212112 0.0018783188513841781 -0.0013316251191999159 0.0057583591508993618 -0.0037808508181514382 -0.0010907830308392018 -0.0084186950710756023 0.018477427175706041 0.0029314450800643223 -0.0040846660856186118 0.0013665345474730677 0.019261406795797017 -0.0065302108527902341 -0.0081100933625117607 0.0034090613763991255 leaf_weight=468.16076137777418 280.01393123250455 750.61531176045537 864.42315905587748 374.16866549430415 1025.5757525069639 1201.3004454127513 178.14160436834209 90.014627526747063 647.64673745888285 176.23664096463472 865.86354946834035 158.98526460723951 6266.4161133938469 468.22816639090888 56.382345158723183 241.23236272472423 1414.6414720336907 657.47429135651328 106.45956520596519 469.09024171018973 128.50600523361936 5.7481141439639059 18.237907542614266 28.985072378069162 247.07861239463091 655.43454735865816 22.193448052741587 70.475187580799684 438.70099988556467 48.304228185210377 leaf_count=17690 5822 14695 57014 25496 70113 39283 17288 4644 39505 7446 76270 4137 282418 30463 4501 23301 35461 53310 3582 19252 6440 768 593 552 3858 12458 368 5175 46939 2338 internal_value=0 0.00245264 0.00493033 -0.000489628 -0.000959113 -0.00151599 -0.00231153 -0.00357815 -0.000385401 0.00077466 -0.00178365 0.000881813 1.63059e-05 -0.00147593 8.4231e-05 -0.00247921 0.00128683 0.000158861 -0.00118707 -0.00163713 0.00201247 0.00161793 0.0120319 0.000515354 -0.000531022 0.00199277 0.0100129 -0.00590994 -0.00691226 -0.00248819 internal_weight=0 3036.89 1332.58 15387.8 7981.42 6127.78 3596.86 1691.5 2530.92 1505.34 955.878 1853.64 7406.43 1140.01 765.843 297.615 1694.66 1329.11 1905.36 1670.39 234.966 671.633 23.986 1704.31 997.694 706.613 51.1785 735.622 557.48 118.779 internal_count=911180 106635 74704 804545 438366 392946 221211 152654 171735 101622 80914 45420 366179 83761 58265 27802 41283 94176 68557 58535 10022 40866 1361 31931 18553 13378 920 71740 54452 7513 is_linear=0 shrinkage=0.01 Tree=529 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 10 1 10 1 10 10 6 2 2 11 11 11 11 10 6 2 2 1 0 6 1 11 10 10 1 split_gain=2946.25 1584.22 197.485 178.982 162.673 74.3077 69.5712 61.8161 59.7793 36.8543 32.0744 30.3856 50.6362 37.0624 28.3454 26.7199 26.406 24.5888 22.8529 22.339 21.4783 21.8588 21.1368 20.9808 42.1822 24.4486 24.355 21.1098 19.4066 23.1218 threshold=0.00025326936156485003 0.99989646673202526 0.78322452306747448 -390.49999999999994 5.1029428504989491e-06 3.6650000000000005 -364.49999999999994 1.3750000000000002 -7.4999999999999991 3.9650000000000003 5.8950000000000005 37.500000000000007 0.65419580419580436 0.68208556149732635 0.0055486904457211009 0.99998754262924205 0.99473056197166454 0.13270235061645502 8.3400000000000016 158.50000000000003 0.30795574288724981 0.31296641791044782 -385.49999999999994 1.0000000180025095e-35 1.0000000180025095e-35 -88.499999999999986 0.0043998162727802515 9.7700000000000014 6.1150000000000011 -57.499999999999993 decision_type=2 2 2 10 2 10 10 10 8 10 10 2 2 2 2 2 2 2 10 2 2 2 10 2 2 10 2 10 10 10 left_child=4 2 3 9 -1 14 7 -4 10 19 -6 -12 22 -14 -5 -3 -8 18 -11 -2 -9 -22 -13 26 27 -26 -7 -25 -18 -30 right_child=1 15 6 5 8 23 16 20 -10 17 11 12 13 -15 -16 -17 28 -19 -20 -21 21 -23 -24 24 25 -27 -28 -29 29 -31 leaf_value=-0.0091472680042404986 -0.0021681360832089291 0.0069428273601078554 0.0062558481504176693 -0.0023665563077088455 -0.0045063582845868318 9.3709509750461629e-05 0.003135046517670092 -0.0022809356177666347 -0.0080116849382848368 -0.0065967024676483049 -0.0024255719980870749 0.12339501033176387 0.13991045219070286 0.034507547965723119 -4.4332165894505457e-05 0.0099920446935726562 0.006851521560599292 -0.0023360995465413542 0.016255925053451959 0.0035828948952638003 0.01707303520592407 0.00066258319687148115 0.0044152312097662698 -0.0019811414944325791 -0.00093727931137323921 0.0041266760438257175 0.0021935397045140378 0.022358900646998789 0.0052239130131342716 -0.002220596815767484 leaf_weight=2415.2702790544135 1197.7702615819871 334.08363472111523 175.8244951851666 763.47811658680439 1031.3306876665447 691.7408952973783 1421.1099717952311 325.77867515012622 495.24057564768009 389.17819836572744 108.50815198221244 0.1498549128882577 0.39981392608024124 2.0144107842352241 1687.1758907958865 2055.7575282226317 414.83116092160344 251.36438883841038 4.4256709665060034 71.578092045150697 8.2225057594478113 631.44432154577225 41.171869040699676 519.04635815136135 143.69315298832953 283.32312397193164 2741.2377910641953 3.5878372676670542 144.98269052989781 58.576696429401636 leaf_count=482063 10009 9783 7112 12664 99356 27207 9464 2659 41522 21110 8488 24 34 163 9627 115548 5097 3995 34 715 48 5794 3897 4703 1720 2688 22700 21 2395 540 internal_value=0 0.00213439 0.00064552 -0.000130366 -0.0074854 0.000626733 0.00277932 0.000802281 -0.0050945 -0.00283288 -0.00387387 0.000410728 0.00744754 0.0519631 -0.000767799 0.00956578 0.00388564 -0.0047794 -0.00633975 -0.00184384 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2.5000000000000004 1.9550000000000003 -37.499999999999993 4.9450000000000012 -35.499999999999993 3.5950000000000002 5.3050000000000006 -339.49999999999994 4.8650000000000011 0.6453654552878727 0.64729990356798472 -64.499999999999986 0.86696165191740426 -62.499999999999993 0.11180555555555556 -63.499999999999993 15.500000000000002 28.500000000000004 6.5000000000000009 6.7350000000000012 5.3650000000000011 5.3550000000000013 0.4663841807909605 0.97385509227614497 -30.499999999999996 7.6450000000000005 5.4750000000000005 0.50155279503105599 decision_type=10 10 10 8 8 10 10 10 10 10 10 2 2 8 2 10 2 10 8 10 10 10 10 10 2 2 8 10 10 2 left_child=1 3 4 -1 28 7 11 24 -4 -10 -9 -7 -13 14 -3 16 -15 18 -11 -20 21 22 23 -19 -6 -26 -23 -8 29 -2 right_child=2 13 8 -5 5 6 27 10 9 17 -12 12 -14 15 -16 -17 -18 20 19 -21 -22 26 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0026168829464713029 0.00051298628648478056 -0.0011884469938418525 -0.0032287202767874723 0.0061154142020142053 -0.00039833073534156663 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58.750065868953243 7.0404593022540212 1197.6599516798742 111.44009650032967 0.7862076060846438 41.783303356147371 2234.4737109749112 2988.1955904739443 leaf_count=17690 130414 16436 65471 57014 19332 50524 21915 47334 16748 57657 9528 319 28138 447 2117 12458 473 441 35 29 8679 2140 4393 129 30247 2123 13 15987 113578 179371 internal_value=0 0.00241974 -0.000481981 0.00488297 -0.000303179 -0.00095873 -0.00393754 9.38894e-05 -0.00182909 -0.000729106 -0.00102862 -0.00559013 -0.00330703 0.000504458 -0.000532276 0.0019682 0.00994197 -0.00174716 -0.00261003 0.0665459 0.00206427 0.00396037 -0.000221981 0.0144204 0.000873195 0.00173145 0.00919389 -0.000241545 8.41396e-05 -0.000221637 internal_weight=0 3019.46 15334.4 1320.79 13537.5 5027.8 1312.78 3715.02 1796.84 1006.13 1522.3 907.157 333.601 1698.67 994.374 704.292 50.9994 773.373 630.609 0.892765 142.764 123.441 68.6109 9.86082 2192.72 1309.1 54.8302 405.618 8509.73 6275.25 internal_count=911180 106635 804545 74704 648810 225447 116883 108564 155735 90264 56862 78981 28457 31931 18553 13378 920 73516 57721 64 15795 7116 4963 570 51702 32370 2153 37902 423363 309785 is_linear=0 shrinkage=0.01 Tree=531 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 10 1 1 10 11 10 10 10 11 10 1 1 10 11 11 4 11 4 11 10 11 10 10 10 10 split_gain=2901.59 1568.3 193.994 181.56 163 80.2768 62.164 59.4533 54.0464 40.1213 31.629 29.9559 29.7211 29.2049 27.1067 58.7603 122.092 28.585 26.928 23.7131 23.3661 22.4826 21.4326 20.2911 19.4346 17.9847 16.6852 16.6621 16.0373 26.5969 threshold=0.00025326936156485003 0.99989646673202526 0.8784809708595277 -390.49999999999994 5.1029428504989491e-06 3.3250000000000006 -3.4999999999999996 -7.4999999999999991 1.3750000000000002 0.015218299813568552 5.8950000000000005 5.7250000000000005 5.1050000000000013 0.18897357583045957 6.1150000000000011 -59.499999999999993 -53.499999999999993 6.1550000000000011 0.99998754262924205 0.98755538463592529 28.500000000000004 0.99766892194747936 19.500000000000004 0.0055486904457211009 3.1150000000000007 7.0975467679090811e-05 4.8650000000000011 8.3400000000000016 2.5450000000000004 2.5750000000000006 decision_type=2 2 2 10 2 10 8 8 10 2 10 8 10 2 10 10 10 10 2 2 10 2 8 2 10 2 10 10 10 10 left_child=4 2 3 9 -1 23 14 10 -8 24 25 12 -11 22 19 17 21 -16 -3 26 -19 -17 -7 -5 -2 -6 -4 -26 -25 -30 right_child=1 18 6 5 7 13 8 -9 -10 11 -12 -13 -14 -15 15 16 -18 20 -20 -21 -22 -23 -24 28 27 -27 -28 -29 29 -31 leaf_value=-0.009137085607735242 -0.0027742241661867805 0.0069129390721719619 0.0019436231789075593 -0.0023419938914977637 -0.0055249196471750138 -0.00133922508017386 0.0064517018636219975 -0.0079897984575160261 -5.5392508813147723e-05 -0.0019697838907781619 0.00040411725970345829 0.0015979603845513654 -0.0076067872194846347 0.0023644966796135779 0.010277663759963876 -0.016516537060789486 0.0022563131285928198 0.0054264274318103932 0.0099852746767835326 0.0064757158067561904 -0.00044562583376537228 -0.036414361360987114 0.0011196009090794555 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0.00302897 -0.00506542 0.000983546 -0.00266315 -0.0038478 -0.00183478 -0.00240849 0.00139569 0.00417817 0.00204257 -0.00444247 0.00410222 0.00955426 0.00492778 0.00271586 -0.0216302 0.000798982 -0.000906551 -0.00501902 -0.00447882 0.0037055 -0.00663777 -0.000253039 0.000747408 internal_weight=0 14280.8 11915.4 9270.86 4061.09 7214.97 2644.59 1669.67 951.34 2055.89 1178.84 1521.06 1303.24 5051.93 1693.25 439.923 106.041 333.882 2365.34 1253.33 272.669 29.7385 3126.34 2163.04 534.833 1026.5 700.33 310.748 1486.35 771.074 internal_count=911180 275633 150302 120411 635547 83317 29891 153484 14069 37094 111962 17273 14986 64820 15822 4603 821 3782 125331 11219 2497 136 55703 18497 19821 99356 4799 17831 8317 4550 is_linear=0 shrinkage=0.01 Tree=532 num_leaves=31 num_cat=0 split_feature=5 4 5 1 1 5 5 3 1 1 1 5 1 3 3 5 3 1 1 1 1 4 1 3 3 4 3 1 3 3 split_gain=63.5042 22.1737 13.8503 24.5681 29.5589 41.8458 24.4975 60.617 15.3123 18.4435 40.3705 15.9907 43.4768 17.902 25.7423 14.6445 21.7041 13.3791 19.5468 32.0628 15.4032 21.7329 16.1832 12.6717 45.3934 31.0001 17.6892 34.1975 22.5899 29.048 threshold=2.5000000000000004 42.000000000000007 5.5000000000000009 -35.499999999999993 -63.499999999999993 12.500000000000002 15.500000000000002 0.70396452790818997 -310.49999999999994 -361.49999999999994 -353.49999999999994 3.5000000000000004 -38.499999999999993 0.88944444444444459 0.87577160493827166 7.5000000000000009 1.0000000180025095e-35 -122.49999999999999 -192.49999999999997 -196.49999999999997 -41.499999999999993 22.500000000000004 -45.499999999999993 0.4817045961624275 0.50952467343976793 29.500000000000004 0.8185736677115989 -63.499999999999993 0.90943267259056748 0.94469928644240586 decision_type=10 10 10 10 8 10 8 2 8 10 10 10 10 2 2 10 2 8 10 10 10 10 10 2 2 8 2 8 2 2 left_child=1 17 8 4 6 15 -4 -8 9 -2 -11 13 -13 14 -10 -6 -17 18 19 -1 22 -22 23 25 -25 -19 -26 28 -28 -30 right_child=2 -3 3 -5 5 -7 7 -9 11 10 -12 12 -14 -15 -16 16 -18 20 -20 -21 21 -23 -24 24 26 -27 27 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61.80452542193234 18.128791423980147 51.083488385658711 24.694605584954843 1712.8375385953113 821.31734593701549 54.497926484560594 206.54772977298126 1528.8946516057476 436.47533921850845 1480.8916680682451 3280.5469172289595 2921.0576030153316 223.79985194769688 832.12754051620141 104.52934681414627 568.22971907095052 leaf_count=122579 4628 265 5306 348 2531 8997 77 27 49664 1073 9075 66004 1767 6062 560 1915 1399 69909 57327 2174 23481 62266 17175 58383 168186 103442 13013 31653 6257 15637 internal_value=0 0.000197214 -0.00172612 4.6412e-05 0.000522022 0.00347341 -0.00236432 0.0397341 -0.00213354 0.00050571 0.00229525 -0.00250558 -0.00357722 -0.00141383 -0.000898439 0.00548286 0.00242078 0.000188108 -0.000408221 7.61284e-05 0.000325291 -0.000553184 0.000457167 0.000383054 0.000668243 -1.63754e-05 0.000213521 0.00103214 0.00238716 0.00147164 internal_weight=0 16364.6 1917.88 358.44 346.988 171.561 175.427 1.37146 1559.44 192.666 144.369 1366.77 689.742 677.032 615.228 147.194 75.7781 16354.6 3058.68 2237.36 13295.9 1735.44 11560.5 11124 6490.13 4633.9 5009.23 1728.69 896.559 672.759 internal_count=911180 751747 159433 20600 20252 14842 5410 104 138833 14776 10148 124057 67771 56286 50224 5845 3314 751482 182080 124753 569402 85747 483655 466480 293129 173351 234746 66560 34907 21894 is_linear=0 shrinkage=0.01 Tree=533 num_leaves=31 num_cat=0 split_feature=10 1 10 5 1 10 1 6 10 10 6 10 1 1 1 6 1 5 6 10 5 6 10 6 40 10 10 10 1 5 split_gain=205.383 138.691 36.271 35.3902 33.3649 153.032 79.0924 49.8481 35.6221 31.4233 30.8396 26.8338 33.7068 25.1963 34.4453 36.3735 24.5956 36.6031 38.7148 36.203 31.7394 30.8285 24.7936 23.6925 23.1026 22.1584 21.9201 21.7563 26.9799 21.6015 threshold=2.1250000000000004 -361.49999999999994 1.9550000000000003 2.5000000000000004 -37.499999999999993 4.9450000000000012 -35.499999999999993 105.50000000000001 7.5550000000000006 3.2650000000000001 152.50000000000003 5.3050000000000006 -339.49999999999994 -64.499999999999986 -62.499999999999993 97.500000000000014 -63.499999999999993 15.500000000000002 26.500000000000004 9.7700000000000014 6.5000000000000009 2.5000000000000004 5.455000000000001 63.500000000000007 1.0000000180025095e-35 7.6450000000000005 4.8650000000000011 5.8750000000000009 -19.499999999999996 4.5000000000000009 decision_type=10 10 8 10 8 10 10 2 10 10 2 10 10 10 10 2 10 8 2 10 10 2 10 2 2 10 10 10 10 10 left_child=1 2 -1 4 7 9 -7 24 -9 10 -6 -5 23 -3 -15 -16 17 18 -14 -19 21 29 -20 -13 -2 27 -11 28 -8 -18 right_child=3 13 -4 11 5 6 25 8 -10 26 -12 12 16 14 15 -17 20 19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0025798625322069973 0.00038966103036355344 -0.00052952371627790022 0.0060628751706567931 -0.0031805316345405754 0.00067418604790921556 -0.0055463145848207518 -0.002043765752536124 -0.0025866465972303387 0.0038333604424346337 -0.0011815962050986321 0.005567723506776443 0.0039242040558541708 -0.00088162983394551918 0.0098768778852855593 0.00073525377068274478 0.010751948717614809 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920 11842 616 699 30 4590 34 8679 6202 31002 5494 717 15987 9528 1810 4404 215 internal_value=0 0.00238693 0.00483209 -0.000474356 -0.000299236 -0.000947126 -0.00389457 8.24738e-05 -0.00198823 9.09196e-05 0.00106737 -0.00179717 -0.000711107 0.000497213 0.00194666 0.00132794 -0.00171824 -0.00256741 -0.0026644 0.0575725 0.00204826 0.00390312 -0.00613059 0.00263389 0.000366032 -0.000218892 -0.000779072 0.000569588 -0.000437227 -0.00427535 internal_weight=0 3001.54 1308.47 15277.4 13491.4 5001.74 1302.73 8489.63 1022.53 3699.01 1742.86 1786.04 1000.53 1693.07 702.021 651.213 768.999 627.522 626.512 1.0104 141.476 122.665 212.79 231.536 7467.1 403.906 1956.14 362.792 310.335 33.5021 internal_count=911180 106635 74704 804545 648810 225447 116883 423363 94421 108564 42114 155735 90264 31931 13378 12458 73516 57721 57657 64 15795 7116 35592 16748 328942 37902 66450 21915 20105 914 is_linear=0 shrinkage=0.01 Tree=534 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 1 11 11 11 2 11 11 11 2 1 1 1 11 7 1 1 1 2 2 2 11 2 1 1 split_gain=2855.3 1552.5 190.486 178.775 163.253 61.2785 59.152 53.6793 39.5577 27.1481 20.6881 20.278 15.0183 13.5578 13.4443 18.1999 26.8741 13.664 12.8819 12.4699 11.9921 15.6928 22.1727 14.5012 30.0998 19.4974 11.0649 11.0092 10.7022 27.2149 threshold=0.00025326936156485003 0.99989646673202526 0.8784809708595277 -390.49999999999994 5.1029428504989491e-06 -3.4999999999999996 -7.4999999999999991 0.020015737973153553 0.015218299813568552 0.99998754262924205 0.88478556841388711 0.99473056197166454 6.4727209974080338e-05 8.8294510192099562e-07 0.87585616438356173 -48.499999999999993 -75.499999999999986 -64.499999999999986 0.99894970655441295 1.0000000180025095e-35 -39.499999999999993 -22.499999999999996 -21.499999999999996 0.65419580419580436 0.36319073083778969 0.43190909090909096 0.2688089013099671 0.88956639566395668 -63.499999999999993 -62.499999999999993 decision_type=2 2 2 10 2 8 8 2 2 2 2 2 2 2 2 10 10 10 2 10 10 10 10 2 2 2 2 2 10 10 left_child=4 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1712.2519197328947 693.22989217797294 683.62631987128407 486.45430710422806 2257.1693620346487 1517.3118459852412 2011.1824267315678 1.0229423269629467 628.41089326702058 480.70238710334525 710.99580808996689 156.19296786189079 54.561425928026438 40.083192687481642 52.964446771889925 198.39301072247326 1.2030917406082142 275.12663728464395 2.3509677210822693 63.426551712211221 1.113317748531699 0.86120531614869866 1.1905824793502686 1958.1477794311941 65.960529640316963 44.662514572031796 592.43487732112408 leaf_count=365205 19821 9783 7629 38438 80908 7945 41522 15121 17273 115548 11 8193 31054 116858 815 271 197 267 4819 6 5396 37 1333 22 16 27 9358 1294 580 11433 internal_value=0 0.00209783 0.000633462 -4.15665e-05 -0.00743953 0.00300483 -0.0050358 0.000698897 -0.002648 0.00954264 0.000971802 0.00414793 -0.00382079 -0.00912623 0.00136501 -0.000666709 -0.00181188 -0.00606626 0.000564918 -0.000418226 -0.000432604 -0.0021762 0.00209008 0.0213204 0.0294737 0.057462 0.00151143 0.00632954 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14685 12884 1357 850 1801 19821 4118 265 7709 4643 9464 is_linear=0 shrinkage=0.01 Tree=536 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 1 1 11 11 11 11 6 6 11 3 3 1 3 3 6 1 0 6 3 1 38 28 3 11 1 split_gain=2776.83 1525.84 184.284 163.785 154.347 77.1032 58.6277 43.3633 34.6756 27.5442 26.9249 27.5014 22.3879 21.4305 18.7108 17.727 17.4642 16.2817 15.518 15.3203 14.0082 21.2842 25.8743 28.9817 17.3728 14.4451 13.8909 13.8325 13.7856 13.2994 threshold=0.00025326936156485003 0.99989646673202526 0.51461192965507518 5.1029428504989491e-06 -390.49999999999994 -4.4999999999999991 -7.4999999999999991 0.98755538463592529 0.011652591172605703 0.99998754262924205 0.015218299813568552 158.50000000000003 317.50000000000006 0.98755538463592529 0.31281565656565663 0.98004975124378124 -122.49999999999999 0.73368794326241138 0.50952467343976793 13.500000000000002 -252.49999999999997 1.0000000180025095e-35 1.5000000000000002 0.51739261947973392 -216.49999999999997 1.0000000180025095e-35 1.0000000180025095e-35 0.98286867204695538 8.8294510192099562e-07 -54.499999999999993 decision_type=2 2 2 2 10 8 8 2 2 2 2 2 2 2 2 2 8 2 2 2 10 2 2 2 10 2 2 2 2 8 left_child=3 2 4 28 10 7 19 -4 -6 -3 18 -12 -9 -7 26 -13 -14 -18 -2 -5 21 22 23 -16 -22 -25 -10 -21 -1 -28 right_child=1 9 5 6 8 13 -8 12 14 -11 11 15 16 -15 20 -17 17 -19 -20 27 24 -23 -24 25 -26 -27 29 -29 -30 -31 leaf_value=-0.0096123218259718188 -0.0035567948430455655 0.0068259235559974011 0.0024390063580133976 -0.0046539664537239046 -0.00055538708335067821 -0.00062835995008688524 -0.0079275638669212695 0.0054576235114051656 -0.00038981241688320158 0.0099651591235332213 -0.0025982383639435143 0.0025191166629882924 -0.016865966421948649 0.0019157129649077912 0.012833217346502503 0.022378662665637674 0.0062999526959288885 -0.016613349453059711 -0.0070686176839893757 -0.002690791864231224 -0.0028906711424222463 -0.0025673301454564234 0.001935466806318102 0.0025853898564011852 0.0013389681252449182 0.020869744853649834 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647.24004849046469 59.599554281681776 431.92703727725893 245.53873467072845 693.83612955664285 709.43476821202785 191.90216547809541 86.21914308751002 442.43544517830014 545.51961105922237 323.12731209397316 15.732841448858379 7.3710041046142569 8.2876418996602279 286.34853482060134 leaf_count=365205 19533 9783 6620 31996 41509 14069 41522 19408 4539 115548 1445 142 301 7115 1424 3264 374 55049 1312 116858 19973 3623 1696 3971 7339 1633 199 38 288 15404 internal_value=0 0.00204792 0.000615858 -4.17858e-05 -0.00737753 0.00293712 -0.00495702 0.00067673 -0.00258278 0.00950964 0.00406205 0.001285 -0.0042164 0.00451887 -0.0017768 0.00132537 0.00169689 -0.00374841 0.000323736 -0.00909749 -0.000412188 1.37978e-05 -0.00219571 -0.00208118 -0.0027307 0.0015078 -0.00811884 -0.00070487 -0.00490419 -0.00462805 internal_weight=0 14155.8 11876.5 9254.53 3940.34 2621.93 1636.83 7214.49 2040.04 2279.34 1674.86 236.593 65.0904 1438.27 1514.28 4521.27 3298 1161.15 1223.28 2303.51 2693.22 1983.78 278.121 1418.05 975.616 568.666 47.6012 654.611 525.754 729.22 internal_count=911180 275633 150302 120411 635547 29891 153484 83317 37094 125331 15822 2087 642 13735 17273 26029 19782 111962 6247 482063 57288 37315 5319 15849 11878 2945 341 3302 19821 56913 is_linear=0 shrinkage=0.01 Tree=538 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 1 10 10 1 11 10 10 6 3 6 6 11 10 1 1 10 6 6 3 3 6 10 3 6 11 split_gain=2700.33 1499.52 178.09 164.289 148.888 74.4856 67.6332 62.5019 58.0983 42.4655 41.426 31.0857 28.701 42.0963 29.3383 75.0622 27.9385 25.1938 36.554 114.615 24.4652 25.0193 23.9035 23.3717 25.7663 23.129 22.3426 27.5432 29.2436 21.3608 threshold=0.00025326936156485003 0.99989646673202526 0.51461192965507518 5.1029428504989491e-06 -390.49999999999994 -4.4999999999999991 1.3750000000000002 3.7350000000000008 -7.4999999999999991 0.98755538463592529 3.9650000000000003 5.8950000000000005 37.500000000000007 0.3686367558239862 90.500000000000014 96.500000000000014 0.99998754262924205 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1627 17 10338 973 170 7817 internal_value=0 0.00203143 0.000610073 -0.0073567 -0.00031373 0.00223426 0.000340659 0.000407958 -0.00493079 0.00314833 -0.0030405 -0.00372441 0.000507991 0.007293 0.0436339 0.0737607 0.00949858 0.00509649 0.00257429 -0.00348378 -0.00532848 0.00515392 0.00556472 -0.000903818 0.00210178 0.00484504 0.00239729 -0.00120391 -0.00680771 -0.00124788 internal_weight=0 14128.5 11869.2 3912.14 7565.9 4303.32 1400.99 5982.52 1629.12 2902.32 1583.38 1156.97 150.901 44.1173 2.97273 1.54857 2259.28 807.566 265.724 72.4465 527.642 21.3637 210.575 2260.06 232.145 193.277 2094.76 159.19 56.5514 2027.91 internal_count=911180 275633 150302 635547 110708 39594 17774 77316 153484 21820 33392 111962 12606 4118 227 122 125331 9927 3508 637 24030 255 7630 21796 1755 2871 11893 1555 582 20041 is_linear=0 shrinkage=0.01 Tree=539 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 10 1 1 10 11 5 10 10 10 3 10 11 10 1 1 5 3 11 3 3 11 11 10 10 1 split_gain=2662.85 1486.46 175.559 167.594 164.521 78.7761 57.8287 51.5465 56.1378 41.1891 39.4873 30.6854 30.5739 29.6319 28.1835 32.1048 28.1349 26.3255 52.4352 118.867 45.68 21.4621 20.6912 20.4731 22.6624 20.1067 19.4397 22.8423 29.8438 21.329 threshold=0.00025326936156485003 0.99989646673202526 0.94052824378013633 -390.49999999999994 5.1029428504989491e-06 3.3250000000000006 -7.4999999999999991 -8.4999999999999982 2.5750000000000006 0.015218299813568552 1.5000000000000002 5.8950000000000005 5.7250000000000005 4.9050000000000011 0.23123827392120072 5.8350000000000009 0.99998754262924205 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 0.091229193341869366 0.99766892194747936 0.86984754376058737 0.88029850746268667 0.3781151175498963 0.0055486904457211009 2.5450000000000004 2.5750000000000006 -89.499999999999986 decision_type=2 2 2 10 2 10 8 8 10 2 10 10 8 10 2 10 2 10 10 10 10 2 2 2 2 2 2 10 10 10 left_child=4 2 3 9 -1 23 11 17 -9 -2 14 -6 13 -11 15 -7 -3 -4 20 22 -19 -13 -20 26 -25 -16 -5 29 -29 -28 right_child=1 16 7 5 6 10 -8 8 -10 12 -12 21 -14 -15 25 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31 leaf_value=-0.0090780048401506736 -0.0048540422192280318 0.0067418435895479079 0.0053156849591934488 -0.0026392447628083219 -0.0043338817958666698 0.0011153386751537153 -0.0078664830533115241 0.0057633441128648833 -0.00033242639006916119 -0.001608808924469865 7.7612762816947332e-05 -0.0075729177007676923 0.0016856226693464644 -0.0057797168483640108 0.0019216141495278524 -0.004768799773231378 0.0099450625904318659 0.0069041780509416463 -0.016267495704537276 0.0030697597357094569 -0.0018241299090310194 0.0022623812942188059 -0.03549794337311063 0.012497271747391347 0.0010627975376009736 0.003787743177777963 -0.0055984587049779343 0.0074675831708647979 0.00011340901344206591 -0.00098566572043025705 leaf_weight=2262.7224808152532 522.2702652355656 319.9010149682872 943.57439610268921 616.33761345408857 1001.8528671390377 842.66976327449083 468.66609039809555 202.08642858173698 598.52642663568258 1224.7206886475906 1587.1344977430999 27.023711923742667 237.69492154940963 197.84952890500426 1988.6404456892051 104.19178008567542 1919.5049113659188 201.79945315234363 20.080369234085087 65.007300429046154 85.308199848979712 123.96251616813242 7.7562352046370497 18.952446622774005 202.84933034703135 813.58667020499706 123.25731113553047 60.214650496840477 660.027623526752 536.79557389765978 leaf_count=482063 19821 9783 9411 9472 99356 6810 41522 8114 4701 10200 24738 1224 2669 5683 30378 710 115548 2530 89 630 1001 11382 39 139 1468 3723 682 375 3989 2930 internal_value=0 0.00201515 0.000604379 3.61554e-05 -0.00733579 0.000741313 -0.00490462 0.00320915 0.00120624 -0.00240469 0.00139972 -0.00370052 -0.00163419 -0.00218889 0.00195942 0.000467853 0.00948748 0.00442074 0.00219821 -0.00433449 0.00431074 0.000502047 -0.0216258 -0.000842425 0.00203985 0.00246342 -0.00116261 -0.000503255 0.000728242 -0.00184705 internal_weight=0 14100.7 11861.3 9737.19 3884.23 7554.66 1621.51 2124.14 800.613 2182.54 5336.22 1152.84 1660.27 1422.57 3749.09 946.862 2239.41 1323.53 379.952 92.8439 287.108 150.986 27.8366 2218.43 221.802 2802.23 1996.63 1380.3 720.242 660.053 internal_count=911180 275633 150302 123787 635547 85414 153484 26515 12815 38373 66359 111962 18552 15883 41621 7520 125331 13700 4289 758 3531 12606 128 19055 1607 34101 17448 7976 4364 3612 is_linear=0 shrinkage=0.01 Tree=540 num_leaves=31 num_cat=0 split_feature=10 1 10 1 10 1 10 6 10 10 6 2 1 6 2 1 10 2 10 1 2 1 6 2 10 6 6 1 10 6 split_gain=184.73 131.956 34.4555 33.6839 69.0504 51.1473 49.4053 50.6044 45.959 67.7519 32.3836 40.5746 30.5282 28.9914 27.7113 26.9883 26.1311 28.6943 25.6311 24.3599 39.741 34.1067 36.0651 32.8191 23.99 32.724 32.6508 22.6806 27.1517 34.6643 threshold=2.1250000000000004 -361.49999999999994 1.9550000000000003 -122.49999999999999 3.2650000000000001 -192.49999999999997 5.1350000000000007 1.5000000000000002 4.9450000000000012 5.3350000000000009 142.50000000000003 0.019324122479462254 -281.49999999999994 152.50000000000003 0.25092592592592594 -282.49999999999994 4.8650000000000011 0.51869322152341024 4.8950000000000005 -64.499999999999986 0.73368794326241138 -62.499999999999993 97.500000000000014 0.98936170212765973 5.3650000000000011 3.5000000000000004 1.0000000180025095e-35 -125.49999999999999 4.995000000000001 17.500000000000004 decision_type=10 10 8 10 10 8 10 2 10 10 2 2 10 2 2 10 10 2 10 10 2 10 2 2 10 2 2 8 10 2 left_child=1 2 -1 4 12 6 -6 -8 16 27 24 -12 13 14 -2 -15 17 -7 -18 20 -3 23 -23 -21 26 -26 -11 -10 29 -29 right_child=3 19 -4 -5 5 8 7 -9 9 10 11 -13 -14 15 -16 -17 18 -19 -20 21 -22 22 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.0025035292702739499 -0.0014901903460840839 0.00058403075145466382 0.0059541713790164296 3.5765806753006197e-05 -0.0020464992715573155 -0.00075126306367714088 0.0033056826949554108 -0.00055703453210098207 -0.0026588240959058685 0.0077783977161821486 0.020699536480199364 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48.623976040864363 leaf_count=17690 8119 14695 57014 366179 70113 39283 17009 84613 17288 1654 99 18154 4137 3203 29950 11 3582 19252 6440 552 3858 11842 616 368 27725 30978 2304 4045 46939 3468 internal_value=0 0.00229299 0.00472923 -0.000452837 -0.000912397 -0.00143218 -0.000335548 0.000829931 -0.00221802 -0.00344805 -0.00166108 -0.0073857 0.000806078 0.0012086 0.000810482 0.00565153 -0.00113736 -0.00158381 0.00204274 0.000443409 -0.000574273 0.00188135 0.00125892 0.00982419 -0.00104462 -0.00160608 0.00411304 -0.00579278 -0.00682759 -0.00246419 internal_weight=0 2928.45 1263.8 15001.1 7730.31 5935.12 2477.6 1473.72 3457.52 1617 917.641 89.2101 1795.2 1639.03 1504.24 134.791 1840.52 1613.93 226.581 1664.65 974.77 689.88 639.747 50.1329 828.431 747.102 81.3296 699.359 525.757 112.18 internal_count=911180 106635 74704 804545 438366 392946 171735 101622 221211 152654 80914 18253 45420 41283 38069 3214 68557 58535 10022 31931 18553 13378 12458 920 62661 58703 3958 71740 54452 7513 is_linear=0 shrinkage=0.01 Tree=541 num_leaves=31 num_cat=0 split_feature=10 1 10 5 1 10 1 10 2 3 3 2 2 10 2 1 2 1 2 3 3 3 1 1 5 10 10 10 40 3 split_gain=181.298 130 34.154 33.1917 31.8843 139.9 76.5449 28.1402 27.8786 26.3233 35.1591 34.5044 37.1223 25.6192 24.4285 23.8772 38.9942 33.4727 32.2819 23.7765 28.2968 53.1277 44.1438 43.377 22.0108 47.4514 42.0623 24.9796 21.7935 21.3445 threshold=2.1250000000000004 -361.49999999999994 1.9550000000000003 2.5000000000000004 -37.499999999999993 4.9450000000000012 -35.499999999999993 3.5950000000000002 0.26344707923655292 0.6453654552878727 0.64729990356798472 0.61138079827400227 0.61572802197802212 4.8650000000000011 1.0000000180025095e-35 -64.499999999999986 0.73368794326241138 -62.499999999999993 0.98936170212765973 0.86696165191740426 0.67806351061757264 0.66349106014087067 -65.499999999999986 -65.499999999999986 1.5000000000000002 5.4650000000000007 4.995000000000001 4.9850000000000012 1.0000000180025095e-35 0.91331186258722508 decision_type=10 10 8 10 8 10 10 10 2 2 2 2 2 10 2 10 2 10 2 2 2 2 10 10 10 10 10 10 2 2 left_child=1 2 -1 4 28 7 9 14 -5 11 -11 -7 -13 -9 -6 16 19 18 -17 20 21 -3 -23 -22 26 -26 27 -12 -2 -27 right_child=3 15 -4 8 5 6 -8 13 -10 10 24 12 -14 -15 -16 17 -18 -19 -20 -21 23 22 -24 -25 25 29 -28 -29 -30 -31 leaf_value=0.002481178016626315 0.00011807591352329859 -0.00024921557356519789 0.0059205465866111985 -0.00022199169580512044 -0.0015519828424695439 -0.0083991735020747735 -0.00014793971879082954 -0.0015597733184745785 -0.0027924583948645411 0.024261357338375773 -0.0068130915311312599 0.015407774954574715 -0.0041459157050271322 0.0020026498441360219 0.0013000215999667045 0.0027040670434141491 -0.0040576817862989075 0.0012463232967390833 0.018902160110535644 0.005116397612062785 0.00068701102395485076 0.0010751982257596953 0.01752129897768178 -0.009881883127430725 -0.0071521813704233496 0.0021507484076965884 -0.0075242489854523498 0.0078081040030996531 -0.012009261737058812 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0.00186266 0.0097354 0.000578168 -0.000136155 0.00108724 0.009463 -0.00378612 -0.00357207 0.000731929 -0.00520015 0.00274102 9.65781e-05 0.00771327 internal_weight=0 2924.12 1259.76 14994.1 13247 4872.95 1261.82 3611.13 1747.09 865.425 318.72 546.705 159.648 1479.31 2131.83 1664.36 974.527 689.835 50.0847 733.443 633.698 474.616 65.3098 159.082 314.115 86.2099 227.905 51.5986 8374.09 45.7227 internal_count=911180 106635 74704 804545 648810 225447 116883 108564 155735 78981 28457 50524 12970 56862 51702 31931 18553 13378 920 14695 12578 8519 1008 4059 28138 7712 20426 2994 423363 2743 is_linear=0 shrinkage=0.01 Tree=542 num_leaves=31 num_cat=0 split_feature=5 6 2 2 3 1 2 38 3 1 1 1 1 1 1 3 6 5 1 3 3 3 6 2 1 5 6 1 5 1 split_gain=57.2086 30.0872 43.6975 42.9551 41.6214 30.9813 25.5982 24.0686 20.5718 23.1295 20.0808 47.3482 25.5898 17.9374 29.5159 20.2284 17.8976 22.8695 43.3694 17.8047 20.8827 17.6253 21.9969 39.1117 28.8988 24.5972 29.3684 20.8014 47.4192 20.1967 threshold=2.5000000000000004 1.5000000000000002 0.040202020202020204 0.49844720496894418 0.48492424242424242 -125.49999999999999 0.26344707923655292 1.0000000180025095e-35 0.34514106583072107 -258.49999999999994 -64.499999999999986 -60.499999999999993 -79.499999999999986 -351.49999999999994 -361.49999999999994 0.88251725271114034 1.0000000180025095e-35 1.5000000000000002 -118.49999999999999 0.45488466757123475 0.45848997493734339 0.87577160493827166 212.50000000000003 0.21889880952380952 -35.499999999999993 5.5000000000000009 1.5000000000000002 -64.499999999999986 15.500000000000002 -36.499999999999993 decision_type=10 2 2 2 2 10 2 2 2 8 8 8 10 8 10 2 2 8 10 2 2 2 2 2 10 10 2 10 8 10 left_child=1 3 5 7 8 -3 13 -1 10 19 12 -12 -5 14 -2 21 17 -6 -19 -10 -21 22 24 -24 25 -15 29 28 -28 -27 right_child=6 2 -4 4 16 -7 -8 -9 9 -11 11 -13 -14 15 -16 -17 -18 18 -20 20 -22 -23 23 -25 -26 26 27 -29 -30 -31 leaf_value=-9.3055490588050418e-05 -0.0042952239647061422 -0.000699353242400677 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37.196111683733761 5.5290316836908442 7.4825549153611064 16.272222828818485 11.322913712123411 14.291199737577697 14.683431419776751 58.743996002478525 36.49021707708016 24.79745692841243 0.68950471514835854 2.1619112975895396 leaf_count=157622 1499 19967 427118 12470 12729 18190 102767 704 1985 24105 1778 36241 4128 28560 498 13032 26164 6082 1842 63 559 735 1306 780 657 1669 1368 6537 9 16 internal_value=0 0.000188811 -0.000263731 0.000603417 0.00141696 0.00154684 -0.00165872 -2.75122e-05 0.000596966 -0.00097027 0.00116812 0.00206385 -0.000162842 -0.000259391 0.00665003 -0.000596682 0.00280557 0.001434 0.0046291 0.00422144 0.0148604 0.000382455 6.66681e-05 0.00910622 -0.000394018 2.19603e-05 0.00389178 -0.000954493 0.00377681 0.00882329 internal_weight=0 16035.7 7667.09 8368.62 3655.32 1135.56 1871.64 4713.3 2298.2 613.834 1684.37 1006.79 677.573 769.685 35.8243 733.861 1357.12 559.297 159.953 75.2866 13.0116 544.485 528.213 25.6141 502.599 487.915 122.883 61.9772 37.1797 60.9059 internal_count=911180 751747 465275 286472 128146 38157 159433 158326 81329 26712 54617 38019 16598 56666 1997 54669 46817 20653 7924 2607 622 41637 40902 2086 38816 38159 9599 7914 1377 1685 is_linear=0 shrinkage=0.01 Tree=543 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 1 11 1 11 11 11 4 11 6 5 6 1 11 11 6 4 24 11 2 2 6 2 5 2 6 split_gain=2617.43 1475.79 175.474 153.496 127.411 89.6858 61.0695 51.5286 28.7368 28.3285 21.8289 19.1049 19.0073 19.0644 17.9062 24.1525 24.2944 17.299 15.3504 15.0271 14.8698 14.7956 14.2843 13.7595 17.395 13.6812 13.3965 13.026 12.9628 12.9079 threshold=0.00022280584380490002 0.99989646673202526 0.18897357583045957 5.1029428504989491e-06 -390.49999999999994 -1.0000000180025095e-35 0.94052824378013633 -348.49999999999994 0.98755538463592529 0.99998754262924205 0.0028879296733066002 16.500000000000004 0.0089773964136838514 202.50000000000003 3.5000000000000004 19.500000000000004 -63.499999999999993 0.99473056197166454 0.036334333941340412 13.500000000000002 42.000000000000007 1.0000000180025095e-35 8.8294510192099562e-07 0.88478556841388711 0.5325381140598533 497.50000000000006 0.43190909090909096 4.5000000000000009 0.44849690539345716 45.500000000000007 decision_type=2 2 2 2 10 8 2 10 2 2 2 8 2 2 10 2 10 2 2 2 8 2 2 2 2 2 2 10 2 2 left_child=3 2 4 22 12 6 25 -5 11 -3 -6 -7 -2 27 17 -16 28 -8 -15 -9 -12 -21 -1 24 -13 -4 -10 -14 -17 -23 right_child=1 9 5 7 10 8 14 19 26 -11 20 23 13 18 15 16 -18 -19 -20 21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0095910628960461045 -0.0051982967620324838 0.0067107436056178041 0.0018376684746769421 -0.0076923045052210686 -0.00098012013286310801 0.0059324042437673696 0.0036362039113297046 -0.0046589796906207149 0.00027052548724152141 0.00993780518232938 0.00050555499428032058 -0.00069876229360048292 -0.0031203611944995548 -0.0050609489372018899 0.0039369461631528213 -0.0034462120149661339 0.0054265163076172079 0.0060450843717267866 0.0095545392164456365 -0.0022493841627768798 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30.9 25.1886 18.2025 26.5753 16.1812 12.8372 12.5837 24.6562 18.7134 15.6316 12.4625 37.7225 29.1817 21.2253 17.1727 14.4872 14.3266 13.6121 12.7659 16.9187 12.1981 12.27 threshold=2.0250000000000004 1.0000000180025095e-35 4.3750000000000009 5.4450000000000012 0.80070921985815613 1.0000000180025095e-35 0.30048543689320389 0.51869322152341024 0.98936170212765973 0.48581488933601619 2.4350000000000005 2.6750000000000003 4.3550000000000013 5.0850000000000009 0.84248120300751894 0.85791925465838526 1.0000000180025095e-35 0.93235294117647072 0.31296641791044782 0.33460559796437661 0.18142633228840127 2.0250000000000004 0.59397644927536242 1.0000000180025095e-35 0.82683658170914553 0.38493064312736441 1.3750000000000002 1.5450000000000002 1.0000000180025095e-35 5.3550000000000013 decision_type=10 2 10 10 2 2 2 2 2 2 10 10 10 10 2 2 2 2 2 2 2 8 2 8 2 2 10 10 2 10 left_child=1 18 7 5 -5 14 13 9 -9 -2 -10 -12 -11 -7 -4 -16 17 -17 20 21 -1 -20 25 24 -24 -21 -27 -28 29 -19 right_child=2 -3 3 4 -6 6 -8 8 10 12 11 -13 -14 -15 15 16 -18 28 19 22 -22 -23 23 -25 -26 26 27 -29 -30 -31 leaf_value=0.0021001360579520289 -1.2814116042564868e-05 0.0038503399519375994 -0.0015138892502962464 0.00035852247886058612 -0.0021830053003087024 -0.00017141924879097767 -0.0025547079560694491 -0.0014089327631269788 -0.0042273747316367155 0.0017675354241446137 0.0085259123624711088 0.0012902604064279227 0.017985214907356783 0.011078409869423884 0.010432292964324734 -0.0050080036988859305 -0.0037910462407929487 0.0011504864224534154 0.00057949940650085037 -0.00057631417524409525 -0.0027335365603922647 0.011547872702392081 -0.0066971693977428458 0.0008130536833833717 0.0046717888256169876 0.004473965817682648 -0.0059178966312787972 0.0029279183500087774 0.016696654128337114 0.009332848661357895 leaf_weight=290.70714302128181 3321.4419540422969 1051.3339689024724 5261.3064784863964 3225.3974359602435 312.45166765153408 16.010863875737414 23.191976401954889 1269.7584732139949 43.469416776672006 885.3591225661803 62.55491245444864 269.21337210852653 6.1952907545492044 27.678188820136711 23.564709237078205 28.537232154514641 95.227051903959364 113.57243030145764 25.017331901006401 101.19497829768807 218.97995301242918 59.851900927722454 50.159690164029598 584.24913259875029 14.228241839446126 329.86492637498304 29.645202293992043 79.889386191032827 6.3082933251280329 21.853268223814666 leaf_count=11105 95437 44312 383009 230619 8621 674 1721 42001 1165 24079 1005 5776 189 701 1133 2547 4575 3060 812 2241 5476 1213 1006 20332 503 13887 600 2787 110 484 internal_value=0 0.00227402 -0.000434458 -0.000771619 0.000134063 -0.00134203 0.00365779 9.24708e-05 -0.000663876 0.000387792 0.00185731 0.00265454 0.00188023 0.00695565 -0.00140228 0.000629113 -0.000240983 0.00174445 0.00134496 0.00187362 2.3416e-05 0.00831467 0.00141396 0.000316925 -0.00418489 0.00273025 0.00349176 0.000533826 0.00310401 0.00247085 internal_weight=0 2835.12 15013.1 9155.1 3537.85 5617.25 66.881 5857.99 1645 4213 375.238 331.768 891.554 43.6891 5550.37 289.063 265.498 170.271 1783.79 1274.1 509.687 84.8692 1189.23 648.637 64.3879 540.594 439.4 109.535 141.734 135.426 internal_count=911180 104274 806906 637254 239240 398014 3096 169652 49947 119705 7946 6781 24268 1375 394918 11909 10776 6201 59962 43381 16581 2025 41356 21841 1509 19515 17274 3387 3654 3544 is_linear=0 shrinkage=0.01 Tree=545 num_leaves=31 num_cat=0 split_feature=10 1 10 1 10 1 10 6 10 10 6 3 1 3 10 6 10 1 10 6 6 1 3 6 1 3 10 10 1 1 split_gain=171.632 128.096 33.4495 32.543 65.2066 49.7794 48.3739 48.9283 44.241 66.3248 31.86 40.5515 29.7471 31.894 25.4019 25.0044 24.9823 24.835 23.2504 32.1364 31.739 23.1354 35.1976 32.9478 35.356 27.4643 23.1205 22.4066 84.2703 22.8679 threshold=2.1250000000000004 -361.49999999999994 1.9550000000000003 -122.49999999999999 3.2650000000000001 -192.49999999999997 5.1350000000000007 1.5000000000000002 4.9450000000000012 5.3350000000000009 142.50000000000003 0.98004975124378124 -281.49999999999994 0.96580946814728241 4.8650000000000011 152.50000000000003 4.8950000000000005 -282.49999999999994 5.3650000000000011 3.5000000000000004 1.0000000180025095e-35 -64.499999999999986 0.86696165191740426 97.500000000000014 -62.499999999999993 0.11180555555555556 4.5150000000000006 7.5550000000000006 -125.49999999999999 -125.49999999999999 decision_type=10 10 8 10 10 8 10 2 10 10 2 2 10 2 10 2 10 10 8 2 2 10 2 2 10 2 10 10 10 8 left_child=1 2 -1 4 12 6 -6 -8 14 -10 18 -12 13 15 26 -2 -16 -17 20 -20 -11 22 -3 24 25 -23 -7 29 -29 -21 right_child=3 21 -4 -5 5 8 7 -9 9 10 11 -13 -14 -15 16 17 -18 -19 19 27 -22 23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0024417091994806553 0.0011264308699448914 -0.0012381993042666851 0.0058609147243459262 4.378733515943658e-05 -0.0020113122736363982 -0.00092148083861482853 0.0032773688170316525 -0.00052658989594223083 -0.0057306827232583603 0.0077259672046880281 -0.0089772182452607738 0.020983828168908324 -0.0033933841830196087 -0.0046512682775734495 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38399 17009 84613 71740 1654 18157 96 4137 1632 3582 3166 6440 11 27725 7028 2304 447 2117 645 11842 444 20136 6690 28 17232 internal_value=0 0.00221973 0.00464131 -0.000436758 -0.000890169 -0.00139716 -0.000313992 0.000840934 -0.00217634 -0.00339111 -0.00161912 -0.00734632 0.000783432 0.00118203 -0.0011147 0.00151724 0.00202814 0.00566526 -0.00100805 -0.00156144 0.00409951 0.000398919 -0.000595122 0.00180242 0.0012618 0.00950133 -0.00155622 0.000692639 0.00549479 -0.000673755 internal_weight=0 2905.17 1246.88 14935.9 7684.92 5898.17 2467.71 1468.49 3430.46 1599.85 910.35 87.7672 1786.76 1631.1 1830.61 1542.46 225.493 132.811 822.583 742.17 80.4133 1658.29 970.749 687.54 648.017 48.2044 1605.12 341.479 75.641 265.838 internal_count=911180 106635 74704 804545 438366 392946 171735 101622 221211 152654 80914 18253 45420 41283 68557 39651 10022 3177 62661 58703 3958 31931 18553 13378 12733 891 58535 30978 6718 24260 is_linear=0 shrinkage=0.01 Tree=546 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 1 10 10 1 11 10 10 11 6 2 6 10 1 1 6 10 6 0 6 6 10 2 11 11 1 split_gain=2575.63 1459 172.508 153.712 147.082 70.6891 62.4713 60.0976 51.2299 41.2957 39.2808 33.304 28.5454 24.8079 67.3249 47.5829 24.662 35.4872 109.647 23.7192 23.0655 23.7021 22.8284 32.5516 22.5109 22.2586 28.9685 21.7169 21.1615 19.8715 threshold=0.00022280584380490002 0.99989646673202526 0.51461192965507518 5.1029428504989491e-06 -390.49999999999994 -4.4999999999999991 1.3750000000000002 3.9350000000000005 -7.4999999999999991 0.98755538463592529 3.9650000000000003 5.8950000000000005 0.99998754262924205 87.500000000000014 0.65419580419580436 96.500000000000014 6.1150000000000011 -57.499999999999993 -52.499999999999993 70.500000000000014 6.5450000000000008 57.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 340.50000000000006 2.4750000000000005 0.62470657276995312 0.0055486904457211009 0.0043998162727802515 -88.499999999999986 decision_type=2 2 2 2 10 8 10 10 8 2 10 10 2 2 2 2 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2.5000000000000004 1.7450000000000003 0.26344707923655292 4.3750000000000009 1.0000000180025095e-35 164.50000000000003 1.0000000180025095e-35 5.1150000000000011 4.995000000000001 45.500000000000007 44.500000000000007 0.49844720496894418 0.68772163120567387 1.0000000180025095e-35 9.7700000000000014 5.4850000000000012 26.500000000000004 26.500000000000004 22.500000000000004 5.8550000000000013 5.535000000000001 0.48130677847658981 0.51630627437079057 196.50000000000003 0.41476388168137007 5.2150000000000007 5.4150000000000009 decision_type=10 2 2 10 8 2 10 2 2 2 10 10 2 2 2 2 2 10 10 2 8 2 10 10 2 2 2 2 10 10 left_child=1 2 4 6 -1 -5 -2 9 17 11 -11 -8 13 -13 -12 -16 -6 18 20 23 28 24 -21 -20 27 -26 -3 -22 -9 -7 right_child=3 26 -4 5 16 29 7 8 -10 10 14 12 -14 -15 15 -17 -18 -19 19 22 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=6.593038772827252e-06 0.00023351880248768342 0.00047401604692193222 0.0063198226987870665 -0.00021296976451651084 0.004293900517309132 -0.004009381288500407 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387.64671584451571 1215.4050757593941 255.07614408945665 545.04389817127958 30.683771016076207 102.87283438560553 185.38808986381628 481.17964663635939 leaf_count=7568 156818 28519 32444 54624 34817 56343 44121 26386 48236 7848 8641 64300 33572 290 2177 2179 268 23458 3248 11067 49006 46567 14614 48955 9383 28417 658 7796 14026 44834 internal_value=0 0.00222355 0.00408654 -0.000423681 0.00285305 -0.00170268 -0.000256038 -0.000612538 -1.77895e-05 -0.00204389 0.000970586 -0.00256231 -0.00367286 -0.00288565 0.00345108 0.00650702 0.00400791 0.000213081 0.000292613 0.00128361 -0.000266611 0.000166925 0.00344148 0.000458334 0.000631443 0.00191546 0.000636696 -0.00010074 -0.00252815 -0.00273207 internal_weight=0 2817.27 1295.88 14958.9 834.802 1733.51 13225.4 7652.64 5406.26 2246.38 329.634 1916.75 1083.95 883.566 238.535 128.818 593.861 4998.66 4923.74 1776.18 3147.56 2641.23 491.374 1284.81 2203.27 800.12 1521.39 1403.15 506.323 1025.13 internal_count=911180 104274 75097 806906 42653 155801 651105 494287 331159 163128 20845 142283 98162 64590 12997 4356 35085 282923 259465 77884 181581 141169 25681 52203 94602 37800 29177 56802 40412 101177 is_linear=0 shrinkage=0.01 Tree=548 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 10 10 10 11 10 0 6 10 2 6 6 2 10 11 10 11 6 10 3 3 10 10 2 2 split_gain=2536.32 1444.61 169.684 153.894 62.4968 40.141 39.6614 29.6097 29.4146 28.7467 25.5713 23.0859 27.1384 22.2178 21.676 21.3729 21.1788 46.9181 24.8401 22.0764 20.4206 17.5916 17.3052 32.7343 22.9399 61.8275 63.3142 28.0419 28.274 22.4392 threshold=0.00022280584380490002 0.99989646673202526 0.8784809708595277 5.1029428504989491e-06 0.011652591172605703 3.3950000000000005 5.8950000000000005 4.7650000000000006 4.8650000000000011 0.99998754262924205 4.9050000000000011 1.0000000180025095e-35 1.0000000180025095e-35 8.8300000000000018 0.52404068423485917 507.50000000000006 37.500000000000007 0.63582887700534763 8.0200000000000014 5.9116524425917312e-05 4.1150000000000011 3.4846319977077662e-05 15.500000000000002 5.8550000000000013 0.67574992574992587 0.66349106014087067 6.1550000000000011 6.2150000000000007 0.72804314329738073 0.63582887700534763 decision_type=2 2 2 2 2 10 10 8 8 2 10 2 2 8 2 2 2 2 10 2 10 2 2 8 2 2 10 10 2 2 left_child=3 2 4 -1 7 -6 21 -2 -4 -3 -10 -7 13 20 -14 -12 -8 -18 -19 -20 -13 -5 -9 -24 25 27 -27 -25 29 -29 right_child=1 9 8 6 5 11 16 22 10 -11 15 12 14 -15 -16 -17 17 18 19 -21 -22 -23 23 24 -26 26 -28 28 -30 -31 leaf_value=-0.0090434809104985858 -0.0024932898901073013 0.0066488458351310646 0.0015309888893026244 -0.0066676431756311242 -0.00059912219080177976 0.0014570843654907962 -0.0025673714732923603 -0.0010777430556019462 0.0065018345133390975 0.0099237861185734327 0.0032628868621552231 0.0019201107862328955 0.0024597998617720842 0.021593193005151081 -0.0038024148015432585 -0.0082685435460286491 0.0026478328679581794 0.026304002224354403 0.14462685199457348 0.039042647689727705 -0.002967206597958026 -0.0043923252703498786 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17.9586 11.6958 12.7194 17.2202 15.7721 11.1885 28.4094 9.74704 9.43916 10.2005 9.36067 14.3191 16.7252 8.71751 12.0083 8.84809 threshold=0.00022280584380490002 0.99989646673202526 0.18897357583045957 5.1029428504989491e-06 0.97252115607261669 0.99998754262924205 0.0035319819580763002 3.4846319977077662e-05 42.000000000000007 353.50000000000006 8.8294510192099562e-07 0.26692111959287529 2.5000000000000004 3.5000000000000004 28.500000000000004 0.51363749070171105 1.0000000180025095e-35 0.68772163120567387 28.500000000000004 309.50000000000006 0.34556677890011228 1.5000000000000002 12.500000000000002 29.500000000000004 0.84248120300751894 45.500000000000007 75.500000000000014 0.82683658170914553 9.5000000000000018 16.500000000000004 decision_type=2 2 2 2 2 2 2 2 8 2 2 2 8 8 2 2 2 2 10 2 2 8 2 10 2 2 2 2 2 2 left_child=3 2 6 10 15 19 21 -5 22 13 -1 -11 -13 -6 -15 -4 18 -18 -17 -3 -21 -2 23 -8 -23 -26 -27 28 -20 -29 right_child=1 5 4 7 9 -7 8 -9 -10 11 -12 12 -14 14 -16 16 17 -19 27 20 -22 24 -24 -25 25 26 -28 29 -30 -31 leaf_value=-0.0095742216993338902 -0.0012315841410926282 0.0069947542846999456 0.0014136292266233518 -0.0060448436623403877 0.0038126861171566798 0.0099170292114089641 -0.0012620939198287546 -0.0038291483435659041 0.024985862180688184 -0.014272892178123673 -0.0077833781001653349 0.0030522228463678823 -0.017062935792806624 0.0028637809180254276 -0.0056139672066380254 -0.0023510170052655137 0.0079025172633785043 -0.0028934453032291364 -0.0010104858016545106 -0.028162338915953305 0.0066767672745368031 -0.0032093741451192461 0.00060743159329397479 -4.3440371574897022e-05 0.001632254314652167 -0.010483276042500395 0.074012947262495757 0.0027381421612065332 0.0021429590701176312 -0.0030644985413203914 leaf_weight=1516.7156151541276 1305.2824910408817 299.86180323641747 3103.778129260987 723.72668870235793 1513.61564572528 1835.9444868043065 1051.0651672179811 797.25178904575296 2.4341412708163253 8.1483514793217164 656.22390451841056 23.369305392727259 3.6221502274274817 92.008400419726968 34.302427053451538 230.54886545427144 45.999680086970329 21.765439435839653 412.35044064931571 3.2382350116968146 8.4438409246504289 459.40161213162355 1123.064676579088 1982.1100042155012 22.5228430707939 0.38696657121181388 0.59362435340881348 237.22496161609888 170.76507862843573 29.551922604441643 leaf_count=365205 38264 9647 19109 88563 21479 115548 10498 61446 12 43 116858 160 17 954 500 1419 207 106 2681 30 106 19636 16513 18809 477 16 38 1563 1114 162 internal_value=0 0.0019245 0.000565483 -0.00732464 0.00175289 0.00943882 -0.000617966 -0.00488344 -0.000161023 0.0034238 -0.00903339 -0.00303863 0.000352845 0.00356227 0.000561466 0.00109463 0.00023234 0.00443497 -3.12485e-05 0.00662071 -0.00298052 -0.00168065 -0.000175751 -0.000465732 -0.00289446 0.00326089 0.0406685 0.000598031 -8.70011e-05 0.00209536 internal_weight=0 14021.4 11873.9 3693.92 5927.05 2147.49 5946.86 1520.98 4158.67 1675.07 2172.94 35.1398 26.9915 1639.93 126.311 4251.98 1148.21 67.7651 1080.44 311.544 11.6821 1788.19 4156.24 3033.18 482.905 23.5034 0.980591 849.892 583.116 266.777 internal_count=911180 279108 153777 632072 49514 125331 104263 150009 45832 23153 482063 220 177 22933 1454 26361 7252 313 6939 9783 136 58431 45820 29307 20167 531 54 5520 3795 1725 is_linear=0 shrinkage=0.01 Tree=550 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 10 10 11 10 0 6 10 2 6 2 10 10 11 4 10 10 6 10 2 2 10 10 2 4 split_gain=2466.42 1419.2 163.942 154.275 60.2361 39.4604 39.2609 29.1657 29.1233 29.0558 22.5864 26.5902 21.8488 21.1955 20.7974 43.9697 20.9164 20.026 17.4565 17.2818 17.0802 23.4508 16.9161 31.9721 20.6322 58.4321 61.6222 26.888 27.0644 21.4745 threshold=0.00022280584380490002 0.99989646673202526 0.8784809708595277 5.1029428504989491e-06 0.011652591172605703 5.8950000000000005 3.3950000000000005 4.7650000000000006 0.99998754262924205 9.0500000000000025 1.0000000180025095e-35 1.0000000180025095e-35 8.8300000000000018 0.52404068423485917 37.500000000000007 0.63582887700534763 8.0200000000000014 4.1150000000000011 3.4846319977077662e-05 29.500000000000004 4.8650000000000011 6.0250000000000012 15.500000000000002 5.8550000000000013 0.32163382594417084 0.33460559796437661 6.1550000000000011 6.2150000000000007 0.72804314329738073 13.500000000000002 decision_type=2 2 2 2 2 10 10 8 2 8 2 2 8 2 2 2 10 10 2 10 10 10 2 8 2 2 10 10 2 10 left_child=3 2 4 -1 7 18 -6 -2 -3 20 -8 12 17 19 -7 -16 -17 -12 -5 -13 -4 -22 -9 -24 -25 26 -26 -27 29 -29 right_child=1 8 9 5 6 14 10 22 -10 -11 11 13 -14 -15 15 16 -18 -19 -20 -21 21 -23 23 24 25 27 -28 28 -30 -31 leaf_value=-0.0090232585964592788 -0.0024650683539629787 0.0065930599641850123 0.0014931108934772958 -0.0066222875043977225 -0.00059723109611383308 -0.0025105369978609647 0.0014360714340380721 -0.0010562701656097663 0.0099102664765420012 0.0061399912923062842 0.001895247051654212 -0.0008972468944002111 0.021458788961179566 -0.0037696544346133638 0.002676235801654085 0.02555187480653226 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232 40 2958 56411 1774 6168 4724 13811 2370 91 771 90 170 147 541 internal_value=0 0.00190886 0.000560164 -0.00730375 -5.96519e-05 -0.00485745 0.000468803 -0.0012873 0.00942759 0.00278908 0.0010362 -0.000297193 -0.00179477 0.00151962 -0.000231682 0.00531996 0.0400846 -0.00197016 -0.00542095 0.0024271 0.00245325 0.00321129 -0.000401007 0.00121823 0.00390066 0.00744158 0.0259729 0.00412929 0.0102798 0.0160067 internal_weight=0 13995.5 11866.8 3667.59 9284.89 1513.86 6490.83 2794.06 2128.64 2581.94 4236.13 977.288 535.709 441.579 164.389 47.8408 3.38101 531.698 1349.47 376.912 2346.75 1311.39 1594.32 459.309 225.85 95.1956 14.4352 80.7605 37.8055 25.9271 internal_count=911180 279108 153777 632072 123886 150009 48640 75246 125331 29891 35737 6658 3589 3069 14531 4963 272 3569 135478 2543 21609 10892 44750 17991 4180 1810 181 1629 858 711 is_linear=0 shrinkage=0.01 Tree=551 num_leaves=31 num_cat=0 split_feature=10 1 10 1 10 1 10 6 10 10 6 3 4 10 1 1 1 3 4 10 10 1 6 1 3 3 6 1 1 10 split_gain=154.986 107.526 30.9567 29.4951 67.3629 50.4351 47.0678 47.0988 41.1893 64.7784 30.439 39.4539 28.9524 54.2032 29.8379 45.2257 27.3105 35.4799 25.1291 24.8475 24.009 23.8341 34.2508 36.4757 33.6642 24.547 23.754 23.4965 23.0792 25.3978 threshold=2.0250000000000004 -361.49999999999994 1.9550000000000003 -122.49999999999999 3.2650000000000001 -192.49999999999997 5.1350000000000007 1.5000000000000002 4.9450000000000012 5.3350000000000009 142.50000000000003 0.98004975124378124 20.500000000000004 5.2150000000000007 -101.49999999999999 -103.49999999999999 -281.49999999999994 0.96580946814728241 18.500000000000004 4.8650000000000011 4.8950000000000005 -64.499999999999986 97.500000000000014 -62.499999999999993 0.86696165191740426 0.11180555555555556 152.50000000000003 -282.49999999999994 -125.49999999999999 4.995000000000001 decision_type=10 10 8 10 10 8 10 2 10 10 2 2 8 10 10 10 10 2 10 10 10 10 2 8 2 2 2 10 8 10 left_child=1 2 -1 4 16 6 -6 -8 19 28 -11 -12 13 -5 15 -15 17 26 -17 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523.26826768694445 930.39810167299584 169.84162038308568 808.44886740157381 80.347083856002428 4.8044746089726678 6123.0421302088071 28.057250365149233 701.67027528199833 1.722511911299079 157.92996895662509 89.292472394183278 1.2843803248833863 100.041488757357 121.97782882745378 27.72191808372736 36.667686755768955 578.60732468497008 96.706672084517777 19.423832237254828 131.96367125120014 1.0628621554933477 108.09549285727553 397.22187535907142 leaf_count=17690 38093 16064 55325 25527 70113 58535 17009 84613 17288 62661 18157 96 282957 1577 56508 128 4215 1671 52 3582 6440 446 604 11621 2091 433 3221 11 7513 46939 internal_value=0 0.00216172 0.00445502 -0.00041035 -0.000844449 -0.00136788 -0.000272958 0.000871399 -0.0021601 -0.00334527 -0.00157896 -0.00726583 4.77907e-05 -0.00145181 0.000108975 0.00969962 0.000845547 0.00122737 0.0465572 -0.00112989 0.00200297 0.000476504 0.00192974 0.0013793 -0.000546142 0.00983736 0.00157968 0.00562042 -0.00568306 -0.00675494 internal_weight=0 2782.26 1178.51 14830.7 7615.17 5814.34 2440.88 1453.67 3373.47 1568.76 893.6 85.1516 7215.56 1092.52 732.734 31.0641 1800.82 1642.89 3.00689 1804.71 222.019 1603.76 662.421 625.753 941.335 47.1458 1553.6 133.027 675.159 505.317 internal_count=911180 104274 73015 806906 440157 392946 171735 101622 221211 152654 80914 18253 366749 83792 58265 1757 47211 42996 180 68557 10022 31259 13104 12500 18155 879 41325 3232 71740 54452 is_linear=0 shrinkage=0.01 Tree=552 num_leaves=31 num_cat=0 split_feature=5 4 1 1 1 5 5 1 1 5 5 4 5 1 5 5 40 1 1 4 1 4 1 27 46 1 1 1 1 1 split_gain=53.0231 21.1629 12.8966 36.4284 14.7567 25.6685 12.9345 23.5855 30.5515 40.7643 32.6123 63.9761 18.3325 41.4863 14.2616 15.1538 12.6003 11.76 14.882 11.7465 31.1644 16.2851 11.8158 11.7754 11.4274 9.53795 18.4282 9.74077 26.7355 9.04555 threshold=2.5000000000000004 42.000000000000007 -341.49999999999994 -361.49999999999994 -353.49999999999994 6.5000000000000009 5.5000000000000009 -35.499999999999993 -63.499999999999993 12.500000000000002 15.500000000000002 23.500000000000004 3.5000000000000004 -38.499999999999993 7.5000000000000009 10.500000000000002 1.0000000180025095e-35 -198.49999999999997 -200.49999999999997 9.5000000000000018 -287.49999999999994 6.5000000000000009 -288.49999999999994 1.0000000180025095e-35 1.0000000180025095e-35 -33.499999999999993 -34.499999999999993 -19.499999999999996 -18.499999999999996 -36.499999999999993 decision_type=8 10 8 10 10 8 8 10 8 8 8 10 10 10 10 10 2 8 10 10 10 10 10 2 2 10 10 10 8 10 left_child=1 16 3 -2 -5 -6 12 8 10 14 -8 -12 -4 17 -10 -16 19 18 -14 20 22 -22 -1 -21 -15 26 -26 -27 -29 -17 right_child=2 -3 6 4 5 -7 7 -9 9 -11 11 -13 13 24 15 29 -18 -19 -20 23 21 -23 -24 -25 25 27 -28 28 -30 -31 leaf_value=0.002001687744822483 -0.0047078081433058645 0.015167834125162457 -0.0010943977781186355 0.01160391708926686 0.00028934415503422377 0.074920941159855869 -0.0030650927420472107 -0.014453215794044851 0.00875100243841773 -0.0087363649575683284 0.12610278429516394 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1.3970491320360436 3.8189852577634147 leaf_count=12535 4814 265 59268 1167 2166 29 4910 349 2531 9120 24 81 17216 151 1507 1683 1028 52515 289 693081 22629 20110 195 1777 613 697 195 13 98 124 internal_value=0 0.000183355 -0.00161158 0.00175292 0.00700883 0.00157999 -0.00182018 -7.79302e-05 0.000401922 0.00346438 -0.00261318 0.0406711 -0.00224923 -0.0033926 0.00549984 0.00238163 0.000174397 -0.00398869 -0.00189413 0.000184461 -0.00104123 -0.00225277 0.00241206 0.000245363 0.00658321 0.00543354 0.00824834 -0.00357236 0.0146652 0.00595678 internal_weight=0 15765.6 1837.59 107.278 59.1547 27.1172 1730.31 341.916 330.872 164.147 166.725 1.7227 1388.4 697.661 140.678 71.8071 15756.2 658.324 190.49 15736.3 744.883 551.423 193.46 14991.4 39.3372 37.6253 28.6658 8.95952 2.20714 44.7209 internal_count=911180 751620 159560 8176 3362 2195 151384 20329 19980 14965 5015 105 131055 71787 5845 3314 751355 70020 17505 750327 55469 42739 12730 694858 1767 1616 808 808 111 1807 is_linear=0 shrinkage=0.01 Tree=553 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 10 10 11 11 6 10 18 6 10 10 6 6 5 10 6 3 3 6 3 10 11 3 10 10 split_gain=2428.32 1416.18 167.842 136.409 63.4953 43.0502 41.9175 39.5561 31.424 29.3273 26.7029 26.1909 21.5676 33.298 19.3288 25.7114 25.7867 27.8664 19.1826 17.9852 16.7827 15.945 22.5103 42.5907 33.783 22.7403 15.8379 15.467 15.0719 21.3802 threshold=0.00017857718921725002 0.99989646673202526 0.18897357583045957 4.0456557144352709e-06 0.98755538463592529 5.2250000000000005 3.3950000000000005 5.8950000000000005 0.0035319819580763002 0.99998754262924205 44.500000000000007 8.8300000000000018 1.0000000180025095e-35 4.5000000000000009 9.0500000000000025 6.0450000000000008 30.500000000000004 66.500000000000014 3.5000000000000004 5.2950000000000008 408.50000000000006 0.61922530206112303 0.40078740157480325 20.500000000000004 0.49341991341991348 8.0200000000000014 2.9517374969145752e-05 0.27320574162679429 6.3250000000000011 8.2000000000000011 decision_type=2 2 2 2 2 10 10 10 2 2 2 8 2 2 10 10 2 2 10 10 2 2 2 2 2 10 2 2 10 10 left_child=3 2 5 -1 6 8 -4 26 -2 -3 27 18 -9 -14 15 -8 28 -18 -6 -12 -21 22 25 -24 -25 -15 -5 -7 -17 -30 right_child=1 9 4 7 11 10 14 12 -10 -11 19 -13 13 21 -16 16 17 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 29 -31 leaf_value=-0.0090901960735555298 -0.0023223105946928776 0.0065625742313527935 -0.00025333444478470231 -0.0067911769748984123 0.0035343980179426407 -0.0018216815303613734 0.0020395801815754691 -0.0012420506378184339 -0.00055219229768642777 0.0099033450760465571 -0.0043971609608760773 0.0076765970835149982 -0.010195044598641026 -0.0005534331255271221 0.006768169066046284 -0.0060106126986902942 0.0081759888784058241 -0.0013517014271888642 -0.0012530323210788146 0.0050398877148558662 -0.0038430833178360359 0.012825639248125496 0.20427646572348987 0.11863681978307403 -0.010106934608779554 0.087514108577841462 -0.0045968071876321586 0.00087142327432037617 0.00046013660939584334 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0.99989646673202526 0.18897357583045957 4.0456557144352709e-06 0.97252115607261669 5.2250000000000005 3.3950000000000005 5.8950000000000005 0.0035319819580763002 8.8450000000000006 0.99998754262924205 0.27320574162679429 1.0000000180025095e-35 9.0500000000000025 6.0450000000000008 3.5000000000000004 2.9517374969145752e-05 4.5000000000000009 6.3250000000000011 0.68199436222692045 0.40758719884933481 2.5000000000000004 1.5000000000000002 5.995000000000001 7.2000000000000011 4.0250000000000012 8.8294510192099562e-07 0.16749174917491746 0.65648320895522405 42.000000000000007 decision_type=2 2 2 2 2 10 10 10 2 8 2 2 2 10 10 10 2 10 10 2 2 8 10 10 10 8 2 2 2 8 left_child=3 2 5 26 6 8 -4 16 21 15 -3 -7 27 14 -8 -6 -5 18 20 28 -16 25 -13 -17 -25 -2 -1 -9 -20 -10 right_child=1 10 4 7 9 11 13 12 29 -11 -12 22 -14 -15 17 23 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0095578169598200171 -0.0031196596016637092 0.0065343883844191236 -0.00040655502764561427 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106.17468725144863 46.83725518733263 101.81129307183437 395.89918557181954 7.1649972945451728 43.55225908011198 755.09004855412059 559.26453130494338 126.64911686722189 22.583152502775192 2.3269615396857253 leaf_count=365205 15449 9783 9134 84568 14908 4285 15050 1491 34304 7040 115548 13283 622 341 231 471 56697 168 540 546 229 5503 10942 50 684 26635 103878 13462 122 11 internal_value=0 0.00184056 0.000519691 -0.00740152 0.00170592 -0.00064044 0.00106155 -0.00507854 -0.00110055 0.0033514 0.00940405 0.000877157 -0.000420173 0.00173502 0.00161724 0.00289942 -0.00565091 -0.000733311 -0.000141082 0.00118223 -0.00366647 -0.00230365 0.00158816 -0.000675328 -0.00441327 -0.00204024 -0.00908053 -0.00123111 0.00402241 -0.00054683 internal_weight=0 14048.5 11959.8 3502.88 5913.41 6046.43 4249.35 1469.61 4639.73 1664.05 2088.63 1406.69 160.813 2913.03 2840.79 1492.67 1308.8 350.657 323.065 234.894 88.1713 1462.36 1101.86 114.502 50.7173 1360.55 2033.27 153.032 128.719 3177.37 internal_count=911180 285257 159926 625923 49514 110412 26361 156840 81902 23153 125331 28510 15575 17227 16886 16113 141265 1836 1668 1208 460 47587 24225 1205 734 42084 469083 14953 662 34315 is_linear=0 shrinkage=0.01 Tree=555 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 11 1 11 11 11 5 6 1 6 11 5 5 2 0 6 1 1 6 1 6 11 6 2 2 split_gain=2361.87 1390.87 166.672 139.425 136.835 83.1126 51.6346 46.8035 29.7108 25.6246 21.2353 17.1467 23.152 23.2551 17.0305 16.9178 16.0614 15.8507 23.0791 17.9458 17.5661 15.625 19.8653 15.3769 14.7605 38.9874 14.0401 14.0068 14.5188 13.9788 threshold=0.00017857718921725002 0.99989646673202526 -4.4999999999999991 0.94052824378013633 4.0456557144352709e-06 0.18897357583045957 0.049213243648409809 -7.4999999999999991 0.99998754262924205 0.98755538463592529 0.0089773964136838514 3.5000000000000004 19.500000000000004 -63.499999999999993 202.50000000000003 0.99473056197166454 1.5000000000000002 4.5000000000000009 0.25092592592592594 1.0000000180025095e-35 1.0000000180025095e-35 -39.499999999999993 -22.499999999999996 497.50000000000006 -21.499999999999996 32.500000000000007 0.036334333941340412 13.500000000000002 0.040202020202020204 0.54583651642475173 decision_type=2 2 8 2 2 2 2 8 2 2 2 10 2 10 2 2 10 10 2 2 2 10 8 2 10 2 2 2 2 2 left_child=4 2 3 6 -1 10 16 27 -3 -7 -4 15 -13 -14 -12 -5 21 19 -19 23 -21 -2 -23 -8 25 -24 -16 -6 -29 -22 right_child=1 8 5 11 7 9 17 -9 -10 -11 14 12 13 -15 26 -17 -18 18 -20 20 29 22 24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0090708159927006381 0.00051160014599348615 0.0065061926228499921 -0.0052494061780489331 0.0034879045533937514 -0.0048037285327776494 -0.00093611975396907935 0.0020023319246812287 -0.0078122577667646279 0.0098897677008208222 0.0016961746665600497 -0.0028418454622666151 0.0038149077318811874 -0.010466096863946658 0.0053245644458215285 -0.0050099953939707923 0.0058922711046858686 -0.0013357428632369062 0.0021269972154526603 -0.0085977199354585632 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53975 335 internal_value=0 0.00182539 0.000514761 0.00119555 -0.007381 -0.00153333 0.000682059 -0.00505251 0.00939259 -0.00015944 -0.00356187 0.00422204 0.000670925 -0.0053107 -0.00251688 0.00459308 -0.000202574 0.00144304 -0.00295115 0.00153052 0.000415582 0.000197037 -0.00169726 0.00192866 0.00260963 0.0169478 0.0045302 -0.00389286 -0.00239955 0.00179856 internal_weight=0 14024.1 11953.7 8971.55 3477.64 2982.17 7670.19 1462.45 2070.36 1777.98 1204.18 1301.36 123.109 42.4139 743.673 1178.25 3546.91 4123.27 80.4877 4042.78 1063.78 2622.2 373.426 2979 83.2262 6.60961 32.7817 1029.75 390.14 492.888 internal_count=911180 285257 159926 106363 625923 53563 92637 156840 125331 21634 31929 13726 1331 548 11816 12395 70675 21962 449 21513 5431 45968 6540 16082 1537 105 761 114185 56789 2522 is_linear=0 shrinkage=0.01 Tree=556 num_leaves=31 num_cat=0 split_feature=10 1 1 10 1 10 5 10 10 6 5 10 10 6 1 3 6 6 10 2 6 10 1 10 10 1 10 6 1 2 split_gain=145.199 103.348 30.3462 63.0562 50.9677 46.1106 58.9465 39.0713 63.738 32.9232 32.6563 30.0458 28.9306 29.4613 26.1445 34.7452 25.6268 31.9087 24.3261 27.1042 24.0689 23.9012 39.0169 37.4526 24.2323 23.3623 24.3716 32.0334 23.3267 38.2806 threshold=2.0250000000000004 -361.49999999999994 -122.49999999999999 3.2650000000000001 -192.49999999999997 5.1350000000000007 1.5000000000000002 4.9450000000000012 5.3350000000000009 1.5000000000000002 5.5000000000000009 1.9550000000000003 5.3650000000000011 1.0000000180025095e-35 -281.49999999999994 0.96580946814728241 247.50000000000003 3.5000000000000004 4.8650000000000011 0.51869322152341024 63.500000000000007 6.4750000000000005 -287.49999999999994 6.7350000000000012 8.4800000000000022 -125.49999999999999 4.995000000000001 17.500000000000004 -64.499999999999986 0.73368794326241138 decision_type=10 10 10 10 8 10 10 10 10 2 10 8 10 2 10 2 2 2 10 2 2 10 10 10 8 8 10 2 10 2 left_child=1 11 3 14 5 -5 9 18 25 -7 12 -1 13 -10 15 -2 17 -14 19 -6 -8 -11 -23 -24 -25 -9 27 -27 29 -3 right_child=2 28 -4 4 7 6 20 8 10 21 -12 -13 16 -15 -16 -17 -18 -19 -20 -21 -22 22 23 24 -26 26 -28 -29 -30 -31 leaf_value=0.0022798014297038941 0.0015312931908840395 0.00060773548684809773 6.7545632930435714e-05 -0.0019220580956575385 -0.00076118166853549746 0.0059634690876425112 -0.00017225744881034828 -0.0024315002420965104 0.0076105485512932914 -0.00031390045742955798 0.0086093720671378392 0.0056155626873233191 -0.0041452831232959 -0.0056923190572730764 -0.0030954900394451219 -0.0049091918441390462 -0.010100815672204378 3.9718399460555367e-05 0.0019729229820915762 -0.0036911178955240016 -0.0046917244065424321 0.010233231894333283 0.011225675699804634 -0.0045884691658553793 0.026150074341380464 -0.0072601433365188026 -0.0079006695127692931 0.003826915556402989 0.0018954848986281203 -0.004062768221326063 leaf_weight=429.04090787749738 1535.088860479882 699.36758906347677 7167.8165975783486 978.49625165609177 1127.7059523323551 242.21545172319748 602.41504032863304 168.10279785317834 57.609042523195967 291.33629013155587 30.522113120416179 728.50713617028669 368.67108755907975 23.414239134988748 156.85020854370669 88.598465933930129 42.105760304024443 360.1774635881884 219.53510877257213 438.50405703741126 146.49170783418231 68.151307821273804 23.359986672643572 66.868265712633729 2.6669327928684643 60.710440212627873 390.35049204051029 45.658603359246626 656.78199855284765 234.27553356485441 leaf_count=17690 41325 14322 366749 70113 39283 7158 37800 17288 1653 23740 1080 55325 27293 2968 4215 1671 10405 37515 10022 19252 23134 1484 449 7831 26 4045 46939 3468 13104 3833 internal_value=0 0.00210601 -0.000398264 -0.000841339 -0.00135015 -0.000246179 0.000889835 -0.00215236 -0.00331548 0.00298813 -0.00155389 0.00437918 -0.00191799 0.00376626 0.000803238 0.00117986 -0.00251538 -0.00207717 -0.00114453 -0.0015815 -0.0010563 0.00139507 0.00448664 0.000270726 -0.00340953 -0.00565385 -0.00674438 -0.00250106 0.000451542 -0.000564216 internal_weight=0 2747.97 14703.4 7535.61 5755.07 2422 1443.5 3333.07 1547.32 694.598 882.5 1157.55 851.978 81.0233 1780.54 1623.69 770.954 728.849 1785.75 1566.21 748.907 452.383 161.046 92.8952 69.5352 664.822 496.72 106.369 1590.43 933.643 internal_count=911180 104274 806906 440157 392946 171735 101622 221211 152654 40688 80914 73015 79834 4621 47211 42996 75213 64808 68557 58535 60934 33530 9790 8306 7857 71740 54452 7513 31259 18155 is_linear=0 shrinkage=0.01 Tree=557 num_leaves=31 num_cat=0 split_feature=10 1 1 10 1 10 5 10 10 6 5 10 4 10 1 1 10 6 1 3 6 6 10 2 6 10 1 10 10 5 split_gain=142.485 101.775 29.7827 61.8755 50.0639 45.2321 57.7918 38.5347 62.9893 32.1691 32.0215 29.7564 28.4823 52.5261 29.3656 42.9893 28.4068 28.9611 25.6425 34.0544 25.4413 31.3525 23.8496 26.6316 23.6878 23.4991 38.292 36.8296 23.6879 23.3559 threshold=2.0250000000000004 -361.49999999999994 -122.49999999999999 3.2650000000000001 -192.49999999999997 5.1350000000000007 1.5000000000000002 4.9450000000000012 5.3350000000000009 1.5000000000000002 5.5000000000000009 1.9550000000000003 20.500000000000004 5.2150000000000007 -101.49999999999999 -103.49999999999999 5.3650000000000011 1.0000000180025095e-35 -281.49999999999994 0.96580946814728241 247.50000000000003 3.5000000000000004 4.8650000000000011 0.51869322152341024 63.500000000000007 6.4750000000000005 -287.49999999999994 6.7350000000000012 8.4800000000000022 1.5000000000000002 decision_type=10 10 10 10 8 10 10 10 10 2 10 8 8 10 10 10 10 2 10 2 2 2 10 2 2 10 10 10 8 10 left_child=1 11 3 18 5 -5 9 22 -9 -7 16 -1 13 -4 15 -15 17 -10 19 -2 21 -18 23 -6 -8 -11 -27 -28 -29 -17 right_child=2 -3 12 4 7 6 24 8 10 25 -12 -13 -14 14 -16 29 20 -19 -20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31 leaf_value=0.0022591715595071471 0.0015163312903992052 0.00044710104842066064 -0.0045770689685908448 -0.0019047056919981574 -0.00075372584634570501 0.0058975691240335457 -0.00017054433806518873 -0.0056227755972593938 0.0075553473853653096 -0.00031081152657249912 0.0085231575030989722 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1.4626994249410925 leaf_count=17690 41325 31259 25527 70113 39283 7158 37800 71740 1653 23740 1080 55325 282957 1577 56508 140 27293 2968 4215 1671 10405 37515 10022 19252 23134 1484 449 7831 26 40 internal_value=0 0.00208776 -0.000394481 -0.000833742 -0.00133822 -0.000243895 0.000881362 -0.00213407 -0.00329137 0.00295912 -0.00154051 0.00434819 6.68686e-05 -0.00142814 0.00011352 0.00963324 -0.00190156 0.00374034 0.000795438 0.00116831 -0.00249338 -0.00205814 -0.00113358 -0.00156657 -0.00104646 0.00138254 0.00445327 0.000268823 -0.00338564 0.045131 internal_weight=0 2744.31 14696.4 7528.44 5748.42 2420.33 1442.79 3328.09 1543.11 694.393 881.283 1154.16 7167.98 1081.99 726.374 31.0196 850.761 80.7698 1780.02 1623.35 769.991 728.238 1784.97 1565.33 748.399 451.921 160.632 92.609 69.3276 3.07356 internal_count=911180 104274 806906 440157 392946 171735 101622 221211 152654 40688 80914 73015 366749 83792 58265 1757 79834 4621 47211 42996 75213 64808 68557 58535 60934 33530 9790 8306 7857 180 is_linear=0 shrinkage=0.01 Tree=558 num_leaves=31 num_cat=0 split_feature=11 11 11 11 46 11 10 10 10 11 11 10 46 10 46 10 4 10 10 2 2 46 5 10 18 2 38 2 2 10 split_gain=2323.06 1384.78 164.881 120.434 73.703 60.783 41.047 39.778 36.8368 32.0441 29.9425 25.6569 30.0709 29.3081 24.7925 19.9157 18.9041 18.6232 25.3208 20.6886 23.6096 19.182 19.0266 18.4834 18.194 17.9685 17.2203 16.6589 18.6586 16.4028 threshold=0.00014260681928130004 0.99989646673202526 0.18897357583045957 4.0456557144352709e-06 1.0000000180025095e-35 0.98755538463592529 3.3950000000000005 5.995000000000001 4.0250000000000012 0.0023884368129074005 0.99998754262924205 8.8300000000000018 1.0000000180025095e-35 6.1150000000000011 1.0000000180025095e-35 5.4650000000000007 19.500000000000004 9.0500000000000025 6.0450000000000008 0.61138079827400227 0.31158186076218869 1.0000000180025095e-35 2.5000000000000004 5.0450000000000008 1.0000000180025095e-35 0.045804195804195758 1.0000000180025095e-35 0.69282051282051293 1.0000000180025095e-35 2.9750000000000005 decision_type=2 2 2 2 2 2 10 10 10 2 2 8 2 10 2 10 8 10 10 2 2 2 10 10 2 2 2 2 2 10 left_child=3 2 4 -1 9 6 -4 14 -6 -2 -3 12 29 -14 -5 26 27 18 21 20 -20 23 -22 25 -9 -8 -11 28 -10 -7 right_child=1 10 5 7 8 11 17 24 16 15 -12 -13 13 -15 -16 -17 -18 -19 19 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0090592493040336161 -0.0047252336142626526 0.0064717321210415266 -0.00027291409586473843 -0.007517787840894157 -0.0010077164822182615 0.0046473852690936696 0.0032256236639630243 -0.00096246631822189809 -0.0056878158955631442 -0.0021565495649389461 0.0098822909705313898 0.0076043205399758335 0.0062501521770457463 0.0016112146614299871 -0.0045994587447772484 0.0021186527447175705 0.0011955995019326431 0.0066464530649982933 -0.0018435594111302492 -0.0049721216975545891 0.0057412147170962007 0.0025885611660256703 -0.0032224083805513204 0.0027414899238056688 0.015598560773148017 -0.0011908961877596957 0.0092046618212015749 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29.8295 threshold=2.5000000000000004 1.5000000000000002 0.96178188899707895 -192.49999999999997 19.500000000000004 -122.49999999999999 0.92890109890109895 0.87439320388349528 -196.49999999999997 0.50155279503105599 0.4817045961624275 1.0000000180025095e-35 -282.49999999999994 -254.49999999999997 29.500000000000004 31.500000000000004 28.500000000000004 28.500000000000004 27.500000000000004 -287.49999999999994 -288.49999999999994 0.46697819314641748 1.0000000180025095e-35 -226.49999999999997 -168.49999999999997 -189.49999999999997 -196.49999999999997 24.500000000000004 -63.499999999999993 1.0000000180025095e-35 decision_type=8 2 2 10 10 10 2 2 10 2 2 2 10 10 10 2 10 10 10 10 10 2 2 8 10 10 10 2 10 2 left_child=1 3 5 8 -5 18 7 15 9 10 11 14 -13 -14 -1 16 -7 -17 19 20 21 -3 -11 -24 25 26 -4 -2 -29 -30 right_child=27 2 24 4 -6 6 -8 -9 -10 22 -12 12 13 -15 -16 17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31 leaf_value=-0.00088786190269855739 -0.0010337891407506366 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1033.5158769210102 2533.7668401496485 283.69481913908385 10.319077086169271 380.05883024074137 57.057938773417845 110.83819447946735 496.39231729554012 17.880333525128663 6.7519514900632194 411.00722756248433 22.006058135069907 73.100915919290856 leaf_count=25980 75583 10712 7334 23845 101111 24469 19984 9234 517 43794 32042 551 356 245 51607 26723 54442 77598 161640 31901 188 24679 1864 4453 13656 2615 80 67702 1002 15273 internal_value=0 0.000177995 -0.000226303 0.000549157 5.50196e-05 -0.000441782 6.99964e-05 0.000224217 0.00112254 0.00107282 0.00151845 0.000867113 0.00616496 0.00965175 0.000684545 1.62777e-05 0.000648793 -0.000745218 -0.000952606 0.000169527 0.00140744 0.00107136 0.000189195 -0.00249304 0.00180876 -0.000273819 0.000471403 -0.00156719 -0.0029426 0.00200709 internal_weight=0 15571 7452.82 8118.17 4360.41 6739.25 3366.48 3197.64 3757.76 3734.6 2482.59 1851.34 61.6733 47.7293 1789.67 3049.64 1665.9 1383.74 3372.77 839.002 555.307 544.988 1252.01 167.896 713.573 217.181 199.3 1811.15 506.114 95.107 internal_count=911180 751620 465255 286365 124956 441570 212450 192466 161409 160892 110781 78739 1152 601 77587 183232 78911 104321 229120 67480 35579 35391 50111 6317 23685 10029 7414 159560 83977 16275 is_linear=0 shrinkage=0.01 Tree=560 num_leaves=31 num_cat=0 split_feature=11 11 11 11 46 11 46 11 11 46 46 4 38 3 4 2 3 4 3 4 3 11 2 2 2 4 13 2 2 2 split_gain=2289.5 1371.84 161.606 120.637 72.3849 60.1776 32.7123 31.644 30.1326 28.2777 23.2235 21.1012 18.3736 16.1943 24.3354 15.5914 19.046 15.1092 14.6354 18.2472 14.2049 12.5535 12.5477 11.2633 46.9835 11.1926 11.1413 15.8684 10.4685 10.553 threshold=0.00014260681928130004 0.99989646673202526 0.18897357583045957 4.0456557144352709e-06 1.0000000180025095e-35 0.97252115607261669 1.0000000180025095e-35 0.0023884368129074005 0.99998754262924205 1.0000000180025095e-35 1.0000000180025095e-35 42.000000000000007 1.0000000180025095e-35 0.45848997493734339 19.500000000000004 0.49844720496894418 0.66349106014087067 23.500000000000004 0.68703358208955234 23.500000000000004 0.66781609195402314 8.8294510192099562e-07 0.88478556841388711 0.75110619469026563 0.77842377260981921 29.500000000000004 1.0000000180025095e-35 0.68772163120567387 0.72804314329738073 0.86715686274509818 decision_type=2 2 2 2 2 2 2 2 2 2 2 8 2 2 10 2 2 8 2 10 2 2 2 2 2 10 2 2 2 2 left_child=3 2 4 21 7 9 -5 -2 -3 17 -7 13 18 14 -6 16 -15 28 19 20 -9 -1 26 -12 -25 -21 27 -19 -4 -30 right_child=1 8 5 6 11 10 -8 12 -10 -11 23 -13 -14 15 -16 -17 -18 22 -20 25 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.0095404576613682939 -0.0046968852383207655 0.006443103341353563 0.0040631317632587515 -0.0071465048394421813 -0.0041853443261788041 0.0020401013850934544 -0.0039353113713097975 0.0029553170239747613 0.0098754847238291775 0.0016457681489663756 0.004913476929301293 0.029316008250482334 0.0085650126457038796 -0.0013629202182736705 -0.00034041860786604124 0.0020511640578808341 0.00070638328815090894 -0.00035180658563649701 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752 21 2434 9526 61 1084 62 58 internal_value=0 0.00175929 0.000476898 -0.00747621 -0.000658934 0.00165937 -0.00516393 -0.00238821 0.00936742 0.00102923 0.00327932 2.31067e-05 -0.00159862 6.74003e-06 -0.000759205 0.000487385 0.000118496 -5.14225e-05 -0.00173838 -0.00114997 0.0034942 -0.00904882 -0.000363729 0.00441446 0.001795 -0.00155084 -0.000619646 -0.000707407 0.00308643 -0.0045934 internal_weight=0 14060.5 12032.4 3317.58 6137.23 5895.17 1342.96 1735.91 2028.13 4244.23 1650.94 4401.32 1293.52 4398.86 1696.06 2702.8 2186.92 1541.8 1275.97 980.12 77.8793 1974.61 1402.24 861.658 137.883 902.241 1306.6 1294.91 139.563 15.7467 internal_count=911180 291869 166538 619311 117024 49514 150228 44226 125331 26361 23153 72798 21920 72785 23501 49284 41793 12238 21736 15908 1299 469083 11184 10470 2455 14609 10432 10371 1054 120 is_linear=0 shrinkage=0.01 Tree=561 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 10 10 1 10 10 10 11 4 10 1 1 10 6 10 6 1 6 1 11 10 11 11 11 11 split_gain=2258.21 1359.28 164.094 135.507 120.845 83.1131 74.7139 54.8051 42.3477 39.3046 35.5648 34.2871 30.3217 29.5499 27.114 54.6577 110.394 27.1004 22.8337 21.2431 21.5366 21.199 21.0553 38.345 55.068 24.7953 22.0604 19.4771 19.219 19.2127 threshold=0.00014260681928130004 0.99989646673202526 -4.4999999999999991 0.94052824378013633 4.0456557144352709e-06 0.18897357583045957 3.4350000000000005 5.5050000000000008 -348.49999999999994 4.9450000000000012 3.9650000000000003 5.8950000000000005 0.99998754262924205 19.500000000000004 6.1150000000000011 -59.499999999999993 -53.499999999999993 6.1550000000000011 142.50000000000003 6.5450000000000008 57.500000000000007 -74.499999999999986 13.500000000000002 -30.499999999999996 9.4236969744088142e-05 5.9350000000000014 1.1116698715341046e-05 0.99766892194747936 0.18897357583045957 0.020015737973153553 decision_type=2 2 8 2 2 2 10 8 10 10 10 10 2 8 10 10 10 10 2 10 2 10 2 8 2 10 2 2 2 2 left_child=4 2 3 6 -1 10 29 9 -6 -7 -4 -10 -3 21 -5 17 27 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1290.7993766171858 475.59000552678481 295.66347985994071 788.70129482075572 184.5999741172418 405.16564346570522 53.557465694379061 1711.916423087474 2753.4421625537798 55.676437070593238 20.006211459636692 64.879986610263586 202.51228751987219 21.426621004939079 11.95312249613926 7.1076442142948499 223.71732573723421 66.980856059817597 0.13350461586378437 0.18879743525758375 1.4611655077897012 0.25138959242030978 7.8438646867871276 1867.7560362555087 1311.3386985063553 leaf_count=469083 16318 9783 8464 9431 44875 11567 6458 7733 93172 2334 24880 4358 115548 55645 1267 89 636 2147 117 191 88 3064 7428 25 20 321 29 39 9077 6993 internal_value=0 0.00174487 0.000472418 0.00114438 -0.00745604 -0.00155837 0.000644379 -0.000175318 -0.00513788 -0.000962795 -0.00356842 -0.00392211 0.00935582 0.00130734 0.00414388 0.00186756 -0.00478552 0.00407395 0.00252165 -0.00590615 0.00441092 -0.000608438 0.000998276 -0.00355109 0.0390568 0.0224205 0.0938274 -0.021439 0.00159725 -0.000810829 internal_weight=0 14035.5 12025 9035.35 3293.41 2989.67 7744.41 1771.06 1336.31 1475.4 1218.61 911.274 2010.43 5320.51 1290.94 372.345 92.7301 279.615 223.939 424.226 19.0608 699.307 122.573 55.5923 2.03486 1.84606 0.384894 27.8501 4621.2 2423.9 internal_count=911180 291869 166538 111281 619311 55257 97555 21634 150228 13901 33623 105353 125331 74244 13726 4295 764 3531 2264 25159 279 9522 12181 4753 395 375 54 128 64722 23311 is_linear=0 shrinkage=0.01 Tree=562 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 10 10 1 5 10 10 10 5 11 10 1 1 5 3 10 10 3 3 10 1 3 3 3 46 split_gain=2227.34 1346.78 160.966 133.472 121.045 81.7614 73.207 53.8014 42.1685 40.7825 38.6651 35.3281 33.8488 33.6306 30.5102 26.6945 53.7102 108.118 43.0593 26.3432 30.7471 24.8447 20.7267 42.1907 26.9249 22.6707 19.5205 20.7552 19.8133 18.7994 threshold=0.00014260681928130004 0.99989646673202526 -4.4999999999999991 0.94052824378013633 4.0456557144352709e-06 0.18897357583045957 3.4350000000000005 5.5050000000000008 -348.49999999999994 1.5000000000000002 4.9450000000000012 3.9650000000000003 5.8950000000000005 5.5000000000000009 0.99998754262924205 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 0.23123827392120072 5.8350000000000009 5.8750000000000009 0.50155279503105599 0.58637267904509294 5.5250000000000012 -273.49999999999994 0.86984754376058737 0.87577160493827166 0.78598691384950936 1.0000000180025095e-35 decision_type=2 2 8 2 2 2 10 8 10 10 8 10 10 10 2 10 10 10 10 2 10 8 2 2 10 10 2 2 2 2 left_child=4 2 3 6 -1 11 26 10 -6 19 -7 -4 -10 -13 -3 -5 18 -18 -17 20 29 -15 -21 24 -24 -26 28 -28 -2 -8 right_child=1 14 5 15 8 7 9 -9 12 -11 -12 13 -14 21 -16 16 17 -19 -20 22 -22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_value=-0.0090288667729127546 -0.00089947490346598631 0.0063866175127885484 -0.0022991103072856124 0.0050330903981337981 -0.0077239842594183936 -0.0003420827805139696 0.0048961108318122636 0.0037242440549987792 -0.004661191468978189 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4083 544 23311 1908 21403 7243 is_linear=0 shrinkage=0.01 Tree=563 num_leaves=31 num_cat=0 split_feature=11 11 11 11 46 11 10 10 28 10 11 10 46 10 11 46 10 3 5 3 3 10 10 2 2 5 18 46 28 2 split_gain=2196.82 1334.42 153.731 121.239 68.4851 58.5369 39.2281 38.9765 37.1913 34.9444 30.6979 25.4377 28.5465 28.488 24.6372 24.4974 20.8141 19.99 19.8662 19.268 18.4847 18.2144 24.7463 19.9043 22.902 18.4823 17.9033 17.8077 22.9835 16.5644 threshold=0.00014260681928130004 0.99989646673202526 0.18897357583045957 4.0456557144352709e-06 1.0000000180025095e-35 0.98755538463592529 3.3950000000000005 5.995000000000001 1.0000000180025095e-35 4.0250000000000012 0.99998754262924205 8.8300000000000018 1.0000000180025095e-35 6.1150000000000011 0.0035319819580763002 1.0000000180025095e-35 7.0550000000000006 0.31281565656565663 1.5000000000000002 0.47925275482093671 0.71940522036799326 9.0500000000000025 6.0450000000000008 0.61138079827400227 0.31158186076218869 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.49844720496894418 decision_type=2 2 2 2 2 2 10 10 2 10 2 8 2 10 2 2 10 2 10 2 2 10 10 2 2 10 2 2 2 2 left_child=3 2 4 -1 8 6 -4 15 14 -6 -3 12 -7 -14 16 -5 -2 -11 29 -18 -16 22 27 24 -24 -26 -9 28 -8 -19 right_child=1 10 5 7 9 11 21 26 -10 17 -12 -13 13 -15 20 -17 19 18 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0090187788416389632 -0.0052792164222319618 0.0063583646414553828 -0.00028799036339443527 -0.007434257120821134 -0.00098841616156834246 0.0013919573482086103 1.9100223221203259e-06 -0.00089640759846647321 0.0011094986570746659 -0.0007256392468738582 0.0098549471085696526 0.0075429721012660513 0.0061366806464104749 0.0015360304854812141 -0.0014676045609013555 -0.0044988380544840169 0.027535595744287673 0.0013982613478844168 -9.841629261336579e-05 -0.0036372822392946305 -0.0048536455964401475 0.0065425330563869261 -0.0018628428137510665 -0.0049263890771556549 0.0056209385045779478 -0.0032183424007577429 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23.9667 28.4995 39.6125 26.361 23.0975 threshold=2.0250000000000004 -361.49999999999994 -122.49999999999999 3.2650000000000001 -192.49999999999997 5.1350000000000007 1.5000000000000002 4.9450000000000012 5.3350000000000009 1.5000000000000002 5.5000000000000009 1.9550000000000003 20.500000000000004 5.2150000000000007 -101.49999999999999 -103.49999999999999 5.3650000000000011 1.0000000180025095e-35 152.50000000000003 247.50000000000003 3.5000000000000004 -125.49999999999999 4.8650000000000011 0.51869322152341024 190.50000000000003 0.86391694725028068 -64.499999999999986 -62.499999999999993 0.98936170212765973 0.73368794326241138 decision_type=10 10 10 10 8 10 10 10 10 2 10 8 8 10 10 10 10 2 2 2 2 8 10 2 2 2 10 10 2 2 left_child=1 11 3 18 5 -5 9 22 21 -7 16 -1 13 -4 15 -15 17 -10 -2 20 -18 -9 23 -6 25 26 29 28 -28 -3 right_child=2 24 12 4 7 6 -8 8 10 -11 -12 -13 -14 14 -16 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0021892724749999963 0.00038813076791400158 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360.45214888942428 22.735955765121616 141.67567313369364 40.133311865967698 353.10340610821731 479.33273656968959 215.25580615899526 429.23859111673664 35.837999173440039 153.30511086247861 22.181575040332973 530.55622062925249 21.176302749663591 230.67393873399124 leaf_count=17690 43379 11644 25527 70113 39283 7158 60934 17288 1653 33530 1080 55325 282957 1577 56508 180 27293 2968 3832 10405 37515 54452 10022 19252 860 3310 361 10892 368 3824 internal_value=0 0.00201133 -0.000378018 -0.000816037 -0.00129986 -0.000212326 0.000913488 -0.00209803 -0.00323241 0.00296392 -0.00149289 0.00424684 7.83916e-05 -0.00139002 0.000136051 0.00963111 -0.00185171 0.00369218 0.00074815 -0.0024276 -0.00199691 -0.00555953 -0.00112193 -0.00155434 0.000412738 0.000227219 -0.000189366 0.00151394 0.0107041 -0.00140145 internal_weight=0 2691.93 14493.3 7395.67 5648.51 2390.88 1425.51 3257.64 1506.67 686.764 862.186 1122.37 7097.67 1065.35 715.676 30.8373 831.981 78.2919 1747.15 753.689 713.556 644.481 1750.97 1535.71 1569.56 1533.72 1380.42 573.914 43.3579 806.504 internal_count=911180 104274 806906 440157 392946 171735 101622 221211 152654 40688 80914 73015 366749 83792 58265 1757 79834 4621 47211 75213 64808 71740 68557 58535 31259 30399 27089 11621 729 15468 is_linear=0 shrinkage=0.01 Tree=565 num_leaves=31 num_cat=0 split_feature=10 1 1 10 1 10 6 10 10 10 6 6 1 10 6 10 2 10 2 6 1 6 10 6 1 10 18 1 2 6 split_gain=127.179 94.7121 28.4248 54.9068 48.1592 43.8866 41.9475 35.5418 60.1706 28.0033 27.6902 25.1682 23.2463 23.2525 30.4999 22.8996 25.2241 22.6706 22.6628 22.6148 22.3812 21.186 36.0409 28.7117 27.22 78.7834 21.0217 20.8195 30.8743 22.137 threshold=2.0250000000000004 -361.49999999999994 -122.49999999999999 3.2650000000000001 -192.49999999999997 5.1350000000000007 1.5000000000000002 4.9450000000000012 5.3350000000000009 1.9550000000000003 232.50000000000003 152.50000000000003 -125.49999999999999 4.995000000000001 17.500000000000004 4.8650000000000011 0.51869322152341024 4.8950000000000005 0.58374587458745886 190.50000000000003 -144.49999999999997 9.5000000000000018 5.8350000000000009 63.500000000000007 -126.49999999999999 7.6900000000000004 1.0000000180025095e-35 -304.49999999999994 0.25092592592592594 1.5000000000000002 decision_type=10 10 10 10 8 10 2 10 10 8 2 2 8 10 2 10 2 10 2 2 10 2 10 2 8 10 2 10 2 2 left_child=1 9 3 11 5 -5 26 15 12 -1 18 27 -9 14 -14 16 -6 -17 20 -3 -10 22 -22 24 -23 -26 -7 28 -2 -30 right_child=2 19 -4 4 7 6 -8 8 10 -11 -12 -13 13 -15 -16 17 -18 -19 -20 -21 21 23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=0.0021693515861188699 -0.0017033829801300832 0.00022500400353032916 7.760272623859825e-05 -0.0018577803703021076 -0.00074168905299408961 0.0024358497164414972 -0.00038738515463411993 -0.0022882770186588102 -0.0027899663388080793 0.0054386392013392442 -0.0089582077438519325 0.0047822042275888349 -0.0071516122998962865 -0.0077976551299435452 0.0038717592742892439 0.0055423671229339333 -0.0035991542489947647 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19252 6440 9454 860 1252 2357 5457 1359 209 23 1411 4112 19989 10864 internal_value=0 0.00199382 -0.000374382 -0.000808452 -0.00128802 -0.000210273 0.000904215 -0.00207981 -0.00320766 0.00421631 -0.00147994 0.000740725 -0.00552457 -0.00664327 -0.0024218 -0.00111118 -0.00153965 0.00194245 -0.00104991 0.000408695 -0.00186521 0.00181708 -0.00106644 0.00738616 0.0111289 0.0362476 0.00318217 0.000384263 0.000765821 0.0016321 internal_weight=0 2688.45 14488.2 7390.56 5643.54 2390.17 1425.72 3253.37 1503.14 1119.21 861.054 1747.02 642.087 477.15 102.461 1750.23 1534.87 215.362 814.233 1569.23 657.265 131.93 86.9232 45.0066 36.9034 3.86258 515.879 1605.42 1443.38 1068.51 internal_count=911180 104274 806906 440157 392946 171735 101622 221211 152654 73015 80914 47211 71740 54452 7513 68557 58535 10022 68909 31259 59455 10657 6709 3948 2589 232 17009 43379 39267 30853 is_linear=0 shrinkage=0.01 Tree=566 num_leaves=31 num_cat=0 split_feature=10 1 10 40 10 1 6 10 10 1 3 6 6 3 10 3 2 6 1 3 1 1 2 3 6 3 1 6 10 2 split_gain=124.865 92.1835 28.8009 23.42 23.37 114.509 40.7069 34.0452 62.6135 24.705 24.1028 23.5325 29.3999 32.9063 22.265 23.428 22.209 21.5857 27.3314 22.0529 23.6631 44.7601 22.4339 24.3414 55.0709 73.4513 38.1055 23.519 21.423 21.1787 threshold=1.3750000000000002 -361.49999999999994 1.0000000180025095e-35 1.0000000180025095e-35 4.3750000000000009 -8.4999999999999982 146.50000000000003 4.995000000000001 5.4450000000000012 -64.499999999999986 0.8185736677115989 18.500000000000004 1813.0000000000002 0.90045045045045058 4.8650000000000011 0.50952467343976793 0.80070921985815613 143.50000000000003 -275.49999999999994 0.86391694725028068 -64.499999999999986 -62.499999999999993 0.73368794326241138 0.67574992574992587 15.500000000000002 0.66349106014087067 -72.499999999999986 35.500000000000007 5.3550000000000013 0.80810147299509005 decision_type=10 10 8 2 10 8 2 10 10 8 2 2 2 2 10 2 2 2 10 2 10 10 2 2 2 2 10 2 10 2 left_child=1 2 -1 4 9 6 14 -7 16 10 -2 -10 -13 -14 15 -6 -9 19 -19 20 22 -22 23 24 -3 -26 -25 -27 29 -18 right_child=3 17 -4 -5 5 7 -8 8 11 -11 -12 12 13 -15 -16 -17 28 18 -20 -21 21 -23 -24 26 25 27 -28 -29 -30 -31 leaf_value=0.00062046589990056417 -0.0012498088843845203 -0.00080971589718230427 0.0054985859292560916 -0.011987940785143725 0.00026180168904528284 -0.0014687278660218482 -0.0025312280018107681 -0.0076114460807915228 9.2672847467878584e-05 0.00057910856106930478 0.0020928837388496579 -0.0051633110879224222 0.3112494640613645 -0.01002633466251226 0.00032753135751642217 -0.0031676159818479111 0.031842914893141533 0.059013152431806895 0.00638666325493145 0.0042102090576738712 0.011880023292544402 0.0007220415384892356 -0.0039049796501585067 0.0020464676312139246 0.0011889725191413941 0.024958583582802198 -0.0091462552273122721 0.0014773486657477187 0.011114538314300718 -0.0077339955814244342 leaf_weight=144.65122264018282 1615.5280380642507 293.79720562975854 741.24112834548578 17.229295904398896 397.90998792496976 705.00601947377436 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2259.6 885.892 14908 14890.7 8814.09 7244.34 1569.75 864.745 6076.64 1864.48 408.448 134.09 0.127597 6605.6 796.811 456.298 1373.7 41.4612 1332.24 1199.43 483.551 715.882 496.855 374.599 80.8019 122.255 29.9825 35.0222 22.4298 internal_count=911180 90189 62816 820991 819902 636631 497174 139457 101603 183271 63168 46693 29804 41 409778 49285 54910 27373 951 26422 23456 9920 13536 9913 6776 1392 3137 375 2474 2064 is_linear=0 shrinkage=0.01 Tree=567 num_leaves=31 num_cat=0 split_feature=10 1 10 10 1 10 10 5 6 6 5 10 10 10 3 5 3 10 6 3 1 1 6 6 10 10 10 46 6 10 split_gain=122.578 71.635 47.4854 38.3692 33.321 114.992 41.6579 58.615 37.5987 33.2051 32.7092 32.493 38.2245 26.1065 26.1021 32.5 28.9058 24.4039 23.4289 25.7242 26.0503 40.0522 22.8891 27.7047 20.8733 24.6999 19.4394 18.2108 17.7762 22.2763 threshold=2.6250000000000004 -361.49999999999994 2.6250000000000004 2.5450000000000004 -8.4999999999999982 4.9050000000000011 5.4450000000000012 1.5000000000000002 107.50000000000001 184.50000000000003 1.5000000000000002 4.8650000000000011 3.9350000000000005 4.995000000000001 0.87439320388349528 5.5000000000000009 0.63178947368421057 1.6450000000000002 190.50000000000003 0.86391694725028068 -64.499999999999986 -62.499999999999993 9.5000000000000018 24.500000000000004 5.5750000000000011 6.5450000000000008 3.2950000000000004 1.0000000180025095e-35 16.500000000000004 5.6650000000000009 decision_type=10 10 8 10 8 10 10 10 2 2 10 10 10 10 2 10 2 10 2 2 10 10 2 2 10 10 10 2 2 10 left_child=1 2 -1 17 8 9 13 28 10 11 26 12 -6 22 15 16 -9 18 19 20 -3 -22 -7 -24 -18 -26 -2 -15 29 -8 right_child=4 3 -4 -5 5 6 7 14 -10 -11 -12 -13 -14 27 -16 -17 24 -19 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0017526410279542918 -0.00089596181761028072 -0.0012507138815834626 0.0052624506553051184 0.0053387607641557479 0.00020750484532523804 -0.0051951355700676138 -0.0092875313904747358 -0.005533796982054767 -0.0018080236055747984 0.0042155394996477051 -0.00080745287976164001 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6168 260094 54927 30115 9113 is_linear=0 shrinkage=0.01 Tree=568 num_leaves=31 num_cat=0 split_feature=11 11 11 11 46 10 11 11 10 11 10 10 46 10 46 6 2 2 10 6 0 10 10 3 2 3 3 10 5 2 split_gain=2156.08 1315.5 151.122 121.566 75.8982 41.7038 41.0572 39.7014 38.628 30.8954 26.4299 24.57 27.781 28.2209 24.212 22.7273 46.7952 35.0005 21.3267 18.7383 33.107 26.3213 18.4619 16.9872 16.5519 32.0583 26.0001 44.8506 22.9725 15.921 threshold=0.00014260681928130004 0.99989646673202526 0.51461192965507518 4.0456557144352709e-06 1.0000000180025095e-35 3.5050000000000003 0.98755538463592529 0.0035319819580763002 5.995000000000001 0.99998754262924205 3.1450000000000005 8.8300000000000018 1.0000000180025095e-35 6.1150000000000011 1.0000000180025095e-35 87.500000000000014 0.65419580419580436 0.69789381307591059 5.6550000000000011 1.0000000180025095e-35 1.0000000180025095e-35 6.0750000000000011 9.7700000000000014 1.0000000180025095e-35 0.55440163581575563 0.50155279503105599 0.62178642056690847 6.8250000000000011 2.5000000000000004 0.44849690539345716 decision_type=2 2 2 2 2 10 2 2 10 2 8 8 2 10 2 2 2 2 10 2 2 10 10 2 2 2 2 10 10 2 left_child=3 2 4 -1 7 -6 10 -2 14 -3 -4 12 -8 -14 -5 -10 -17 -18 23 20 21 -7 -22 -9 25 -21 27 -27 29 -29 right_child=1 9 6 8 5 19 11 18 15 -11 -12 -13 13 -15 -16 16 17 -19 -20 24 22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.0090055005371194891 -0.0043706134134585918 0.0063239720481915772 -0.00066661544480303464 -0.0074016667864723129 -0.00089796669225788387 0.0016966933082857331 0.0014002536999709039 0.00059648780898433908 -0.0017552729598575882 0.0098472036720092023 0.0017841175366736935 0.0074884113388212241 0.0061043691754352957 0.0015194039878036923 -0.0044697736348475684 0.005083431902879406 0.15836567925321124 0.038951750173171366 0.0026936590460216498 0.0040995045079663022 -0.0025148763252653438 -0.0046275866746517689 0.025876703792375801 -0.0019998178831450277 -0.00019777628700128644 -0.0025215946231899179 0.0017882775052694244 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41.349 31.256 23.3477 21.2138 18.458 17.7231 17.3258 23.7441 18.4523 16.5693 17.299 15.9592 25.3337 15.1645 16.8731 14.4056 13.9828 19.237 21.6539 16.4723 13.7337 18.2647 13.6935 threshold=0.00014260681928130004 0.99989646673202526 -390.49999999999994 0.94052824378013633 4.0456557144352709e-06 0.18897357583045957 0.020015737973153553 -348.49999999999994 0.99998754262924205 0.98755538463592529 0.0089773964136838514 202.50000000000003 83.500000000000014 4.5000000000000009 0.16252188240140047 1.0000000180025095e-35 401.50000000000006 0.6072751322751323 0.45848997493734339 1.0000000180025095e-35 1.5000000000000002 -39.499999999999993 0.036334333941340412 3.5000000000000004 19.500000000000004 -63.499999999999993 0.99473056197166454 0.88478556841388711 0.5325381140598533 0.49844720496894418 decision_type=2 2 10 2 2 2 2 10 2 2 2 2 10 10 2 2 2 2 2 2 10 10 2 10 2 10 2 2 2 2 left_child=4 2 5 6 -1 10 12 -6 -3 27 -2 -12 20 15 -15 -8 23 -18 -17 -20 21 -4 -13 26 -25 29 -5 28 -7 -26 right_child=1 8 3 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num_cat=0 split_feature=11 11 1 11 11 11 10 10 1 10 10 11 5 6 11 10 1 1 5 10 10 5 6 10 11 6 1 10 4 1 split_gain=2065.05 1277.43 149.465 124.243 122.103 76.7065 66.189 50.8865 41.0949 32.8156 32.6028 31.4418 27.8396 25.3823 26.1647 24.5125 54.7323 106.083 43.737 23.0132 28.0181 27.644 22.8454 21.0051 20.6566 20.6215 35.7652 63.9274 35.3679 30.4674 threshold=0.00014260681928130004 0.99989646673202526 -4.4999999999999991 0.8784809708595277 4.0456557144352709e-06 0.015218299813568552 3.3250000000000006 5.7950000000000008 -348.49999999999994 4.9450000000000012 5.8950000000000005 0.99998754262924205 1.5000000000000002 158.50000000000003 0.97252115607261669 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 5.3550000000000013 5.3650000000000011 1.5000000000000002 1.5000000000000002 5.4450000000000012 0.98755538463592529 1.0000000180025095e-35 -256.49999999999994 5.1150000000000011 23.500000000000004 -11.499999999999998 decision_type=2 2 8 2 2 2 10 8 10 10 10 2 10 2 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4.0456557144352709e-06 0.94052824378013633 0.18897357583045957 3.4350000000000005 5.5050000000000008 -348.49999999999994 1.5000000000000002 4.9450000000000012 3.9650000000000003 5.8950000000000005 5.5000000000000009 0.99998754262924205 0.80070921985815613 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 0.23123827392120072 5.8350000000000009 1.0000000180025095e-35 5.955000000000001 1.5000000000000002 -63.499999999999993 0.74478940512375169 13.500000000000002 1.0000000180025095e-35 -30.499999999999996 decision_type=2 2 10 2 2 2 10 8 10 10 10 10 10 10 2 2 10 10 10 10 2 10 2 10 2 10 2 2 2 8 left_child=3 2 5 -1 6 11 -4 10 -5 20 -7 -2 -10 -13 -3 -12 -6 19 -19 -18 21 22 -8 -15 -21 26 -26 29 -29 -14 right_child=1 14 4 8 16 7 9 -9 12 -11 15 13 27 23 -16 -17 17 18 -20 24 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.0089629830482031575 -0.0022507606005757962 0.0062097955352228545 -0.00077510105613861377 -0.0075895366230711372 0.0048541550837068034 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33684 105353 25230 125331 2335 13707 4295 764 3531 46088 8037 7251 385 1001 656 395 12181 7428 4753 is_linear=0 shrinkage=0.01 Tree=575 num_leaves=31 num_cat=0 split_feature=11 11 11 11 46 11 28 11 46 11 46 4 6 4 46 11 4 6 11 6 4 11 6 28 6 6 6 0 18 4 split_gain=2008.53 1253.73 140.793 122.408 60.6696 44.3571 41.7772 31.8074 31.1438 29.896 23.9433 20.1608 20.2217 20.147 18.679 17.6042 16.8418 15.905 14.702 19.6377 14.6479 13.6948 11.8967 11.1558 10.6421 10.007 9.02938 9.74466 13.6513 11.0837 threshold=0.00014260681928130004 0.99989646673202526 0.3781151175498963 4.0456557144352709e-06 1.0000000180025095e-35 0.98755538463592529 1.0000000180025095e-35 0.99998754262924205 1.0000000180025095e-35 0.0035319819580763002 1.0000000180025095e-35 42.000000000000007 1.0000000180025095e-35 23.500000000000004 1.0000000180025095e-35 0.0070173616986721008 19.500000000000004 786.50000000000011 0.0019640936516224501 28.500000000000004 23.500000000000004 8.8294510192099562e-07 309.50000000000006 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24.9838 25.4975 24.6636 50.4205 100.55 40.2506 23.3277 28.9565 34.3207 20.0459 20.0796 28.6266 19.7944 40.1917 33.1374 33.9767 19.6846 threshold=0.00014260681928130004 0.99989646673202526 -390.49999999999994 4.0456557144352709e-06 0.94052824378013633 0.015218299813568552 3.4350000000000005 5.7250000000000005 -348.49999999999994 4.9050000000000011 1.5000000000000002 0.99998754262924205 5.8950000000000005 0.98755538463592529 111.50000000000001 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 0.23123827392120072 5.8350000000000009 1.0000000180025095e-35 1.5000000000000002 -63.499999999999993 0.74478940512375169 75.500000000000014 0.34514106583072107 5.4114738304633654e-05 1.5000000000000002 -317.49999999999994 decision_type=2 2 10 2 2 2 10 8 10 10 10 2 10 2 2 10 10 10 10 2 10 2 2 10 2 2 2 2 8 8 left_child=3 2 5 -1 6 -2 -4 9 -5 13 19 -3 -10 14 -7 -6 18 -18 -17 20 21 -8 -20 24 -24 -14 27 28 -27 -28 right_child=1 11 4 8 15 7 10 -9 12 -11 -12 -13 25 -15 -16 16 17 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1564.1159510104917 100.40161571837962 329.0974059458822 132.56997186131775 188.59439856745303 27.62218814343214 63.860799435526133 33.095408741384745 2803.7491777115501 106.80105387512594 376.33910271618515 24.771241173148155 7.6740358341485253 18.926815249025822 0.72698862524703378 1.0320869437418876 0.55831407289952029 0.57789601688273262 18.756270097801465 leaf_count=469083 23972 9783 23325 44875 9412 10332 3779 8365 93172 6385 28086 115548 9895 4973 1305 2530 128 636 345 38051 786 3472 250 261 145 37 159 23 59 2008 internal_value=0 0.00161481 0.000434521 -0.007261 0.00105687 -0.00147171 0.000595431 -0.00071488 -0.00488994 -0.00131833 0.00121539 0.00924528 -0.0036922 -0.000759798 -0.00134422 0.00390449 0.00171332 -0.00471191 0.00386594 0.00174947 0.000374862 0.00101215 -0.00187094 -0.00578103 -0.00840099 0.00104708 0.00971915 0.0541208 0.0817064 0.00553845 internal_weight=0 13790.6 11943.2 3075.02 9003.7 2939.54 7748.15 2390.37 1275.61 2032.05 5330.29 1847.38 879.508 1724.81 1395.71 1255.54 364.545 91.483 273.062 3731.4 927.646 820.845 84.4675 51.3721 43.6981 122.053 21.6516 1.8632 1.30488 19.7884 internal_count=911180 291869 166538 619311 111206 55332 97499 31360 150228 22995 74174 125331 105353 16610 11637 13707 4295 764 3531 46088 8037 7251 1001 656 395 12181 2286 119 96 2167 is_linear=0 shrinkage=0.01 Tree=577 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 10 10 1 11 10 10 6 5 11 10 1 1 5 3 10 6 6 11 10 10 3 5 10 6 split_gain=1953.45 1230.37 138.968 122.685 117.472 72.9554 62.1764 48.2214 40.4371 32.1623 31.5898 31.409 26.0441 25.992 24.9235 23.5586 52.216 100.618 42.0195 23.1535 26.542 28.0455 21.5955 20.1478 19.7288 27.2732 32.0709 39.4073 20.2495 19.4091 threshold=0.00014260681928130004 0.99989646673202526 -4.4999999999999991 4.0456557144352709e-06 0.8784809708595277 0.015218299813568552 3.3250000000000006 5.7950000000000008 -348.49999999999994 0.99998754262924205 4.9150000000000009 5.8950000000000005 158.50000000000003 1.5000000000000002 0.98755538463592529 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 0.23123827392120072 5.8350000000000009 1.0000000180025095e-35 1.5000000000000002 0.98755538463592529 5.3550000000000013 5.3650000000000011 0.66349106014087067 1.5000000000000002 5.4450000000000012 13.500000000000002 decision_type=2 2 8 2 2 2 10 8 10 2 10 10 2 10 2 10 10 10 10 2 10 2 2 2 10 10 2 10 10 2 left_child=3 2 4 -1 6 -4 -2 10 -5 -3 12 -10 14 19 -7 23 18 -18 -17 20 21 -8 -20 -6 -12 -26 -27 -28 -29 -13 right_child=1 9 5 8 15 7 13 -9 11 -11 24 29 -14 -15 -16 16 17 -19 22 -21 -22 -23 -24 -25 25 26 27 28 -30 -31 leaf_value=-0.0089311706140636771 -0.00088408193858669089 0.006125195825263734 -0.0047544681404241354 -0.0075281847991725496 0.0031099868843070121 -0.0016990080759849652 -0.00090540267462570093 0.002761207013597596 -0.0044305432227848083 0.0097982167765684556 -0.0059190146930050728 -0.0034091178629504825 0.0037137853258663979 2.2599300758077987e-05 0.0014681616207447585 0.0060047283032538465 -0.020317608226783614 0.0015979057249892459 0.0042174777147694952 0.0020325712838109651 -0.0046496137637332255 0.0028142291462396828 -0.0054070979156847863 0.0057609960610224085 0.01583125149277425 -0.0078626041750448593 -0.010413276119538717 -0.0139261655807179 0.013798129806283812 0.0046094742255016162 leaf_weight=1783.632226070622 2216.9121852805838 281.73950774082914 546.67098938277923 393.25864310713951 672.03269284032285 1307.1267891582102 443.50538767315447 343.64838571939617 754.18242735299282 1549.6533428225666 213.87762774247676 54.466439534677193 120.96834258642048 1532.7606620029546 306.78062104154378 212.79365032911301 29.500254981219769 72.276311829686165 36.967367485165596 2748.0819060360081 100.57323258835822 373.33995046978816 63.117187431082129 499.97068975679576 9.2741322135552746 46.648747933097184 12.581848198547958 2.9434456890448955 25.097685866989195 67.715401318273507 leaf_count=469083 21034 9783 23913 44875 4798 10829 3765 8212 93172 115548 4952 4753 1172 28081 4726 2680 136 685 376 38372 741 3468 726 6419 94 817 228 78 236 7428 internal_value=0 0.00160124 0.000430385 -0.00723996 0.00104653 -0.00145898 0.000518109 -0.000704868 -0.00486405 0.00923316 -0.00128723 -0.00366855 -0.000761533 0.0011161 -0.00109697 0.0035161 0.00146752 -0.00475437 0.00349144 0.00157336 0.000197823 0.000794659 -0.00185215 0.00424089 -0.00422524 -0.000473014 -0.00220562 0.00429048 0.0108879 0.00103493 internal_weight=0 13768.8 11937.5 3053.26 9001.83 2935.62 7415.17 2388.95 1269.62 1831.39 2045.3 876.364 1734.88 5198.26 1613.91 1586.66 414.655 101.777 312.878 3665.5 917.419 816.845 100.085 1172 310.423 96.5459 87.2717 40.623 28.0411 122.182 internal_count=911180 291869 166538 619311 111281 55257 95461 31344 150228 125331 23132 105353 16727 74427 15555 15820 4603 821 3782 46346 7974 7233 1102 11217 6405 1453 1359 542 314 12181 is_linear=0 shrinkage=0.01 Tree=578 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 10 10 1 10 11 10 10 2 4 3 10 1 1 10 6 2 1 10 6 3 2 6 1 6 split_gain=1926.44 1218.8 136.326 122.812 114.89 71.5159 63.0885 45.3817 40.241 33.557 32.3421 32.1178 30.9965 30.0545 28.2463 44.221 23.8877 48.6671 97.1629 27.1444 22.4004 26.3189 32.5508 20.3317 20.554 18.9979 20.3374 18.9815 33.5077 34.5184 threshold=0.00014260681928130004 0.99989646673202526 -390.49999999999994 4.0456557144352709e-06 0.94052824378013633 0.18897357583045957 3.4350000000000005 5.5050000000000008 -348.49999999999994 4.9450000000000012 0.99998754262924205 3.9650000000000003 5.8950000000000005 0.80070921985815613 19.500000000000004 0.27320574162679429 6.1150000000000011 -59.499999999999993 -53.499999999999993 6.1550000000000011 142.50000000000003 0.89596861471861489 -63.499999999999993 6.5450000000000008 57.500000000000007 0.86984754376058737 0.12062851552946931 13.500000000000002 -30.499999999999996 8.5000000000000018 decision_type=2 2 10 2 2 2 10 8 10 10 2 10 10 2 8 2 10 10 10 10 2 2 8 10 2 2 2 2 8 2 left_child=3 2 5 -1 6 11 25 9 -5 -7 -3 -2 -10 -11 15 -8 -6 19 -19 -18 21 -21 -23 -13 -25 -4 -27 28 -14 -30 right_child=1 10 4 8 16 7 14 -9 12 13 -12 23 27 -15 -16 -17 17 18 -20 20 -22 22 -24 24 -26 26 -28 -29 29 -31 leaf_value=-0.0089204156335908041 -0.0021653776961666135 0.0060968830201001759 -0.0010520339813750318 -0.0075068590742129564 0.0047379812288766907 -0.0003161832928032287 -0.005664651807808372 0.0034606732378814364 -0.0044052596110654915 -0.0063123550058462839 0.0097912023695283928 -0.0061464084584147332 -0.005017882590738495 0.0075647489762412359 0.0014729637442975803 0.00058564920413614315 0.010249210390655602 -0.020344842290772637 0.0021510462583536299 0.0045234340774205732 -0.0075298828992170479 -0.017512042827181554 0.0090446558027477229 -0.0036946483445199725 0.017841957424414499 0.0010405640630550181 0.011635065409134657 0.0045429324984038438 0.068984251414374934 -0.010069609429552895 leaf_weight=1768.0032051552553 779.91055503021926 280.22498977510259 2176.2792588435113 390.44618503598031 885.23275123909116 1284.4410019656643 141.9937395779416 288.54163126880303 750.94218854676001 159.92640772648156 1535.3276633624919 382.38454526965506 52.043277971213683 17.294416641816497 4635.1833648560569 558.10909518925473 52.796233586966991 27.485206715762615 63.69037201628089 177.77906950935721 21.115292876958847 12.417335115373135 7.3458599019795665 11.635737937409433 7.1571953799575558 220.5412537259981 19.740869469940662 68.018639682326466 1.2640093951486044 0.98101197718642641 leaf_count=469083 8454 9783 21413 44875 9412 11557 1490 7756 93172 2191 115548 24951 4358 144 64661 8023 1267 128 636 1710 117 178 259 191 88 1753 159 7428 176 219 internal_value=0 0.00158785 0.00042631 -0.00721881 0.00103636 -0.00144668 0.000583038 -0.000163555 -0.00483815 -0.000879002 0.009221 -0.00334809 -0.00364492 -0.00495813 0.00119018 -0.000682027 0.00385244 0.00169071 -0.00463042 0.00381385 0.00225999 0.00330643 -0.00764108 -0.00564733 0.00450746 -0.000757418 0.00191098 0.00102345 -0.00338616 0.0344399 internal_weight=0 13746.6 11931 3031.7 8999.71 2931.29 7751.85 1750.2 1263.7 1461.66 1815.55 1181.09 873.249 177.221 5335.29 700.103 1247.86 362.629 91.1756 271.454 218.658 197.542 19.7632 401.177 18.7929 2416.56 240.282 122.307 54.2883 2.24502 internal_count=911180 291869 166538 619311 111206 55332 97499 21648 150228 13892 125331 33684 105353 2335 74174 9513 13707 4295 764 3531 2264 2147 437 25230 279 23325 1912 12181 4753 395 is_linear=0 shrinkage=0.01 Tree=579 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 10 10 11 6 11 10 10 6 3 11 3 6 5 10 10 6 6 6 6 11 10 10 3 3 split_gain=1899.77 1207.33 133.772 122.933 51.1034 38.2752 37.1933 36.552 32.5209 31.4388 31.2383 24.288 21.862 20.9479 36.5143 28.6572 30.2938 20.8062 17.7744 17.3219 24.6247 23.0382 27.5401 17.1644 14.7728 14.1683 13.9091 20.0564 26.335 20.2007 threshold=0.00014260681928130004 0.99989646673202526 0.18897357583045957 4.0456557144352709e-06 0.98755538463592529 5.4450000000000012 3.3950000000000005 5.995000000000001 0.99998754262924205 32.500000000000007 0.0035319819580763002 8.8300000000000018 5.745000000000001 87.500000000000014 0.34514106583072107 5.4114738304633654e-05 0.31281565656565663 408.50000000000006 3.5000000000000004 9.0500000000000025 6.0450000000000008 31.500000000000004 66.500000000000014 103.50000000000001 267.50000000000006 8.8294510192099562e-07 6.3250000000000011 8.2000000000000011 0.44491129785247435 0.93364779874213844 decision_type=2 2 2 2 2 10 10 10 2 2 2 8 10 2 2 2 2 2 10 10 10 2 2 2 2 2 10 10 2 2 left_child=3 2 5 25 6 10 -4 -5 -3 12 -2 18 -7 -9 15 16 23 -11 -6 20 -8 26 -23 -15 -25 -1 -22 28 -28 -29 right_child=1 8 4 7 11 9 19 13 -10 17 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 21 22 -24 24 -26 -27 27 29 -30 -31 leaf_value=-0.0094650827862098868 -0.0021041822371889451 0.0060685717389621172 -0.00032924451416892252 -0.0054075088336953785 0.0031843519491039241 0.0025100753229874494 0.0018522214621681517 -0.0016071844798466583 0.0097841718847533725 0.0046646568690089799 -0.00042656328616572802 0.0073597963189027896 -0.0011352735057173502 0.098121091246911429 0.0049820915565626971 -0.010350849008406706 0.16649140640152418 -0.0060863333159783244 -0.0014729414343634384 0.0063514556557065375 -0.0059078646864997378 0.0081382729923730485 -0.0015255506246142437 -0.010144162719289211 0.092984703812624372 -0.0074542171257418223 0.0061050763434050302 -0.013417792947614714 -0.0023094232711945556 0.0055619336670282354 leaf_weight=1268.3983801454306 1641.3353637009859 278.72452353453264 1418.5540426261723 1121.1376244684216 1038.0756601532921 244.55672440561466 2666.8603513929993 115.49774103541858 1521.1376778683625 269.00703136110678 3428.337164374534 131.39546985737979 502.67686380539089 0.46028772555291897 19.203537362394854 0.56428199261426915 0.28289020340889681 19.291921473806724 88.969498831778765 75.562694743275642 79.506021618843079 54.253848157823086 64.60582959651947 0.48944614827632904 0.19393720896914601 484.12941192172002 54.204344868659973 22.022214598953727 118.52437049150467 7.5235193595290175 leaf_count=365205 59999 9783 10621 136398 12688 4970 16286 11420 115548 5747 38892 6294 6816 19 2281 26 18 600 1039 371 455 279 321 47 19 103878 320 146 638 56 internal_value=0 0.00157448 0.000422249 -0.00719759 0.00150701 -0.000611852 0.00101484 -0.00481228 0.00920878 0.00114008 -0.000969702 0.00329105 5.77866e-05 6.97751e-05 0.00920828 0.0499738 0.0738355 0.00394524 0.0028167 0.00162146 0.00150495 -0.000806667 0.00288553 0.0509168 0.0191228 -0.00890959 -0.0023641 -0.000971183 0.000331148 -0.0085848 internal_weight=0 13725.1 11925.3 3010.36 5820.06 6105.21 4561.62 1257.83 1799.86 1035.53 5069.67 1258.44 747.234 136.692 21.1944 1.99084 1.42656 288.299 1127.05 3143.06 3067.5 400.64 118.86 1.14367 0.683383 1752.53 281.78 202.274 172.729 29.5457 internal_count=911180 291869 166538 619311 49514 117024 29493 150228 125331 18133 98891 20021 11786 13830 2410 129 103 6347 13727 18872 18501 2215 600 85 66 469083 1615 1160 958 202 is_linear=0 shrinkage=0.01 Tree=580 num_leaves=31 num_cat=0 split_feature=10 1 10 5 1 10 1 6 10 10 2 1 2 3 3 2 2 5 10 10 6 6 1 3 1 1 2 1 4 10 split_gain=102.127 81.787 25.5714 24.5486 23.8975 104.616 68.7975 34.439 24.2773 23.5182 24.3528 27.0598 23.3901 23.1643 38.641 35.1999 34.7464 24.3336 43.1122 32.2565 24.0943 21.6779 31.2822 21.1983 22.2097 45.9794 38.0698 22.4805 20.936 23.4035 threshold=1.3750000000000002 -361.49999999999994 1.0000000180025095e-35 2.5000000000000004 -37.499999999999993 4.9450000000000012 -35.499999999999993 107.50000000000001 7.5550000000000006 3.2650000000000001 0.028778467908902653 -11.499999999999998 0.26344707923655292 0.6453654552878727 0.64729990356798472 0.61138079827400227 0.61572802197802212 1.5000000000000002 5.4650000000000007 4.995000000000001 7.5000000000000009 143.50000000000003 -279.49999999999994 0.86391694725028068 -89.499999999999986 -125.49999999999999 0.63582887700534763 -103.49999999999999 19.500000000000004 5.1850000000000014 decision_type=10 10 8 10 8 10 10 2 10 10 2 8 2 2 2 2 2 10 10 10 2 2 10 2 10 10 2 10 8 10 left_child=1 2 -1 4 7 9 13 28 -9 10 -6 -12 -5 15 20 -7 -17 19 -19 -16 -15 23 -23 24 25 -3 -27 -28 29 -2 right_child=3 21 -4 12 5 6 -8 8 -10 -11 11 -13 -14 14 17 16 -18 18 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.00055548254168347915 -0.0032008464745082944 0.00018504796395308161 0.0052539691389030174 -2.5983616875994268e-05 -0.0016525107851744097 -0.0082283660978526418 0.00013126170044651847 -0.0021310723373192219 0.0033529073794254481 -0.0007191554283154252 -0.0023623643972038037 0.0018858892449746156 -0.0024578158223728082 0.042543898905014317 0.0024805967634922879 0.015695328237329158 -0.0036459172635901604 -0.0067454267120070858 0.0083176394863195193 -0.0073025472715899679 -0.010686913249540518 0.071109082582933414 0.0064703458090717451 0.0041042087641247208 0.0004717577416072776 -0.0019251973839001717 -0.034056039895951219 -0.01327801990727768 0.00062362011273602188 8.3143594534716976e-05 leaf_weight=138.93889690004289 312.63871047331486 136.98135677073151 696.58766028098762 670.50296216609422 311.08396422257647 334.79813144425862 372.28056192724034 863.76229428488296 89.047110380139202 1761.4963946184143 168.53040712838992 1358.868287131656 964.39819432911463 2.983865459682419 43.202240063808858 9.9937500057276321 131.60137983749155 34.749110155971721 41.926148325670511 153.26787440455519 1.18923820159398 0.76306889485567708 39.775678210891783 129.25296039599925 964.76380740012974 31.962301512248814 6.311299559660255 29.762959166429937 6182.4178270509001 709.4577433221275 leaf_count=5515 23211 3411 57301 54950 7472 37554 37902 91097 2663 66450 3670 42909 101569 127 2994 343 12627 4969 2743 17432 192 17 934 2966 18788 885 67 305 264886 45231 internal_value=0 0.00201736 0.00447266 -0.000306161 -0.000159677 -0.000725513 -0.00338585 0.000168142 -0.00161855 0.00010658 0.000897738 0.00141714 -0.00146048 -0.00512306 -0.00282532 -0.00646062 -0.00228082 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threshold=0.00014260681928130004 0.99989646673202526 -390.49999999999994 4.0456557144352709e-06 0.94052824378013633 0.015218299813568552 0.020015737973153553 -348.49999999999994 0.97252115607261669 0.99998754262924205 204.50000000000003 0.96999699969997011 0.88478556841388711 83.500000000000014 4.5000000000000009 0.16252188240140047 401.50000000000006 0.6072751322751323 1.5000000000000002 -39.499999999999993 8.8294510192099562e-07 0.75110619469026563 5.5000000000000009 16.500000000000004 6.5000000000000009 3.5000000000000004 19.500000000000004 -63.499999999999993 0.99473056197166454 1.0000000180025095e-35 decision_type=2 2 10 2 2 2 2 10 2 2 2 2 2 10 10 2 2 2 10 10 2 2 10 8 10 10 2 10 2 2 left_child=3 2 5 20 6 22 13 -5 10 -3 12 -12 21 18 29 -16 25 -18 19 -4 -1 23 -2 -7 -25 28 -27 -28 -6 -8 right_child=1 9 4 7 16 8 14 -9 -10 -11 11 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31 leaf_value=-0.0094584693663383318 -0.0048814613249387523 0.0060389880668665933 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18.1719 41.1376 29.9643 21.0381 22.3698 26.3718 18.7379 18.1424 17.7565 50.6537 17.2241 16.6777 26.176 20.301 24.6826 19.3995 28.7998 26.8173 20.5517 18.7168 27.8231 20.7949 16.1474 15.3597 threshold=2.5000000000000004 0.26344707923655292 42.000000000000007 -346.49999999999994 -361.49999999999994 0.88251725271114034 212.50000000000003 0.21889880952380952 -35.499999999999993 0.87577160493827166 5.5000000000000009 1.5000000000000002 -36.499999999999993 -19.499999999999996 -64.499999999999986 15.500000000000002 3.5000000000000004 53.500000000000007 28.500000000000004 29.500000000000004 0.47637648809523808 1.0000000180025095e-35 -100.49999999999999 -296.49999999999994 -234.49999999999997 0.50155279503105599 0.49341991341991348 -75.499999999999986 -33.499999999999993 0.51234756097560985 decision_type=8 2 10 8 10 2 2 2 10 2 8 2 10 10 10 10 8 2 10 10 2 2 10 10 10 2 2 10 8 2 left_child=2 3 17 4 -2 6 8 -8 9 10 -5 12 -12 16 15 -13 -3 19 -19 20 21 -1 23 -23 -25 26 -21 -27 -9 -22 right_child=1 13 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474.221 460.322 445.613 112.163 56.4313 1012.2 55.7315 34.1235 1007.52 14902.2 2414.92 12487.3 4837.15 2120.61 106.432 91.3819 76.5754 7650.12 4674.36 2975.75 13.8825 2716.54 internal_count=911180 159560 751620 56716 2203 54513 41504 2251 39253 38590 38043 9637 1722 102844 7915 1378 102422 751355 195338 556017 254662 104852 3715 3001 2025 301355 173182 128173 775 149810 is_linear=0 shrinkage=0.01 Tree=584 num_leaves=31 num_cat=0 split_feature=10 1 10 40 6 1 3 1 1 1 10 1 10 6 10 10 6 6 6 3 1 10 10 3 10 10 3 10 3 1 split_gain=96.5542 79.3442 24.7583 22.7565 21.3016 29.5007 20.7519 21.7402 43.599 20.6062 54.74 44.0876 40.6692 38.1102 29.093 53.4874 25.6266 24.1936 22.3818 22.771 21.7492 21.5477 19.916 21.4535 19.8079 19.7529 19.5163 19.4227 18.7353 18.5979 threshold=1.3750000000000002 -361.49999999999994 1.0000000180025095e-35 1.0000000180025095e-35 143.50000000000003 -279.49999999999994 0.86391694725028068 -64.499999999999986 -62.499999999999993 -122.49999999999999 3.2650000000000001 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shrinkage=0.01 Tree=585 num_leaves=31 num_cat=0 split_feature=10 46 0 5 40 10 10 18 5 10 46 18 10 10 10 4 10 10 10 10 10 24 5 10 46 4 0 10 46 5 split_gain=94.7405 59.2073 29.9263 23.1062 22.0281 21.5728 19.2475 18.4858 16.2765 15.2154 44.9509 27.5286 48.2175 21.93 19.0855 26.0686 18.4184 18.3601 18.2846 15.0586 18.4331 14.9954 14.4962 26.0736 18.4799 14.369 13.6216 16.2954 22.4832 20.931 threshold=1.3750000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5.3050000000000006 1.0000000180025095e-35 2.5000000000000004 4.3750000000000009 1.0000000180025095e-35 1.0000000180025095e-35 5.1150000000000011 4.9450000000000012 5.4450000000000012 21.500000000000004 4.8650000000000011 5.2150000000000007 9.7700000000000014 4.9050000000000011 4.9350000000000014 1.0000000180025095e-35 10.500000000000002 4.9150000000000009 1.0000000180025095e-35 42.000000000000007 1.0000000180025095e-35 5.745000000000001 1.0000000180025095e-35 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28.4741 23.5363 10.6561 threshold=0.00012842786236425005 0.99989646673202526 -390.49999999999994 4.0456557144352709e-06 0.8784809708595277 0.015218299813568552 0.020015737973153553 -348.49999999999994 0.97252115607261669 0.99998754262924205 0.99473056197166454 3.5000000000000004 300.50000000000006 16.500000000000004 1.5000000000000002 -39.499999999999993 8.8294510192099562e-07 4.5000000000000009 0.16252188240140047 0.88478556841388711 0.5325381140598533 0.48130677847658981 -26.499999999999996 5.5000000000000009 -281.49999999999994 -300.49999999999994 20.500000000000004 0.72245564892623726 -74.499999999999986 -35.499999999999993 decision_type=2 2 10 2 2 2 2 10 2 2 2 10 8 8 10 10 2 10 2 2 2 2 10 10 10 10 8 2 10 10 left_child=3 2 5 16 6 23 12 -5 13 24 -6 -12 -4 -7 15 -14 -1 26 29 20 21 -15 -17 -2 25 -3 27 28 -8 -19 right_child=1 9 4 7 10 8 17 -9 -10 -11 11 -13 14 19 -16 22 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0094508374978501484 -0.004867374309434673 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552.399 500.359 42.2474 internal_count=911180 295043 169712 616137 113527 56185 97723 147054 31360 125331 15804 8191 71694 19905 71688 46620 469083 26029 518 19231 18202 13621 6749 24825 9783 6156 25511 3203 2893 219 is_linear=0 shrinkage=0.01 Tree=587 num_leaves=31 num_cat=0 split_feature=11 11 11 11 46 11 10 10 11 28 10 10 46 10 11 46 6 2 2 10 38 4 6 10 10 6 6 10 2 5 split_gain=1812.91 1171.11 129.264 117.434 56.883 48.6306 37.6561 36.4198 33.0568 32.1114 30.1324 23.675 24.3543 26.1913 22.7763 21.3923 20.7103 38.3669 32.6913 19.6276 19.2824 17.2218 23.6979 16.8413 24.4975 22.3724 27.0077 16.722 15.9159 15.7793 threshold=0.00012842786236425005 0.99989646673202526 0.18897357583045957 4.0456557144352709e-06 1.0000000180025095e-35 0.98755538463592529 3.3950000000000005 5.995000000000001 0.99998754262924205 1.0000000180025095e-35 3.9350000000000005 8.8300000000000018 1.0000000180025095e-35 6.1150000000000011 0.0035319819580763002 1.0000000180025095e-35 87.500000000000014 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1159.95 126.805 117.53 40.3554 39.2886 36.0393 33.2312 29.4871 27.5387 23.5051 20.1314 33.3749 24.3465 19.9131 17.606 17.2798 15.3852 21.0803 15.6792 16.3443 21.2662 16.1716 14.893 19.8116 17.5152 14.6022 14.4292 13.7269 15 threshold=0.00012842786236425005 0.99989646673202526 0.3781151175498963 4.0456557144352709e-06 4.8850000000000007 0.98755538463592529 5.995000000000001 0.99998754262924205 0.0089773964136838514 3.3950000000000005 8.8300000000000018 87.500000000000014 0.34514106583072107 0.31281565656565663 1.0000000180025095e-35 42.000000000000007 0.0043998162727802515 1.0000000180025095e-35 0.66781609195402314 1.0000000180025095e-35 7.5000000000000009 0.63680926916221037 24.500000000000004 9.0500000000000025 6.0450000000000008 8.5000000000000018 8.8294510192099562e-07 18.500000000000004 1.0000000180025095e-35 8.8300000000000018 decision_type=2 2 2 2 10 2 10 2 2 10 8 2 2 2 2 10 2 2 2 2 2 2 10 10 10 2 2 10 2 8 left_child=3 2 4 26 8 9 -5 -3 15 -4 -7 -8 13 -13 16 -2 -6 -18 19 22 -21 27 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1193.7 1731.15 4376.17 3474.83 1244.72 131.448 20.6312 2.08653 2827.86 1700.08 2269.33 1620.1 72.8923 54.8907 32.5237 21.3405 22.367 2428.23 2373.36 340.931 1686.65 19.1855 558.531 332.346 internal_count=911180 295043 169712 616137 126789 42923 147054 125331 63779 22902 20021 13607 2360 123 63010 43196 53717 19793 723 514 373 248 141 14137 13853 1928 469083 222 9293 5181 is_linear=0 shrinkage=0.01 Tree=589 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 10 10 1 11 11 10 10 1 1 4 10 10 1 1 5 10 1 10 2 10 1 1 3 3 split_gain=1763.01 1148.87 129.279 117.619 106.216 67.2203 60.9522 42.9242 38.839 38.3929 33.4046 32.3029 30.8588 26.9222 31.5642 24.8793 24.8675 23.3352 48.2986 95.2034 37.7252 23.3161 22.5513 24.0578 20.9477 19.4414 17.8595 44.7096 28.1717 29.7315 threshold=0.00012842786236425005 0.99989646673202526 -390.49999999999994 4.0456557144352709e-06 0.94052824378013633 0.015218299813568552 2.5450000000000004 5.7250000000000005 -348.49999999999994 0.011652591172605703 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3254 is_linear=0 shrinkage=0.01 Tree=590 num_leaves=31 num_cat=0 split_feature=6 3 3 1 3 1 1 4 38 3 3 1 1 1 3 18 1 6 3 4 1 1 3 3 4 1 3 1 3 1 split_gain=22.4906 31.9073 26.1678 21.3006 16.8732 16.3601 14.557 14.3025 14.1083 13.7165 40.9544 16.8835 31.4084 40.3021 24.8164 21.1201 26.9204 13.707 13.7628 13.4612 24.6332 27.9999 16.9113 14.7619 13.0145 19.3981 12.8844 12.4952 14.1548 27.5866 threshold=1.5000000000000002 0.94754041967664271 0.92890109890109895 -122.49999999999999 0.89751312944084038 -39.499999999999993 -19.499999999999996 23.500000000000004 1.0000000180025095e-35 0.51530771633864425 0.48492424242424242 -248.49999999999997 -64.499999999999986 -60.499999999999993 0.36417112299465243 1.0000000180025095e-35 -282.49999999999994 1.0000000180025095e-35 0.48846085567193326 27.500000000000004 -287.49999999999994 -288.49999999999994 0.46697819314641748 1.0000000180025095e-35 28.500000000000004 -53.499999999999993 0.55594679186228502 -333.49999999999994 0.93782216494845372 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0.00244411 0.00340547 -0.00103847 3.25971e-05 0.00122552 0.000927436 -0.00137893 0.000823091 -0.00106522 -0.00011178 -0.0050847 0.014746 0.0598459 internal_weight=0 8121.43 7288.29 7161.04 3469.61 8331.58 789.615 669.811 7541.97 7500.42 4887.15 3745.78 3327.4 2068.6 1891.46 418.38 54.6657 1141.37 644.99 3691.43 890.383 587.953 577.183 2801.05 1638.56 298.499 2613.27 127.244 3.09997 0.568325 internal_count=911180 591992 553193 538829 238809 319188 25809 22519 293379 292515 183167 137049 123654 86198 82310 13395 1008 46118 24651 300020 82974 43402 43075 217046 69562 13423 109348 14364 172 68 is_linear=0 shrinkage=0.01 Tree=591 num_leaves=31 num_cat=0 split_feature=10 1 10 1 10 1 10 18 10 10 2 1 1 10 4 10 1 1 1 0 10 1 1 2 10 2 1 10 1 1 split_gain=87.8683 74.8501 23.4464 20.4884 49.8522 42.8969 40.7139 31.4745 26.9112 51.9773 25.4989 25.2403 27.4799 27.0537 23.3163 44.8918 28.4512 38.2927 23.2753 33.4287 31.1704 21.7204 20.9835 21.888 20.8175 23.5762 20.7341 24.157 19.6021 20.2878 threshold=1.3750000000000002 -361.49999999999994 1.0000000180025095e-35 -122.49999999999999 3.2650000000000001 -192.49999999999997 5.1350000000000007 1.0000000180025095e-35 4.9450000000000012 5.3350000000000009 0.59921259842519692 -287.49999999999994 -288.49999999999994 5.7250000000000005 20.500000000000004 5.2150000000000007 -101.49999999999999 -103.49999999999999 -151.49999999999997 1.0000000180025095e-35 5.8350000000000009 -125.49999999999999 -281.49999999999994 0.028778467908902653 4.8650000000000011 0.51869322152341024 -202.49999999999997 5.3150000000000004 -11.499999999999998 -9.4999999999999982 decision_type=10 10 8 10 10 8 10 2 10 10 2 10 10 10 8 10 10 10 10 2 10 8 10 2 10 2 10 10 10 10 left_child=1 2 -1 4 22 6 -6 11 24 21 18 12 -8 -14 15 28 17 -17 -11 -20 -21 -10 23 -2 25 -7 27 -13 -5 -30 right_child=3 -3 -4 14 5 8 7 -9 9 10 -12 26 13 -15 -16 16 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.00050764520149153183 -0.0014226809993233614 0.000428430546449245 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5.25198 internal_count=911180 90189 62816 820991 450962 392946 171735 101622 221211 152654 80914 94176 40866 1361 370029 83967 58265 1757 71220 17200 9253 71740 58016 53361 68557 58535 53310 49862 25702 294 is_linear=0 shrinkage=0.01 Tree=592 num_leaves=31 num_cat=0 split_feature=10 46 0 6 6 3 3 3 6 10 6 10 0 10 6 3 10 6 10 10 3 3 3 38 46 6 6 3 3 3 split_gain=86.2093 55.6587 29.3929 25.063 35.5914 57.9184 73.5499 26.1503 26.1208 20.1278 17.7859 24.2688 16.9886 16.004 35.8222 34.5621 46.5685 28.6415 23.8524 21.84 21.3426 24.3734 18.4613 17.5628 16.8652 15.965 15.9266 39.7647 46.0784 30.9365 threshold=1.3750000000000002 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 10.500000000000002 0.68703358208955234 0.66349106014087067 1.0000000180025095e-35 35.500000000000007 1.0000000180025095e-35 414.50000000000006 4.5750000000000011 1.0000000180025095e-35 5.4450000000000012 1.5000000000000002 0.21498599439775909 4.3750000000000009 212.50000000000003 4.0850000000000009 2.4350000000000005 0.37341365461847392 0.38913470993117016 0.42907444668008049 1.0000000180025095e-35 1.0000000180025095e-35 103.50000000000001 1.0000000180025095e-35 0.51530771633864425 0.48492424242424242 0.16749174917491746 decision_type=10 2 2 2 2 2 2 2 2 8 2 10 2 10 2 2 10 2 10 10 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 12 -5 6 7 -6 -8 -1 13 -12 -3 14 23 19 17 22 -19 -16 -15 -22 -17 26 -18 -21 -2 28 29 -28 right_child=10 3 -4 4 5 -7 8 -9 -10 -11 11 -13 -14 20 15 16 24 18 -20 25 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.001914024043063458 -0.00022449284107374363 -0.0014198309010683237 0.0062274540797694344 0.018199999011906227 -0.013900981282203136 -0.0033197979254094168 0.024441527285792471 0.003912139256377992 0.0047185908177685421 0.0032532676036660145 0.001498989296468348 -0.0055352704096048111 0.0012167121935899635 -0.00090542427515428211 -0.0051502850738471256 -0.0025849440166856299 -0.003724273015372777 0.0043379001717964386 -0.0071031898730777778 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2087 7721 11556 19022 7686 internal_value=0 0.00187499 0.00380517 0.000519753 0.00324849 0.00235085 0.00643354 0.00247371 0.0192035 0.00242265 -0.0002823 -0.00311989 -0.000215004 -0.000238514 -0.000421459 -0.00103438 -0.0013641 -0.000351009 0.00321012 0.00102767 0.000382016 0.000898465 -0.000711782 0.000115342 -0.00241293 0.00153213 7.01825e-05 0.00100764 0.00189642 -0.000381494 internal_weight=0 2127.75 877.697 1250.05 265.191 250.171 145.451 111.024 34.4273 558.775 14315.1 217.533 984.862 14097.6 10887.7 5083.44 4382.66 2229.32 205.074 700.782 3209.91 2290.92 2024.25 5804.27 2153.34 647.88 5765.41 1378.85 1082.38 487.808 internal_count=911180 90189 64588 25601 4985 4843 2480 2016 464 36159 820991 25458 20616 795533 565115 352485 327552 83343 9071 24933 230418 182721 74272 212630 244209 23552 211808 45985 34429 15407 is_linear=0 shrinkage=0.01 Tree=593 num_leaves=31 num_cat=0 split_feature=10 1 10 5 2 1 1 10 1 3 5 10 6 10 2 2 6 3 10 10 6 1 1 1 2 1 4 1 1 10 split_gain=84.5885 72.8645 22.9257 22.0841 36.5518 30.6184 21.2072 74.2192 46.455 46.1929 48.9688 53.0144 34.0252 31.1554 29.9526 34.0619 24.1828 21.7324 33.7937 21.2274 21.1344 27.9337 20.6116 45.2243 40.2315 21.9468 19.144 21.0868 28.0337 23.2121 threshold=1.3750000000000002 -361.49999999999994 1.0000000180025095e-35 3.5000000000000004 0.2573593073593074 -19.499999999999996 -37.499999999999993 4.9450000000000012 -35.499999999999993 0.63178947368421057 1.5000000000000002 5.4450000000000012 107.50000000000001 5.0950000000000006 0.61138079827400227 0.61572802197802212 158.50000000000003 0.64729990356798472 5.0750000000000011 7.5550000000000006 143.50000000000003 -279.49999999999994 -89.499999999999986 -125.49999999999999 0.63582887700534763 -103.49999999999999 19.500000000000004 -60.499999999999993 -56.499999999999993 5.0650000000000004 decision_type=10 10 8 10 2 10 8 10 10 2 10 10 2 10 2 2 2 2 10 10 2 10 10 10 2 10 8 10 10 10 left_child=1 2 -1 6 -5 -6 12 16 9 14 13 -12 26 17 -9 -16 -8 18 -11 -14 22 -22 23 -3 -25 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335.12169102695771 373.32072281010915 2.1618023433256885 49.390609497088008 83.625010779127479 915.20211385190487 126.24031877890229 10.018389974487944 138.71487535350025 260.89228362508584 69.417812250787392 2.1394539743196219 89.804313013795763 0.80801278725266357 39.406076728366315 1050.875233897008 33.829946226906031 6.2910444019362322 29.477698494680226 6471.256829070393 49.038835065788589 147.72203082125634 681.60267196409404 leaf_count=5515 14432 4297 57301 36808 59357 142 112887 39201 38626 264 6939 4904 102297 15487 370 13586 10788 5910 57 3204 17 934 20805 948 67 305 294941 1580 9057 50154 internal_value=0 0.00185852 0.00423698 -0.000279563 -0.00173172 -0.00338091 -0.000173297 -0.000705799 -0.00287079 -0.00420643 -0.00133979 0.00336211 0.000125352 -0.00446755 -0.00617917 -0.00244446 9.65189e-06 0.00069786 0.0225102 -0.00160303 0.000416982 0.00755543 0.000193233 -0.00250371 -0.0092487 -0.0166427 0.000355772 -0.00088506 -0.00384164 -0.000216844 internal_weight=0 2125.17 801.965 14311.1 975.84 565.338 13335.2 4791.6 1190.15 816.83 332.975 133.016 8543.61 199.959 483.855 148.733 3601.45 73.7191 4.30126 1005.01 1323.2 40.2141 1282.99 232.112 69.5987 35.7687 7538.6 1067.35 196.761 870.586 internal_count=911180 90189 62816 820991 96307 59499 724684 249019 125344 86718 33561 11843 475665 21718 53157 13956 123675 6231 321 105501 27373 951 26422 5617 1320 372 370164 75223 10637 64586 is_linear=0 shrinkage=0.01 Tree=594 num_leaves=31 num_cat=0 split_feature=5 2 4 5 6 4 4 3 18 0 3 3 2 2 46 3 6 2 3 0 3 28 6 46 3 3 6 2 6 2 split_gain=36.6634 20.0609 18.7424 15.1937 14.8446 25.1496 18.8262 23.663 18.3991 18.473 17.411 26.2235 14.1844 88.0031 17.4789 14.0997 19.2691 13.4754 13.3007 13.1253 12.7262 12.6652 12.8776 12.2092 12.4198 24.178 18.506 11.7165 37.9197 28.6115 threshold=2.5000000000000004 0.26344707923655292 42.000000000000007 3.5000000000000004 53.500000000000007 28.500000000000004 29.500000000000004 0.47637648809523808 1.0000000180025095e-35 1.0000000180025095e-35 0.50155279503105599 0.49341991341991348 0.39938650306748474 0.39593646864686471 1.0000000180025095e-35 0.51234756097560985 37.500000000000007 0.90508365508365518 0.16749174917491746 1.0000000180025095e-35 0.71516754850088193 1.0000000180025095e-35 70.500000000000014 1.0000000180025095e-35 0.87439320388349528 0.87577160493827166 11.500000000000002 0.31158186076218869 14.500000000000002 0.33460559796437661 decision_type=8 2 10 8 2 10 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -3 6 17 7 8 -1 -10 11 18 13 23 -15 -9 -17 21 19 -8 -18 22 -6 -12 27 26 -26 -25 -29 -30 right_child=1 3 -4 -5 5 -7 10 15 9 -11 12 -13 -14 14 -16 16 20 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 29 -31 leaf_value=-0.0012170098481404283 -9.9742140405780381e-05 -0.00080994245566320695 0.015173601567122956 -0.0033245610942317047 -0.0021964440541499932 -0.0012808695236268077 0.0019501511403043554 0.0018149822517026226 0.0053513076223819234 -0.0045980135789428153 -0.00078906638468428914 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53.431665246956982 40.127834537415765 leaf_count=101137 56716 42937 265 59907 8100 133352 22678 26067 2709 1006 38433 40580 27068 98 67 113831 4465 237 71369 38555 5447 4875 48774 27433 642 17265 232 12657 1734 2544 internal_value=0 -0.0013937 0.000157377 -0.00230579 0.000148904 -0.000573559 0.000288472 -0.000203315 -0.00100074 0.00306794 0.000598732 0.000981762 -2.10399e-06 0.000320234 0.0353053 0.000418403 4.19637e-05 0.000918171 0.000567693 0.00107887 0.0035013 0.001021 0.00128351 0.000216403 0.000719112 0.00177728 0.010018 -9.74088e-06 0.0011763 0.00683322 internal_weight=0 1699.78 14730.3 997.01 14722 2383.59 12338.4 4772.93 2090.99 105.535 7565.48 4620.16 2945.32 2422.65 7.1688 2681.94 2112.52 766.669 3548.32 2090.81 149.614 762.084 731.742 2415.48 1610.35 656.794 33.7724 953.552 444.579 93.5595 internal_count=911180 159560 751620 102844 751355 195338 556017 254662 104852 3715 301355 173182 128173 101105 165 149810 123743 61986 132602 61233 9912 61749 56874 100940 62507 18139 874 44368 16935 4278 is_linear=0 shrinkage=0.01 Tree=595 num_leaves=31 num_cat=0 split_feature=10 1 10 40 5 1 10 1 6 3 3 5 10 10 6 10 6 6 1 1 1 3 3 10 10 10 1 1 3 10 split_gain=82.7304 71.8974 22.6201 22.1957 21.4917 23.6579 91.0874 64.659 32.1671 22.3166 36.6911 24.1311 41.1178 30.444 21.9269 21.8699 21.2432 20.7411 23.0004 20.1213 44.4057 34.6222 19.7275 19.0252 18.5855 19.8088 19.5768 21.5576 20.6393 18.5705 threshold=1.3750000000000002 -361.49999999999994 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 -37.499999999999993 4.9450000000000012 -35.499999999999993 107.50000000000001 0.6453654552878727 0.64729990356798472 1.5000000000000002 5.4650000000000007 4.995000000000001 7.5000000000000009 7.5550000000000006 212.50000000000003 143.50000000000003 -275.49999999999994 -89.499999999999986 -125.49999999999999 0.75103305785123975 0.41625412541254131 4.9850000000000012 3.2650000000000001 4.8650000000000011 -10.499999999999998 -9.4999999999999982 0.96999699969997011 5.5750000000000011 decision_type=10 10 8 2 10 8 10 10 2 2 2 10 10 10 2 10 2 2 10 10 8 2 2 10 10 10 8 8 2 10 left_child=1 2 -1 4 5 8 16 9 -2 22 14 13 -13 23 -11 -10 24 19 -19 20 -3 -22 -8 -12 26 -26 -7 -28 -29 -14 right_child=3 17 -4 -5 -6 6 7 -9 15 10 11 12 29 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 25 -27 27 28 -30 -31 leaf_value=0.00048789988212980288 0.00043096445490778938 0.00038442545731090169 0.0049676106492270913 -0.011999669062410952 -0.0013539965826604575 -0.0022208376726241823 -0.0044792938692214471 0.0002008440764661806 -0.0020331527255653963 0.040804412946576177 -0.0063882078250984721 -0.0065795393383158074 0.016265085384448312 -0.0071634267725447544 -0.010679153035693476 0.0031978173175811922 0.0035815966246784386 0.052905285931684663 0.0062167497646384651 0.00077527166490520578 -0.012237969027401244 0.0070128383653585051 -0.0086716081728854012 0.0076078895716802635 -0.0012711696061153779 0.0020038342516213127 0.029536757329334425 0.001262742846451612 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25.6726 threshold=1.3750000000000002 -361.49999999999994 1.0000000180025095e-35 143.50000000000003 -279.49999999999994 0.86391694725028068 -89.499999999999986 -125.49999999999999 0.63582887700534763 -103.49999999999999 -122.49999999999999 3.2650000000000001 -192.49999999999997 5.1350000000000007 1.5000000000000002 4.9450000000000012 5.3350000000000009 0.59921259842519692 0.55594679186228502 -151.49999999999997 158.50000000000003 1.5000000000000002 0.73368794326241138 -125.49999999999999 4.8650000000000011 0.51869322152341024 5.1150000000000011 0.62453007518796999 1813.0000000000002 0.77728174603174616 decision_type=10 10 8 2 8 2 10 10 2 10 10 10 8 10 2 10 10 2 2 10 2 2 2 8 10 2 10 2 2 2 left_child=1 2 -1 5 -5 6 7 -3 -9 -10 11 20 13 -13 -15 24 23 18 -18 28 21 22 -2 -17 25 -14 27 -25 -20 -30 right_child=10 3 -4 4 -6 -7 -8 8 9 -11 -12 12 15 14 -16 16 17 -19 19 -21 -22 -23 -24 26 -26 -27 -28 -29 29 -31 leaf_value=0.00048309689801518562 0.0018602959925201462 8.9508114492598247e-05 0.0049350642457158178 0.060825273741548121 0.0062234902976992836 0.0039278057214483545 0.00038898060166151448 -0.0019553175047061062 -0.033046085926707422 -0.012806523782308392 0.00010090888757763378 -0.0017137837975969138 -0.00068204941864029474 0.0030994431784141341 -0.00025965310406668392 -0.0020278312071762236 -0.0047675417552449605 0.0024291053192018329 -0.0023184155382384645 0.0046557419419002832 0.0046846132087381307 -0.00095494307672552251 -0.0024084634814488279 -0.0068208114814279665 0.001908535039319258 -0.0034863387007179644 -0.0086167223196059149 -0.00068486077996241998 0.23051189732844785 -0.010028535441565256 leaf_weight=135.75578364823014 920.42449129163288 134.59787788521498 661.42749050632119 0.8573839170858264 39.518194332718849 127.39906094083562 953.79044159920886 31.306545737199485 6.3077830988913766 29.416626303456724 7061.7187055781251 927.66173766797874 1046.8136637037387 501.24716807855293 877.33939096785616 157.71128588041756 234.36204988788813 149.98665876942687 319.59332119510509 98.313888725708239 138.74505046149716 701.75393483554944 137.04907656181604 131.32590715563856 202.94967262528371 403.85398331528995 196.56954685680103 92.637752363923937 0.083142164512536421 0.095147970714606345 leaf_count=5515 32208 3411 57301 17 934 2966 18788 885 67 305 370029 70113 39283 17009 84613 17288 28286 9694 36498 6369 3917 18764 3127 15360 10022 19252 29972 9120 24 43 internal_value=0 0.00182275 0.00417692 0.000404444 0.00738297 0.000184801 -0.000227911 -0.00314607 -0.0096431 -0.0163802 -0.00027376 -0.000639279 -0.0011215 -0.000114484 0.000961697 -0.0018869 -0.00289046 -0.00126866 -0.00211871 -0.000633877 0.000717616 0.000404751 0.00130706 -0.00514106 -0.00104898 -0.00146274 -0.00630861 -0.00428281 -0.00226017 0.102143 internal_weight=0 2120.38 797.183 1323.19 40.3756 1282.82 1155.42 201.629 67.031 35.7244 14300.2 7238.52 5340.54 2306.25 1378.59 3034.3 1380.68 802.434 652.448 418.086 1897.97 1759.23 1057.47 578.244 1653.62 1450.67 420.533 223.964 319.772 0.17829 internal_count=911180 90189 62816 27373 951 26422 23456 4668 1257 372 820991 450962 392946 171735 101622 221211 152654 80914 71220 42934 58016 54099 35335 71740 68557 58535 54452 24480 36565 67 is_linear=0 shrinkage=0.01 Tree=597 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 10 10 1 11 10 10 10 1 1 10 11 11 11 2 1 10 10 3 2 10 2 1 1 1 split_gain=1727.39 1131.98 127.072 117.789 105.296 66.6754 57.2446 38.3436 38.3098 33.5972 30.5182 26.1952 22.4306 49.412 94.9878 29.2402 21.7089 19.9062 19.0299 18.7566 29.1473 18.3367 26.3476 30.9495 17.0686 16.8816 16.2858 16.267 27.7466 36.7299 threshold=0.00012842786236425005 0.99989646673202526 -4.4999999999999991 4.0456557144352709e-06 0.8784809708595277 0.015218299813568552 3.3250000000000006 5.7950000000000008 -348.49999999999994 0.99998754262924205 5.3250000000000011 4.9150000000000009 6.1150000000000011 -59.499999999999993 -53.499999999999993 6.1550000000000011 0.98755538463592529 0.18897357583045957 0.98755538463592529 0.89596861471861489 -63.499999999999993 5.3550000000000013 5.3650000000000011 0.66349106014087067 0.31158186076218869 5.8150000000000004 0.33460559796437661 -39.499999999999993 -63.499999999999993 -61.499999999999993 decision_type=2 2 8 2 2 2 10 8 10 2 10 10 10 10 10 10 2 2 2 2 8 10 10 2 2 8 2 10 10 10 left_child=3 2 4 -1 6 -4 27 11 -5 -3 -10 16 18 15 -15 -14 -7 -8 -6 -17 -21 -13 -23 -24 -25 -9 -18 28 -2 -30 right_child=1 9 5 8 12 7 17 25 10 -11 -12 21 13 14 -16 19 26 -19 -20 20 -22 22 23 24 -26 -27 -28 -29 29 -31 leaf_value=-0.0088345995534987332 -0.0013365345320502237 0.0058852153805762121 -0.0046022235505817381 -0.0074232956202126034 0.0029532855802489482 -0.0012925106578852313 0.00058076884775899154 0.015525514501093698 -0.0046536486442209264 0.0097394469053441995 -0.00026752826880117571 -0.0056245761457660789 0.010087619820167971 -0.019955671137699117 0.001453643706780795 0.0027403414956838242 -0.0013399869894442924 0.0018618070016757241 0.0055572039178233435 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5144 internal_value=0 0.00147776 0.000388406 -0.00710996 0.000975161 -0.00143293 0.000479804 -0.000706799 -0.00469684 0.00912748 -0.00350574 -0.00122275 0.00333875 0.00132386 -0.00475857 0.00331555 -0.000747963 0.00105236 0.00405317 0.00191033 -0.00697026 -0.00394641 -0.000312632 -0.00204211 0.00435569 0.00244598 0.00156312 -0.000864908 -0.000495529 0.00126709 internal_weight=0 13583.9 11890.6 2830.28 8993.33 2897.26 7435.1 2357.19 1179.68 1693.27 821.006 2025.69 1558.23 407.881 100.615 307.267 1724.99 5214.75 1150.35 254.465 21.7503 300.697 94.9969 85.7493 40.1811 331.501 328.943 2220.35 1871.77 604.606 internal_count=911180 295043 169712 616137 113608 56104 97788 31344 147054 125331 103115 23132 15820 4603 821 3782 16727 76292 11217 2497 448 6405 1453 1359 542 8212 4993 21496 18308 5625 is_linear=0 shrinkage=0.01 Tree=598 num_leaves=31 num_cat=0 split_feature=10 1 10 10 1 10 10 5 10 10 2 2 40 5 2 5 10 4 10 2 4 10 1 10 1 10 1 10 1 1 split_gain=78.5581 52.779 40.3078 34.0688 29.6811 85.7636 36.6547 52.2902 25.4598 39.3886 24.8475 34.1674 23.753 23.1733 22.6668 43.4869 21.44 21.4344 21.3351 21.4101 18.6556 21.7223 19.499 19.2649 47.4458 26.5705 24.0864 21.6153 23.236 20.747 threshold=2.6250000000000004 -361.49999999999994 2.5450000000000004 2.6250000000000004 -8.4999999999999982 4.9050000000000011 5.4450000000000012 1.5000000000000002 4.8650000000000011 3.9350000000000005 0.61138079827400227 0.61572802197802212 1.0000000180025095e-35 1.5000000000000002 0.34556677890011228 4.5000000000000009 1.6450000000000002 23.500000000000004 4.995000000000001 0.80070921985815613 19.500000000000004 5.1450000000000005 -11.499999999999998 5.2550000000000008 -67.499999999999986 6.0450000000000008 -88.499999999999986 5.8750000000000009 -18.499999999999996 -57.499999999999993 decision_type=10 10 10 8 8 10 10 10 10 10 2 2 2 10 2 10 10 8 10 2 8 8 8 10 10 10 10 10 8 10 left_child=1 3 16 -1 12 8 18 10 9 17 -8 -12 13 20 -9 -16 -3 -6 -7 -20 21 22 -2 26 -25 27 -22 -26 -29 -27 right_child=4 2 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99.728674164274707 700.60413409757894 8.3996886201202852 24.134212964447215 14.493560832692308 3113.3570121203084 60.739122558268718 16.389150499016978 356.14464030787349 1478.7875438928604 369.86034250236116 32.151108697871678 1140.4768812585389 690.54424830025528 2.3025717372074714 1045.3279227665626 357.01733278599568 89.687756969826296 2931.725158830639 34.077830241294578 1.7876961999572802 53.047776835504919 leaf_count=34245 18606 28737 1949 53851 3243 11855 27158 8836 3839 33580 69 2888 1035 264824 7405 337 7780 38564 52453 2474 60433 45873 60 56488 22126 1763 117443 1602 55 1609 internal_value=0 0.00136756 0.000268611 0.00280928 -0.000353083 -0.00117001 -0.0037274 -0.00130786 -0.000158831 -0.000375434 -0.00518817 0.00272428 -7.44903e-05 -5.53971e-05 0.00227836 -0.00193844 -0.00014758 0.000501377 -0.00533948 -0.00657404 0.000280191 -0.0010211 -0.00352467 0.0004975 0.0014344 -0.000985728 0.000133767 0.000356748 0.00775714 -0.00468092 internal_weight=0 3331.22 1890.32 1440.9 13041.5 3316.48 939.747 375.766 2376.73 2277.01 180.483 32.5339 9725.05 9710.55 195.283 77.1283 1748.3 1576.4 563.981 402.011 6597.2 944.047 253.502 5653.15 1580.95 535.618 4072.2 392.883 35.8655 142.736 internal_count=911180 126562 38466 88096 784618 192701 113475 46693 79226 75387 30115 2957 591917 590882 16578 7742 36517 41807 66782 54927 326058 64539 18666 261519 83643 27155 177876 23783 1657 3372 is_linear=0 shrinkage=0.01 Tree=599 num_leaves=31 num_cat=0 split_feature=11 11 11 11 46 11 10 10 11 11 10 10 46 10 6 6 2 2 6 2 11 10 46 6 2 10 4 11 5 4 split_gain=1701.51 1120.09 121.206 117.905 61.1791 36.1069 35.8569 35.3471 33.7676 32.8275 23.848 22.3877 23.2608 25.1257 21.8064 32.1083 44.9146 36.9508 56.7741 43.884 48.4557 21.6724 20.9914 19.6787 30.8107 19.3731 18.1095 17.7972 21.5137 17.6218 threshold=0.00012842786236425005 0.99989646673202526 0.51461192965507518 4.0456557144352709e-06 1.0000000180025095e-35 0.0023884368129074005 2.5450000000000004 5.995000000000001 0.99998754262924205 0.98755538463592529 3.0850000000000004 8.8300000000000018 1.0000000180025095e-35 6.1150000000000011 9.5000000000000018 10.500000000000002 0.27293771043771048 0.33460559796437661 33.500000000000007 0.33218390804597703 0.0028879296733066002 2.5750000000000006 1.0000000180025095e-35 79.500000000000014 0.65419580419580436 5.6550000000000011 23.500000000000004 5.4114738304633654e-05 1.5000000000000002 19.500000000000004 decision_type=2 2 2 2 2 2 10 10 2 2 8 8 2 10 2 2 2 2 2 2 2 10 2 2 2 10 10 2 8 8 left_child=3 2 4 -1 5 -2 14 22 -3 10 -4 12 -11 -14 -6 -16 -17 18 19 -18 -21 -8 -5 -9 -25 26 -7 28 -26 -23 right_child=1 8 9 7 6 25 21 23 -10 11 -12 -13 13 -15 15 16 17 -19 -20 20 -22 29 -24 24 27 -27 -28 -29 -30 -31 leaf_value=-0.0088224300784786186 -0.0043633273623634693 0.005855915523377473 -0.00079764540452432879 -0.0070629880183246795 -0.0022852230954557664 0.0025685203884838804 0.0071910459551284738 -0.0015188819971782232 0.0097321342221315076 0.0012182333964431559 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0.46649214578792442 0.72065634606406104 3959.7899146466516 leaf_count=469083 23456 9783 3647 51346 5775 1721 343 11074 115548 6533 15926 6294 4120 3074 83 1019 46 1183 300 40 61 8258 82101 2407 42 1593 23275 20 64 62965 internal_value=0 0.00146472 0.000384646 -0.00708664 -0.000350776 -0.00174994 0.000212407 -0.00466841 0.00911429 0.001772 0.00118783 0.00313742 0.0026866 0.00411499 -0.00147974 0.00117116 0.000284705 0.00348598 0.0108685 0.0223477 0.0295361 0.000595195 -0.00528288 0.000232661 0.0088248 -0.00112989 -0.00142687 0.0444249 0.0592516 0.000522413 internal_weight=0 13556.9 11879.6 2808.92 7763.97 2228.21 5535.76 1173.73 1677.33 4115.6 2882.42 1233.18 1109.03 562.166 1021.25 237.995 224.896 148.628 46.5595 22.3775 17.7108 4514.51 1042.97 130.76 22.1422 1800.92 1664.46 2.19056 1.72407 4465.23 internal_count=911180 295043 169712 616137 130118 50045 80073 147054 125331 39594 19573 20021 13727 7194 8507 2732 2649 1630 447 147 101 71566 133447 13607 2533 26589 24996 126 106 71223 is_linear=0 shrinkage=0.01 Tree=600 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 10 1 10 11 11 10 10 2 10 1 2 10 10 1 1 10 1 10 4 10 10 10 1 1 split_gain=1677.83 1109.3 123.69 117.97 101.602 64.2068 59.2029 37.9325 37.4082 36.7426 33.9371 29.987 27.7462 28.9224 27.6961 25.0989 29.4615 22.9876 22.3499 45.7402 91.5398 27.1376 21.512 22.845 20.8185 19.2467 18.6189 17.6135 17.3722 43.2473 threshold=0.00012842786236425005 0.99989646673202526 -390.49999999999994 4.0456557144352709e-06 0.94052824378013633 0.18897357583045957 2.5450000000000004 -348.49999999999994 5.5050000000000008 0.011652591172605703 0.99998754262924205 5.3250000000000011 4.9450000000000012 0.80070921985815613 3.9650000000000003 -89.499999999999986 0.98936170212765973 4.0250000000000012 6.1150000000000011 -59.499999999999993 -53.499999999999993 6.1550000000000011 -39.499999999999993 1.6450000000000002 20.500000000000004 6.5450000000000008 2.5750000000000006 4.6750000000000007 -63.499999999999993 -62.499999999999993 decision_type=2 2 10 2 2 2 10 10 8 2 2 10 10 2 10 10 2 10 10 10 10 10 10 10 10 10 10 10 10 8 left_child=3 2 5 -1 6 14 15 -5 12 17 -3 -9 27 -14 -2 16 -4 -8 -6 21 -21 -20 23 28 -23 -16 -11 -7 -17 -30 right_child=1 10 4 7 18 8 9 11 -10 26 -12 -13 13 -15 25 22 -18 -19 19 20 -22 24 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0088109306143012607 -0.0021460757910167021 0.0058276019232329467 -0.0030288102909182247 -0.0073789940260909669 0.0045124159463963334 -0.00074060439292308812 -0.0019433222021780364 -0.0046022685469081122 0.0031711715685092292 0.0068173469932566299 0.0097248793702646771 -0.00024574078123199179 -0.00598677274764731 0.0077189443590181244 -0.0059248600909004969 -0.00055859248885318667 -0.013387985648713527 0.00046060347711743147 0.010202202335269609 -0.019957178221088303 0.0020047529536432484 0.0058095307178631988 -0.0039551999490870012 -0.0035554596393834854 -0.00051770464182840533 0.0044782937310504905 0.0013191262847501277 0.0030489848911365277 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22.6279 14.711 threshold=0.00012842786236425005 0.99989646673202526 4.0456557144352709e-06 0.51461192965507518 4.8850000000000007 5.995000000000001 0.99998754262924205 0.98755538463592529 0.0089773964136838514 3.0850000000000004 1.0000000180025095e-35 0.72245564892623726 5.0850000000000009 0.99938118811881205 1.0000000180025095e-35 0.45848997493734339 8.8300000000000018 79.500000000000014 0.65419580419580436 42.000000000000007 5.4114738304633654e-05 6.6150000000000011 1.0000000180025095e-35 1.0000000180025095e-35 9.7700000000000014 19.500000000000004 8.8294510192099562e-07 1.0000000180025095e-35 0.49341991341991348 0.87585616438356173 decision_type=2 2 2 2 10 10 2 2 2 8 2 2 10 2 2 2 8 2 2 10 2 10 2 2 10 10 2 2 2 2 left_child=2 3 26 4 8 -4 -3 9 19 -5 11 13 -13 14 -6 -16 -9 -7 27 29 21 -20 -10 24 -12 -14 -1 -19 -29 -2 right_child=1 6 5 7 10 17 -8 16 22 -11 23 12 25 -15 15 -17 -18 18 20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0094048716123611865 -0.0023657696223087213 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18.805429470725365 0.71163971652276758 0.80915241688489814 0.46136820642277587 1.1079011494293807 46.485804498195648 245.84025916014798 2.8039521723985663 150.07482928340323 446.47978771536145 0.20765832997858424 1.0075233308598397 183.36171202501282 leaf_count=365205 41055 9783 133447 3647 46407 11074 115548 13727 22085 15926 5305 1244 380 2642 480 1132 6294 2272 61 5 20 45 386 4216 18 2627 103878 17 118 2136 internal_value=0 0.00143999 -0.00704318 0.000377368 -0.000345614 -0.00461706 0.00908874 0.00174313 -0.00098461 0.00116518 0.00063431 0.00105658 -0.00226868 0.00141118 0.00175525 0.00710416 0.00309872 0.000244096 0.00868559 -0.00201806 0.0422317 0.055569 -0.000404195 -0.00109027 -0.00242315 -0.00423477 -0.00879935 0.00486375 0.0392643 -0.00203996 internal_weight=0 13516.2 2770.24 11867.5 7759.79 1163.24 1648.72 4107.73 4696.96 2879.9 3062.83 2460.39 237.091 2223.3 1996.84 86.451 1227.83 130.613 22.3015 1689.23 2.28091 1.81954 3007.73 602.438 356.598 177.012 1607 20.0206 1.21518 1688.42 internal_count=911180 295043 616137 169712 130118 147054 125331 39594 65667 19573 64451 54912 4251 50661 48019 1612 20021 13607 2533 43196 126 106 22471 9539 5323 3007 469083 2407 135 43191 is_linear=0 shrinkage=0.01 Tree=602 num_leaves=31 num_cat=0 split_feature=5 2 1 1 1 3 6 2 1 3 5 6 1 1 5 5 1 6 3 3 1 2 3 2 6 5 3 1 3 1 split_gain=34.6498 19.3674 18.027 23.7758 17.6633 17.5547 18.0956 39.9608 29.3198 20.4436 21.3618 25.0859 17.7394 16.5742 53.2385 16.5738 15.7225 13.8224 18.2479 13.6497 13.5225 48.9937 21.2191 31.1042 16.1087 15.7837 13.5192 15.6507 13.6091 13.0127 threshold=2.5000000000000004 0.26344707923655292 -346.49999999999994 -361.49999999999994 -19.499999999999996 0.88251725271114034 212.50000000000003 0.21889880952380952 -35.499999999999993 0.87577160493827166 5.5000000000000009 1.5000000000000002 -36.499999999999993 -64.499999999999986 15.500000000000002 3.5000000000000004 -33.499999999999993 53.500000000000007 1.0000000180025095e-35 0.5818926974664681 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0.00690843 -0.00226562 -0.000456004 0.000518151 0.00884774 7.15082e-05 0.000509362 0.000118854 0.00395678 0.00871105 -0.000898404 0.00347372 -0.00235808 0.0201715 0.000153834 -0.000547466 0.0171441 -0.0034308 -4.21165e-05 -0.00411524 -0.00291945 0.00992083 0.0390162 -0.000434613 0.00238667 0.00344598 -0.00741072 internal_weight=0 1679.14 694.912 35.0018 984.225 659.91 486.395 24.7538 461.642 448.115 433.62 108.678 54.9096 53.7682 33.1877 979.559 13.7958 14569 2355.98 4.66627 583.031 97.9711 485.06 365.567 32.8225 1.76017 2317.86 158.25 142.124 38.1128 internal_count=911180 159560 56716 2203 102844 54513 41504 2251 39253 38590 38043 9637 1722 7915 1378 102422 775 751620 195339 422 59762 8822 50940 44071 1237 110 194524 5157 3872 815 is_linear=0 shrinkage=0.01 Tree=603 num_leaves=31 num_cat=0 split_feature=11 11 11 11 46 11 11 11 46 11 46 5 4 2 2 11 4 11 46 4 2 4 2 5 2 2 11 4 5 2 split_gain=1630.67 1087.88 118.081 114.806 58.9322 35.298 34.269 31.7166 26.8001 20.4029 16.3225 17.5979 15.9221 18.1555 16.5042 15.3989 14.4217 13.1862 12.407 16.0568 11.0202 14.0263 10.8341 10.7782 12.2883 15.6223 11.9758 10.4912 9.908 12.138 threshold=0.00012842786236425005 0.99989646673202526 4.0456557144352709e-06 0.51461192965507518 1.0000000180025095e-35 0.0023884368129074005 0.99998754262924205 0.98755538463592529 1.0000000180025095e-35 0.0070173616986721008 1.0000000180025095e-35 3.5000000000000004 19.500000000000004 0.80070921985815613 1.0000000180025095e-35 8.8294510192099562e-07 23.500000000000004 0.0089773964136838514 1.0000000180025095e-35 19.500000000000004 0.24494897959183673 12.500000000000002 0.43190909090909096 1.5000000000000002 0.84248120300751894 0.85307609282245023 0.0019640936516224501 42.000000000000007 6.5000000000000009 0.64326765188834167 decision_type=2 2 2 2 2 2 2 2 2 2 2 10 8 2 2 2 10 2 2 8 2 8 2 10 2 2 2 8 10 2 left_child=2 3 15 4 5 -2 -3 18 -4 23 22 -12 13 14 -11 -1 20 -15 19 -5 -7 -22 -9 -6 -25 26 -26 -14 -18 -30 right_child=1 6 8 7 9 16 -8 10 -10 12 11 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554.02175329439342 63.438732329756021 3260.6922201495618 4.2405583821237078 259.35472202673554 443.24825836985838 1639.9517616517842 31.811935231089592 1760.994116961956 1040.6769662713632 48.661824927665293 56.358137047849596 300.4768276992254 496.30792117165402 0.61323930043727404 25.584957185201347 0.56460253335535526 2.9173843190073958 10.010167168453334 3.3035071482881895 leaf_count=365205 23456 9783 54365 624 34588 507 115548 4747 92689 425 7988 920 22383 28 2015 103878 24306 190 10434 8515 694 877 6366 19918 27 470 13 16 132 73 internal_value=0 0.00142735 -0.00702068 0.000373424 -0.00034217 -0.00171773 0.00907585 0.00172601 -0.00459065 0.000210116 0.0030737 0.00421871 0.000649527 -0.00132016 -0.000589698 -0.00878736 -0.00110557 -0.0080607 0.00115257 0.000328682 0.00192058 0.00361847 0.00191002 -0.000628774 -0.00185109 0.00474939 0.0403581 0.000872071 -0.00137062 0.00722126 internal_weight=0 13495.7 2750.5 11861.3 7757.25 2222.28 1634.42 4104.01 1157.88 5534.97 1225.01 617.46 3632.35 368.739 332.686 1592.62 1798.07 36.0525 2879 1118.01 144.801 105.02 607.554 1902.63 523.071 26.7628 1.17784 3263.61 1653.27 13.3137 internal_count=911180 295043 616137 169712 130118 50045 125331 39594 147054 80073 20021 8908 25057 2658 2440 469083 26589 218 19573 9139 2078 1571 11113 55016 20428 510 40 22399 24511 205 is_linear=0 shrinkage=0.01 Tree=604 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 11 1 11 11 6 3 6 3 11 9 4 0 4 6 1 1 1 4 3 6 3 1 1 6 split_gain=1607.93 1077.3 120.443 118.128 97.2916 62.0906 40.1138 37.7757 34.4351 29.3325 25.0234 19.4799 15.7515 16.6445 15.4826 14.8337 14.4724 13.9222 14.6382 13.3561 13.1707 13.6305 18.7454 49.4132 12.6714 12.6046 29.9617 12.3587 17.4715 12.2901 threshold=0.00012842786236425005 0.99989646673202526 -390.49999999999994 4.0456557144352709e-06 0.94052824378013633 0.015218299813568552 0.020015737973153553 -348.49999999999994 0.99998754262924205 0.97252115607261669 204.50000000000003 0.96999699969997011 401.50000000000006 0.6072751322751323 8.8294510192099562e-07 1068.5000000000002 16.500000000000004 1.0000000180025095e-35 26.500000000000004 5.5000000000000009 -39.499999999999993 -22.499999999999996 -21.499999999999996 25.500000000000004 0.50952467343976793 309.50000000000006 0.6586800573888093 -281.49999999999994 -300.49999999999994 13.500000000000002 decision_type=2 2 10 2 2 2 2 10 2 2 2 2 2 2 2 10 8 2 8 2 10 10 10 10 2 2 2 10 10 2 left_child=3 2 5 14 6 24 15 -5 25 10 16 -12 -6 -14 -1 20 -7 -8 19 -19 -4 -22 23 -23 -2 27 -27 28 -3 -9 right_child=1 8 4 7 12 9 17 29 -10 -11 11 -13 13 -15 -16 -17 -18 18 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0093912888400803762 -0.0032637746266497305 0.0042182323391912364 -0.00015475126257340064 -0.0073229774049521435 0.0037479865200420789 0.0036126741780699184 0.001408416159527725 -0.0043504926185701778 0.0097029668897822725 0.0011538414960597255 0.0028970367339961486 0.022453472281672809 0.0023000947581185626 -0.013930230304203244 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13566 645 21274 51634 115548 11455 1035 35 90 51 103878 6 18190 742 6009 101 6802 20 1708 101 12543 106 30 3540 28 51481 internal_value=0 0.00141526 0.000369889 -0.00699876 0.000940978 -0.00140913 0.000529738 -0.00456504 0.00906293 -0.000709272 -0.00137998 0.00440027 0.00357726 -0.00404147 -0.00877565 -0.000399015 -0.0016308 0.0010861 0.000196367 -0.00272127 -0.000412664 -0.00216922 0.0016107 0.0184985 -0.0044888 0.00574275 -0.00509254 0.00618694 0.00370647 -0.00337684 internal_weight=0 13475.3 11854.8 2731.63 8974.03 2880.78 7763.05 1152.76 1620.45 2347.35 1726 71.7804 1210.98 26.5419 1578.87 2908.25 1654.22 4854.8 1291 151.747 2907.19 372.208 75.9366 6.04919 533.438 261.892 10.3133 251.578 111.69 805.655 internal_count=911180 295043 169712 616137 113527 56185 99820 147054 125331 31360 19905 1070 13707 141 469083 71694 18835 28126 6852 843 71688 8631 1829 121 24825 9783 136 9647 6107 103115 is_linear=0 shrinkage=0.01 Tree=605 num_leaves=31 num_cat=0 split_feature=11 11 11 11 46 11 11 11 46 46 4 46 5 6 2 4 11 4 5 2 3 4 2 2 6 3 6 2 6 2 split_gain=1585.46 1066.84 118.17 111.215 50.257 42.9543 34.5894 27.6154 26.4908 20.6015 18.0476 15.9492 17.4061 15.9056 18.3077 17.4559 15.5662 14.9892 13.3232 17.5418 13.2123 12.7741 12.6658 13.5917 12.5281 16.2109 12.4264 28.7293 12.231 11.9925 threshold=0.00012842786236425005 0.99989646673202526 4.0456557144352709e-06 0.18897357583045957 1.0000000180025095e-35 0.98755538463592529 0.99998754262924205 0.0023884368129074005 1.0000000180025095e-35 1.0000000180025095e-35 42.000000000000007 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 0.68208556149732635 23.500000000000004 8.8294510192099562e-07 19.500000000000004 1.5000000000000002 0.6802061855670104 0.5818926974664681 23.500000000000004 0.88478556841388711 0.75110619469026563 366.50000000000006 0.73368794326241138 309.50000000000006 0.34556677890011228 833.50000000000011 0.023937770392229853 decision_type=2 2 2 2 2 2 2 2 2 2 8 2 10 2 2 10 2 8 10 2 2 10 2 2 2 2 2 2 2 2 left_child=2 3 16 4 7 9 26 -2 -4 17 13 20 24 15 18 29 -1 -5 19 -15 -7 -9 23 -19 -13 -26 -3 -28 -16 -6 right_child=1 6 8 5 10 11 -8 21 -10 -11 -12 12 -14 14 28 -17 -18 22 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.0093845309439560144 -0.0042656306211365583 0.0061590975723323843 -0.0065407906812812834 0.0035799526619622736 -0.0071275200814542375 0.0029520380204788137 0.0096956227775380176 0.0021344660695041115 -0.0033861301467525617 0.0014294191739401729 0.026999922777174539 0.0049962046392793957 -0.00080027806890348792 0.0011369228906910501 -0.0020223811862141493 -0.0003864959152018351 -0.0071615772169084067 -0.0003018822691025985 -0.00052489913802875239 0.032005124241487305 -0.00015197042019238728 -0.0016026773109040246 0.0031538574387412694 -0.0062278290250008372 0.0022001358659369942 -0.020477451843258554 -0.030831891484465981 0.0057346539728160483 0.029588813583821226 -0.001976692333243111 leaf_weight=1128.2247476762859 421.45772178890184 250.1972964303568 419.58230397093575 111.04550924990326 61.335069452412426 396.70261609368026 1346.0557153029367 99.366331473458558 728.11700926756021 2866.0995745249093 2.4712310768663874 534.69978303648531 63.300655126571655 1794.2715659742244 297.70025276998058 1470.1920258351602 437.02865772391669 1409.8693911479786 626.63599989144132 1.8428791090846051 209.57549141347408 1150.1278682884295 103.65477581508458 39.796604212373495 11.462809056043623 4.3478015512228003 3.044326236471532 7.3026254223659635 1.2290447861887503 171.8459177701734 leaf_count=365205 23456 9647 54365 882 741 8366 115548 1710 92689 15685 13 7889 920 30162 5138 18196 103878 11734 17972 34 2747 20210 884 308 78 21 30 106 33 2533 internal_value=0 0.0014032 -0.00697674 0.000366364 -0.000574408 0.00136406 0.00905008 -0.00205211 -0.00453943 0.000915545 -1.67231e-05 0.00302948 0.00416578 -3.18109e-05 0.000442488 -0.000789655 -0.00876387 3.06357e-05 0.000730578 0.00116859 0.00187906 -0.00130548 -0.000223102 -0.000464563 0.0047368 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1.0000000180025095e-35 143.50000000000003 -279.49999999999994 -89.499999999999986 -125.49999999999999 0.63582887700534763 -103.49999999999999 2.5000000000000004 -37.499999999999993 4.9450000000000012 -35.499999999999993 107.50000000000001 0.6453654552878727 0.64729990356798472 0.61138079827400227 0.61572802197802212 1.5000000000000002 5.4650000000000007 4.995000000000001 7.5000000000000009 212.50000000000003 7.5550000000000006 0.26344707923655292 -351.49999999999994 -356.49999999999994 0.88251725271114034 decision_type=10 10 2 8 2 2 8 10 10 2 10 10 8 10 10 2 2 2 2 2 10 10 10 2 2 10 2 8 8 2 left_child=1 2 3 -1 11 7 -7 8 -3 -10 -11 12 15 24 16 -2 18 23 -15 -20 22 -22 -19 -18 -14 -17 27 28 -13 -29 right_child=4 5 -4 -5 -6 6 -8 -9 9 10 -12 26 13 14 -16 25 17 20 19 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.0020794938240391884 0.00044326931855859285 0.00029507723717789346 0.0062157603420911192 0.0037492159711560191 -0.012003309260486856 0.059549898649981323 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141.75521127984393 1.0881915580248458 161.43912230746355 87.271002069814131 923.83816542907152 449.41046672058292 11.845513027743435 165.34549954242539 leaf_count=2565 332597 4297 28129 32122 1089 17 934 20805 948 67 305 1710 113780 37553 37853 90901 127 2994 343 12627 4969 2743 17432 192 6693 2663 101530 40117 270 12808 internal_value=0 0.00171655 0.00402893 0.00273955 -0.000256187 0.000351494 0.00741021 0.000128995 -0.00256599 -0.00920968 -0.0163178 -0.000243094 -0.000109351 -0.000690567 -0.00310802 0.000220252 -0.00485889 -0.00257917 -0.00619514 -0.00192517 -0.00305865 0.00183178 -0.00500956 0.0271347 5.06001e-05 -0.00148289 -0.00130504 5.48797e-05 0.00742066 -0.00033103 internal_weight=0 2071.28 768.852 483.673 14059 1302.43 39.7995 1262.63 226.999 68.33 35.3764 14043.3 12472.5 4513.49 1059.08 7959.02 698.264 258.037 440.227 133.004 253.939 72.4145 181.525 4.09769 3454.4 921.523 1570.8 646.964 32.2084 614.756 internal_count=911180 90189 62816 34687 820991 27373 951 26422 5617 1320 372 819902 663467 237306 116833 426161 78980 28457 50523 12970 28138 7712 20426 319 120473 93564 156435 54905 1980 52925 is_linear=0 shrinkage=0.01 Tree=607 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 1 11 11 11 5 11 3 11 7 5 1 1 3 5 1 1 3 28 1 1 1 11 1 3 split_gain=1561.64 1055.51 118.216 116.909 95.1131 61.0732 37.384 34.7412 34.3127 28.0014 16.3517 19.9126 15.7097 15.6617 14.365 13.2014 14.5821 13.4709 12.7666 16.5178 12.5325 20.0101 11.6052 11.2152 11.1802 11.0059 12.9382 10.7506 10.7096 11.7406 threshold=0.00012842786236425005 0.99989646673202526 4.0456557144352709e-06 -4.4999999999999991 0.8784809708595277 0.015218299813568552 -348.49999999999994 0.99998754262924205 0.020015737973153553 0.97252115607261669 2.5000000000000004 0.99473056197166454 0.31281565656565663 8.8294510192099562e-07 83.500000000000014 1.5000000000000002 -39.499999999999993 -26.499999999999996 0.50952467343976793 5.5000000000000009 -281.49999999999994 -300.49999999999994 0.31838294448913923 1.0000000180025095e-35 -50.499999999999993 -31.499999999999996 -63.499999999999993 0.0011766494717448501 -310.49999999999994 0.71940522036799326 decision_type=2 2 2 8 2 2 10 2 2 2 10 2 2 2 10 10 10 10 2 10 10 10 2 2 10 8 10 2 10 2 left_child=2 3 13 4 8 18 -4 20 14 -7 11 -6 23 -1 15 16 -2 -18 19 27 21 -3 -14 -10 -25 26 28 -5 -12 -30 right_child=1 7 6 5 10 9 -8 -9 12 -11 25 -13 22 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.0093772981827203138 0.00032855334718275448 0.0037568180106553883 -0.0072783180903108671 -0.0058086267494599202 0.0027029915022513452 -0.0013542044599957604 -0.0033286684619235314 0.0096880152108082956 -0.00016588033089343031 0.0011254790453385035 0.0041539895754294388 0.0052784492446788294 0.0087946765412496557 -0.0071382036028310551 0.036108238056406894 -0.0015365884697399761 -0.0034693531969869256 0.0011291250307896262 -0.0064236814416656499 0.011529489639283366 0.0076210038213723255 -0.027842207500440894 0.0013266109746277286 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24.5044 25.2665 27.8991 22.1845 22.1789 45.8918 89.6346 27.1008 22.1819 21.1181 19.8466 19.3155 18.9376 23.1087 16.8379 16.8234 threshold=0.00012842786236425005 0.99989646673202526 4.0456557144352709e-06 -390.49999999999994 0.94052824378013633 0.015218299813568552 2.5450000000000004 -348.49999999999994 5.5050000000000008 4.9450000000000012 0.99998754262924205 0.0028879296733066002 5.3250000000000011 2.6250000000000004 182.50000000000003 -89.499999999999986 -90.499999999999986 158.50000000000003 6.1150000000000011 -59.499999999999993 -53.499999999999993 6.1550000000000011 142.50000000000003 3.9650000000000003 0.97252115607261669 0.78322452306747448 -39.499999999999993 1.6450000000000002 1.0000000180025095e-35 2748.0000000000005 decision_type=2 2 2 10 2 2 10 10 8 10 2 2 10 10 2 10 10 2 10 10 10 10 2 10 2 2 10 10 2 2 left_child=2 3 -1 5 6 -2 14 -4 9 17 -3 23 -9 -13 15 16 -5 24 -6 21 -21 -20 -23 -8 -7 -10 27 -17 -15 -14 right_child=1 10 7 4 18 8 11 12 25 -11 -12 13 29 28 -16 26 -18 -19 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0087392054092773237 -0.0044131277892070168 0.0056579171798917813 -0.0072561394195510987 -0.0030214141268866471 0.0043769163833384511 -0.0016855936680847936 -0.0027723649970178266 -0.0044663131307751524 -8.2910841006900287e-05 -0.0050312450410735345 0.0096806174472511136 0.0061086145176470321 -0.00016422228268898542 0.0011367402141701701 0.0073521240007851209 0.00042101957399027812 -0.012170458806022705 0.0033662024282769638 0.010171477722154675 -0.019960497953622047 0.001831320050918393 0.0030093238035183477 -0.0078735071552699654 0.00021750472427820155 0.00089606331891602814 0.0044448146358962897 -0.0040101414301343579 -0.0039196931101982066 -0.013211212497001084 0.092977080302171902 leaf_weight=1537.4190231461544 527.84040826233104 257.81211085058749 339.74585810943972 160.24129357561469 851.05895575787872 1228.7693326314911 335.68529307702556 586.62208201689646 195.33485585171729 221.74037204030901 1320.2261095095892 103.96634360030293 210.6701104415115 5301.1905038096011 30.633366152644157 654.01601829845458 42.0837282538414 121.73851842340082 49.376666514202952 27.150814056396484 61.924838665872812 192.18816779181361 20.751304589211941 797.42934457818046 393.01736323907971 182.01682410482317 176.47138135600835 150.9543947307393 8.1917698681354505 0.19410129683092137 leaf_count=469083 24825 9783 43939 1396 9412 10439 11453 75232 2333 5370 115548 643 27846 41151 342 5059 276 1212 1267 128 636 2147 117 36357 5462 6544 1347 1705 91 37 internal_value=0 0.00137879 -0.00693087 0.000359381 0.000916435 -0.00138008 0.000515486 -0.00448618 -0.000696672 -0.00123386 0.00902341 0.000885325 -0.00330612 0.00121052 -0.0014782 -0.00170671 -0.00492442 -0.000750916 0.00350424 0.00139066 -0.00481096 0.00349656 0.00194877 -0.000668244 -0.00105997 0.00210105 -0.00104338 -0.000392985 0.0011146 -7.84854e-05 internal_weight=0 13411.8 2674.65 11833.8 8963.31 2870.46 7760.86 1137.23 2342.62 1965.27 1578.04 6546.46 797.486 5413.35 1214.4 1183.77 202.325 1743.53 1202.45 351.392 89.0757 262.316 212.939 1133.11 1621.79 377.352 981.442 804.97 5309.38 210.864 internal_count=911180 295043 616137 169712 113527 56185 99820 147054 31360 22483 125331 89695 103115 41885 10125 9783 1672 17113 13707 4295 764 3531 2264 47810 15901 8877 8111 6764 41242 27883 is_linear=0 shrinkage=0.01 Tree=609 num_leaves=31 num_cat=0 split_feature=10 46 0 6 2 2 6 6 40 5 2 2 10 10 6 2 2 18 0 5 5 5 6 2 6 2 6 2 6 10 split_gain=66.9466 47.9353 28.7619 24.5475 39.1336 67.9594 62.9683 25.271 21.2042 19.3369 34.3856 18.3584 17.166 16.9217 16.7463 17.6157 17.4755 16.7163 15.8681 23.8216 20.4058 15.7787 13.7508 33.4347 13.4988 20.0075 13.4925 13.0509 17.0969 12.8601 threshold=1.3750000000000002 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 0.31296641791044782 0.33460559796437661 10.500000000000002 35.500000000000007 1.0000000180025095e-35 3.5000000000000004 0.2573593073593074 0.98936170212765973 5.5650000000000004 1.0000000180025095e-35 58.500000000000007 0.89596861471861489 0.31835016835016838 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 11.500000000000002 2.5000000000000004 214.50000000000003 0.20701970443349751 57.500000000000007 0.69282051282051293 196.50000000000003 0.72245564892623726 1.0000000180025095e-35 5.4450000000000012 decision_type=10 2 2 2 2 2 2 2 2 10 2 2 10 8 2 2 2 2 2 10 10 8 2 2 2 2 2 2 2 10 left_child=1 2 13 18 6 7 -5 -6 9 29 22 26 -12 27 15 16 -14 21 -3 -20 -21 -15 -11 -24 -18 -26 -7 -1 -29 -2 right_child=8 3 -4 4 5 11 -8 -9 -10 10 12 -13 14 17 -16 -17 24 -19 19 20 -22 -23 23 -25 25 -27 -28 28 -30 -31 leaf_value=0.0010001270618731619 -0.00029845537770084823 -0.0014895672474478994 0.0060061020978277261 0.020770525362306218 0.024003518335817261 0.0025347478349499225 -0.0036079142474151377 0.004530040034758087 -0.011965465402463824 0.00016416972681573667 -0.0049742591971191248 -0.012499276257778713 -0.0064926311229682654 0.0036371155877584849 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2384 192 1089 34577 35071 102 4766 32695 11251 2377 5895 259 7063 3111 121 528 1727 482 103 8 261 542 397 184936 internal_value=0 0.0016814 0.00353346 0.00042348 0.00314045 0.00662326 -0.00115554 0.018889 -0.000250503 -0.000237566 -0.00161639 0.00278752 -0.00324428 0.00213576 -0.00143299 -0.000321176 0.00166 0.00292412 -0.000313874 0.00108657 0.00568422 0.00324429 0.000611482 0.00829114 0.00309681 0.0294817 0.00387892 -0.00190131 -0.0070796 -0.000137216 internal_weight=0 2057.53 832.225 1225.31 261.552 144.447 117.105 34.4106 13990.8 13975.4 948.113 110.036 547.822 531.681 267.621 223.475 149.188 444.817 963.755 439.837 89.7085 433.006 400.291 22.0322 126.835 1.90983 102.704 86.8643 31.193 13027.2 internal_count=911180 90189 64588 25601 4985 2501 2484 465 820991 819902 96257 2036 59471 36159 24400 13149 10772 33482 20616 10295 3232 33223 36786 2209 6006 111 1934 2677 939 723645 is_linear=0 shrinkage=0.01 Tree=610 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 11 11 1 11 6 6 2 11 5 2 6 2 4 11 6 1 2 5 6 6 2 28 11 1 split_gain=1517.45 1049.91 118.211 95.0132 88.8362 68.4785 40.3291 35.0707 34.6682 27.2433 24.1065 16.5295 16.5108 16.0214 17.8159 15.7691 14.6552 14.3896 32.017 13.4653 13.4254 29.2743 30.207 22.7417 18.6618 17.739 16.0869 15.6558 13.6861 13.4052 threshold=7.0975467679090811e-05 0.99989646673202526 -390.49999999999994 0.8784809708595277 1.0372787642154437e-06 0.015218299813568552 0.0023884368129074005 0.99998754262924205 -348.49999999999994 0.97252115607261669 204.50000000000003 455.50000000000006 0.88478556841388711 0.99473056197166454 3.5000000000000004 0.040202020202020204 50.500000000000007 0.68772163120567387 19.500000000000004 9.6955882327165472e-06 1.0000000180025095e-35 -256.49999999999994 0.5100040016006403 1.5000000000000002 107.50000000000001 42.500000000000007 0.54182569974554717 1.0000000180025095e-35 0.78322452306747448 -214.49999999999997 decision_type=2 2 10 2 2 2 2 2 10 2 2 2 2 2 10 2 2 2 8 2 2 10 2 10 2 2 2 2 2 10 left_child=4 2 5 6 -1 -2 -4 -3 -6 10 12 13 -7 -5 -15 -12 -16 20 -19 -10 21 22 -8 24 28 -25 -24 -23 -22 -27 right_child=1 7 3 11 8 9 17 -9 19 -11 15 -13 -14 14 16 -17 -18 18 -20 -21 23 27 26 25 -26 29 -28 -29 -30 -31 leaf_value=-0.0092901083746717537 -0.0045422408247772 0.0056281364363595741 -0.0010354116142954708 0.0025044207269983173 -0.0078507962980771881 -0.0018614857576038737 0.0014724043402757469 0.0096729118577154813 -0.0056291534031745671 0.0011064103738007019 0.019050845552382328 -0.0049285584744860646 0.0020657704833559722 0.0052890897965968313 0.0011031127120967046 0.0028386322547407214 -0.015372885074966766 -0.0058067491061131208 0.00027630126222031866 -0.003153576557517732 0.0019830119182951359 -0.00042608631050011547 0.023123766494229835 -0.0011119530478284744 -0.00031031926675863231 -0.00116490335533092 0.0073702580031280648 0.0043101927144541053 0.0054381502330479439 0.0035661165449262446 leaf_weight=1146.1716830771184 576.10611707053613 256.42201886419207 1553.8066654945724 970.53464578092098 414.89094964764081 1534.10510200914 234.58435668610036 1307.0092640016228 423.36304799758364 618.62273423746228 6.6070460369810453 25.007198981940746 115.08134276326746 476.35857668891549 49.581506181508303 65.258290112018585 6.058343030512332 99.10652637667954 681.52777392975986 456.77150034718215 2001.9581392714754 1585.9625048600137 7.2656052745878688 555.17378747649491 350.30992740299553 89.291572709567845 60.113966945558786 73.003873901441693 121.60735926404595 181.89628386311233 leaf_count=378139 29779 9783 65112 7546 63714 17785 1642 115548 97687 11455 49 127 1050 7283 821 1021 27 747 4869 57293 14676 10333 48 5539 3692 1441 385 476 646 2467 internal_value=0 0.00130008 0.000298898 0.000859094 -0.00726239 -0.00145389 0.000401442 0.00900952 -0.00546774 -0.000693438 -0.00134038 0.00313474 -0.00158744 0.00326894 0.00466367 0.00432913 -0.000690876 0.000770967 -0.000495981 -0.00434438 0.000958952 0.000303616 0.00316749 0.00134834 0.00182811 -8.79517e-05 0.00906897 -0.000217663 0.00218087 0.00200838 internal_weight=0 13602.4 12038.9 9123.15 2441.2 2915.78 7595.61 1563.43 1295.03 2339.67 1721.05 1527.54 1649.19 1502.53 531.998 71.8653 55.6398 6041.8 780.634 880.135 5261.17 1960.93 301.964 3300.24 2473.88 826.362 67.3796 1658.97 2123.57 271.188 internal_count=911180 314347 189016 127877 596833 61139 112073 125331 218694 31360 19905 15804 18835 15677 8131 1070 848 46961 5616 154980 41345 12884 2075 28461 19014 9447 433 10809 15322 3908 is_linear=0 shrinkage=0.01 Tree=611 num_leaves=31 num_cat=0 split_feature=5 2 4 1 1 1 3 3 5 1 1 4 3 1 1 5 1 1 2 3 2 5 1 18 1 3 2 1 5 0 split_gain=31.4987 18.0166 17.6551 17.5613 22.6969 17.5171 16.6736 16.2126 16.0291 15.2759 28.9603 13.507 19.9633 16.396 16.8453 13.2683 17.4827 13.0219 47.483 21.6002 29.1715 13.7973 12.2925 12.1701 43.0336 12.3427 18.3446 11.364 11.1725 10.9702 threshold=2.5000000000000004 0.26344707923655292 42.000000000000007 -346.49999999999994 -361.49999999999994 -19.499999999999996 0.88251725271114034 0.87577160493827166 3.5000000000000004 -33.499999999999993 -34.499999999999993 29.500000000000004 0.55329477380706471 -10.499999999999998 -13.499999999999998 5.5000000000000009 -35.499999999999993 -63.499999999999993 0.79531763417305601 0.30032679738562096 0.69282051282051293 5.5000000000000009 -17.499999999999996 1.0000000180025095e-35 -31.499999999999996 0.42124060150375936 0.57932875667429451 -36.499999999999993 4.5000000000000009 1.0000000180025095e-35 decision_type=8 2 10 8 10 10 2 2 8 10 10 10 2 10 8 8 10 10 2 2 2 10 10 2 10 2 2 10 10 2 left_child=2 3 -1 4 -2 8 7 9 -3 10 15 -7 -13 14 22 -5 27 19 23 -10 28 -22 -14 -19 25 26 -25 -17 -21 -9 right_child=1 5 -4 6 -6 11 -8 29 17 -11 -12 12 13 -15 -16 16 -18 18 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.00013929968996103281 -0.0037232119336518526 -0.00072073163980243451 0.015057793781434218 -0.00086676826495032499 0.013069543334829415 5.8660387878274236e-05 -0.0031207691619692447 -0.0031530134798782266 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1.5773229933110995 0.26191099442075938 3.67435303563252 94.742570449365303 10.912281392840669 leaf_count=751355 1499 42660 265 30386 704 154 13009 614 6869 497 88 153 24 44 23 9558 116 7227 1237 39137 94 16 24 72 23 199 64 126 4824 119 internal_value=0 -0.0013119 0.000147547 -6.95256e-05 0.00687502 -0.00219153 -0.000439558 0.000518893 -0.0022853 0.000186949 0.000442136 0.0171614 0.0341292 0.058943 0.0763838 0.000119925 0.00313027 -0.00335186 1.05172e-05 -0.00402988 -0.00280883 0.0371732 0.044226 -0.00498134 0.0178528 0.00569408 0.0483172 0.00381495 -0.00301269 0.0107374 internal_weight=0 1648.62 14357.6 683.398 34.572 965.225 648.826 477.967 960.571 462.929 453.97 4.65443 2.33644 1.3579 1.08466 446.701 110.271 571.193 95.8526 475.341 357.909 1.8156 0.651108 63.7731 2.25172 2.09005 0.512726 107.104 356.094 15.0381 internal_count=911180 159560 751620 56716 2203 102844 54513 41504 102422 40771 40274 422 268 115 71 40186 9800 59762 8822 50940 44071 110 48 7585 358 335 136 9684 43961 733 is_linear=0 shrinkage=0.01 Tree=612 num_leaves=31 num_cat=0 split_feature=10 1 6 1 1 1 10 1 10 1 10 5 6 6 10 10 5 6 10 1 10 10 1 6 10 6 10 10 10 10 split_gain=64.6676 62.9061 19.7706 22.8056 19.9235 42.0952 19.6544 18.9247 39.2177 40.1128 38.7271 47.8071 25.71 22.9163 22.0917 46.8261 25.5679 21.464 21.2046 31.6896 30.8446 20.8763 20.6491 20.597 19.4547 19.1255 18.6888 18.619 18.408 17.6827 threshold=1.3750000000000002 -361.49999999999994 143.50000000000003 -279.49999999999994 -89.499999999999986 -125.49999999999999 1.0000000180025095e-35 -122.49999999999999 3.2650000000000001 -192.49999999999997 5.1350000000000007 1.5000000000000002 1.5000000000000002 158.50000000000003 4.9450000000000012 5.3350000000000009 5.5000000000000009 299.50000000000006 6.4750000000000005 -287.49999999999994 6.7350000000000012 8.4800000000000022 -125.49999999999999 1.5000000000000002 4.8650000000000011 105.50000000000001 4.7950000000000008 5.1150000000000011 7.6450000000000005 4.8950000000000005 decision_type=10 10 2 8 10 10 8 10 10 8 10 10 2 2 10 10 10 2 10 10 10 8 8 2 10 2 10 10 10 10 left_child=1 6 4 -4 5 -3 -1 8 13 10 -10 12 -12 23 24 22 17 -17 -14 28 -21 -22 -16 -2 26 -13 -11 -24 -20 -26 right_child=7 2 3 -5 -6 -7 -8 -9 9 14 11 25 18 -15 15 16 -18 -19 19 20 21 -23 27 -25 29 -27 -28 -29 -30 -31 leaf_value=0.00041714970094968855 0.001225359180355892 0.00024278956233237317 0.057194459191372893 0.0061148535739089377 0.00068671358898783033 -0.009188261946276189 0.0046867361415773579 0.00012401207981693846 -0.0016540936739215756 -0.001207577529685223 0.0056286700010136186 -0.00014825721913267197 -0.0001491538300129119 0.0046241263407595474 -0.0019079397654192341 -0.0012186046083057394 0.0080751242952783204 -0.010130790005738339 0.0049551309431958629 0.011033147244123869 -0.0042207519266169715 0.023942841458538679 -0.0041977666994730206 -0.0010207103904176389 0.0052739393755013098 -0.0049671002587842071 -0.006884970432248263 -0.0085410981366794009 0.015751843726717948 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threshold=1.3750000000000002 -361.49999999999994 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 10.500000000000002 0.27293771043771048 0.33460559796437661 0.32444286391654814 -64.499999999999986 143.50000000000003 -66.499999999999986 -122.49999999999999 3.2650000000000001 -192.49999999999997 5.1350000000000007 1.5000000000000002 1.5000000000000002 20.500000000000004 5.2150000000000007 -101.49999999999999 -103.49999999999999 158.50000000000003 4.9450000000000012 5.3350000000000009 5.5000000000000009 299.50000000000006 6.4750000000000005 -287.49999999999994 6.7350000000000012 decision_type=10 10 2 8 2 2 2 2 2 10 2 8 10 8 8 10 10 2 8 10 10 10 2 10 10 10 2 10 10 10 left_child=1 3 12 -1 -3 -6 9 8 -8 -7 -9 -12 13 22 15 -15 17 -17 19 -14 21 -21 -2 -16 -25 26 -26 -19 -29 -30 right_child=2 4 -4 -5 5 6 7 10 -10 -11 11 -13 18 14 23 16 -18 27 -20 20 -22 -23 -24 24 25 -27 -28 28 29 -31 leaf_value=0.00041303308821382745 0.00034946769928082287 -0.00034573133307842015 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5932.3935098143993 26.551169889862653 638.21871422464028 3.2201189771294585 133.9365838537924 548.66806263732724 714.68214477552101 28.631829842342995 27.856609269860201 63.53387372661382 20.830766572151333 62.752879304578528 leaf_count=5515 54017 21423 1089 57301 148 2087 542 1976 434 307 154 302 25694 69733 68429 7150 60909 23661 285736 1577 56508 180 3912 71717 70913 1080 8896 1484 449 7857 internal_value=0 0.0016411 -0.000243933 0.00392094 0.00031444 0.0025784 0.00177231 0.00502168 0.0117038 -0.0045577 0.00196818 0.0111376 -0.00023109 -0.000594183 -0.00103862 -3.87997e-05 0.00101017 0.00293186 0.000135791 -0.00124824 0.000198985 0.0097222 0.000658834 -0.00181088 -0.00276412 -0.00118616 -0.00154012 0.00148133 0.00451442 0.000503988 internal_weight=0 2047.12 13951.5 753.04 1294.08 292.16 277.145 183.136 57.4393 94.0091 125.697 22.3206 13936.2 7004.28 5170.39 2253.23 1349.97 654.946 6931.94 999.551 667.99 29.7713 1833.89 2917.16 1319.84 771.171 742.539 422.642 147.118 83.5836 internal_count=911180 90189 820991 62816 27373 5950 5802 3408 976 2394 2432 456 819902 450207 392278 171243 101510 40601 369695 83959 58265 1757 57929 221035 152606 80889 79809 33451 9790 8306 is_linear=0 shrinkage=0.01 Tree=614 num_leaves=31 num_cat=0 split_feature=11 11 11 11 46 11 10 11 10 11 10 28 18 10 10 46 10 46 4 2 2 10 10 2 2 18 10 10 4 5 split_gain=1493.02 1037.78 114.761 89.0805 53.0578 40.3612 36.207 35.2771 33.333 33.1345 29.3774 29.2157 24.9169 22.4035 21.7247 21.0462 24.7068 18.3604 16.541 15.8535 17.5967 15.6997 25.206 17.2116 20.3373 16.1159 15.3828 15.1124 13.8505 13.8249 threshold=7.0975467679090811e-05 0.99989646673202526 0.18897357583045957 1.0372787642154437e-06 1.0000000180025095e-35 0.98755538463592529 3.3950000000000005 0.99998754262924205 6.0750000000000011 0.0023884368129074005 3.9350000000000005 1.0000000180025095e-35 1.0000000180025095e-35 8.3400000000000016 8.8300000000000018 1.0000000180025095e-35 6.1150000000000011 1.0000000180025095e-35 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23.037 17.7091 17.5321 16.2652 25.5858 13.1923 16.7348 17.0163 14.073 12.9594 19.0715 12.7191 12.756 12.4949 12.3986 12.0067 14.1923 11.4408 11.2872 21.1144 17.916 14.0305 11.0114 11.0485 10.5317 threshold=2.5000000000000004 42.000000000000007 53.500000000000007 28.500000000000004 29.500000000000004 0.47637648809523808 1.0000000180025095e-35 1.0000000180025095e-35 0.50155279503105599 0.49341991341991348 0.86984754376058737 0.87577160493827166 11.500000000000002 9.5000000000000018 0.51234756097560985 37.500000000000007 0.16749174917491746 1.0000000180025095e-35 70.500000000000014 1.0000000180025095e-35 0.69264507422402166 0.67879188712522065 455.50000000000006 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 decision_type=8 8 2 10 10 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 left_child=1 2 4 18 5 6 -1 -8 9 16 23 12 13 -12 -7 -16 17 -6 -4 -20 21 -17 -2 24 -10 26 -26 -5 -29 -11 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843.274 2653.66 671.576 1069.39 3111.95 3037.64 540.164 251.037 1982.08 1305.87 964.453 341.414 internal_count=911180 320730 195399 590450 145885 49514 125331 29493 54387 212311 91498 21920 20021 32467 13727 7194 22590 19714 15215 63057 10639 189721 18872 18501 6533 9783 52418 29013 21273 7740 is_linear=0 shrinkage=0.01 Tree=619 num_leaves=31 num_cat=0 split_feature=10 0 40 5 5 2 10 2 2 5 2 2 2 2 4 10 10 10 2 2 4 2 2 5 10 10 24 0 10 2 split_gain=58.6728 22.2498 20.5626 18.8188 17.5425 33.2725 16.4676 12.6583 42.6493 24.1149 22.7203 14.3238 13.8696 18.2654 14.5644 13.0805 12.2909 24.5923 18.2216 25.7067 15.0361 16.8351 23.0579 14.6731 14.6192 59.1576 13.487 13.3914 12.8493 12.7711 threshold=1.3750000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 0.2573593073593074 5.5650000000000004 0.31296641791044782 0.33460559796437661 1.5000000000000002 0.18142633228840127 0.12062851552946931 0.59397644927536242 0.38493064312736441 29.500000000000004 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5782 7900 1002 92079 56118 28300 2222 171434 760 4689 102977 14 104 477 3259 24565 62335 internal_value=0 0.00158862 -0.000235302 0.000784721 -0.000222572 -0.00154656 -0.00316359 0.000991193 0.00163509 0.00946664 -0.000596805 0.00159522 0.00101682 0.00256422 0.003768 0.0122292 -0.000126634 -0.00028522 0.00047521 0.000849523 -0.000816475 -0.000558642 0.00218428 -0.000716436 0.0132793 0.0548343 -0.000330733 0.0012021 -0.00205793 0.000669489 internal_weight=0 2021.58 13825.8 1273.69 13810.7 933.13 538.349 1237.97 880.823 64.4491 357.152 203.469 816.374 338.829 267.046 53.531 12877.6 10192 2685.6 2225.94 4697.48 3889.65 211.591 3678.06 17.2077 0.806899 2679.02 194.383 807.826 2165.17 internal_count=911180 90189 820991 51152 819902 96257 59471 50145 35997 1631 14148 9889 34366 15223 13682 1354 723645 538709 184936 156636 364397 283714 8826 274888 878 118 171911 7948 80683 154414 is_linear=0 shrinkage=0.01 Tree=620 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 10 11 1 10 10 10 4 3 10 1 1 10 4 1 3 3 11 4 10 10 3 11 11 10 split_gain=1412.08 1000.8 110.539 89.441 81.8314 66.2361 55.0909 35.8893 32.7735 31.4052 34.0393 24.5673 22.9457 39.502 20.871 47.1369 88.1765 29.0797 21.6003 20.4476 22.4843 22.8538 46.7625 20.179 19.1529 19.3531 18.9403 18.4194 17.2951 17.8777 threshold=5.9116524425917312e-05 0.99989646673202526 -390.49999999999994 0.8784809708595277 1.0372787642154437e-06 0.015218299813568552 3.3250000000000006 0.99998754262924205 -348.49999999999994 5.5050000000000008 4.9450000000000012 6.0750000000000011 19.500000000000004 0.27320574162679429 6.1150000000000011 -59.499999999999993 -53.499999999999993 6.1550000000000011 28.500000000000004 -314.49999999999994 0.55594679186228502 0.61374887488748886 3.7895917557762011e-05 23.500000000000004 8.3400000000000016 3.9650000000000003 0.37341365461847392 0.78322452306747448 0.99473056197166454 4.8250000000000011 decision_type=2 2 10 2 2 2 10 2 10 8 10 10 8 2 10 10 10 10 10 10 2 2 2 10 10 10 2 2 2 10 left_child=4 2 5 6 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0.00198295 0.00373059 0.00289527 internal_weight=0 13556.7 12061.7 9151.21 2286.93 2910.48 7639.13 1495.01 1194.75 2328.62 1955.67 812.583 5355.48 689.071 1512.08 397.499 98.6752 298.824 248.956 110.019 2.66377 1.36738 1.09772 1737.2 581.869 577.5 132.409 372.945 1114.58 768.851 internal_count=911180 320730 195399 132566 590450 62833 116762 125331 212311 31360 22483 150456 91691 11715 15804 4603 821 3782 2497 18990 393 227 195 17113 31473 31432 1316 8877 11201 6051 is_linear=0 shrinkage=0.01 Tree=621 num_leaves=31 num_cat=0 split_feature=10 0 5 5 2 6 2 2 2 6 6 2 10 6 2 2 6 6 6 5 2 6 2 10 6 2 2 10 2 2 split_gain=56.7496 21.7469 18.4549 17.0387 32.7951 16.978 23.3397 53.2527 27.024 24.9944 27.9004 18.098 16.3225 15.8806 17.7618 16.5796 15.0389 14.8693 14.5746 18.5451 16.3727 13.5274 31.9652 12.1873 28.4768 35.279 36.0375 31.1848 35.2132 26.2975 threshold=1.3750000000000002 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 0.2573593073593074 2.5000000000000004 0.30795574288724981 0.33460559796437661 0.18142633228840127 35.500000000000007 4.5000000000000009 0.12062851552946931 5.5650000000000004 58.500000000000007 0.89596861471861489 0.31835016835016838 10.500000000000002 182.50000000000003 1.0000000180025095e-35 1.5000000000000002 0.62470657276995312 214.50000000000003 0.20701970443349751 5.4450000000000012 1.5000000000000002 0.49844720496894418 0.51630627437079057 4.3750000000000009 1.0000000180025095e-35 0.60072463768115958 decision_type=10 2 8 10 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 10 2 2 2 10 2 2 2 10 2 2 left_child=1 2 5 23 21 18 8 9 11 10 -8 -7 -6 14 15 -14 -13 -9 -1 -20 -21 -5 -23 24 25 -2 -27 -26 -29 -28 right_child=3 -3 -4 4 12 6 7 17 -10 -11 -12 16 13 -15 -16 -17 -18 -19 19 20 -22 22 -24 -25 27 26 29 28 -30 -31 leaf_value=0.00059231300278370634 -0.00048092114680058995 0.0029215537808608013 -0.0063281885569253585 0.00020496592013384267 -0.0048576488621047192 -0.0015564176110264502 -0.016088001968229834 0.0017120423729762341 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950.98200930771418 281.30453861528076 334.24914610642008 1971.6786876460537 1015.846751929028 leaf_count=32011 114458 39037 1007 34599 35099 858 44 8866 2614 423 484 170 4766 11251 2377 6006 549 419 3177 436 94 1727 482 184992 90670 31938 16400 9068 239989 37169 internal_value=0 0.00156513 0.000769365 -0.000231569 -0.00153802 0.000974137 0.002499 0.0040984 -0.000681933 0.0141505 0.0191261 0.00496255 -0.00314609 -0.00136968 -0.000288774 0.0017138 0.0100443 0.00236298 7.19932e-05 -0.00354034 -0.010662 0.000652757 0.00831898 -0.000137025 -0.00029498 0.000203995 0.0011602 -0.000855468 -0.00169338 7.61351e-05 internal_weight=0 2014.73 1269.79 13794.6 930.906 1234.18 458.758 305.267 153.491 44.9433 31.0989 54.6311 536.849 263.434 220.666 147.285 30.6997 260.323 775.423 97.6293 26.6018 394.057 21.747 12863.7 10182.3 5386.74 2248.13 4795.55 2305.93 1297.15 internal_count=911180 90189 51152 820991 96307 50145 14427 10236 4191 951 528 1577 59499 24400 13149 10772 719 9285 35718 3707 530 36808 2209 724684 539692 199965 85507 339727 249057 53569 is_linear=0 shrinkage=0.01 Tree=622 num_leaves=31 num_cat=0 split_feature=11 11 11 11 46 11 11 10 11 10 10 28 10 10 46 10 3 3 46 10 10 2 2 5 10 10 10 38 3 2 split_gain=1391.59 990.209 108.081 82.0025 49.3252 37.8905 36.0467 34.4285 32.9179 29.08 28.19 27.3405 21.1033 20.3903 19.5372 23.4798 18.5989 17.6673 16.2169 15.0622 24.5434 16.4707 19.6297 15.6161 15.3822 14.7232 13.7868 17.0651 15.2013 21.8049 threshold=5.9116524425917312e-05 0.99989646673202526 0.18897357583045957 1.0372787642154437e-06 1.0000000180025095e-35 0.98755538463592529 0.99998754262924205 3.3950000000000005 0.0023884368129074005 6.0750000000000011 3.9350000000000005 1.0000000180025095e-35 8.8300000000000018 8.3400000000000016 1.0000000180025095e-35 6.1150000000000011 0.71940522036799326 0.31281565656565663 1.0000000180025095e-35 9.0500000000000025 6.0450000000000008 0.61138079827400227 0.31158186076218869 2.5000000000000004 7.5550000000000006 2.9750000000000005 5.6750000000000007 1.0000000180025095e-35 0.22271825396825398 0.53873431533006011 decision_type=2 2 2 2 2 2 2 10 2 10 10 2 8 10 2 10 2 2 2 10 10 2 2 10 8 10 10 2 2 2 left_child=3 2 4 -1 8 7 -3 -4 13 18 -6 16 14 -2 25 -16 26 -12 -5 20 -9 22 -22 -24 -25 -7 27 -10 -28 -30 right_child=1 6 5 9 10 12 -8 19 11 -11 17 -13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 28 -29 29 -31 leaf_value=-0.0092413003424547235 -0.0044077943725107102 0.0054517587718314392 -0.00045679315628142003 -0.0074788124014999319 -0.0010029045740311559 0.0042241445340035081 0.0096271658498995726 0.0016702473619488783 -0.0017078477547148487 -0.001007151762765543 -0.00082462106243917231 0.0022121897362345653 0.0069016247672735662 0.022356639861469949 0.00531045380445403 0.00095114704590729951 -0.0046053860846064897 0.0010525253760584425 -0.0049580860141587805 0.0058840383409083019 -0.0020670914024284301 -0.0048473470236219994 0.0049381444686260462 -0.00021142729586585659 -0.019919672361073313 0.00020114327264115687 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18.2745 19.3102 17.9242 16.9268 17.5573 17.076 threshold=5.9116524425917312e-05 0.99989646673202526 -390.49999999999994 0.8784809708595277 1.0372787642154437e-06 0.015218299813568552 3.3250000000000006 0.99998754262924205 -348.49999999999994 5.5050000000000008 4.9450000000000012 6.0750000000000011 1.5000000000000002 0.23123827392120072 5.8350000000000009 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 -314.49999999999994 0.55594679186228502 6.1550000000000011 0.61374887488748886 3.7895917557762011e-05 8.3400000000000016 3.9650000000000003 0.78322452306747448 0.99473056197166454 4.8250000000000011 -87.499999999999986 decision_type=2 2 10 2 2 2 10 2 10 8 8 10 10 2 10 10 10 10 10 10 2 8 2 2 10 10 2 2 10 10 left_child=4 2 5 6 -1 24 -4 -3 -6 10 -7 -10 13 14 -8 27 18 -18 -17 20 -13 -22 -23 -24 25 -2 -11 28 29 -5 right_child=1 7 3 15 8 9 12 -9 11 26 -12 19 -14 -15 -16 16 17 -19 -20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0092333355689368686 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577.952 573.496 372.056 1109.58 766.753 323.865 internal_count=911180 320730 195399 132566 590450 62833 116762 125331 212311 31360 22483 150456 91691 56864 9319 15804 4603 821 3782 18990 393 227 199 177 31473 31432 8877 11201 6051 3071 is_linear=0 shrinkage=0.01 Tree=624 num_leaves=31 num_cat=0 split_feature=10 46 10 10 10 3 3 3 3 5 5 10 3 3 10 46 38 28 10 3 3 24 10 3 3 3 10 10 10 5 split_gain=54.2697 32.2244 28.5367 24.148 19.8512 20.1652 18.8417 16.8863 14.7263 14.092 14.0364 15.5833 23.0322 22.1723 14.6551 20.5843 20.5043 23.9906 19.5473 30.1902 29.6682 20.0221 15.6291 14.3342 24.8023 14.7286 14.7032 16.0879 14.1499 15.5347 threshold=2.6750000000000003 1.0000000180025095e-35 2.5450000000000004 2.3350000000000004 1.6450000000000002 0.82274865591397861 0.25108695652173912 0.81769305962854366 0.90501253132832093 1.5000000000000002 3.5000000000000004 5.4450000000000012 0.37341365461847392 0.38913470993117016 4.3750000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.0050000000000008 0.39415279556124627 0.31281565656565663 1.0000000180025095e-35 5.2650000000000006 0.50155279503105599 0.49341991341991348 0.58363746958637475 4.7950000000000008 5.3950000000000005 8.3400000000000016 6.5000000000000009 decision_type=10 2 10 10 10 2 2 2 2 8 10 10 2 2 10 2 2 2 10 2 2 2 10 2 2 2 10 10 10 10 left_child=1 3 4 9 5 7 -4 -3 -7 -1 11 14 -13 -14 -2 16 17 18 -16 20 22 -21 -20 24 -17 -25 -27 -28 29 -12 right_child=10 2 6 -5 -6 8 -8 -9 -10 -11 28 12 13 -15 15 23 -18 -19 19 21 -22 -23 -24 25 -26 26 27 -29 -30 -31 leaf_value=0.003552291891321854 1.522981533599702e-05 8.24089820085917e-05 0.0077616010112027045 2.7166999771929596e-06 -0.0024464554515150408 0.0086718389842725934 0.0012571878789990605 -0.0092780855930014224 0.0016519674968422254 0.00092231407380010072 -0.0024753331258131916 -0.0010607801674405765 0.0071984676005965847 0.00084193700415071369 -0.0015721972183296541 -0.0002698206802764344 0.003928202484314045 0.0007245440385276865 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10 6 4 10 6 6 10 46 split_gain=1352.88 969.741 111.756 82.3529 53.0775 39.6595 32.5948 31.5728 28.6027 21.6126 20.8717 20.3882 31.2132 33.4025 81.2494 45.0354 38.0258 20.2766 22.6114 25.905 19.7667 19.5094 19.3972 18.5463 18.5141 18.4345 18.4895 17.8987 17.6832 16.1351 threshold=5.9116524425917312e-05 0.9999486804008485 0.51461192965507518 1.0372787642154437e-06 1.0000000180025095e-35 0.0023884368129074005 0.99473056197166454 2.5450000000000004 6.0750000000000011 0.99999946355819713 0.0013712961226701001 9.5000000000000018 10.500000000000002 0.67403517342452379 0.66349106014087067 34.500000000000007 0.0016333823441527001 8.3400000000000016 1.0000000180025095e-35 6.1150000000000011 2.6250000000000004 0.35743321718931476 8.3400000000000016 176.50000000000003 29.500000000000004 3.0850000000000004 455.50000000000006 4.5000000000000009 5.0450000000000008 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 10 10 2 2 2 2 2 2 2 2 8 2 10 10 2 10 2 10 8 2 2 10 2 left_child=3 2 4 -1 5 22 25 11 29 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0.51630627437079057 0.066767983789260368 1.0000000180025095e-35 -39.499999999999993 -77.499999999999986 1.0000000180025095e-35 -346.49999999999994 -54.499999999999993 -250.49999999999997 -268.49999999999994 0.63582887700534763 -64.499999999999986 -61.499999999999993 0.54182569974554717 0.59921259842519692 0.68772163120567387 0.44018348623853215 23.500000000000004 -356.49999999999994 -333.49999999999994 0.055738304093567205 0.98936170212765973 340.50000000000006 decision_type=10 2 2 10 2 2 2 2 2 2 10 10 2 10 10 8 10 2 8 8 2 2 2 2 2 10 8 2 2 2 left_child=1 2 4 -3 6 11 10 9 26 25 23 12 24 -14 -10 16 -9 -17 -19 28 -18 -22 -23 -1 -6 -8 27 -7 -20 -16 right_child=-2 3 -4 -5 5 8 7 15 14 -11 -12 -13 13 -15 29 17 20 18 19 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00010876998441911734 0.01522258117734576 -0.0031413646089248149 0.0084959568591941141 0.0080434859082431642 0.00033828363003661244 -0.0033634370862329959 0.0026156552441021674 0.00092677845127470473 -0.00074575282530302787 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1198 981 162077 25566 22733 13584 156 929 78514 is_linear=0 shrinkage=0.01 Tree=627 num_leaves=31 num_cat=0 split_feature=4 6 6 1 6 1 1 1 4 40 18 4 1 1 1 4 4 28 1 6 1 0 1 1 1 1 18 1 0 6 split_gain=19.1049 14.7687 12.6197 11.5494 10.6721 27.9679 14.5672 14.8681 12.0046 11.6034 11.1246 10.829 23.0224 19.576 10.5681 17.6391 10.3607 10.1435 9.70904 12.0878 9.05433 8.87586 8.71656 15.6038 32.5794 12.1159 23.7994 11.3953 9.65996 27.7427 threshold=42.000000000000007 408.50000000000006 396.50000000000006 -26.499999999999996 1.5000000000000002 -122.49999999999999 -39.499999999999993 -19.499999999999996 23.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 24.500000000000004 -287.49999999999994 -288.49999999999994 -110.49999999999999 26.500000000000004 18.500000000000004 1.0000000180025095e-35 -8.4999999999999982 9.5000000000000018 -9.4999999999999982 1.0000000180025095e-35 -252.49999999999997 -64.499999999999986 -60.499999999999993 -268.49999999999994 1.0000000180025095e-35 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44.4466 20.1732 20.1363 19.846 19.3606 19.0221 18.7458 26.3067 18.4995 threshold=5.9116524425917312e-05 0.9999486804008485 0.3781151175498963 -390.49999999999994 1.0372787642154437e-06 -4.4999999999999991 3.9350000000000005 0.99473056197166454 5.5050000000000008 -348.49999999999994 3.9650000000000003 5.5000000000000009 4.9450000000000012 0.80070921985815613 6.0750000000000011 3.5000000000000004 0.99999946355819713 5.955000000000001 4.5000000000000009 50.500000000000007 6.0450000000000008 0.38913470993117016 29.500000000000004 0.0023884368129074005 71.500000000000014 9.5000000000000018 2.5450000000000004 19.500000000000004 0.31281565656565663 -280.49999999999994 decision_type=2 2 2 10 2 8 10 2 8 10 10 10 10 2 10 10 2 10 2 2 8 2 10 2 2 2 10 8 2 10 left_child=4 2 3 10 -1 7 23 20 12 -6 -2 -12 -7 -14 -11 -9 -3 -13 -16 -17 26 -22 29 -5 -10 -23 -4 28 -8 -20 right_child=1 16 5 6 9 8 27 15 24 14 11 17 13 -15 18 19 -18 -19 22 -21 21 25 -24 -25 -26 -27 -28 -29 -30 -31 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split_gain=26.7321 16.3726 15.3039 13.7352 10.0985 18.1282 9.90493 18.1456 12.2061 12.8226 13.3194 17.6063 11.6352 9.65155 47.8688 16.9189 12.5795 10.3076 12.9714 12.6172 9.80261 9.28361 9.14398 9.01736 48.3534 20.6132 17.5665 49.4193 27.7229 23.7228 threshold=2.5000000000000004 0.26344707923655292 1.0000000180025095e-35 3.5000000000000004 0.95260557053009898 0.94754041967664271 53.500000000000007 1.0000000180025095e-35 0.97385509227614497 0.99261982570806107 273.50000000000006 214.50000000000003 68.500000000000014 212.50000000000003 0.21889880952380952 26.500000000000004 0.25092592592592594 15.500000000000002 5.5000000000000009 1.5000000000000002 1.0000000180025095e-35 0.13363095238095238 1.0000000180025095e-35 0.4817045961624275 0.50155279503105599 0.40553289138194804 15.500000000000002 0.31158186076218869 0.33460559796437661 45.500000000000007 decision_type=8 2 10 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 6 -3 5 13 22 -8 12 10 11 -10 -9 15 -15 17 -16 18 20 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1603.77 14023.2 937.193 666.574 552.3 14016.9 2262.02 2224.64 154.734 72.5999 69.1852 2069.91 539.973 29.1321 510.841 13.7681 437.223 392.498 101.784 290.715 10.2258 11754.9 11742.6 6386.45 4831.14 4135.94 816.106 249.866 119.879 internal_count=911180 159560 751620 102844 56716 49602 751407 195338 194523 5157 1726 1453 189366 49076 3441 45635 808 23939 20568 3330 17238 328 556069 554671 317732 251428 209712 57590 13929 4704 is_linear=0 shrinkage=0.01 Tree=631 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 10 1 10 10 10 3 6 10 10 2 11 10 6 1 4 6 1 1 10 4 3 6 6 split_gain=1296.28 941.089 105.825 86.3915 82.8054 53.608 44.092 35.3706 32.3279 29.3961 28.2781 24.4331 26.2427 25.7667 23.1021 22.6761 28.1272 22.0632 21.94 20.0574 19.5533 19.4131 18.4728 17.7804 43.0095 23.4931 17.6118 22.3581 17.183 16.8057 threshold=5.9116524425917312e-05 0.9999486804008485 0.18897357583045957 -390.49999999999994 1.0372787642154437e-06 -8.4999999999999982 0.99473056197166454 3.9350000000000005 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is_linear=0 shrinkage=0.01 Tree=632 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 46 10 10 11 11 10 46 10 18 10 4 4 10 10 2 4 46 46 10 11 0 2 4 2 10 split_gain=1278.53 931.753 104.275 82.9422 51.3273 35.7303 32.5209 27.7887 22.2135 21.8445 20.0177 21.0295 25.8358 18.7669 18.095 16.3206 22.2071 16.1143 16.9949 20.7384 21.4364 16.0089 15.3001 20.6025 16.982 15.3701 16.9534 20.7549 17.1508 14.9134 threshold=5.9116524425917312e-05 0.9999486804008485 0.78322452306747448 1.0372787642154437e-06 0.0016333823441527001 1.0000000180025095e-35 3.4350000000000005 6.0750000000000011 0.99999946355819713 0.99473056197166454 8.3400000000000016 1.0000000180025095e-35 6.1150000000000011 1.0000000180025095e-35 3.9350000000000005 9.5000000000000018 6.5000000000000009 4.8650000000000011 5.8350000000000009 0.62470657276995312 28.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5.6550000000000011 0.13270235061645502 1.0000000180025095e-35 0.49844720496894418 28.500000000000004 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internal_count=911180 90189 27373 5950 5802 3408 1044 2394 2364 449 502 21423 9807 820991 450962 392946 171735 101622 58016 17009 54099 35335 21225 221211 152654 80914 70577 71740 68557 58535 is_linear=0 shrinkage=0.01 Tree=634 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 10 1 1 6 10 11 1 10 1 1 10 10 11 6 3 10 3 6 11 6 10 11 6 11 0 split_gain=1259.83 921.907 102.38 101.152 83.1224 43.6853 37.7716 46.1854 56.4814 37.7501 32.2697 32.1376 27.983 48.8456 99.6398 24.035 22.6368 22.3753 21.8881 21.845 21.1257 21.8013 21.7991 20.4401 19.7491 19.733 19.7007 19.496 18.608 17.1508 threshold=5.9116524425917312e-05 0.9999486804008485 0.78322452306747448 -390.49999999999994 1.0372787642154437e-06 3.6650000000000005 -124.49999999999999 -126.49999999999999 2.5000000000000004 7.6450000000000005 0.0089773964136838514 -348.49999999999994 6.0450000000000008 -59.499999999999993 -53.499999999999993 8.3400000000000016 6.0750000000000011 0.99999946355819713 158.50000000000003 0.85379556042751448 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18.3697 17.9745 58.0229 17.288 17.1983 16.9996 29.7522 36.3698 36.5098 29.412 22.1476 18.6671 18.5807 20.9255 18.5575 41.4727 21.911 19.9994 19.0136 17.8174 threshold=1.3750000000000002 -361.49999999999994 9.5000000000000018 10.500000000000002 0.72509541984732839 0.64729990356798472 0.67574992574992587 -64.499999999999986 35.500000000000007 141.50000000000003 -66.499999999999986 -63.499999999999993 -62.499999999999993 -61.499999999999993 1.0000000180025095e-35 -122.49999999999999 3.2650000000000001 -192.49999999999997 5.1350000000000007 1.5000000000000002 158.50000000000003 5.3350000000000009 1.5000000000000002 0.73368794326241138 4.9450000000000012 5.3350000000000009 299.50000000000006 -125.49999999999999 4.8650000000000011 4.7950000000000008 decision_type=10 10 2 2 2 2 2 10 2 2 8 10 10 10 8 10 10 8 10 2 2 10 2 2 10 10 2 8 10 10 left_child=1 14 11 -4 5 9 8 -6 -7 -5 -11 -3 -13 -12 -1 16 20 18 -18 21 22 -20 23 -2 28 27 -27 -26 29 -19 right_child=15 2 3 4 7 6 -8 -9 -10 10 13 12 -14 -15 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973.999 418.774 13.5291 706.496 13556.6 6755.57 4991.26 2204.98 1320.16 1764.31 483.375 1635.77 983.187 2786.28 1253.41 736.99 516.418 1532.88 1345.7 internal_count=911180 90189 27373 5950 5802 3426 1052 2376 513 2374 443 21423 9807 298 62816 820991 450962 392946 171735 101622 58016 17009 54099 35335 221211 152654 80914 71740 68557 58535 is_linear=0 shrinkage=0.01 Tree=636 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 10 10 10 10 11 10 5 6 6 11 10 6 13 6 6 10 10 10 10 6 6 10 10 6 split_gain=1241.4 912.147 100.65 83.2949 41.166 33.4437 32.3544 27.3143 24.4051 22.7712 22.537 18.731 16.9659 16.8263 15.7347 33.5055 53.9162 28.7821 15.5605 14.419 14.3242 15.3312 15.7243 14.2351 23.7078 19.182 24.9047 12.7733 18.3779 17.1613 threshold=5.9116524425917312e-05 0.9999486804008485 0.18897357583045957 1.0372787642154437e-06 0.98755538463592529 0.00099748477805400022 3.3950000000000005 6.0750000000000011 4.9150000000000009 8.615000000000002 0.99999946355819713 4.955000000000001 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4 6 6 6 6 10 6 6 5 4 10 10 10 6 10 6 6 split_gain=46.2897 20.5206 20.1782 17.8609 17.3789 15.4072 14.3918 17.6277 13.458 14.7938 23.8903 11.7738 11.7501 20.2344 13.599 13.3003 13.5031 15.2524 11.5215 13.0453 11.2687 11.0249 13.6029 11.7249 34.5397 10.9141 24.4655 28.698 22.2009 22.0455 threshold=1.3750000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 8.3400000000000016 58.500000000000007 57.500000000000007 6.5000000000000009 31.500000000000004 29.500000000000004 27.500000000000004 17.500000000000004 15.500000000000002 12.500000000000002 9.7700000000000014 35.500000000000007 190.50000000000003 7.5000000000000009 29.500000000000004 4.6850000000000014 4.3150000000000004 5.4450000000000012 1.5000000000000002 4.3750000000000009 212.50000000000003 25.500000000000004 decision_type=10 2 2 8 2 10 2 10 10 2 2 10 2 10 2 2 2 2 10 2 2 10 10 10 8 10 2 10 2 2 left_child=1 3 5 4 6 25 -1 -8 11 10 18 -7 14 20 15 16 17 -6 -10 -20 -14 23 -23 24 -13 26 -2 28 -28 -29 right_child=2 -3 -4 -5 12 8 7 -9 9 -11 -12 21 13 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 27 29 -30 -31 leaf_value=0.00045475539130545125 0.00020864870969427698 0.0027733848291198299 -0.011958469800163858 -0.0064136539190866593 0.0040939912430600122 -0.0023412140267633401 -0.0010533467774529169 -0.010682915092937421 -2.5177014042720186e-05 -0.0052099228320961278 0.045637829976513944 -0.010366991258574825 0.0033180368495344089 -0.0016402942947938814 0.0096802552241786934 -0.002462189024048495 0.012350785401068452 -0.0071722861488806326 0.0096282457106520152 -0.010851224682604224 0.014555551566346627 -0.0050871313415592886 0.0032774661449376792 0.0081865378863812659 0.17733961150139441 0.00046549507701154716 -0.00035939908162437988 -0.00075170319583289986 0.0027457512613816544 -0.0027536868970046702 leaf_weight=657.28714109538123 5279.7187967139762 722.56484895432368 14.604143298347479 34.771404307335615 144.03581340354867 707.97449814609718 69.076557232066989 26.227961411233991 47.600325690815225 23.011760970577598 1.3458595551783208 0.25318532064556798 56.848553043790162 133.27444594306871 34.690320534165949 37.671029535122216 17.770298131741583 13.110209010075776 30.950718684587628 3.4579094428336239 10.584993759170173 31.732635524123907 50.196578171569854 12.812208494869992 0.15996778826229274 2634.4667099292856 2176.6985546197975 1303.1767155193957 257.49052411678713 951.76663145632483 leaf_count=32011 199790 39037 1089 1007 6186 70889 3177 530 943 14870 9 19 1599 3963 736 922 434 307 1878 2531 280 2238 2355 488 37 184936 77958 106059 12385 142517 internal_value=0 0.00143477 -0.000210348 0.000651811 0.000856442 -0.000197651 -7.18155e-05 -0.00370342 -0.00145464 0.00188793 0.00384744 -0.00189733 0.00241587 0.000618245 0.00387494 0.00292762 0.0040884 0.00315408 0.00316161 0.00757015 0.00508198 0.0014053 3.77094e-05 0.00987735 0.0623107 -0.000106942 -0.00025822 -0.000783891 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0.99473056197166454 -348.49999999999994 0.99999946355819713 0.0013712961226701001 0.88478556841388711 0.0011766494717448501 408.50000000000006 0.62542517006802734 0.75110619469026563 0.99894970655441295 158.50000000000003 786.50000000000011 0.88956639566395668 0.85379556042751448 261.50000000000006 11.500000000000002 0.034723896792862259 -280.49999999999994 160.50000000000003 0.81291666666666684 -57.499999999999993 -54.499999999999993 -63.499999999999993 29.500000000000004 decision_type=2 2 2 10 2 8 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 10 10 10 2 left_child=4 2 3 11 -1 6 12 -6 -3 -5 14 -2 -4 -13 15 16 -7 25 -12 -18 -21 -9 -23 -11 -15 -8 28 -28 29 -27 right_child=1 8 5 9 7 10 17 21 -10 23 18 13 -14 24 -16 -17 19 -19 -20 20 -22 22 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.0092502462467018952 -0.0054799513554277725 0.00706069686056633 0.0014449846144160658 -0.0012480190189930354 -0.0079437171957354585 -0.0010627828681952047 0.0050804761851420367 -0.005596392262484793 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107 146009 80313 40439 6840 9465 2261 304 1957 602 is_linear=0 shrinkage=0.01 Tree=639 num_leaves=31 num_cat=0 split_feature=11 11 11 11 46 11 11 10 10 10 28 11 10 46 10 10 3 3 10 10 10 10 10 10 10 2 2 5 5 10 split_gain=1207.83 903.663 105.256 64.0662 45.3366 42.9007 32.3848 30.1541 27.2027 25.8851 25.2738 22.8455 22.5234 20.909 26.9931 18.8546 17.2955 15.6495 15.4521 22.2019 18.1279 35.7878 17.1188 15.1221 23.8111 17.5482 16.1809 15.4499 15.0654 15.0509 threshold=3.4846319977077662e-05 0.9999486804008485 0.13270235061645502 8.8294510192099562e-07 1.0000000180025095e-35 0.98755538463592529 0.0016333823441527001 3.3950000000000005 6.0750000000000011 4.0250000000000012 1.0000000180025095e-35 0.99999946355819713 8.615000000000002 1.0000000180025095e-35 6.1150000000000011 5.6750000000000007 0.31281565656565663 0.71940522036799326 4.0250000000000012 4.0550000000000006 6.4450000000000012 5.8550000000000013 5.3550000000000013 9.0500000000000025 6.0450000000000008 0.61138079827400227 0.31601439496176342 2.5000000000000004 4.5000000000000009 5.745000000000001 decision_type=2 2 2 2 2 2 2 10 10 10 2 2 8 2 10 10 2 2 10 10 10 10 10 10 10 2 2 10 10 10 left_child=3 2 4 -1 6 7 -2 -4 -5 -6 15 -3 13 18 -15 17 -11 -8 -7 -20 21 22 -21 24 -9 26 -26 -28 29 -17 right_child=1 11 5 8 9 12 10 23 -10 16 -12 -13 -14 14 -16 28 -18 -19 19 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.0092424432585891132 -0.0043554837571970458 0.0070362443763898616 -0.00042792503831663129 -0.0062116548679708181 -0.0010671623587641533 0.0027878583420699959 -0.0016596652342588203 0.0014650351720050065 -0.0010966081694662134 -0.00096777720145031212 0.002123829146763726 0.0099522444602006196 0.0067283658153537594 0.0053355796612248527 0.00072660283673406216 0.015481728649761214 0.00096275502747073275 -0.005125626646743541 -0.020321831792671736 -0.0020296969715559569 0.0056988547108221778 -0.01805400409133515 0.0038076521010084693 0.0054518641667207993 -0.0018398012633001287 -0.0048968078319803904 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27.5601 19.4046 18.0057 12.2445 11.6517 threshold=3.4846319977077662e-05 0.9999486804008485 0.13270235061645502 -390.49999999999994 8.8294510192099562e-07 -8.4999999999999982 0.99473056197166454 1.5000000000000002 -348.49999999999994 0.99999946355819713 0.0013712961226701001 3.5000000000000004 0.88478556841388711 0.0011766494717448501 50.500000000000007 408.50000000000006 0.75110619469026563 0.99894970655441295 158.50000000000003 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 2.5000000000000004 0.19163509180996793 0.17677696078431374 0.31158186076218869 0.31296641791044782 42.000000000000007 1.0000000180025095e-35 decision_type=2 2 2 10 2 8 2 8 10 2 2 10 2 2 2 2 2 2 2 2 10 10 2 10 2 2 2 2 8 2 left_child=4 2 3 7 -1 6 15 -2 -6 -3 -5 -8 16 -9 -13 -4 17 18 19 20 -7 -15 -21 24 25 -22 -26 -28 -12 -29 right_child=1 9 5 10 8 12 11 13 -10 -11 28 14 -14 21 -16 -17 -18 -19 -20 22 23 -23 -24 -25 26 -27 27 29 -30 -31 leaf_value=-0.009234582498383704 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49.944499500095844 38.991754270158708 205.21505118720233 99.375900618731976 239.25076991412789 30.931185660883784 15.382640119409187 206.69811721518636 64.393471118994057 24.379860822111368 6.1558271916583172 2.2826934438198796 98.164117974229157 2.2054123133420935 80.331954833120108 leaf_count=365205 28 24295 21337 76841 59412 6420 8424 25652 146009 97869 40428 1031 1998 19102 34 281 462 6420 959 2680 305 354 2321 785 232 45 17 1168 11 1055 internal_value=0 0.00104959 0.000221599 -0.000714831 -0.00734942 0.00112321 0.00172514 -0.00319535 -0.00558559 0.00905953 -0.000157441 0.00432459 -0.000297058 -0.00323466 -0.0012409 0.00134204 -0.000585827 -0.000449618 -0.000795211 -0.0010572 -0.00180466 -0.00239355 0.00051314 5.02915e-05 0.0010944 0.00653049 0.000111703 0.00124111 0.000254523 0.000884212 internal_weight=0 13487.8 12224.2 5996.33 1931.04 6227.9 4374.1 1100.2 997.625 1263.62 4896.14 561.844 1853.8 1099.5 61.3813 3812.26 1726.42 1687.43 1482.21 1382.84 936.889 801.227 445.949 306.639 242.246 37.087 205.159 180.779 3538.71 178.496 internal_count=911180 340554 218390 162416 570626 55974 31107 45136 205421 122164 117280 9489 24867 45108 1065 21618 22869 22407 15987 15028 10027 19456 5001 3607 2822 350 2472 2240 40439 2223 is_linear=0 shrinkage=0.01 Tree=641 num_leaves=31 num_cat=0 split_feature=4 6 6 1 38 2 2 6 40 3 4 4 1 1 4 1 1 6 6 2 3 6 6 6 2 6 2 3 1 4 split_gain=18.4337 13.4542 12.5385 10.8889 9.77375 11.0457 11.6946 13.375 9.08509 9.44921 8.99611 15.8513 11.2368 21.6069 21.0182 17.9832 15.4545 44.0039 43.7761 25.9888 23.2877 20.025 30.5329 18.2783 30.0407 14.1936 21.1369 20.6158 19.514 16.8218 threshold=42.000000000000007 408.50000000000006 396.50000000000006 -26.499999999999996 1.0000000180025095e-35 0.30048543689320389 0.24494897959183673 1.5000000000000002 1.0000000180025095e-35 0.99938118811881205 9.5000000000000018 6.5000000000000009 -64.499999999999986 -60.499999999999993 21.500000000000004 -56.499999999999993 -65.499999999999986 29.500000000000004 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235434 internal_value=0 -1.04413e-05 2.43938e-05 -0.00252192 1.45654e-05 0.00346131 0.00631439 0.0171885 -4.15135e-06 -0.00719638 4.23158e-06 -0.00108431 5.91406e-05 0.000520701 0.000222008 -0.00248219 -0.00011077 -0.00185108 0.000178739 0.0156672 -0.000666789 0.00169631 0.0031399 0.00999775 0.00606166 -2.59773e-05 0.000338219 0.00107478 -0.000416234 -0.000843215 internal_weight=0 15378.4 15168 210.386 15150.3 81.8259 51.0452 8.28486 15068.5 17.5427 15051 722.751 14328.2 3855.31 3325.86 264.557 10472.9 486.562 334.274 17.3037 316.97 180.089 151.665 45.4617 32.8164 9986.34 5165.64 2220.95 4820.69 3323.74 internal_count=911180 910873 884508 26365 882806 3878 1684 418 878928 1095 877833 69384 808449 181427 158229 22685 627022 22184 8731 241 8490 6105 5265 755 620 604838 233270 105826 371568 277288 is_linear=0 shrinkage=0.01 Tree=642 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 10 10 4 10 10 11 10 3 6 11 4 10 10 6 10 3 10 6 0 1 6 4 3 split_gain=1175.09 885.459 101.18 81.3735 64.368 52.0495 43.0226 33.9757 32.2391 28.9731 27.1217 24.0559 23.1456 22.3447 31.2525 25.3221 20.0542 18.8555 18.7336 17.8505 17.7889 17.2254 17.1631 15.9187 17.4865 15.1896 15.0014 14.9053 17.7965 14.5959 threshold=3.4846319977077662e-05 0.9999486804008485 0.13270235061645502 -390.49999999999994 8.8294510192099562e-07 -8.4999999999999982 0.99473056197166454 4.0250000000000012 3.1750000000000003 1.5000000000000002 6.0750000000000011 6.4450000000000012 0.99999946355819713 2.5450000000000004 0.38913470993117016 1.0000000180025095e-35 0.98755538463592529 19.500000000000004 2.6250000000000004 8.2700000000000014 408.50000000000006 5.9750000000000005 0.29429808733309276 5.6250000000000009 507.50000000000006 1.0000000180025095e-35 -348.49999999999994 9.5000000000000018 19.500000000000004 0.59943502824858774 decision_type=2 2 2 10 2 8 2 10 10 8 10 8 2 10 2 2 2 8 10 8 2 10 2 10 2 2 10 2 10 2 left_child=4 2 3 8 -1 6 13 -5 29 -10 26 21 -3 14 15 -4 25 22 -15 -11 -20 -7 -9 -8 -25 -13 -6 28 -16 -2 right_child=1 12 5 7 10 11 23 17 9 19 -12 16 -14 18 27 -17 -18 -19 20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0092264700379693105 -0.00046671923203669621 0.0069870343736100765 -0.0016683814041962947 -0.0011170383324294454 -0.0079834912375705801 -0.00061182687681659914 0.0058048105433219982 -0.0059454099348882671 0.072654640623841721 -0.0051568436659438065 -0.0010384871755163448 -0.0016493902357578153 0.0099441527083975884 0.0070732042468246298 -0.021599280359563856 -0.010972105175191855 0.0071170297265115761 0.00090422847638315458 0.0015596962768890236 0.01260037780550618 -0.004515854531452341 -0.012115560559232652 -0.00049069613637212225 0.0028265179297608614 -0.014504803927639937 0.0053282979897375429 -0.0052215460348365725 0.0050839818149251252 5.4110028067937721e-06 -0.0040901666625433961 leaf_weight=924.68913747568149 400.40760126058012 379.90248745423742 80.324336944147944 2101.459041742608 298.49428659817204 1625.8823094088584 310.97444846574217 69.688474702415988 0.48126568016596039 536.93146854720544 117.05781440669671 94.321528277359903 872.74702645023353 60.786475591361523 3.9112998247146598 46.011422162875533 72.969379796180874 2388.846427513985 3351.9098220951855 5.7214063815772525 48.895435348153114 13.121445540338753 334.85534894606099 242.79332942608744 5.9645680785179129 46.616504549980164 576.39165102422703 67.702475199475884 151.34039752930403 153.89808340370655 leaf_count=365205 3598 24295 702 36315 55758 16517 5339 1622 27 39886 22933 1616 97869 464 29 317 5518 69546 18136 58 275 96 9797 4118 32 1120 126730 434 1261 1567 internal_value=0 0.00104029 0.00021922 -0.000708268 -0.0073284 0.00111225 0.0017077 -0.000156488 -0.00316934 -0.00490084 -0.00555903 -0.000292293 0.00904732 0.00132746 -0.00108311 -0.00505679 0.0028617 0.000566131 0.0015707 -0.00496962 0.00147234 -0.000703923 -0.00143035 0.0042965 0.00241096 0.000658542 -0.00616387 0.00116856 -0.000538882 -0.00147274 internal_weight=0 13468.5 12215.8 5992.29 1916.63 6223.53 4370.61 4894.85 1097.44 543.134 991.944 1852.91 1252.65 3810.88 349.29 126.336 213.907 2793.39 3461.59 542.653 3400.81 1639 404.544 559.732 248.758 140.938 874.886 222.954 155.252 554.306 internal_count=911180 340554 218390 162416 570626 55974 31107 117280 45136 39971 205421 24867 122164 21618 2743 1019 8254 80965 18875 39944 18411 16613 11419 9489 4150 2736 182488 1724 1290 5165 is_linear=0 shrinkage=0.01 Tree=643 num_leaves=31 num_cat=0 split_feature=10 40 0 6 2 2 2 6 6 2 2 4 6 6 10 10 6 2 10 2 2 2 6 2 6 2 0 10 6 2 split_gain=42.697 19.7371 19.5546 15.3323 17.6565 35.2237 43.5106 21.5647 22.6167 20.0443 19.1919 14.212 14.0122 13.7352 21.0999 13.1532 24.6032 32.4393 30.0106 27.261 35.6185 24.4347 23.874 23.8496 22.8219 20.9075 22.6204 20.2897 17.8125 15.5282 threshold=1.3750000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 0.61572802197802212 0.32444286391654814 0.33460559796437661 4.5000000000000009 35.500000000000007 0.18142633228840127 0.12062851552946931 inf 1.0000000180025095e-35 414.50000000000006 4.5750000000000011 5.4450000000000012 1.5000000000000002 1.0000000180025095e-35 4.3750000000000009 0.48581488933601619 0.51630627437079057 0.80070921985815613 212.50000000000003 0.55440163581575563 16.500000000000004 0.41476388168137007 1.0000000180025095e-35 4.0850000000000009 1.0000000180025095e-35 0.81866537717601562 decision_type=10 2 2 2 2 2 2 2 2 2 2 8 2 2 10 10 2 2 10 2 2 2 2 2 2 2 2 10 2 2 left_child=2 13 3 11 5 9 7 -7 -9 10 -5 12 -1 15 -15 16 19 24 22 25 28 -17 -19 -22 -18 26 -2 -24 -21 -25 right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 -12 -13 -14 14 -16 21 17 18 -20 20 23 -23 27 29 -26 -27 -28 -29 -30 -31 leaf_value=0.0002939661332377791 0.00057031524431731622 -0.01193069303573952 0.0027008194289388806 -0.0023380275649862213 -0.002095235075289463 -0.016479877297415315 0.0035068923952746543 0.021435171039120095 0.0032873450054112753 -0.0032282930325054199 0.0095659416680958891 -0.056542754693229988 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390.38658777019009 leaf_count=32574 64955 1089 39037 880 2772 43 6802 473 311 2781 742 36 3738 4070 21377 221835 11419 77545 249934 14179 7056 8521 7180 38082 3670 13890 44079 1897 19044 11169 internal_value=0 -0.000202602 0.0013857 0.000617997 0.00205875 0.00298177 0.00557455 0.0151758 0.0169299 -0.000623877 0.0042594 -0.000252194 -0.00021908 -0.00019006 -0.00279595 -0.000150734 -0.000322487 -0.000849374 -0.00117045 0.00013589 0.000978947 0.000429274 -0.000354351 -9.454e-05 0.00128243 -0.000457677 -0.000223697 0.00304876 0.00245308 0.000285124 internal_weight=0 13417.3 1936.83 1222.94 460.499 376.778 219.173 38.8361 36.7971 157.605 54.8192 762.437 761.988 13403 199.258 13203.7 10187.1 4739.36 4119 5447.73 2250.83 3016.61 2151.91 1302.4 620.365 3196.9 2949.96 188.123 948.428 1207.36 internal_count=911180 820991 90189 51152 14804 12032 7629 827 784 4403 1622 36348 36312 819902 25447 794455 564099 351645 336556 212454 89530 230356 86622 56307 15089 122924 109034 9077 33223 49251 is_linear=0 shrinkage=0.01 Tree=644 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 10 10 10 11 10 6 10 10 10 6 6 6 10 10 2 2 10 6 2 2 6 6 10 2 split_gain=1158.42 876.076 99.2928 64.5155 38.9566 38.5525 31.1795 30.2224 26.8691 23.2988 22.0965 17.8196 17.6419 13.5668 22.9442 18.7546 24.075 13.4104 12.4512 17.7374 22.586 18.4234 12.0193 11.691 17.8861 11.4881 11.2245 10.9544 28.0802 29.874 threshold=3.4846319977077662e-05 0.9999486804008485 0.18897357583045957 8.8294510192099562e-07 0.00099748477805400022 0.98755538463592529 3.3950000000000005 5.4850000000000012 6.0750000000000011 0.99999946355819713 8.615000000000002 85.500000000000014 4.955000000000001 9.0500000000000025 6.0450000000000008 31.500000000000004 66.500000000000014 4.5000000000000009 6.3250000000000011 8.2000000000000011 0.55440163581575563 0.087337909992372217 2.9150000000000005 225.50000000000003 0.074188739823414715 0.60072463768115958 32.500000000000007 200.50000000000003 4.9850000000000012 0.39938650306748474 decision_type=2 2 2 2 2 2 10 8 10 2 8 2 10 10 10 2 2 2 10 10 2 2 10 2 2 2 2 2 10 2 left_child=3 2 4 -1 7 6 -4 -2 -5 22 -7 -9 23 14 -8 18 25 -10 -16 20 -20 -21 -3 26 -25 -17 -6 -24 -29 -30 right_child=1 9 5 8 12 10 13 11 17 -11 -12 -13 -14 -15 15 16 -18 -19 19 21 -22 -23 27 24 -26 -27 -28 28 29 -31 leaf_value=-0.0092180735063185932 -0.0030412169482910245 0.0090205478307350383 -0.00049674926022794932 -0.0061376473760148455 -0.00052056405288898806 0.0022810443421140041 0.0015380969954482317 -0.00066256847850526925 -0.0063080061740976249 0.0099400785378643657 0.006666887777674776 0.0054583551093225369 0.00057735020045133329 0.005560712930327223 -0.0058274790826641559 0.0089259901438685316 -0.0017800975979297971 0.0011401824819540669 -0.0017731236949938174 0.0040257397465432261 0.0071200502916242874 -0.013266933531361155 0.0059649451762421269 -0.010654491747843832 0.0041111115690577581 -0.0068894641257353844 -0.0022399994823802043 0.0080875096355784298 -0.051764220788578411 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threshold=3.4846319977077662e-05 0.9999486804008485 0.068259380757808671 8.8294510192099562e-07 0.97252115607261669 1.0000000180025095e-35 3.0850000000000004 0.0016333823441527001 6.0750000000000011 8.8450000000000006 0.99999946355819713 3.2950000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.1150000000000011 5.6750000000000007 0.4817045961624275 0.49844720496894418 0.62178642056690847 7.0450000000000008 0.40924344112263583 5.745000000000001 0.47083130772970344 7.5550000000000006 1.0000000180025095e-35 8.3400000000000016 2.3350000000000004 2.9150000000000005 3.2650000000000001 decision_type=2 2 2 2 2 2 10 2 10 8 2 10 2 2 2 10 10 2 2 2 10 2 10 2 10 2 10 10 10 10 left_child=3 2 5 -1 6 7 -4 26 25 14 28 -7 -10 16 29 -16 -9 -13 19 20 -19 -22 23 -18 -14 -5 27 -2 -3 -6 right_child=1 10 4 8 9 11 -8 13 12 -11 -12 17 24 -15 15 -17 22 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0092100313875650847 -0.00088907053332250101 0.0090086139859273124 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200.99275172944181 1099.9469284801744 1.6197281493805329 7.1829670881852508 42.977415387518704 3.1211987566202879 1.2675494017312301 507.70519793312997 2.8619511267170301 379.45332477346528 214.36832486977801 493.34824726823717 leaf_count=365205 1123 16253 9641 70097 5239 20808 26415 16474 22205 8294 97869 25372 600 2146 5554 3765 107 12534 5445 34784 33 221 849 39 128 112391 48 36031 8042 3468 internal_value=0 0.00102186 0.000214907 -0.00728637 0.000979413 -0.000830222 0.000547071 -0.00230049 -0.00550671 0.00248662 0.00902273 -0.000318896 -0.00102363 -0.00122794 0.00208986 0.0032087 -0.00190534 0.000222741 0.000839066 0.000376232 -0.0023511 0.0182708 0.00371659 0.0192307 0.0166341 -0.00611309 -0.00427596 -0.00440199 0.00693783 0.00094326 internal_weight=0 13432 12201.4 1888.39 7046.73 5154.65 5475.96 1330.1 980.907 1570.77 1230.61 3824.55 116.87 862.058 1424.24 720.847 717.125 2492.68 1580.88 1379.89 279.944 8.8027 48.7488 5.77142 5.96578 864.036 468.037 465.175 374.854 703.395 internal_count=911180 340554 218390 570626 62376 156014 36056 56817 205421 26320 122164 99197 22933 19615 18026 9319 17469 78389 53017 47572 12788 254 995 146 728 182488 37202 37154 24295 8707 is_linear=0 shrinkage=0.01 Tree=646 num_leaves=31 num_cat=0 split_feature=10 46 0 6 2 2 6 6 2 4 5 2 10 6 2 2 4 6 2 10 18 0 5 5 6 2 2 6 10 4 split_gain=40.4883 36.9436 26.5182 24.0197 33.1243 57.9671 55.4429 21.8811 17.5191 14.7316 14.4599 30.9871 15.2683 14.2699 18.2393 15.1072 13.6679 13.4753 29.5281 13.2957 14.8893 12.8996 21.3336 19.4856 12.4522 11.9605 11.7433 14.716 10.8765 10.8311 threshold=1.3750000000000002 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 0.31296641791044782 0.33460559796437661 10.500000000000002 35.500000000000007 0.98936170212765973 1.0000000180025095e-35 3.5000000000000004 0.2573593073593074 5.5650000000000004 58.500000000000007 0.89596861471861489 0.31835016835016838 29.500000000000004 214.50000000000003 0.20701970443349751 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 11.500000000000002 196.50000000000003 0.27293771043771048 0.72245564892623726 1.0000000180025095e-35 5.3550000000000013 29.500000000000004 decision_type=10 2 2 2 2 2 2 2 2 10 10 2 10 2 2 2 10 2 2 8 2 2 10 10 2 2 2 2 10 8 left_child=1 2 9 21 6 7 -5 -6 24 -1 -2 17 -13 14 15 -14 25 -12 -19 26 -21 -3 -23 -24 -7 -8 -11 -28 -20 -26 right_child=10 3 -4 4 5 8 16 -9 -10 19 11 12 13 -15 -16 -17 -18 18 28 20 -22 22 23 -25 29 -27 27 -29 -30 -31 leaf_value=-0.054936268868122494 -0.00010925476813604886 -0.0015875031134530669 0.0056020010945953746 0.01980449883546102 0.022547772255783305 0.0023935303784482281 -0.00074829782718244828 0.0042002992553287653 -0.012526997930419136 0.0007930276696109578 0.00028521245171596603 -0.0047167864184860693 -0.0062240762727409993 -0.0067284819742267545 -0.0043668594737388024 0.0031106667882382518 -0.0054533173295292989 -0.0043321385321449983 -0.013165531896201628 0.0028027568378718184 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20.6986 26.3147 25.7194 21.6298 18.7033 19.2864 24.5968 17.6983 16.7065 16.8332 14.4023 16.484 28.3769 14.0687 16.7991 23.0232 15.8996 13.5483 13.9316 13.394 threshold=3.4846319977077662e-05 0.9999486804008485 0.51461192965507518 8.8294510192099562e-07 0.0016333823441527001 1.0000000180025095e-35 4.8850000000000007 0.99473056197166454 6.0750000000000011 0.99999946355819713 1.0000000180025095e-35 0.77442071785552036 5.6750000000000007 1.0000000180025095e-35 8.3400000000000016 1.0000000180025095e-35 6.1150000000000011 3.9350000000000005 3.0850000000000004 455.50000000000006 2.9750000000000005 6.4450000000000012 5.8550000000000013 1.0000000180025095e-35 2.5450000000000004 2.6250000000000004 1.5000000000000002 9.0500000000000025 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 10 2 10 2 2 2 10 2 8 2 10 8 8 2 10 10 10 2 10 10 2 8 2 2 left_child=3 2 4 -1 5 -2 23 18 -5 -3 11 -8 13 -13 15 20 -17 -7 -4 -20 -9 22 -22 29 26 -26 -25 28 -12 -6 right_child=1 9 7 8 6 17 10 14 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975.303 1219.19 2539.99 2039.89 149.354 89.3837 958.091 844.343 412.877 1331.99 3121.06 2582.19 431.465 335.336 298.842 3776.3 2431.19 1683.63 747.552 500.094 495.99 1345.11 internal_count=911180 340554 218390 570626 175629 106631 68998 42761 205421 122164 33357 28119 1544 1141 19856 12943 6457 69429 22905 18580 6486 3014 2568 35641 19905 15536 4369 5238 5205 15736 is_linear=0 shrinkage=0.01 Tree=648 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 11 6 10 10 11 10 2 13 2 10 10 2 2 11 2 2 6 11 10 6 6 10 6 10 split_gain=1111.45 848.951 93.9086 64.9227 44.4779 29.7891 33.7129 29.5228 28.8239 26.2647 23.7208 23.495 18.4359 18.6614 15.07 14.8978 13.9403 19.1795 38.414 19.4071 15.8431 20.1215 17.2021 15.2658 29.9327 13.2539 13.0313 12.1254 10.9278 19.0381 threshold=3.4846319977077662e-05 0.9999486804008485 0.068259380757808671 8.8294510192099562e-07 0.97252115607261669 5.2250000000000005 0.0006371206545736001 32.500000000000007 3.0850000000000004 6.0750000000000011 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num_leaves=31 num_cat=0 split_feature=10 1 10 1 1 10 10 10 2 6 10 1 40 2 6 10 2 10 2 10 2 0 6 2 10 10 6 6 10 6 split_gain=38.7035 34.7586 38.7161 33.0832 30.0444 60.8287 31.3662 29.8027 25.9151 25.4837 25.5931 24.172 21.8504 21.5017 21.4142 21.3438 20.7852 19.2367 19.2977 17.4703 33.8004 15.5818 14.2407 16.4612 22.8978 23.3195 26.1288 34.6116 18.5637 14.0973 threshold=2.7350000000000008 -64.499999999999986 2.5450000000000004 -40.499999999999993 -8.4999999999999982 4.9050000000000011 5.4450000000000012 2.7350000000000008 0.88956639566395668 98.500000000000014 4.8650000000000011 -53.499999999999993 1.0000000180025095e-35 0.66751700680272119 107.50000000000001 1.6450000000000002 0.76024883359253514 3.9350000000000005 0.87585616438356173 5.1150000000000011 0.88478556841388711 1.0000000180025095e-35 1.5000000000000002 0.22756041426927498 4.5950000000000006 4.745000000000001 13.500000000000002 12.500000000000002 4.3750000000000009 18.500000000000004 decision_type=10 8 10 10 8 10 10 8 2 2 10 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570626 69830 133518 33195 105414 13612 205421 8720 122164 15042 4733 837 3896 2604 708 22933 728 24475 6933 1853 17542 17050 1759 1588 5080 36635 is_linear=0 shrinkage=0.01 Tree=651 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 10 11 10 10 10 10 6 11 1 1 2 6 10 10 1 1 5 5 6 1 1 6 10 2 split_gain=1080.54 831.186 92.0827 82.239 65.2072 59.9432 46.6266 36.3184 27.1311 35.1246 25.8528 25.1933 24.5082 24.0109 23.3867 26.915 22.1913 20.2991 20.1348 20.0725 41.0924 84.1664 34.5918 19.9664 19.1439 23.1294 18.9984 18.6154 18.0555 17.6098 threshold=3.4846319977077662e-05 0.9999486804008485 -390.49999999999994 0.94052824378013633 8.8294510192099562e-07 0.015218299813568552 2.5450000000000004 0.0028879296733066002 5.5050000000000008 4.9450000000000012 6.0750000000000011 2.6250000000000004 182.50000000000003 0.99999946355819713 -89.499999999999986 -90.499999999999986 0.80070921985815613 212.50000000000003 3.9650000000000003 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 2.5000000000000004 1.5000000000000002 -63.499999999999993 -25.499999999999996 142.50000000000003 3.1150000000000007 0.27207792207792209 decision_type=2 2 10 2 2 2 10 2 8 10 10 10 2 2 10 10 2 2 10 10 10 10 10 10 2 10 8 2 10 2 left_child=4 2 5 6 -1 28 12 18 9 17 -6 -9 14 -3 15 -4 -11 -7 -8 -5 22 -22 27 -16 -24 29 -23 -21 -2 -26 right_child=1 13 3 19 10 8 7 11 -10 16 -12 -13 -14 -15 23 -17 -18 -19 -20 20 21 26 24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0091764641157471658 -0.0022091946552546355 0.0068378546828759936 -0.0028971497495092861 0.0039952906357817704 -0.0060105286977873507 -0.00085005443182305696 -0.0026772789606413368 0.0059280244015412955 0.0018576811077239675 -0.0059334886951341497 -0.00098152975951048323 0.00093616189199583865 0.0070651188544880138 0.0099195098781093179 -0.00077608130861126813 -0.011823453329436231 0.0052223673550461751 0.0044597104885565272 -1.6597077294096146e-05 0.0068739399770056889 -0.019580061470204614 0.0025733907852693778 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10.332 11.6315 9.95386 9.51491 8.75818 10.3569 11.5951 8.15475 20.0063 10.8263 7.84396 7.81616 16.0442 6.88511 6.95643 6.37393 6.33785 6.16168 threshold=3.4846319977077662e-05 0.9999486804008485 0.3781151175498963 8.8294510192099562e-07 0.00099748477805400022 0.99473056197166454 0.99999946355819713 42.000000000000007 0.8185736677115989 0.49341991341991348 25.500000000000004 1.0000000180025095e-35 0.37886762360446574 0.24165739710789766 296.50000000000006 6.1143434777477532e-06 0.78322452306747448 20.500000000000004 0.68199436222692045 0.49184758529020828 0.58637267904509294 0.97252115607261669 1.0000000180025095e-35 1.5000000000000002 0.66349106014087067 0.67574992574992587 24.500000000000004 0.0016333823441527001 0.78297101449275375 0.99998754262924205 decision_type=2 2 2 2 2 2 2 8 2 2 8 2 2 2 10 2 2 8 2 2 2 2 2 8 2 2 10 2 2 2 left_child=3 2 4 -1 8 9 29 11 14 -4 16 -6 27 -14 23 28 17 18 -11 20 21 -12 -10 24 -2 26 -19 -13 -5 -3 right_child=1 6 5 15 7 -7 -8 -9 22 10 19 12 13 -15 -16 -17 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1220.15 954.168 320.489 141.026 117.745 1797.02 1429.28 214.921 229.944 1219.86 1.6558 23.2807 9.6122 140.953 473.36 362.78 internal_count=911180 340554 218390 570626 172300 46090 122164 75413 96887 26234 14291 75397 3257 1775 82920 205421 2046 733 602 12245 9202 1289 13967 82918 106 131 59 1482 126635 24295 is_linear=0 shrinkage=0.01 Tree=653 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 10 5 10 1 11 11 10 10 1 1 5 6 1 6 6 2 10 10 6 10 10 5 2 2 split_gain=1051.48 814.196 90.6465 80.4132 65.4343 59.182 45.2437 27.0571 26.484 26.037 24.6218 24.3013 21.9082 19.9226 40.4174 82.753 34.1152 18.7779 22.6564 18.764 19.9533 18.6688 19.7538 28.9466 26.3037 29.1023 23.9237 23.0056 44.1701 19.0089 threshold=3.4846319977077662e-05 0.9999486804008485 -4.4999999999999991 0.94052824378013633 8.8294510192099562e-07 0.015218299813568552 3.3250000000000006 1.5000000000000002 6.4450000000000012 -348.49999999999994 0.98755538463592529 0.99999946355819713 6.0750000000000011 6.1150000000000011 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4 2 10 4 2 2 2 10 2 2 10 10 0 10 split_gain=35.8621 19.2484 18.0457 17.3136 13.8645 16.2578 14.8054 12.1662 14.572 42.9301 24.0885 18.7612 13.646 10.7225 10.1381 18.7732 12.3681 11.2473 9.99854 13.8821 19.1151 23.2999 24.1999 24.6032 19.1911 61.7089 22.777 39.066 16.807 16.6474 threshold=1.3750000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 0.26344707923655292 5.0250000000000012 1.0000000180025095e-35 0.31296641791044782 0.33460559796437661 1.5000000000000002 0.17677696078431374 0.12062851552946931 0.31296641791044782 0.59397644927536242 0.38493064312736441 23.500000000000004 0.38784306826178755 6.4750000000000005 29.500000000000004 0.49844720496894418 0.50144508670520238 0.82683658170914553 6.1150000000000011 0.39938650306748474 0.39593646864686471 4.785000000000001 4.7650000000000006 1.0000000180025095e-35 6.0750000000000011 decision_type=10 2 2 8 10 2 10 10 2 2 10 2 2 2 2 2 10 2 10 8 2 2 2 10 2 2 10 10 2 8 left_child=2 4 3 7 18 -6 -7 8 11 10 -10 12 -1 -8 15 -11 -17 -18 19 -2 24 28 -23 29 25 -21 27 -27 -22 -24 right_child=1 -3 -4 -5 5 6 13 -9 9 14 -12 -13 -14 -15 -16 16 17 -19 -20 20 21 22 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.00061707991097055591 -0.00059578125527535932 -0.011926741676518436 0.0025651599351005899 -0.0065169528916357109 0.00016053579991217267 -0.0038410147599364643 -0.0051661730269335184 0.0049924565709096791 0.012500047637575278 -0.0027838446057158244 -0.0046722603593990402 -0.0040964062607217822 0.0061315136463404724 -0.00059204869292791976 -0.00040647300848641391 0.010242274151302013 0.027206407870502596 0.0023344934968114492 0.00096954044050329255 -7.2711906869686214e-05 0.00049016387294955005 -0.00058993854368175709 0.0023398648642425873 -0.0060461075515753871 -0.0019203322695844731 0.0061807977673510464 -0.0097265096576455816 0.05173573075234604 0.0033391562893944939 0.021826138767708808 leaf_weight=140.62072803848423 4166.9069866106147 13.950274486443957 696.27455181907862 33.780256032943726 605.39992459351197 285.23121698386967 56.945454332977533 63.753283943980932 47.582492790650576 64.221341012511402 9.8616918819025141 137.13682319223881 38.075278392061591 512.26558892353205 430.86345469369553 23.266604096395895 1.8343375441618253 205.98973652883433 873.42230916704284 3401.3608396358322 353.64086836925708 1283.7719131315826 496.62832939706277 36.007014204282314 616.05186069197953 3.231255228398366 1.5109210287919266 4.5097927673486993 499.58620470925234 4.4232271928340188 leaf_count=8448 263455 1089 39037 1007 54905 28496 15219 2503 1110 1383 263 3967 1029 57815 18515 2688 22 10217 70215 159962 15286 77219 15812 668 44013 163 240 39 16330 65 internal_value=0 -0.000186508 0.00128508 0.000540473 -0.000174101 -0.00109318 -0.00198147 0.000745425 0.000499155 0.00123004 0.009552 -0.00131425 0.000820863 -0.00104966 0.000571727 0.00199893 0.00332809 0.00255402 -5.98262e-05 -0.000142556 0.000139287 0.0007947 0.000155718 0.00193812 -0.000295965 -2.55856e-06 0.0257884 0.0327203 0.00215832 0.00251189 internal_weight=0 13214.8 1893.26 1196.99 13200.9 1459.84 854.442 1163.21 1099.45 783.62 57.4442 315.833 178.696 569.211 726.175 295.312 231.091 207.824 11741.1 10867.6 6700.72 2674.06 1820.83 537.059 4026.66 3410.61 9.25197 7.74105 853.227 501.052 internal_count=911180 820991 90189 51152 819902 156435 101530 50145 47642 34198 1373 13444 9477 73034 32825 14310 12927 10239 663467 593252 329797 125380 93764 16545 204417 160404 442 202 31616 15877 is_linear=0 shrinkage=0.01 Tree=655 num_leaves=31 num_cat=0 split_feature=11 11 11 11 46 11 11 28 11 46 4 3 4 11 46 5 5 46 4 3 5 28 3 4 5 2 3 5 2 2 split_gain=1036.7 805.46 87.4229 65.5487 39.5533 34.6833 31.8046 24.7856 24.4507 17.706 16.2253 16.0034 19.4919 14.9833 13.6462 17.1951 13.4569 13.0525 13.1175 12.8035 12.6707 12.0798 11.3191 20.0173 9.36869 9.40464 9.26404 13.3265 8.8574 9.89026 threshold=3.4846319977077662e-05 0.9999486804008485 0.18897357583045957 8.8294510192099562e-07 1.0000000180025095e-35 0.98755538463592529 0.0019640936516224501 1.0000000180025095e-35 0.99999946355819713 1.0000000180025095e-35 42.000000000000007 0.71940522036799326 23.500000000000004 0.00099748477805400022 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 19.500000000000004 0.5818926974664681 1.5000000000000002 1.0000000180025095e-35 0.31281565656565663 21.500000000000004 6.5000000000000009 0.64326765188834167 0.66349106014087067 1.5000000000000002 0.34556677890011228 0.38307814674885665 decision_type=2 2 2 2 2 2 2 2 2 2 8 2 10 2 2 10 8 2 8 2 8 2 2 10 10 2 2 10 2 2 left_child=3 2 4 -1 6 17 -2 11 -3 -5 13 12 -8 26 19 -16 -9 18 -4 -7 -21 -20 23 -15 -14 -26 27 -6 -23 -30 right_child=1 8 5 9 10 14 7 16 -10 -11 -12 -13 24 22 15 -17 -18 -19 21 20 -22 28 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.0091509360589237428 -0.0040562339686154233 0.0067624215319019281 0.0033309442129852668 -0.0070453827126493373 -0.00096928909999497239 0.0026047032327678244 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122164 205421 104165 20800 16070 104152 23188 10099 2375 29493 13808 13089 3213 12926 41147 8847 14813 159 63005 38803 955 474 is_linear=0 shrinkage=0.01 Tree=656 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 46 10 10 11 10 10 46 10 10 11 18 6 46 10 6 10 10 6 6 13 5 10 46 5 5 split_gain=1022.62 797.145 85.9468 65.6552 46.1825 36.0427 28.7529 25.6223 24.5966 22.7224 21.1448 20.7111 30.6036 20.0117 18.896 18.7281 24.7853 16.6363 24.3956 15.4562 16.7584 23.7396 14.4129 18.2355 16.9471 13.4942 12.589 12.4358 12.2341 12.1409 threshold=3.4846319977077662e-05 0.9999486804008485 0.026551560498774003 8.8294510192099562e-07 0.97252115607261669 1.0000000180025095e-35 2.5450000000000004 6.0750000000000011 0.99999946355819713 8.8450000000000006 4.0250000000000012 1.0000000180025095e-35 5.0450000000000008 2.6250000000000004 0.0016333823441527001 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 6.1150000000000011 1.0000000180025095e-35 9.7700000000000014 6.1150000000000011 99.500000000000014 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 2.9150000000000005 1.0000000180025095e-35 2.5000000000000004 7.5000000000000009 decision_type=2 2 2 2 2 2 10 10 2 8 10 2 10 10 2 2 2 2 10 2 8 10 2 2 2 10 10 2 10 10 left_child=3 2 5 -1 6 14 -4 27 26 17 28 12 22 -13 -2 -9 -17 -6 -19 20 21 -15 23 -8 -25 -21 -3 -5 -7 -27 right_child=1 8 4 7 9 10 11 15 -10 -11 -12 13 -14 19 -16 16 -18 18 -20 25 -22 -23 -24 24 -26 29 -28 -29 -30 -31 leaf_value=-0.0091423953119407608 -0.0041198397565270217 0.0089255850537801988 -0.0011721686073473793 -0.0073869770622844071 0.00087479553076011743 -0.0011497879033434914 -0.0003728390727848293 -0.0018271672997015702 0.0099029766595482641 0.0061781060701465449 0.00030807131555898041 0.0062304359464222395 0.0019407709116624264 0.00046447105358663133 -0.0013772393190594773 -0.010128733557705431 0.031774726599456196 0.0043729238174649151 0.00044424712410239279 0.0016280004209514645 0.017613484566477822 -0.0047351186887427303 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21.5701 18.1112 23.4244 17.6552 14.4606 16.729 14.7399 14.291 14.0129 13.3447 12.7043 21.7297 22.9422 16.5793 13.4272 15.3194 12.674 11.658 11.5947 threshold=3.4846319977077662e-05 0.99997490644454967 0.78322452306747448 8.8294510192099562e-07 0.0016333823441527001 2.5450000000000004 5.285000000000001 6.0750000000000011 14.500000000000002 0.99473056197166454 8.3400000000000016 3.5000000000000004 1.0000000180025095e-35 4.5000000000000009 2.5750000000000006 4.8650000000000011 5.8350000000000009 7.6450000000000005 21.500000000000004 0.99999946355819713 50.500000000000007 4.8750000000000009 29.500000000000004 216.50000000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 7.5550000000000006 273.50000000000006 decision_type=2 2 2 2 2 10 8 10 2 2 8 10 2 2 10 8 8 8 8 2 2 10 8 2 2 2 10 10 8 2 left_child=3 2 4 -1 6 29 -2 -5 -8 15 11 -11 -9 -14 -7 27 -17 28 -19 -3 -13 22 23 -16 25 -23 -27 -4 -18 -6 right_child=1 19 9 7 5 14 8 12 -10 10 -12 20 13 -15 21 16 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6117.42 1974.25 1093.46 429.532 212.204 1061.13 67.1939 6047.26 2962.12 1012.23 3085.14 3081.99 139.919 880.792 217.328 1328.9 internal_count=911180 340554 221644 570626 182114 75483 106631 205421 29548 39530 23110 14826 22933 728 67193 16420 9962 5492 4026 118910 1171 66787 30115 11000 36672 36645 1299 6458 1466 8290 is_linear=0 shrinkage=0.01 Tree=658 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 10 11 11 1 10 1 10 6 1 1 10 10 10 6 10 1 1 10 6 10 1 1 10 11 3 split_gain=994.986 781.202 91.1805 90.7452 65.8541 43.9999 36.2118 33.0328 31.7009 35.7889 26.0292 24.3371 23.8964 22.9285 26.5673 22.5531 23.0729 21.3172 20.5058 19.7976 36.2988 85.9753 26.0875 19.7044 19.4002 19.115 18.7084 23.0229 18.4327 17.3349 threshold=3.4846319977077662e-05 0.99997490644454967 0.94052824378013633 -390.49999999999994 8.8294510192099562e-07 2.5450000000000004 0.0089773964136838514 0.0028879296733066002 -346.49999999999994 2.5750000000000006 -348.49999999999994 2.6250000000000004 182.50000000000003 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18077 19492 643 10974 6337 126435 41242 492 6192 302 33655 49 19574 1134 1292 129 745 2657 29 60800 11 1649 2254 27 39 internal_value=0 0.000934614 0.000222463 -0.000161638 -0.00707351 0.000324357 -0.0019926 0.000642693 0.00216615 0.000680888 -0.00524663 0.000994826 -0.00139075 -0.00161679 -0.00463868 -0.00433839 -0.00548305 -0.00410623 -0.00127094 0.00322525 0.00119834 -0.0041341 0.0031896 0.00166469 -0.000737388 0.00193489 -0.00099916 -0.000361743 -0.0110689 0.00403275 internal_weight=0 13265 12213.2 10197.9 1757.02 8058.88 2139.07 6797.26 2015.26 838.856 929.413 5415.48 1261.62 1228.48 208.474 503.249 389.401 634.688 1635.83 1176.4 341.852 92.9471 248.905 203.709 1381.78 66.4765 1020.01 835.03 11.4683 69.7889 internal_count=911180 340554 221644 188708 570626 133428 55280 120762 32936 17072 205421 41885 12666 12174 2079 34615 33704 146009 20665 15864 4890 885 4005 2713 78877 756 10095 8446 56 1173 is_linear=0 shrinkage=0.01 Tree=659 num_leaves=31 num_cat=0 split_feature=10 0 5 6 2 2 2 6 6 2 6 5 2 6 5 2 10 6 2 6 2 2 6 10 6 10 6 2 2 2 split_gain=33.3219 17.4055 16.9109 17.5555 18.6884 47.3999 24.8973 21.8516 26.1732 17.861 14.3135 16.7836 15.6565 14.2831 13.1971 29.9349 14.4299 13.2937 28.4306 13.2656 18.6689 14.096 12.8942 10.5157 10.5087 10.3543 21.1226 31.042 31.7195 25.3644 threshold=1.3750000000000002 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 0.30795574288724981 0.33460559796437661 0.18142633228840127 35.500000000000007 4.5000000000000009 0.12062851552946931 1.0000000180025095e-35 1.5000000000000002 0.62470657276995312 182.50000000000003 3.5000000000000004 0.2573593073593074 5.5650000000000004 214.50000000000003 0.20701970443349751 58.500000000000007 0.89596861471861489 0.31835016835016838 10.500000000000002 5.3550000000000013 4.5000000000000009 5.4450000000000012 1.5000000000000002 0.49844720496894418 0.51630627437079057 1.0000000180025095e-35 decision_type=10 2 8 2 2 2 2 2 2 2 2 10 2 2 10 2 10 2 2 2 2 2 2 10 2 10 2 2 2 2 left_child=1 2 3 10 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0.000194865 0.00111549 -0.000741262 internal_weight=0 1874.67 1185.84 1152.4 432.732 287.199 145.533 42.9335 29.8716 51.7829 719.666 91.8458 25.5874 244.265 13119.1 879.246 505.857 373.389 20.9755 251.623 212.425 141.486 29.3497 11.4196 227.193 12239.9 9676.67 5130.63 2137.03 4546.04 internal_count=911180 90189 51152 50145 14427 10236 4191 951 528 1577 35718 3707 530 9285 820991 96307 59499 36808 2209 24400 13149 10772 719 482 8866 724684 539692 199965 85507 339727 is_linear=0 shrinkage=0.01 Tree=660 num_leaves=31 num_cat=0 split_feature=10 1 1 6 1 1 10 10 10 6 6 10 10 10 10 1 1 10 6 6 10 6 6 6 1 1 6 1 6 6 split_gain=32.6726 44.9306 34.1385 35.7169 22.4939 17.9141 66.7522 34.8328 29.5959 25.2197 20.6731 20.6101 36.2577 19.7286 25.1789 18.2627 17.6038 16.2088 16.121 41.2654 13.9744 13.6076 26.5215 13.8096 13.5386 30.0904 12.6523 19.2642 67.3018 19.4143 threshold=1.3750000000000002 -64.499999999999986 -53.499999999999993 65.500000000000014 -62.499999999999993 -364.49999999999994 3.9350000000000005 6.4450000000000012 4.995000000000001 158.50000000000003 107.50000000000001 2.5450000000000004 2.5750000000000006 5.4450000000000012 5.9750000000000005 -83.499999999999986 -367.49999999999994 1.0000000180025095e-35 9.5000000000000018 10.500000000000002 4.6750000000000007 45.500000000000007 44.500000000000007 1351.5000000000002 -180.49999999999997 -89.499999999999986 14.500000000000002 -65.499999999999986 29.500000000000004 27.500000000000004 decision_type=10 8 10 2 8 10 10 10 10 2 2 10 10 10 10 10 10 8 2 2 10 2 2 2 10 10 2 10 2 2 left_child=1 18 4 -4 -3 6 9 8 20 -2 11 -7 -13 -10 21 -12 -9 -6 24 -20 -8 22 -15 -23 -1 -26 -21 -28 29 -29 right_child=5 2 3 -5 17 10 7 16 13 -11 15 12 -14 14 -16 -17 -18 -19 19 26 -22 23 -24 -25 25 -27 27 28 -30 -31 leaf_value=0.0016095085156383963 0.0001125442552280259 0.010963928042558144 -0.0010447619707572194 0.012029272402704785 3.3525118806015436e-05 -0.0021450397954895606 -0.0026905249566289008 0.0032806521936083262 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4635 51269 21014 13171 7843 11668 8509 4512 4365 2695 716 is_linear=0 shrinkage=0.01 Tree=661 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 46 10 10 46 28 10 11 10 46 4 3 18 6 10 10 10 6 2 10 2 10 6 5 6 10 split_gain=980.049 775.064 90.973 60.6808 49.0952 34.9523 28.2573 24.01 21.558 24.3718 22.334 21.2079 22.0662 26.0036 20.9245 27.6623 20.1915 23.0775 19.2135 25.4975 17.8111 21.1911 19.1922 109.794 38.3841 44.6993 17.1187 16.3873 16.171 15.7368 threshold=2.9517374969145752e-05 0.99997490644454967 0.78322452306747448 8.8294510192099562e-07 0.0016333823441527001 1.0000000180025095e-35 2.5450000000000004 6.0750000000000011 1.0000000180025095e-35 1.0000000180025095e-35 5.6550000000000011 0.99473056197166454 2.9150000000000005 1.0000000180025095e-35 19.500000000000004 0.19929078014184398 1.0000000180025095e-35 4.5000000000000009 6.4450000000000012 5.8550000000000013 5.285000000000001 36.500000000000007 0.66522988505747138 5.3150000000000004 0.68208556149732635 5.7750000000000012 30.500000000000004 1.5000000000000002 786.50000000000011 2.6250000000000004 decision_type=2 2 2 2 2 2 10 10 2 2 10 2 10 2 8 2 2 2 10 10 10 2 2 10 2 10 2 8 2 10 left_child=3 2 4 -1 5 -2 -6 -5 9 10 -8 -4 -13 18 15 -10 -9 -18 19 -14 -7 -22 -23 -24 25 -25 -11 -21 -15 -16 right_child=1 -3 11 7 6 20 8 16 14 26 -12 12 13 28 29 -17 17 -19 -20 27 21 22 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0091156393991937874 -0.0041050401137958095 0.0091930990294845291 0.0011216269705349884 -0.0059556198105189893 -0.0012440019360918859 -0.0015968030233871251 -0.0015699073184336917 -0.001969926616402187 -0.0062207028256719863 0.0030792126283963857 0.0027501411540324038 0.0055710410799862308 -0.00023981646490009182 0.0039970530116171903 0.0052864890088850499 -8.6504274186954239e-05 -0.010115018007521041 0.031584979233469188 0.0063454083173105193 -0.028125814620279424 -0.00048556315495076186 0.0039225104959761574 0.19778293862948915 -0.010113087725036652 0.00019785736128229503 0.12353238469413581 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17.0227 16.9747 15.9307 32.5736 15.6634 threshold=2.9517374969145752e-05 0.99997490644454967 0.78322452306747448 -9.4999999999999982 8.8294510192099562e-07 3.6650000000000005 -124.49999999999999 -126.49999999999999 0.31281565656565663 7.6450000000000005 0.0070173616986721008 19.500000000000004 0.27320574162679429 -348.49999999999994 6.0450000000000008 -59.499999999999993 -53.499999999999993 2.3850000000000002 1.5000000000000002 0.98755538463592529 6.0450000000000008 19.500000000000004 8.3400000000000016 4.6750000000000007 0.0055486904457211009 1.0000000180025095e-35 8.7300000000000022 7.5550000000000006 -63.499999999999993 -25.499999999999996 decision_type=2 2 2 8 2 10 10 10 2 8 2 8 2 10 10 10 10 10 10 2 10 10 10 10 2 2 8 10 10 8 left_child=4 2 3 5 -1 24 7 9 -9 21 17 12 -7 -6 19 18 -17 -5 -16 -8 -15 -4 -19 -10 -2 -13 -24 -20 -29 -18 right_child=1 -3 6 10 13 11 14 8 23 -11 -12 25 -14 20 15 16 29 22 27 -21 -22 -23 26 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0091068362967143823 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31.153065390884876 76.141969995573163 376.87229240569286 30.997511161491275 342.4083600724116 92.372979851264972 1385.7432568510994 1.2562840133905382 3.1617697402834892 1658.4541458152235 916.04150441917591 7.3246067431755373 26.620472349226475 12.045812319964169 2.5572836697101584 leaf_count=365205 25039 118910 1261 928 57405 1914 4707 21 40 9306 19297 72989 11060 122314 1768 149 814 34702 370 6208 19156 13970 9 20 9585 12571 566 378 505 13 internal_value=0 0.00090371 0.000205514 -0.000278862 -0.00713797 0.00021187 0.00171101 0.000758986 -0.0233739 0.000865558 -0.0021853 0.000734514 -0.00116376 -0.00530571 0.00300915 0.000345922 -0.00443623 -0.00433118 0.00359775 0.00373974 -0.00414902 0.000338257 -0.00543624 -0.00811085 -0.000745175 0.00103042 0.00920354 -0.000507861 -0.00478951 0.00141373 internal_weight=0 13273.9 12241.5 9261.69 1684.74 7365.7 2979.83 1719.09 7.55816 1711.53 1895.99 4764.04 642.479 872.642 1260.74 271.402 109.852 494.888 161.549 989.343 595.732 1511.65 385.453 5.35932 2601.65 4121.57 8.58089 69.6638 38.6663 78.6993 internal_count=911180 347100 228190 188660 564080 133158 39530 24618 81 24537 55502 98534 12974 198875 14912 3997 976 36205 3021 10915 141470 15231 35277 60 34624 85560 575 1253 883 827 is_linear=0 shrinkage=0.01 Tree=663 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 46 10 10 46 10 10 18 6 46 10 18 3 3 3 3 10 10 6 6 0 10 10 3 10 split_gain=953.696 759.5 87.7848 60.8717 53.6255 34.1187 34.0322 24.4972 23.6431 21.8794 21.8127 20.0698 19.5577 21.8275 18.5406 26.9801 17.9599 21.4255 19.3201 19.2977 17.3898 26.9979 17.3073 20.6017 17.2488 20.5386 32.7098 18.7748 16.0849 77.4616 threshold=2.9517374969145752e-05 0.99997490644454967 0.94052824378013633 8.8294510192099562e-07 0.0016333823441527001 2.5450000000000004 1.0000000180025095e-35 9.0500000000000025 6.0750000000000011 1.0000000180025095e-35 2.5750000000000006 6.1150000000000011 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 5.0450000000000008 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673 22 3692 110 11949 33 28729 4101 517 19 6098 476 internal_value=0 0.000895739 0.000203565 -0.00711682 -0.000171268 0.000165015 -0.00172981 0.00211767 -0.00528018 0.00177706 0.000453872 0.00283037 -0.000928632 0.0167098 0.000392674 -0.000419391 0.00142193 0.00429317 0.00625757 0.000322703 0.0031564 0.0231221 -0.000925406 0.00104162 0.00072372 -6.5127e-05 0.000728271 -0.00152741 0.00505484 0.0195878 internal_weight=0 13258.6 12235.3 1672.91 10231.7 8415.82 1815.86 2003.63 868.119 1829.98 6979.38 949.185 109.158 5.94401 6896.73 1997.3 569.047 157.541 122.72 411.506 151.719 4.24047 1349.82 335.973 4899.43 1770.31 1147.63 622.678 92.6423 7.03717 internal_count=911180 347100 228190 564080 195254 82077 113177 32936 198875 22695 72258 11783 22447 705 71724 30351 11463 1271 947 10192 3824 132 73503 18556 41373 12644 8524 4120 6607 509 is_linear=0 shrinkage=0.01 Tree=664 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 1 3 10 10 11 4 3 1 10 1 1 10 10 3 11 10 4 10 10 11 0 10 1 1 split_gain=940.759 751.826 86.1873 83.99 60.9609 36.005 42.7326 39.6657 35.646 35.2269 30.2289 26.2746 28.7404 25.1323 23.9217 41.415 93.3659 21.1507 20.2805 20.088 19.3651 19.1807 18.7768 18.4814 17.2904 17.1245 16.401 16.1313 15.2854 15.2225 threshold=2.9517374969145752e-05 0.99997490644454967 0.78322452306747448 -9.4999999999999982 8.8294510192099562e-07 -124.49999999999999 -126.49999999999999 0.31281565656565663 3.6650000000000005 7.6450000000000005 0.0070173616986721008 19.500000000000004 0.27320574162679429 -348.49999999999994 6.0450000000000008 -59.499999999999993 -54.499999999999993 2.3850000000000002 6.1950000000000012 0.94754041967664271 0.98755538463592529 6.0450000000000008 19.500000000000004 8.3400000000000016 4.6750000000000007 0.0055486904457211009 1.0000000180025095e-35 8.7300000000000022 -25.499999999999996 -277.49999999999994 decision_type=2 2 2 8 2 10 10 2 10 8 2 8 2 10 10 10 8 10 10 2 2 10 10 10 10 2 2 8 8 10 left_child=4 2 3 8 -1 6 9 -8 25 22 17 12 -10 -6 20 18 -17 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internal_weight=0 13244.6 12230.2 9257.65 1661.2 2972.57 1716.93 7.67765 7365.9 1709.25 1891.75 4766.64 642.283 863.632 1255.64 270.605 109.634 491.596 160.971 116.417 985.034 590.296 1510.73 382.379 5.39324 2599.25 4124.36 8.62693 78.5761 92.2839 internal_count=911180 347100 228190 188660 564080 39530 24618 81 133158 24537 55502 98534 12974 198875 14912 3997 976 36205 3021 1708 10915 141470 15231 35277 60 34624 85560 575 827 19156 is_linear=0 shrinkage=0.01 Tree=665 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 10 11 11 1 10 1 10 6 10 1 1 10 6 10 10 1 1 10 4 1 10 10 6 1 4 split_gain=927.989 744.207 84.8732 84.345 61.0489 41.4089 35.0744 32.1389 30.0727 33.9787 25.0441 23.8295 22.7419 22.4377 22.3765 25.8895 20.4497 19.9964 18.9644 18.8034 34.5338 81.9011 25.8191 20.5847 18.6206 22.804 18.3588 20.6594 23.1604 28.1328 threshold=2.9517374969145752e-05 0.99997490644454967 0.94052824378013633 -390.49999999999994 8.8294510192099562e-07 2.5450000000000004 0.0089773964136838514 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4890 885 4005 2713 10335 8651 79017 21781 13335 357 is_linear=0 shrinkage=0.01 Tree=666 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 11 1 1 6 3 6 3 11 3 3 3 3 1 11 6 6 1 1 1 6 11 6 3 1 split_gain=915.377 736.652 83.4094 85.0922 61.1339 36.3837 35.8353 24.955 24.6793 19.2007 16.9621 15.7581 25.0815 15.0146 11.5932 66.3394 11.4945 16.037 12.5603 11.9438 13.5739 11.2677 11.0431 86.9056 20.5895 14.6525 11.4496 11.0431 10.5038 10.2766 threshold=2.9517374969145752e-05 0.99997490644454967 0.97252115607261669 -390.49999999999994 8.8294510192099562e-07 0.0089773964136838514 0.0023884368129074005 -348.49999999999994 -240.49999999999997 204.50000000000003 0.96999699969997011 371.50000000000006 0.73368794326241138 0.99999946355819713 0.22271825396825398 0.21498599439775909 0.31281565656565663 0.31838294448913923 -242.49999999999997 0.8784809708595277 121.50000000000001 11.500000000000002 -57.499999999999993 -56.499999999999993 -63.499999999999993 29.500000000000004 0.99894970655441295 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144026 13399 12997 130627 17425 2818 14607 12669 113202 1978 111224 1510 392 283 178 73 107811 24970 82841 521 298 217 152 23440 7888 is_linear=0 shrinkage=0.01 Tree=668 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 46 46 46 46 5 6 11 6 3 4 3 5 6 3 6 5 6 6 4 4 2 4 3 3 split_gain=902.673 729.156 82.1028 61.2191 39.7275 27.8855 24.065 21.2429 15.9758 15.5382 16.3213 16.418 15.1096 13.9371 13.7051 28.1313 12.2256 13.5038 13.5143 11.737 10.6221 10.7379 14.9055 14.3454 15.9522 10.2538 12.9901 14.5153 10.2141 12.7855 threshold=2.9517374969145752e-05 0.99997490644454967 0.51461192965507518 8.8294510192099562e-07 0.00099748477805400022 0.99473056197166454 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 50.500000000000007 0.99999946355819713 455.50000000000006 0.31281565656565663 27.500000000000004 0.5818926974664681 1.5000000000000002 115.50000000000001 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 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12.4624 17.9255 13.8984 12.4267 15.6236 16.3312 19.0518 19.7018 15.0842 25.4428 14.0845 24.316 12.3685 11.7183 11.5863 20.5806 12.1481 11.4056 threshold=1.3750000000000002 1.0000000180025095e-35 9.5000000000000018 10.500000000000002 0.72509541984732839 1.0000000180025095e-35 0.66349106014087067 0.67574992574992587 0.8185736677115989 35.500000000000007 29.500000000000004 1.0000000180025095e-35 29.500000000000004 241.50000000000003 0.59103465595178317 3.5000000000000004 0.73703419131771042 5.5000000000000009 2.5000000000000004 0.47083130772970344 214.50000000000003 0.77836257309941537 1.0000000180025095e-35 0.67806351061757264 4.9150000000000009 2.5000000000000004 744.50000000000011 1.0000000180025095e-35 8.3400000000000016 1.0000000180025095e-35 decision_type=10 2 2 2 2 2 2 2 2 2 10 2 10 2 2 10 2 10 2 2 2 2 2 2 10 8 2 2 10 2 left_child=1 11 -3 -4 5 -5 12 9 -6 -8 -9 25 13 -7 -15 -2 17 22 19 24 -18 -22 -17 -24 -19 -1 28 -28 -20 -26 right_child=15 2 3 4 8 6 7 10 -10 -11 -12 -13 -14 14 -16 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14.940849874168633 64.980980569496751 1.3498383294790977 0.86264476366341103 387.49381092906697 230.23956015327713 25.76544808910694 84.582324414572213 11.101709842565468 9.9380108225159365 10.447157481685279 19.47515225055395 0.85931143927154963 47.592177219805308 31.174474219558761 0.16247506544459511 0.11395045043900609 25.438588630757295 12.805929924710652 leaf_count=62393 724684 20616 142 116 1479 503 268 104 424 159 393 376 1346 32 19 50763 30832 1095 5680 554 399 1817 1051 130 800 1819 49 13 2871 253 internal_value=0 0.00117461 0.000167585 0.00294251 0.00208835 0.00517814 0.00626954 0.0111757 -0.00420452 0.0184176 0.0012283 0.00279609 0.00352413 0.00896988 0.0363282 -0.000169199 -0.00132636 -0.00218353 9.99547e-05 0.0033262 0.000778346 0.00902317 -0.00334569 0.00476667 0.0049417 0.00301141 -0.0027451 0.0619154 -0.00290755 0.00741629 internal_weight=0 1842.35 1136.52 245.446 231.137 155.021 146.638 52.6143 76.1151 30.4477 22.1666 705.836 94.0236 29.0427 2.21248 12956.8 866.016 615.391 207.563 97.2653 250.625 20.3852 407.828 20.3345 86.1636 690.895 110.297 0.276426 110.021 60.3981 internal_count=911180 90189 25601 4985 4843 2940 2824 924 1903 427 497 64588 1900 554 51 820991 96307 63259 11315 2702 33048 2216 51944 1181 2148 64212 8613 62 8551 1053 is_linear=0 shrinkage=0.01 Tree=670 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 11 11 1 1 6 1 6 5 11 6 1 5 1 1 4 4 4 5 6 6 6 5 6 1 4 split_gain=890.027 721.374 80.5344 83.1502 61.3052 35.4708 34.4913 24.8661 24.2838 21.8332 22.886 18.9305 17.9713 15.2044 13.7457 21.369 13.6634 12.8471 26.1766 12.4104 12.3532 11.7877 18.3248 11.3312 17.0714 11.2397 10.6011 10.5648 28.2573 19.1628 threshold=2.9517374969145752e-05 0.99997490644454967 0.97252115607261669 -390.49999999999994 8.8294510192099562e-07 0.0089773964136838514 0.0023884368129074005 -348.49999999999994 -8.4999999999999982 371.50000000000006 -30.499999999999996 158.50000000000003 3.5000000000000004 0.99999946355819713 1.5000000000000002 -63.499999999999993 4.5000000000000009 -63.499999999999993 -35.499999999999993 42.000000000000007 1.5000000000000002 16.500000000000004 6.5000000000000009 17.500000000000004 33.500000000000007 11.500000000000002 1.5000000000000002 1.0000000180025095e-35 -256.49999999999994 19.500000000000004 decision_type=2 2 2 10 2 2 2 10 8 2 8 2 10 2 2 10 10 10 10 8 8 8 10 2 2 2 10 2 10 10 left_child=4 2 3 5 -1 20 26 -6 9 12 -11 21 -4 -3 -14 -16 19 23 -19 27 -2 -7 -23 -18 -25 -9 -5 28 -8 -30 right_child=1 13 8 6 7 11 16 25 -10 10 -12 -13 14 -15 15 -17 17 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.0090522440350446608 0.063199822455891105 0.0070342795764705016 0.0040754959819869372 -0.000433170681948143 -0.0076867724405567947 0.0032975460362840553 0.0026832637803370896 -0.0051850831443932544 0.00081299922361198441 -0.011327610801448167 0.010862427945667982 0.0028185295379523261 0.0037609632874155531 0.0098627684863652112 -0.0077265427475098972 0.0053394755976856082 -0.0022533210000235423 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36412 19396 208 120 140 78031 32144 33451 1544 12315 internal_value=0 0.000856551 0.000194038 -0.00012082 -0.00700883 -0.00182031 0.000340346 -0.00515109 0.00229008 0.00332168 -0.00588044 -0.00115259 0.00357453 0.00911682 -0.000353575 -0.00358774 0.000667552 -0.00254673 0.00219438 0.000731686 -0.00416627 -0.00142303 -0.00157434 -0.00463659 -0.00991981 -0.00399179 -0.000922843 0.000720412 0.000206763 -0.000253887 internal_weight=0 13181.7 12203 10609.3 1614.94 2264.43 8344.87 845.899 1593.68 938.342 25.0939 1762.72 913.248 978.738 103.296 57.8354 6628.01 129.661 39.6682 6498.35 501.713 1650.33 1599.07 89.9926 27.9758 580.5 1716.86 6494.03 2476.98 2088.5 internal_count=911180 347100 228190 198616 564080 58452 140164 198875 29574 14355 174 22018 14181 118910 1643 1037 51067 1028 293 50039 36434 20296 19604 735 260 141470 89097 50008 16557 13859 is_linear=0 shrinkage=0.01 Tree=671 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 6 4 3 6 2 6 3 2 4 0 40 3 6 3 2 4 2 2 3 4 6 11 6 split_gain=877.878 714.034 79.4089 61.3809 38.3379 27.0839 15.2995 13.6068 12.8287 11.7766 11.7511 10.1318 10.0876 10.0372 9.80687 9.26745 9.0798 9.05254 8.50245 10.0277 9.83176 54.5506 10.0332 9.20944 10.3513 8.28151 7.96434 7.83502 8.14134 7.77214 threshold=2.9517374969145752e-05 0.99997490644454967 0.51461192965507518 8.8294510192099562e-07 0.00099748477805400022 0.99473056197166454 0.99999946355819713 455.50000000000006 42.000000000000007 0.8185736677115989 1.0000000180025095e-35 0.52960654460459688 48.500000000000007 0.84654631083202525 0.11558704453441292 296.50000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.73368794326241138 210.50000000000003 0.60061349693251542 0.39593646864686471 25.500000000000004 0.20091743119266059 0.15434243176178658 0.75937646507266776 27.500000000000004 200.50000000000003 0.99998754262924205 309.50000000000006 decision_type=2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 10 2 2 2 2 2 2 8 2 2 2 8 2 2 2 left_child=3 2 4 -1 9 7 27 13 -6 15 -5 -12 -11 17 -15 -2 -16 18 20 23 -4 22 -22 24 -20 -25 -7 -3 -29 -28 right_child=1 6 5 10 8 26 -8 -9 -10 12 11 -13 -14 14 16 -17 -18 -19 19 -21 21 -23 -24 25 -26 -27 29 28 -30 -31 leaf_value=-0.0090429718089581421 -0.0022485269877503306 0.0074023831470488013 0.00060636636373665278 -0.0067546732126845636 -6.7486893890497887e-05 0.0043257054803506681 0.0098585009053556959 -0.00552614008161209 0.01935564757641162 -0.00086617784765911779 -0.0034462753438296166 -0.0065027669044508763 0.0042065624369686076 0.0017344659632599602 0.0040896843402961252 0.053801595697953022 0.013632264883768522 -0.017315605239643012 -0.016417752951133478 0.005983506842486384 0.005384864229370602 0.038832322646920936 0.0012477408743946318 -0.0013095960008833762 0.0016750039624365504 -0.0061470627663164643 0.0024218902958431953 -0.011630972010913721 0.0053347466355968369 -0.0038142160144095075 leaf_weight=762.16128013457637 1231.4928618082777 244.14770077378489 1920.5138885937631 290.12343252066057 6641.4713397407904 245.60622109216638 713.75438450649381 32.939971636980772 3.4022634103894225 184.93895232584327 403.15602033294272 148.36418808961753 49.746342259459198 378.95888567250222 48.367233889177442 0.29506055265664954 12.560560029000042 2.7860039770603171 3.2809486836194983 19.216825747862458 70.273724170401692 4.0449104756116858 353.46755192335695 102.04582072235644 87.340700324624777 54.178526055067778 730.30626439116895 4.4262385410256666 7.8355957651510835 20.547732967883348 leaf_count=365205 88531 20625 15190 45582 78723 4989 97869 180 19 10829 111963 41330 4071 2803 296 2 88 17 16 99 425 27 2240 639 549 336 17930 90 326 191 internal_value=0 0.000848902 0.000192179 -0.00698717 -0.000380511 0.00132894 0.00910582 0.000866625 -5.7542e-05 -0.00184395 -0.00512551 -0.0042685 0.000209093 0.000935508 0.00233316 -0.0022351 0.00605693 0.000700592 0.000719791 -0.000974444 0.000911748 0.00228274 0.00193385 -0.00151612 0.00101996 -0.00298723 0.00276255 0.00701064 -0.000789485 0.00225123 internal_weight=0 13167.9 12197.8 1603.8 8111.35 4086.44 970.164 3089.98 6644.87 1466.47 841.644 551.52 234.685 3057.04 439.887 1231.79 60.9278 2617.15 2614.36 266.063 2348.3 427.786 423.741 246.846 90.6216 156.224 996.46 256.41 12.2618 750.854 internal_count=911180 347100 228190 564080 182175 46015 118910 22905 78742 103433 198875 153293 14900 22725 3187 88533 384 19538 19521 1639 17882 2692 2665 1540 565 975 23110 21041 416 18121 is_linear=0 shrinkage=0.01 Tree=672 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 1 3 11 1 4 11 11 11 1 1 18 1 11 1 4 3 3 5 4 3 5 3 1 4 split_gain=865.887 706.762 77.9107 71.9679 61.4521 35.7232 44.7335 27.4853 27.4416 24.871 23.7966 21.4064 21.1125 15.3909 14.6113 12.5829 15.551 15.925 12.5479 12.4736 22.8444 12.1991 51.8762 12.2088 11.9476 11.375 10.749 11.8718 14.1965 10.6574 threshold=2.9517374969145752e-05 0.99997490644454967 0.3781151175498963 -9.4999999999999982 8.8294510192099562e-07 -124.49999999999999 -126.49999999999999 0.31281565656565663 0.99766892194747936 -348.49999999999994 19.500000000000004 0.0043998162727802515 0.0013712961226701001 0.99999946355819713 -306.49999999999994 -111.49999999999999 1.0000000180025095e-35 -87.499999999999986 0.98755538463592529 -12.499999999999998 23.500000000000004 0.60535266738274263 0.60061349693251542 6.5000000000000009 42.000000000000007 0.70853559870550176 1.5000000000000002 0.68091632946090597 -18.499999999999996 19.500000000000004 decision_type=2 2 2 8 2 10 10 2 2 10 8 2 2 2 8 10 2 10 2 10 10 2 2 10 8 2 10 2 8 10 left_child=4 2 3 12 -1 6 10 -8 15 -6 25 -5 26 -3 -12 -7 -17 -18 -16 24 -21 22 23 -13 29 -4 -2 -28 -29 -14 right_child=1 13 5 11 9 8 7 -9 -10 -11 14 21 19 -15 18 16 17 -19 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.0090336312505671784 -0.00049962744196595601 0.0069872261756209536 0.004804315079440593 -0.0043142002137763402 -0.0076536182808341017 0.0073917100915298671 -0.038002187090948401 -0.0074569755097852325 0.0049295574675359295 -0.0039369460170550433 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125.73052007996012 0.22202004422433574 4211.368158721365 leaf_count=365205 51301 21041 2147 34294 57405 224 30 74 6953 141470 1842 10574 5160 97869 10896 11963 26 46 14555 22 116 6656 31 166 16 588 19689 9838 24 40959 internal_value=0 0.000841344 0.000190345 -0.000438472 -0.00696545 0.00120657 0.000400503 -0.0181319 0.0021575 -0.00509996 0.000496199 -0.00244667 3.73407e-05 0.00909487 0.000177632 0.00169451 0.00157396 -0.0093152 -0.000104118 0.000352257 0.00914754 -0.00165217 -0.000901317 -0.00102367 0.000322304 0.00347296 -0.00106368 -0.00247086 5.14383e-05 0.00030952 internal_weight=0 13153.9 12192.2 7531.74 1592.78 4660.46 2522.36 12.9578 2138.11 837.425 2509.4 1442.7 6089.04 961.663 2266.81 1832.1 1794.14 13.0199 2018.25 4734.79 16.07 1012.12 689.573 688.204 4718.72 242.59 1354.25 387.51 125.953 4715.67 internal_count=911180 347100 228190 178846 564080 49344 30132 104 19212 198875 30028 51721 127125 118910 27293 12259 12035 72 25451 46273 138 17427 10771 10740 46135 2735 80852 29551 9862 46119 is_linear=0 shrinkage=0.01 Tree=673 num_leaves=31 num_cat=0 split_feature=10 1 1 2 2 1 1 10 10 10 5 2 2 10 10 5 2 1 1 1 1 5 28 10 2 10 10 5 1 5 split_gain=27.1614 41.6582 32.3499 34.0162 27.8071 21.7023 18.2506 61.3982 32.6123 26.9753 21.6067 32.113 32.5182 29.2206 31.472 22.0354 19.566 17.8776 28.0131 17.4786 15.3858 15.2931 14.3521 14.199 20.3999 13.9483 35.3796 15.3634 14.5679 35.5954 threshold=1.3750000000000002 -64.499999999999986 -53.499999999999993 0.87585616438356173 0.73368794326241138 -63.499999999999993 -364.49999999999994 3.9350000000000005 6.4450000000000012 4.995000000000001 1.5000000000000002 0.61138079827400227 0.61572802197802212 5.4450000000000012 5.5750000000000011 4.5000000000000009 0.12062851552946931 -89.499999999999986 -126.49999999999999 -367.49999999999994 -67.499999999999986 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.72245564892623726 2.5450000000000004 2.5750000000000006 1.5000000000000002 -353.49999999999994 2.5000000000000004 decision_type=10 8 10 2 2 10 10 10 10 10 10 2 2 10 10 10 2 10 10 10 10 8 2 8 2 10 10 10 10 10 left_child=1 4 3 21 -1 -5 7 -2 9 -9 11 22 -13 -12 -15 16 -16 18 -6 -10 -19 23 -11 24 -3 -8 -27 -28 29 -29 right_child=6 2 -4 5 17 -7 25 8 19 10 13 12 -14 14 15 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31 leaf_value=0.00045210189373998469 0.0004021286849871457 0.0019109576456804763 -0.00024714714985106181 0.0059248594847634284 -0.00032255429616575312 0.016419034143640591 -0.0017804477592110648 -0.0015684253448487579 0.0032404711348634979 -0.0080872012387214042 -0.0055532502584482299 0.018093887007819956 -0.0026874678175989701 0.008227907271226461 0.0048393408167620852 0.0094401653525515525 -0.0082331875075704157 0.0052913945238255138 -0.0152796448608072 -0.020197657605080556 -0.0036102734078120179 -0.0039923650063593916 0.0098875238154384256 0.0037440653511027541 -0.0087806576580458599 0.0066642975798937576 0.00036085636098901093 -0.0077216930782922823 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24.4163 threshold=2.9517374969145752e-05 0.99997490644454967 0.94052824378013633 -390.49999999999994 8.8294510192099562e-07 3.3250000000000006 0.0089773964136838514 -346.49999999999994 2.5750000000000006 -348.49999999999994 2.3850000000000002 8.3400000000000016 204.50000000000003 6.0450000000000008 6.1150000000000011 -59.499999999999993 -53.499999999999993 6.1550000000000011 192.50000000000003 0.98755538463592529 -25.499999999999996 -39.499999999999993 -63.499999999999993 -62.499999999999993 1.0000000180025095e-35 1.0000000180025095e-35 -371.49999999999994 -367.49999999999994 4.5000000000000009 1.0000000180025095e-35 decision_type=2 2 2 10 2 10 2 10 10 10 10 10 2 10 10 10 10 10 2 2 8 10 10 10 10 2 8 8 2 2 left_child=4 2 3 6 -1 21 10 8 -4 -6 -2 -12 -8 -11 -9 17 -17 -16 -19 -20 -18 22 -5 24 -24 -25 -10 -28 -15 -30 right_child=1 -3 7 5 9 -7 12 14 26 13 11 -13 -14 28 15 16 20 18 19 -21 -22 -23 23 25 -26 -27 27 -29 29 -31 leaf_value=-0.0090236786500951516 -0.00023463550629234509 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90.5098 63.3401 internal_count=911180 347100 228190 195254 564080 138155 57099 32936 17072 198875 36434 35493 20665 141470 15864 4890 885 4005 2713 56 756 28911 24669 7437 369 7068 6337 6070 19156 14439 is_linear=0 shrinkage=0.01 Tree=675 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 46 46 28 6 46 11 46 5 6 6 3 4 3 38 4 6 6 3 3 24 3 5 6 5 split_gain=841.438 691.986 75.4954 61.6259 36.745 26.007 22.9104 19.6175 21.2271 15.806 15.734 15.6484 14.9923 15.9053 15.8413 13.389 13.2965 27.267 12.9745 22.6213 18.4479 16.3989 19.7349 13.9678 12.2861 12.021 11.9632 13.2738 13.1242 11.4127 threshold=2.9517374969145752e-05 0.99997490644454967 0.51461192965507518 8.8294510192099562e-07 0.00099748477805400022 0.99473056197166454 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 31.500000000000004 1.0000000180025095e-35 0.99999946355819713 1.0000000180025095e-35 2.5000000000000004 50.500000000000007 455.50000000000006 0.31281565656565663 27.500000000000004 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37.1367 27.8017 27.7796 25.0254 24.5694 24.1757 22.8658 41.346 22.3259 22.05 42.0336 28.3374 18.8767 17.7685 17.1592 21.2756 51.8952 42.4659 19.9647 19.4799 16.8646 45.8328 41.0906 27.5159 threshold=2.9517374969145752e-05 0.99997490644454967 0.18897357583045957 -39.499999999999993 8.8294510192099562e-07 -8.4999999999999982 0.99473056197166454 -22.499999999999996 5.0050000000000008 0.00099748477805400022 -348.49999999999994 5.5050000000000008 5.1150000000000011 0.88478556841388711 3.5000000000000004 6.0450000000000008 0.38913470993117016 23.500000000000004 6.0450000000000008 68.500000000000014 3.7350000000000008 -63.499999999999993 0.85791925465838526 1.0000000180025095e-35 1.5000000000000002 0.8238526179702651 0.27812939521800284 0.68199436222692045 26.500000000000004 -21.499999999999996 decision_type=2 2 2 8 2 8 2 10 10 2 10 8 10 2 10 8 2 2 10 2 10 10 2 2 10 2 2 2 2 8 left_child=4 2 3 20 -1 6 15 9 -9 -5 -6 12 -7 -14 -8 -4 -17 -18 -12 -13 21 25 -23 -24 -22 -2 -10 29 -29 -28 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3973.59 1866 141.416 1724.58 824.521 1748.39 1475.38 102.684 568.49 3405.1 659.887 453.991 568.497 273.008 4583.74 1707.15 555.898 50.7642 2876.59 1151.25 42.1851 25.0781 0.813658 24.2644 internal_count=911180 347100 228190 172255 564080 55935 30474 62972 3315 59657 198875 25461 15818 1414 10845 19629 4663 3019 141470 9643 109283 28232 8336 484 81051 19896 1482 754 51 703 is_linear=0 shrinkage=0.01 Tree=677 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 46 46 28 6 4 6 4 3 11 46 6 3 46 5 5 6 6 4 3 4 11 3 38 6 3 split_gain=818.511 677.855 73.3429 61.7432 47.3749 30.2178 17.1524 25.3829 22.4172 21.6188 16.6907 17.8685 15.9742 15.9013 15.5816 13.825 17.6474 15.9298 12.8591 12.7116 26.997 15.8838 16.0651 13.8678 15.6055 17.6007 12.6586 12.4294 11.5521 20.4118 threshold=2.9517374969145752e-05 0.99997490644454967 0.97252115607261669 8.8294510192099562e-07 0.0016333823441527001 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 15.500000000000002 23.500000000000004 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30130 2468 is_linear=0 shrinkage=0.01 Tree=678 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 4 5 4 4 11 11 38 5 5 4 5 11 28 11 11 5 11 4 5 11 5 4 4 split_gain=807.262 670.887 72.157 61.7965 39.6748 18.1064 15.9959 10.9009 13.1484 9.57791 8.77526 8.70583 8.14159 7.36204 7.16875 6.67936 7.73898 7.56856 6.34141 19.064 9.43215 32.7792 71.9378 7.78729 13.8611 5.75601 5.39307 5.01454 5.01328 4.96167 threshold=2.9517374969145752e-05 0.99997490644454967 0.78322452306747448 8.8294510192099562e-07 0.00099748477805400022 0.99766892194747936 0.99999946355819713 27.500000000000004 3.5000000000000004 42.000000000000007 296.50000000000006 5.1029428504989491e-06 0.049213243648409809 1.0000000180025095e-35 6.5000000000000009 2.5000000000000004 29.500000000000004 5.5000000000000009 4.5252242841797857e-07 1.0000000180025095e-35 5.7829336697068367e-07 5.5826109246481803e-07 10.500000000000002 4.6808722231617144e-07 29.500000000000004 8.5000000000000018 0.99998754262924205 1.5000000000000002 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threshold=0.99989646673202526 2.1584159185294997e-05 -390.49999999999994 8.8294510192099562e-07 0.068259380757808671 0.0089773964136838514 0.99998754262924205 0.99473056197166454 2.5450000000000004 0.54186137071651097 5.2250000000000005 0.85791925465838526 0.84680573663624525 90.500000000000014 2.3850000000000002 8.3400000000000016 -348.49999999999994 2.5750000000000006 0.88478556841388711 212.50000000000003 0.00042608799412840006 -89.499999999999986 -133.49999999999997 6.3850000000000007 -277.49999999999994 0.74891304347826104 32.500000000000007 -252.49999999999997 -254.49999999999997 -182.49999999999997 decision_type=2 2 10 2 2 2 2 2 10 2 10 2 2 2 10 10 10 10 2 2 2 10 10 10 10 2 2 10 8 10 left_child=1 3 5 -1 10 14 -2 8 9 21 20 12 26 -14 -3 -16 -5 -10 19 -7 -4 22 -6 -18 25 -25 27 28 -12 -29 right_child=6 2 4 16 7 18 -8 -9 17 -11 11 -13 13 -15 15 -17 23 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31 leaf_value=-0.0089755781591983625 0.0043398754095549975 -0.00015860338653228825 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160.63077228842303 93.938931601587683 2501.8743709516712 202.06173791643232 26.562653237953782 4.0593673600815228 62.899848141008988 0.52114103408530343 330.4484335614834 83.034133007982746 2.1289611121173939 528.95190541702323 leaf_count=365205 9783 985 50844 53541 252 29880 115548 8191 381 1193 4986 1103 61 16 38898 88 116512 21928 2226 1367 40213 1526 163 756 15084 29 13726 2629 55 14011 internal_value=0 -0.000656281 0.000108596 -0.00702777 0.000537978 -0.0012759 0.00833389 0.00124372 0.0010065 -0.00136038 -0.000266364 0.000950008 0.00133431 0.0401901 -0.004141 -0.00530616 -0.00513113 0.00126124 -0.000652108 -0.000897669 -0.000732774 -0.00336833 -0.00820624 -0.00400995 0.000742188 0.0204338 0.00127239 0.000474982 0.00338252 -0.000340467 internal_weight=0 13532.4 12082 1450.4 9221.91 2860.05 1062.51 4912.03 4439 431.339 4309.88 1194.55 1115.85 1.7754 511.357 395.611 734.855 4007.66 2348.7 2188.07 3115.33 263.212 61.1507 505.296 67.4804 4.58051 1114.07 783.624 171.638 611.986 internal_count=911180 785849 234722 551127 161278 73444 125331 33634 25443 3134 127644 36587 35484 77 39971 38986 185922 22309 33473 31247 91057 1941 415 132381 15869 785 35407 21681 5041 16640 is_linear=0 shrinkage=0.01 Tree=680 num_leaves=31 num_cat=0 split_feature=10 46 6 2 2 6 40 3 6 4 4 6 3 6 10 10 2 6 3 2 3 2 10 4 10 6 10 2 6 2 split_gain=24.3802 27.5843 24.3795 30.6172 59.6787 51.8091 18.8805 16.4743 16.3328 13.5889 11.9847 17.5632 13.3507 11.8332 18.8395 12.0349 26.0661 19.9173 32.6141 25.3754 34.3192 24.5278 24.0592 22.3493 22.7051 22.2595 21.3209 20.6743 18.4929 16.499 threshold=1.3750000000000002 1.0000000180025095e-35 9.5000000000000018 0.32444286391654814 0.33460559796437661 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 35.500000000000007 29.500000000000004 29.500000000000004 241.50000000000003 0.59103465595178317 414.50000000000006 4.5750000000000011 5.4450000000000012 0.80070921985815613 1.5000000000000002 0.21498599439775909 0.48581488933601619 0.48492424242424242 0.55440163581575563 4.3750000000000009 29.500000000000004 2.5450000000000004 212.50000000000003 4.0850000000000009 0.41476388168137007 6.5000000000000009 0.56014184397163136 decision_type=10 2 2 2 2 2 2 2 2 10 10 2 2 2 10 10 2 2 2 2 2 2 10 8 10 2 10 2 2 2 left_child=1 -1 -3 5 8 -4 13 -6 -5 -7 11 -9 -13 15 -15 17 28 19 23 27 21 -21 25 -19 -25 29 -27 -2 -17 -20 right_child=6 2 3 4 7 9 -8 10 -10 -11 -12 12 -14 14 -16 16 -18 18 22 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.0026664490663105321 -0.00020081026869292064 -0.00065595741149732643 0.019432195785327917 0.022280096982782462 -0.012474462137877975 0.0033791111438825684 -0.012004461264186868 0.006692768698316494 0.0043993712668726204 -0.0053264300691012369 0.0012122084586818076 0.055514989869541509 0.00489464403907457 0.0016880859199587428 -0.0049497071199217082 -0.00016967756153189915 -0.0025424670792158488 -0.0015231383535107557 -0.00016642377517634755 -0.0050626238478865774 0.002470714692874579 0.00030262837930140852 -0.0019117676907827127 -0.0053516449790742306 0.0032149677769125842 0.0041857255797162615 -0.00728544023428075 -0.0032963497954327466 0.0015219063992364971 -0.0024999353849930041 leaf_weight=685.12588701606728 2816.042301620706 878.18706775642931 11.19083954580128 23.916914795525376 6.8526911241933695 23.49276972701773 13.434057036763987 27.099897783715281 6.4959258339367798 75.731070993235335 65.866296605905518 1.3556560901924961 0.84626474231481541 65.693544160749298 122.47477313753916 1171.034862225526 262.37980815058108 190.7813409329392 1406.8167974184616 92.036312746466137 898.7501275279792 1148.4216948497342 1892.8305331876618 33.460718396818265 410.52333128877217 160.86569800891448 18.017582696396858 233.65481535415165 1442.2086225143867 386.16924148367252 leaf_count=64588 109034 20616 100 270 102 452 1089 516 158 1969 1367 32 19 4070 21377 60914 8521 9587 57163 7193 33086 49251 243743 1024 14280 7166 1883 13890 160921 16799 internal_value=0 0.00108565 0.000119534 0.00292386 0.00616599 -0.000964808 -0.000155649 0.00250081 0.0184609 -0.00326526 0.00357912 0.00889961 0.0360601 -0.000143167 -0.00263231 -0.000105887 0.000462201 -0.000274503 -0.000761411 0.000147711 0.000982679 -9.54488e-05 -0.00110645 0.00133933 0.00256935 -0.000333416 0.00303032 -0.000437977 0.000763881 -0.00066901 internal_weight=0 1806.16 1121.04 242.848 132.434 110.415 12765.6 102.021 30.4128 99.2238 95.1681 29.3018 2.20192 12752.2 188.168 12564 2875.62 9688.37 4499.47 5188.91 2139.21 1240.46 3864.7 634.765 443.984 1971.87 178.883 3049.7 2613.24 1792.99 internal_count=911180 90189 25601 4985 2464 2521 820991 2036 428 2421 1934 567 51 819902 25447 794455 230356 564099 351645 212454 89530 56444 326754 24891 15304 83011 9049 122924 221835 73962 is_linear=0 shrinkage=0.01 Tree=681 num_leaves=31 num_cat=0 split_feature=10 1 1 2 3 1 0 40 1 10 10 10 5 2 2 3 4 5 5 10 1 5 1 4 1 1 1 10 10 5 split_gain=23.9088 38.9457 30.7808 33.3345 27.0985 20.6405 19.1227 18.6318 19.1502 57.6608 31.0241 25.3719 21.3893 31.689 31.7208 29.4308 21.1335 20.2491 19.7833 25.9706 22.5715 17.9613 17.2955 16.4319 15.6875 27.0642 15.54 15.5292 31.9355 15.7899 threshold=1.3750000000000002 -64.499999999999986 -53.499999999999993 0.87585616438356173 0.30810147299509005 -63.499999999999993 1.0000000180025095e-35 1.0000000180025095e-35 -364.49999999999994 3.9350000000000005 6.4450000000000012 4.995000000000001 1.5000000000000002 0.61138079827400227 0.61572802197802212 0.65465367965367982 22.500000000000004 6.5000000000000009 3.5000000000000004 5.4450000000000012 -375.49999999999994 2.5000000000000004 -367.49999999999994 9.5000000000000018 -89.499999999999986 -126.49999999999999 -124.49999999999999 2.5450000000000004 2.5750000000000006 1.5000000000000002 decision_type=10 8 10 2 2 10 2 2 10 10 10 10 10 2 2 2 10 10 10 10 8 8 10 8 10 10 10 10 10 10 left_child=1 4 3 6 24 -5 21 8 9 16 11 -11 13 -13 -15 17 -2 -14 19 20 -17 -3 -12 -10 25 -1 -27 -25 -29 -30 right_child=7 2 -4 5 -6 -7 -8 -9 23 10 22 12 15 14 -16 18 -18 -19 -20 -21 -22 -23 -24 27 -26 26 -28 28 29 -31 leaf_value=-0.0015588964283815088 0.0045741750634769353 0.0017726065763197924 -0.00028300865564165578 0.0058375750163307217 0.00082509312930328471 0.016137778430264836 0.0048340741552068967 -0.011963649923602196 -0.0016245612261919248 -0.0015559958285066705 0.003197446544284061 -0.0077238421660659421 -0.0061102784428783896 0.01796837593141485 -0.0026293652536049567 0.024963764295859892 0.00010835804342360009 0.0073444356439815554 -0.0056082570194295267 0.010435843077691558 -0.0044707485244083398 -0.0080975763448422403 -0.020338441602923002 -0.0017739713837273603 -0.0016613562423987271 -0.031530276061507469 -0.010911275926360892 0.0065040839669811626 0.00051274076915188999 -0.0004280673787350524 leaf_weight=43.4399409503676 112.66255837935023 402.20968957920559 328.64637673855759 61.482654649065807 438.92849903879687 28.460738891270012 244.81476450734772 13.345530227059497 526.47533724847017 817.13798177213175 118.92270628816914 248.03413514408749 126.95157779188594 8.3703077309764904 70.024984501302242 2.8667374379001558 1782.9103138661012 12.266332613013217 23.577890016778838 38.92092741956003 28.55956844449975 19.322598579805344 3.2064729407429686 383.54634853312746 201.14282907871529 4.1189196007326236 32.470063326880336 81.728168880566955 5784.5547550221672 2579.3987902500667 leaf_count=1453 5299 32367 8461 7491 10405 569 24482 1089 59070 51267 7763 39200 21936 210 8975 212 62064 521 5636 2646 5633 516 268 8953 4029 36 380 971 304042 235236 internal_value=0 0.00107546 0.00227215 0.0033825 -0.000727526 0.00909686 0.00261117 -0.000154124 -0.000141763 -0.00078517 -0.00225089 -0.0026794 -0.00431989 -0.00597219 -0.000430133 -0.00200648 0.000373782 -0.0049248 0.00231912 0.0049761 -0.0017857 0.00132017 0.00257952 9.16762e-05 -0.00315127 -0.00689599 -0.0132324 0.000194013 0.000283386 0.000222601 internal_weight=0 1805.04 1084.94 756.29 720.1 89.9434 666.347 12763.5 12750.1 3394.41 1498.84 1376.71 559.572 326.429 78.3953 233.143 1895.57 139.218 93.9251 70.3472 31.4263 421.532 122.129 9355.7 281.172 80.0289 36.589 8829.23 8445.68 8363.95 internal_count=911180 90189 73886 65425 16303 8060 57365 820991 819902 211630 144267 136236 84969 48385 9185 36584 67363 22457 14127 8491 5845 32883 8031 608272 5898 1869 416 549202 540249 539278 is_linear=0 shrinkage=0.01 Tree=682 num_leaves=31 num_cat=0 split_feature=4 4 4 1 4 1 3 1 2 2 2 0 3 0 2 1 1 4 1 1 1 2 3 2 1 4 1 1 2 3 split_gain=16.5867 8.79229 14.1473 10.4501 16.7162 16.4551 28.3582 16.1625 11.7871 28.802 35.3616 13.3361 11.6132 10.759 9.83479 11.2262 13.0643 10.6438 19.5687 16.5903 34.0521 23.684 15.8355 12.2878 11.999 10.6376 9.72546 9.43312 9.40523 22.3807 threshold=42.000000000000007 9.5000000000000018 6.5000000000000009 -64.499999999999986 21.500000000000004 -65.499999999999986 0.8577380952380953 -40.499999999999993 0.73368794326241138 0.30795574288724981 0.33460559796437661 1.0000000180025095e-35 0.16749174917491746 1.0000000180025095e-35 0.98936170212765973 -261.49999999999994 -276.49999999999994 23.500000000000004 -76.499999999999986 -101.49999999999999 -103.49999999999999 0.62470657276995312 0.96784532671629464 0.023937770392229853 -116.49999999999999 18.500000000000004 -306.49999999999994 -268.49999999999994 0.51363749070171105 0.48492424242424242 decision_type=10 10 8 10 10 10 2 10 2 2 2 2 2 2 2 10 10 10 10 10 10 2 2 2 8 10 10 10 2 2 left_child=1 2 -1 5 -5 14 8 12 9 13 11 -11 -6 -7 17 16 -16 19 -19 20 23 -22 -21 24 25 27 -4 -3 -12 -30 right_child=-2 3 26 4 7 6 -8 -9 -10 10 28 -13 -14 -15 15 -17 -18 18 -20 22 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.00014455934213495117 0.014711125187777702 0.0086551058797262291 0.00091462805104187289 -0.0017520525572289616 0.002470158340101464 -0.0063085416898099713 0.0039581356760709282 -0.00019263065467322118 -0.0053729222823009782 0.010835088350378261 -0.0043592750067003782 -0.0088657463985784384 0.00079143695588928642 0.0010941170666214997 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3428 63153 2750 1084 2787 101 86066 540 15607 5285 148 482121 46083 16165 176 57 2683 49559 2466 3495 25943 3693 1264 11 internal_value=0 -9.50651e-06 -0.00111691 4.50356e-05 0.000493951 -0.000122756 -0.00194599 0.000691125 -0.00296386 -0.00174823 0.0015625 0.00908562 0.00121817 -0.00500035 -3.33871e-05 0.00128129 0.00263653 -0.000111094 -0.000226868 0.000900336 0.00178373 0.0304628 -0.00111127 0.00160069 -0.00133428 -0.00351964 -0.00275821 0.00057984 -0.0019834 0.0024105 internal_weight=0 14556.7 683.297 13873.4 3774.65 10098.8 471.88 3470.02 402.491 267.506 132.558 42.4643 2173.7 134.947 9626.92 537.261 285.931 9089.65 8156.06 933.593 648.713 4.11387 284.88 644.6 116.8 79.7333 296.944 35.2855 90.0941 31.6188 internal_count=911180 910873 71455 839418 188422 650996 23066 160944 19638 16888 5247 1185 97791 11641 627930 21040 15755 606890 528204 78686 59838 233 18848 59605 10046 7580 30960 4085 4062 1275 is_linear=0 shrinkage=0.01 Tree=683 num_leaves=31 num_cat=0 split_feature=10 40 3 4 6 3 3 6 6 3 6 10 10 2 6 3 2 3 2 10 4 10 6 10 2 6 2 6 10 2 split_gain=23.4973 18.3841 12.0023 15.5751 19.7286 17.302 16.2151 63.7413 15.958 11.8652 11.5962 18.5236 11.8189 25.4958 19.5065 31.7766 24.7928 33.6814 24.0545 23.4757 21.84 22.2103 21.8151 20.9052 20.2604 18.0234 16.1897 15.6829 16.5673 14.1571 threshold=1.3750000000000002 1.0000000180025095e-35 0.85379556042751448 29.500000000000004 182.50000000000003 0.67403517342452379 0.66349106014087067 15.500000000000002 35.500000000000007 0.87577160493827166 414.50000000000006 4.5750000000000011 5.4450000000000012 0.80070921985815613 1.5000000000000002 0.21498599439775909 0.48581488933601619 0.48492424242424242 0.55440163581575563 4.3750000000000009 29.500000000000004 2.5450000000000004 212.50000000000003 4.0850000000000009 0.41476388168137007 6.5000000000000009 0.56014184397163136 1.0000000180025095e-35 5.0250000000000012 0.51363749070171105 decision_type=10 2 2 8 2 2 2 2 2 2 2 10 10 2 2 2 2 2 2 10 8 10 2 10 2 2 2 2 10 2 left_child=2 10 3 4 -1 6 -5 -8 -9 -4 12 -12 14 25 16 20 24 18 -18 22 -16 -22 26 -24 -2 -14 -17 -19 -29 -30 right_child=1 -3 9 5 -6 -7 7 8 -10 -11 11 -13 13 -15 15 19 17 27 -20 -21 21 -23 23 -25 -26 -27 -28 28 29 -31 leaf_value=0.0019213135927090921 -0.00019737085547692307 -0.011922536659246828 0.009705189542940763 0.00019934334184730905 0.01540837135659698 -0.0030951406402096467 -0.0010559234807706295 0.021551387272013476 0.0030627167674896539 0.002453011530655482 0.0016729660615162436 -0.0049120277308401569 -0.00016422424482777809 -0.0025120333919556705 -0.0015107672763182759 -0.00016492637074024975 -0.005022176287694421 0.00085003362776913793 0.00029773690519716597 -0.0018901151125591041 -0.0053038866266616226 0.0031731752009452677 0.0041400132049994346 -0.0072444800092888893 -0.0032641316368377982 0.0015058287810495489 -0.0024773468465653851 0.0029510350906708548 0.0079359375352327892 0.03881268032365278 leaf_weight=526.74891869397834 2815.1639172988944 13.257270649715791 26.840112936682999 865.46501024439931 11.073804740794001 145.09612097591162 59.396680106176063 21.080252550076697 5.9963086582720271 141.47093273862265 65.721204761241097 122.05017921101535 1170.6026582742343 262.42368010309292 190.65621672553243 1406.6049197289976 91.788286540657282 365.37185014993884 1148.2129422839498 1889.9495583427488 33.421939745079726 410.81290232116589 160.98502327862661 17.925777998636477 233.27105691551697 1442.5599819376366 385.80692916328553 480.08323961403221 51.95728844392579 1.5286335255950678 leaf_count=24484 109034 1089 715 49782 294 4953 2788 296 174 6703 4070 21377 60914 8521 9587 57163 7193 14069 49251 243743 1024 14280 7166 1883 13890 160921 16799 17071 1935 11 internal_value=0 -0.00015275 0.00106678 0.000805004 0.00219901 0.000121589 0.000611888 0.00474083 0.0174569 0.0036095 -0.000140509 -0.00260724 -0.000103629 0.000459312 -0.000270798 -0.000752884 0.000147051 0.000972382 -9.60576e-05 -0.00109378 0.00132035 0.0025354 -0.00033031 0.00299936 -0.000432044 0.000757705 -0.000662662 0.00244619 0.00353919 0.0088184 internal_weight=0 12760.2 1803.17 1634.86 537.823 1097.03 951.938 86.4732 27.0766 168.311 12746.9 187.771 12559.1 2875.59 9683.54 4496.16 5187.38 2138.94 1240 3861.27 634.891 444.235 1971.32 178.911 3048.43 2613.16 1792.41 898.941 533.569 53.4859 internal_count=911180 820991 90189 82771 24778 57993 53040 3258 470 7418 819902 25447 794455 230356 564099 351645 212454 89530 56444 326754 24891 15304 83011 9049 122924 221835 73962 33086 19017 1946 is_linear=0 shrinkage=0.01 Tree=684 num_leaves=31 num_cat=0 split_feature=5 1 1 1 0 1 1 4 2 1 5 1 4 5 1 2 1 5 2 1 5 2 5 1 4 1 2 38 1 1 split_gain=18.5915 14.9743 16.3999 24.7856 14.5997 20.7823 26.9319 14.5626 12.4611 19.2482 25.6146 12.7834 11.9653 10.9475 44.1742 13.8373 10.7887 16.7662 22.5853 16.2343 12.8206 10.8216 14.8552 12.1528 12.4004 10.6546 14.4204 9.46672 9.25716 13.4127 threshold=2.5000000000000004 -310.49999999999994 -361.49999999999994 -353.49999999999994 1.0000000180025095e-35 -35.499999999999993 -38.499999999999993 42.000000000000007 0.64326765188834167 -63.499999999999993 5.5000000000000009 -306.49999999999994 25.500000000000004 6.5000000000000009 -346.49999999999994 0.14226190476190473 -34.499999999999993 3.5000000000000004 0.20701970443349751 -48.499999999999993 4.5000000000000009 0.62532051282051293 5.5000000000000009 -218.49999999999997 1.0000000180025095e-35 -312.49999999999994 0.71068484464172488 1.0000000180025095e-35 -19.499999999999996 -33.499999999999993 decision_type=8 8 10 10 2 10 10 8 2 10 10 8 10 10 10 2 10 10 2 10 10 2 8 10 10 10 2 2 8 10 left_child=7 2 -2 -4 8 6 12 27 16 11 -11 -10 -6 25 -15 -16 19 -18 -19 21 28 23 -23 24 -3 -5 -27 -1 29 -20 right_child=1 4 3 13 5 -7 -8 -9 9 10 -12 -13 -14 14 15 -17 17 18 20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=9.0355928943211333e-05 -0.0039097483273163999 -0.053409990297528104 0.011648002877989023 -0.0011191847519961414 0.0051020633935425939 -0.013044443657843494 0.013374193494951368 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367.75489122531144 18.118866548174996 2.3890276044839984 77.769562231958844 1.9259161836234824 2.7036392945447014 leaf_count=747631 4814 31 1167 8057 2068 402 328 265 188 1713 1105 14419 10601 16 6 114 958 224 126 3413 48 3098 105 59804 44773 1281 79 3724 109 513 internal_value=0 -0.00106312 0.00179573 0.00355851 -0.00141647 0.000511681 0.00101827 0.000118556 -0.00199042 -0.00422994 0.00190516 -0.00580131 0.000271089 0.00109897 0.0272254 0.00421692 -0.00144311 0.00507075 0.011937 -0.00164584 0.0180825 -0.00131333 0.00556541 -0.0015226 -0.00280108 0.000660336 0.00703319 0.000111175 0.0209643 0.0166885 internal_weight=0 1482.33 163.062 124.573 1319.27 302.62 291.719 13078.6 1016.65 199.659 40.711 158.948 275.084 95.5285 1.57733 1.32657 816.988 24.6593 14.5619 792.329 11.7104 751.763 22.1952 729.568 368.238 93.9511 20.5079 13072.2 10.8847 8.9588 internal_count=911180 159560 15534 10720 144026 13399 12997 751620 130627 17425 2818 14607 12669 9553 136 120 113202 1978 1020 111224 796 107811 3203 104608 44804 9417 1360 751355 748 639 is_linear=0 shrinkage=0.01 Tree=685 num_leaves=31 num_cat=0 split_feature=5 1 1 1 0 1 1 9 2 1 6 3 1 6 1 5 1 1 1 1 5 2 5 6 3 1 2 6 3 6 split_gain=18.2376 14.6866 16.0807 24.2777 14.3292 20.5044 26.3894 13.2671 12.2645 18.8896 34.2506 13.7429 15.0704 28.2958 20.1946 13.2723 13.266 12.4672 12.2936 11.5072 13.1291 11.0922 10.4331 41.5153 12.4165 10.4355 13.9814 10.2941 29.5814 9.32699 threshold=2.5000000000000004 -310.49999999999994 -361.49999999999994 -353.49999999999994 1.0000000180025095e-35 -35.499999999999993 -38.499999999999993 11406.500000000002 0.64326765188834167 -63.499999999999993 29.500000000000004 0.37341365461847392 -34.499999999999993 170.50000000000003 -19.499999999999996 6.5000000000000009 -18.499999999999996 -306.49999999999994 -48.499999999999993 -216.49999999999997 2.5000000000000004 0.59921259842519692 6.5000000000000009 142.50000000000003 0.18237250554323722 -312.49999999999994 0.71068484464172488 174.50000000000003 0.35743321718931476 478.50000000000006 decision_type=8 8 10 10 2 10 10 8 2 10 2 2 10 2 10 8 10 8 10 10 10 2 10 2 2 10 2 2 2 2 left_child=7 2 -2 -4 8 6 -6 -1 11 17 -11 15 18 14 21 27 -16 -10 19 20 -13 -14 25 24 -24 -5 -27 -3 -29 -21 right_child=1 4 3 22 5 -7 -8 -9 9 10 -12 12 13 -15 16 -17 -18 -19 -20 29 -22 -23 23 -25 -26 26 -28 28 -30 -31 leaf_value=0.015768948968289776 -0.003879884659628663 0.00044729118859447722 0.011525632302634361 -0.0011086050917359324 0.00026842453647707621 -0.013009759377679857 0.013237656646962382 0.00011088759990839745 0.018676672930609924 -0.0065390533960957078 0.011910634857626737 -0.056201964934666108 -0.010916946489516475 0.022691995775301538 0.050352692733367919 0.013963851727997427 0.0079608873518038289 -0.0060759468494420849 -0.0075026411588812935 -0.00018379148712862847 -0.0028672292891997932 0.029201008321840888 0.06629976804588987 0.14115724882279382 -0.010781070520412321 0.0039490899726570021 0.029601465582814689 0.20925802142995192 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1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 0.40078740157480325 0.67403517342452379 0.8185736677115989 0.33460559796437661 0.62453007518796999 1.5000000000000002 27.500000000000004 0.66781609195402314 3.5000000000000004 0.2573593073593074 5.5650000000000004 0.68091632946090597 0.30735492577597845 0.80070921985815613 0.42124060150375936 7.6900000000000004 0.75110619469026563 0.66751700680272119 0.69789381307591059 5.7250000000000005 5.3550000000000013 9.1600000000000019 0.21889880952380952 27.500000000000004 6.5000000000000009 4.9150000000000009 decision_type=10 2 2 8 2 2 2 2 2 10 10 2 10 2 10 2 2 2 2 10 2 2 2 8 10 10 2 8 10 10 left_child=2 12 3 4 -1 7 -7 9 10 -6 -9 -4 -2 23 -15 16 -16 18 19 20 -18 -21 -23 24 28 -25 -26 -27 -14 -30 right_child=1 -3 11 -5 5 6 -8 8 -10 -11 -12 -13 13 14 15 -17 17 -19 -20 21 -22 22 -24 25 26 27 -28 -29 29 -31 leaf_value=-0.00068263131234951036 -6.056924871568012e-05 -0.011881964677017631 0.0017581048607819563 -0.0064659349257450887 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4.4821614952525115 1.9449629336595515 7.7246259670937434 104.34873406594852 50.451637646649033 22.837982270983048 11.972485487058291 15.203308791620655 29.239503952907398 12.822345384571234 leaf_count=23500 723645 1089 35020 1007 1136 4490 5523 3843 1166 265 10222 4017 8791 35071 5 8680 2399 2664 10193 44 308 11 96 7123 4131 10983 848 3083 1393 434 internal_value=0 -0.000151157 0.0010557 0.00034524 0.000544141 0.00148964 -0.000665678 0.00311229 0.00199234 0.00937912 0.00317039 0.00228284 -0.000139035 -0.00123958 -0.00280659 -0.00118293 -0.000399728 -0.000532821 0.00142202 0.00523802 0.00226137 0.0140769 0.0200294 0.000871848 0.00224411 -0.00123763 0.00773223 0.00488849 5.44967e-05 0.00458739 internal_weight=0 12756.1 1802.76 1141.74 1109.34 626.492 269.081 357.411 303.222 54.1891 255.402 661.018 12742.9 848.068 486.792 243.972 218.367 218.153 145.292 48.3274 36.1524 12.1749 9.66959 361.276 218.886 142.39 62.4241 38.0413 156.462 42.0618 internal_count=911180 820991 90189 51152 50145 26645 10013 16632 15231 1401 14065 39037 819902 96257 59471 24400 15720 15715 13051 2858 2707 151 107 36786 15597 21189 4979 14066 10618 1827 is_linear=0 shrinkage=0.01 Tree=687 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 38 11 3 4 2 2 11 4 18 3 2 3 3 3 4 3 3 2 2 2 2 3 4 split_gain=784.734 649.252 67.9401 53.7087 41.0207 31.5794 16.6875 9.17758 8.65984 8.28001 17.4432 12.6543 15.7675 10.2816 10.1749 10.0983 19.8119 8.31906 7.70972 7.42257 7.35739 9.96017 23.0065 7.1764 13.9249 14.664 7.60795 7.48795 10.2558 7.1981 threshold=0.99989646673202526 2.1584159185294997e-05 0.011652591172605703 8.8294510192099562e-07 0.99998754262924205 0.97252115607261669 0.00032736793218645006 1.0000000180025095e-35 0.99999946355819713 0.45488466757123475 27.500000000000004 0.49844720496894418 0.41476388168137007 0.3781151175498963 28.500000000000004 1.0000000180025095e-35 0.24165739710789766 0.48846085567193326 0.69951456310679616 0.71940522036799326 0.8185736677115989 1.5000000000000002 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0.000309929 0.00928862 0.000281157 -0.000135422 0.000557294 0.000270187 0.000547374 -0.00141448 -0.00193305 0.00255432 0.00112507 0.00471274 0.0105093 -0.00221633 -0.00260294 0.0283916 0.00124521 0.000721388 0.00190507 0.00652095 -0.000691306 -0.000195078 0.00236659 internal_weight=0 13504.4 12066.4 1437.99 1052.42 8665.01 3401.35 7244.99 846.665 7197.96 2869.31 4328.64 3376.56 2899.49 477.069 454.322 45.1637 118.559 47.0369 15.4223 949.29 795.814 1.03546 1221.72 832.736 453.093 59.749 379.643 337.507 388.985 internal_count=911180 785849 234722 551127 125331 78531 156191 55378 115548 55093 21177 33916 26819 22539 4280 3381 261 1041 285 90 90978 77877 100 7389 5084 2875 355 2209 1967 2305 is_linear=0 shrinkage=0.01 Tree=688 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 10 11 4 5 10 10 1 10 1 1 5 10 1 10 1 5 10 10 10 10 10 5 10 1 split_gain=775.27 645.929 72.4534 59.7921 53.7649 50.7236 39.755 27.7558 24.5676 23.5152 21.8313 21.2475 20.3182 17.7856 37.6571 72.7945 31.2976 17.3708 29.0414 22.1183 34.578 53.931 17.1051 16.9814 25.3776 17.5085 24.161 25.7699 17.2513 16.7742 threshold=0.9999486804008485 2.1584159185294997e-05 -4.4999999999999991 0.94052824378013633 8.8294510192099562e-07 0.0089773964136838514 3.3250000000000006 0.99999946355819713 19.500000000000004 1.5000000000000002 2.3850000000000002 8.3400000000000016 -348.49999999999994 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 6.6150000000000011 -341.49999999999994 7.1150000000000011 -61.499999999999993 3.5000000000000004 4.9450000000000012 5.7950000000000008 4.9450000000000012 5.3550000000000013 5.3650000000000011 1.5000000000000002 5.4450000000000012 -25.499999999999996 decision_type=2 2 8 2 2 2 10 2 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 8 left_child=1 4 3 6 -1 10 -3 -2 22 -10 -4 -12 -6 -5 16 -16 -15 -14 -19 20 -20 -22 -8 24 -7 -26 -27 -28 -29 -17 right_child=7 2 5 13 12 23 8 -9 9 -11 11 -13 17 14 15 29 -18 18 19 -21 21 -23 -24 -25 25 26 27 28 -30 -31 leaf_value=-0.0089540177921135587 0.0061966372858212907 -0.00083219647664198543 -0.00031781067933570821 0.0035270473774497535 -0.0075601946154609566 -0.00055045297021473136 -0.0046112470124497614 0.0098204161420800701 0.0014130170365974787 -7.4429237917148102e-05 -0.0055145706103746197 0.015541554180763112 -0.0046593082011908886 0.0053052032304123269 -0.018903598207603383 0.0020857929832868104 -0.0021465258428442087 0.15611978335534374 0.008261768716770557 -0.0017836226656914201 0.029718815016514646 0.20350168893118004 -0.0003528972918140868 0.0014692263376221808 -0.0057899086166730389 0.015028706109620621 -0.0088019987721516535 -0.010994408194583027 0.0048923529853263569 -0.02642801288987652 leaf_weight=701.68200531491311 312.15416600788012 2359.833558058599 116.22733544558287 796.77660513529554 226.15066618227866 1782.0342790107243 110.88222538796254 654.60883460287005 3490.077627116465 1528.2301418660209 386.53772905853111 4.8525347700342527 436.65848703746451 164.80292090401053 25.967150520533323 58.888310534879565 85.659225209616125 0.12036466528661449 8.1708273801486921 54.298493583220989 0.75337336282245715 0.2340563724283129 631.84253888903186 328.61771319294348 169.90770560596138 9.1395280268043262 34.221318698022515 8.1119358474388701 43.427905419375747 2.138060823082923 leaf_count=365205 24295 30340 982 10309 53541 19199 2991 97869 61897 40131 38801 88 117108 2723 129 697 1173 37 1301 13792 106 37 12316 9238 5220 102 738 233 571 11 internal_value=0 -0.000618255 0.000130191 0.000561402 -0.00697983 -0.00125406 0.000261015 0.00865035 0.000708816 0.000960044 -0.0041234 -0.00525351 -0.00507278 0.00271211 0.00078794 -0.00488023 0.00275668 -0.00394825 0.000935384 0.00064103 0.0150166 0.0709116 -0.000988631 -0.000640905 -0.000979684 -0.0038682 -0.000427626 -0.0020748 0.00239191 0.00108681 internal_weight=0 13566.2 12138.2 9255.1 1428.07 2883.08 8120.87 966.763 5761.03 5018.31 507.618 391.39 726.386 1134.23 337.456 86.9935 250.462 500.236 63.5771 63.4568 9.15826 0.98743 742.725 2375.46 2046.84 264.808 94.9007 85.7612 51.5398 61.0264 internal_count=911180 789016 237889 162717 551127 75172 147675 122164 117335 102028 39871 38889 185922 15042 4733 837 3896 132381 15273 15236 1444 143 15307 35301 26063 6864 1644 1542 804 708 is_linear=0 shrinkage=0.01 Tree=689 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 10 11 4 2 5 10 10 1 2 6 10 1 1 5 6 10 10 6 5 11 2 6 1 10 split_gain=765.907 637.794 71.0678 58.7954 53.8177 50.0046 38.9617 27.8911 24.0732 31.3757 23.0264 21.6002 20.7847 20.237 19.2468 18.7306 17.4852 36.9867 71.6767 30.8124 18.1039 17.2906 45.0982 33.9242 22.7791 22.0013 23.2126 17.1839 20.6591 17.1566 threshold=0.9999486804008485 2.1584159185294997e-05 -4.4999999999999991 0.94052824378013633 8.8294510192099562e-07 0.0089773964136838514 3.3250000000000006 0.99999946355819713 19.500000000000004 0.88478556841388711 1.5000000000000002 2.3850000000000002 8.3400000000000016 -348.49999999999994 0.88478556841388711 212.50000000000003 6.1150000000000011 -59.499999999999993 -53.499999999999993 2.5000000000000004 142.50000000000003 5.5050000000000008 5.1150000000000011 61.500000000000007 4.5000000000000009 0.51461192965507518 0.77442071785552036 1.5000000000000002 -63.499999999999993 6.3850000000000007 decision_type=2 2 8 2 2 2 10 2 8 2 10 10 10 10 2 2 10 10 10 10 2 8 10 2 10 2 2 2 10 10 left_child=1 4 3 6 -1 11 -3 -2 9 -8 -10 -4 -13 -6 15 21 -5 19 -19 20 -18 22 -7 24 25 -23 -27 -21 -29 -15 right_child=7 2 5 16 13 14 8 -9 10 -11 -12 12 -14 29 -16 -17 17 18 -20 27 -22 23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.0089440226956812984 0.0061706234703536424 -0.00082410972174443153 -0.00031468200335986463 0.0035006834915920432 -0.0075402974944919357 -0.0010604140782143696 -0.00049959797802479912 0.0098159975623861584 0.0013981144605441139 -0.0097906866738930436 -7.3687973074266347e-05 -0.0054880578510739051 0.015242232800839849 -0.0046574279162391622 0.0026946588272168176 0.0034756701271036628 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116512 2390 1393 2603 129 708 371 120 1492 3206 323 207 6772 75 438 364 15869 internal_value=0 -0.000612784 0.000128937 0.000555908 -0.00695816 -0.0012429 0.000258377 0.00863598 0.000701547 -0.00097928 0.000950089 -0.00409826 -0.00522732 -0.00504733 -0.000634818 -0.000878288 0.00269152 0.000781756 -0.00484142 0.00273506 0.00527333 -0.00107273 -0.0014669 0.00099842 0.0017573 0.00111439 0.00342617 -0.00212206 -0.00554387 -0.00392423 internal_weight=0 13551.4 12133.1 9253.15 1418.26 2879.94 8121.65 958.73 5762.49 742.326 5020.16 505.638 389.429 722.784 2374.31 2212.51 1131.5 336.739 86.8153 249.924 164.144 2117.93 1779.3 338.63 320.222 302.637 174.418 85.7799 54.1372 498.296 internal_count=911180 789016 237889 162717 551127 75172 147675 122164 117335 15307 102028 39871 38889 185922 35301 32911 15042 4733 837 3896 2723 31518 22649 8869 8546 8339 6847 1173 802 132381 is_linear=0 shrinkage=0.01 Tree=690 num_leaves=31 num_cat=0 split_feature=5 1 1 1 4 0 1 1 2 1 6 1 4 6 6 1 2 2 2 6 1 2 6 1 2 4 5 6 2 1 split_gain=17.1578 14.5275 15.6549 23.6068 14.2531 13.6166 20.1631 25.6794 12.0068 18.4406 33.6193 12.1899 11.7861 10.3979 11.786 23.3792 13.9189 23.9838 12.6098 10.8023 21.4568 15.8371 13.7657 11.1279 11.7421 11.0253 10.0597 35.0318 11.2026 10.1698 threshold=2.5000000000000004 -310.49999999999994 -361.49999999999994 -353.49999999999994 42.000000000000007 1.0000000180025095e-35 -35.499999999999993 -38.499999999999993 0.64326765188834167 -63.499999999999993 29.500000000000004 -306.49999999999994 25.500000000000004 488.50000000000006 212.50000000000003 -34.499999999999993 0.22756041426927498 0.24494897959183673 0.64126753749395271 5.5000000000000009 -19.499999999999996 0.62532051282051293 20.500000000000004 -60.499999999999993 0.62470657276995312 1.0000000180025095e-35 6.5000000000000009 142.50000000000003 0.14226190476190473 -312.49999999999994 decision_type=8 8 10 10 8 2 10 10 2 10 2 8 10 2 2 10 2 2 2 2 10 2 2 8 2 10 10 2 2 10 left_child=4 2 -2 -4 -1 8 7 12 13 11 -11 -10 -7 14 19 16 -16 -18 -19 21 -21 23 -22 -3 25 -25 29 28 -28 -5 right_child=1 5 3 26 -6 6 -8 -9 9 10 -12 -13 -14 -15 15 -17 17 18 -20 20 22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=0.00010675771036198654 -0.0038129091516513553 0.0004803719660326136 0.011424813081753322 -0.0010660390731525987 0.015215357278574161 0.0050719550791917456 -0.012985800509468723 0.013080413324966914 0.018371835560915619 -0.006479370942909202 0.011904659506631712 -0.0060039578438266794 -0.00063775268837886119 -0.010664159920442262 -0.0095888437373732576 0.021142360145547455 0.021887425378731406 -0.00042953336296071238 0.13502410042548194 -0.0030039322210706626 0.041025167567100382 0.009581808816945106 -0.0070479708468440877 -0.048863429073205754 -0.030651468679995519 -0.0026466146574648641 0.060324392400349168 0.12403371752082282 -0.010772175377418411 0.0069115928024130972 leaf_weight=13010.379818310787 38.04561549279606 237.11202517955098 28.958038559358101 72.978315800428391 6.2469606138765803 42.87562225421425 10.704171593766658 16.56350409577135 2.0789755616569892 21.789171883719973 18.303298743499909 155.51505169318989 230.5712135998765 11.919655035133472 9.9406327312462945 6.4962382017401969 6.0620370660908511 27.387502513185613 0.068899650708771243 363.75719960685819 1.8176949364133173 15.282971680513581 0.88599075045203779 0.51826457469724019 1.5355646401876573 127.63788263261085 0.27965490147471328 0.29654264042619605 1.0680569268879478 20.459520344389603 leaf_count=751355 4814 15856 1167 8057 265 2068 402 328 188 1455 1363 14419 10601 2320 2649 249 262 8317 23 72627 98 1580 151 31 121 8918 7 11 118 1360 internal_value=0 -0.00102542 0.00179863 0.0035198 0.000114009 -0.00137515 0.000492397 0.000989873 -0.00193223 -0.0041419 0.00191344 -0.00568239 0.000257512 -0.00139322 -0.00125483 0.00344805 0.000803111 0.00388508 -8.96233e-05 -0.00156868 -0.00279532 -0.000392213 0.0252717 -0.000807783 -0.00316288 -0.00283352 0.00111226 0.0256323 0.00398061 0.000680775 internal_weight=0 1470.91 162.086 124.04 13016.6 1308.82 300.715 290.01 1008.11 197.686 40.0925 157.594 273.447 810.423 798.503 49.9553 43.4591 33.5184 27.4564 748.548 366.461 382.087 2.70369 366.804 129.692 128.156 95.0821 1.64425 1.34771 93.4378 internal_count=911180 159560 15534 10720 751620 144026 13399 12997 130627 17425 2818 14607 12669 113202 110882 11500 11251 8602 8340 99382 72876 26506 249 24926 9070 8949 9553 136 125 9417 is_linear=0 shrinkage=0.01 Tree=691 num_leaves=31 num_cat=0 split_feature=5 2 1 1 1 7 1 2 3 2 28 1 1 5 1 1 2 28 1 1 38 2 2 2 1 3 1 1 1 2 split_gain=16.9496 25.4681 25.72 15.0983 22.4826 13.8131 10.1195 41.2413 22.8836 21.2235 11.4396 9.73707 24.9425 10.6749 15.4215 12.0522 10.0635 9.92663 9.54912 9.15893 8.88382 9.27333 10.5415 8.73003 8.30448 7.94877 11.2851 9.28445 7.80787 7.74262 threshold=3.5000000000000004 0.2573593073593074 -19.499999999999996 -351.49999999999994 -356.49999999999994 1.0000000180025095e-35 -63.499999999999993 0.79531763417305601 0.30032679738562096 0.69282051282051293 1.0000000180025095e-35 -33.499999999999993 -34.499999999999993 5.5000000000000009 -35.499999999999993 -36.499999999999993 0.12560679611650488 1.0000000180025095e-35 -60.499999999999993 -36.499999999999993 1.0000000180025095e-35 0.30048543689320389 0.28147007042253525 0.21889880952380952 -210.49999999999997 0.75103305785123975 -39.499999999999993 -273.49999999999994 -64.499999999999986 0.49844720496894418 decision_type=8 2 10 8 10 10 10 2 2 2 2 10 10 8 10 10 2 2 10 10 2 2 2 2 8 2 10 8 10 2 left_child=5 3 6 4 -2 20 8 18 28 -10 -9 12 13 16 15 25 19 -18 -8 24 29 22 -22 -14 -5 26 27 -15 -3 -1 right_child=1 2 -4 11 -6 -7 7 10 9 -11 -12 -13 23 14 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00013094576034682073 0.00028531290373376444 -0.0074264278648641605 0.029339721948302845 0.00073803645981124861 0.018743798885078593 0.015949104824711086 0.0034696146622696477 0.011490767367642003 -0.0024475214457609453 0.029525473667282937 -0.017480142149635756 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0.38214541121851553 5264.5241760085919 leaf_count=500738 1316 6836 146 2575 245 214 2055 1225 44382 110 12 415 63 16 117 127 16558 322 5614 26 1444 2201 152 40 5764 7896 188 2470 33 307880 internal_value=0 -0.00133108 -0.00279746 0.000599782 0.00775813 8.63469e-05 -0.00295401 0.000188131 -0.00358704 -0.00223646 0.0100271 5.65336e-05 0.000301917 -6.45797e-05 0.00220123 0.00271349 -0.00142463 0.00132321 -0.0047253 -0.00311647 7.99378e-05 0.0034399 0.00612934 0.0195818 -0.00350068 0.00218693 0.00456448 0.00600557 -0.00758836 6.04699e-05 internal_weight=0 899.492 511.237 388.255 27.3864 13586.9 508.759 85.3098 423.449 316.589 28.4133 360.869 352.992 346.407 129.936 127.125 216.471 82.4913 56.8965 133.979 13581.4 78.2388 48.5879 6.58494 131.147 123.513 65.7558 58.6578 106.859 13503.2 internal_count=911180 98551 60413 38138 1561 812629 60267 8906 51361 44492 1237 36577 36162 36059 10814 10697 25245 16880 7669 8365 812415 3797 1596 103 8339 10570 2674 2486 6869 808618 is_linear=0 shrinkage=0.01 Tree=692 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 11 11 1 3 1 11 11 3 3 1 46 11 1 3 3 1 11 1 46 3 3 1 3 1 split_gain=756.548 629.394 69.646 57.7273 53.8733 49.297 28.5279 28.0224 20.157 14.8468 13.0615 13.0213 11.986 11.394 14.5117 12.9927 12.3804 9.01596 8.8934 10.7033 11.0725 8.36688 9.49072 8.16076 9.11293 8.36113 17.8715 8.92757 11.0384 7.86797 threshold=0.9999486804008485 2.1584159185294997e-05 -4.4999999999999991 0.94052824378013633 8.8294510192099562e-07 0.015218299813568552 0.0023884368129074005 0.99999946355819713 -348.49999999999994 0.50952467343976793 -380.49999999999994 0.97252115607261669 0.0011766494717448501 0.31281565656565663 0.31838294448913923 -248.49999999999997 1.0000000180025095e-35 0.99473056197166454 -351.49999999999994 0.43503836317135552 0.44491129785247435 -66.499999999999986 0.99998754262924205 -364.49999999999994 1.0000000180025095e-35 0.91723744292237452 0.98089094449853953 -358.49999999999994 0.67403517342452379 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-64.499999999999986 -53.499999999999993 0.30810147299509005 -62.499999999999993 -364.49999999999994 3.9350000000000005 6.4450000000000012 4.995000000000001 1.5000000000000002 0.65465367965367982 22.500000000000004 3.5000000000000004 5.4450000000000012 -375.49999999999994 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -367.49999999999994 -89.499999999999986 -126.49999999999999 9.5000000000000018 2.5450000000000004 2.5750000000000006 -124.49999999999999 29.500000000000004 5.1750000000000007 6.5000000000000009 1.0000000180025095e-35 2.5000000000000004 decision_type=10 8 10 2 8 10 10 10 10 10 2 10 10 10 8 10 2 2 10 10 10 8 10 10 10 10 10 10 8 8 left_child=1 3 4 19 -3 6 11 8 -8 -10 15 -2 13 14 25 -11 21 28 -9 20 -1 27 -23 -24 -22 26 -12 -7 -6 -30 right_child=5 2 -4 -5 17 16 7 18 9 10 12 -13 -14 -15 -16 -17 -18 -19 -20 -21 24 22 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0016251104255844157 0.0045519035545614752 0.010681913648619682 -0.00032959934410762664 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199.6598884803243 4.1132914628833523 381.37922469992191 81.526301062433049 8323.8905298441532 32.327011418063194 2.4042338934959844 0.27885361295193434 239.04227186419303 343.31931437016465 16.524318798677996 leaf_count=1453 5299 824 8461 10405 2704 32079 51269 7763 48385 21936 17 62064 5636 2646 5633 521 1087 29015 268 4029 36 8953 971 539278 380 139 56 26991 32356 526 internal_value=0 0.00101487 0.002195 -0.00075521 0.00329952 -0.000145017 -0.000775282 -0.00221063 -0.00263327 -0.00424912 -0.00192448 0.000354765 0.00242588 0.0050253 -0.00169276 -0.00486778 8.17869e-05 0.0028968 0.00254091 -0.00314454 -0.0069168 9.85232e-05 0.000197763 0.000286863 -0.0131599 0.0248025 0.0774345 -0.00157505 0.00166548 0.00250702 internal_weight=0 1787.8 1072.65 715.147 746.191 12675 3354.15 1477.49 1356.8 549.6 229.045 1876.66 92.4296 69.5495 30.8056 136.615 9320.86 707.591 120.684 279.092 79.4324 9307.84 8786.8 8405.42 36.4403 2.8593 0.455065 521.042 437.441 359.844 internal_count=911180 90189 73886 16303 65425 820991 211632 144269 136238 84969 36584 67363 14127 8491 5845 22457 609359 64601 8031 5898 1869 608272 549202 540249 416 212 73 59070 35586 32882 is_linear=0 shrinkage=0.01 Tree=694 num_leaves=31 num_cat=0 split_feature=11 11 1 11 11 11 10 11 10 10 1 10 1 1 10 10 1 1 10 10 10 10 3 1 1 3 1 3 1 0 split_gain=746.912 620.966 68.1028 56.7368 53.9521 48.5393 38.1126 28.1614 21.2028 20.1951 20.0104 17.2263 36.521 70.3948 26.2057 17.03 18.316 16.3136 16.0164 24.2547 17.0893 23.7261 29.1335 15.9019 23.3817 34.5659 41.6981 18.1595 22.8819 17.7213 threshold=0.9999486804008485 2.1584159185294997e-05 -4.4999999999999991 0.94052824378013633 8.8294510192099562e-07 0.0089773964136838514 3.3250000000000006 0.99999946355819713 2.3850000000000002 8.3400000000000016 -348.49999999999994 6.1150000000000011 -59.499999999999993 -53.499999999999993 6.1550000000000011 6.3850000000000007 -277.49999999999994 -25.499999999999996 5.7950000000000008 4.9450000000000012 5.3550000000000013 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23.1362 20.8407 18.7561 14.9628 24.4023 18.158 14.5546 13.8013 16.1745 13.6707 13.5705 30.5061 29.8889 16.7538 19.8628 14.4896 13.94 13.3278 15.0238 21.6682 12.9149 17.5342 threshold=0.9999486804008485 2.1584159185294997e-05 0.011652591172605703 8.8294510192099562e-07 0.97252115607261669 1.0000000180025095e-35 2.5450000000000004 0.99999946355819713 3.6650000000000005 8.8450000000000006 6.1150000000000011 1.0000000180025095e-35 5.0450000000000008 2.6250000000000004 2.9150000000000005 8.3400000000000016 0.66751700680272119 0.00048551171494175006 20.500000000000004 0.89596861471861489 5.1750000000000007 6.1150000000000011 9.0500000000000025 6.1250000000000009 0.2688089013099671 1.0000000180025095e-35 0.46446608946608953 0.54583651642475173 1.0000000180025095e-35 0.15434243176178658 decision_type=2 2 2 2 2 2 10 2 8 8 10 2 10 10 10 10 2 2 8 2 10 10 10 10 2 2 2 2 2 2 left_child=1 3 5 -1 6 15 -4 14 28 -6 -5 12 -8 -13 -2 17 -17 -3 19 20 -15 25 23 -23 -24 -20 -27 -28 29 -7 right_child=7 2 4 10 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1485.75 711.695 6129.39 1883.49 4245.9 304.875 802.687 5.84963 796.837 4160.71 595.712 561.925 3565 310.186 237.324 72.862 3254.81 859.839 313.104 648.917 426.17 internal_count=911180 789016 237889 551127 81698 156191 55378 122164 100635 26320 185922 47278 20769 26509 24295 55556 102 55454 25958 3751 3540 22207 1718 1354 364 20489 4688 1706 21124 16308 is_linear=0 shrinkage=0.01 Tree=696 num_leaves=31 num_cat=0 split_feature=11 11 11 11 10 11 10 11 46 10 10 10 4 4 46 10 10 10 4 10 10 38 10 10 10 10 0 0 4 10 split_gain=728.948 605.707 80.844 40.8156 35.1514 34.3735 31.6657 28.4201 24.0106 20.6132 14.5388 14.2179 12.5895 18.3564 12.168 21.7088 11.4307 11.892 14.5197 14.7101 24.7338 13.43 12.9449 12.4982 15.9249 11.5056 11.3438 11.2291 15.5041 13.1954 threshold=0.9999486804008485 9.6955882327165472e-06 0.0016333823441527001 0.97252115607261669 5.3050000000000006 6.6807518805944721e-07 3.4350000000000005 0.99999946355819713 1.0000000180025095e-35 8.8450000000000006 2.9150000000000005 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shrinkage=0.01 Tree=697 num_leaves=31 num_cat=0 split_feature=10 1 6 1 1 1 2 2 1 10 6 6 10 2 40 3 1 6 1 6 1 6 10 3 3 1 10 10 10 6 split_gain=19.6152 31.7726 29.6889 23.3264 35.8237 21.9634 51.307 70.231 27.309 28.9609 19.8684 19.4864 19.4521 19.1145 17.6669 17.1273 16.4335 185.422 18.014 14.7555 14.6521 28.5026 26.5734 14.9409 14.1298 13.9576 63.3722 21.626 23.238 20.329 threshold=9.0500000000000025 -361.49999999999994 15.500000000000002 -89.499999999999986 -146.49999999999997 -65.499999999999986 0.31835016835016838 0.33460559796437661 -64.499999999999986 9.7700000000000014 35.500000000000007 58.500000000000007 9.7700000000000014 0.19163509180996793 1.0000000180025095e-35 0.95867486338797814 -125.49999999999999 17.500000000000004 -317.49999999999994 76.500000000000014 -64.499999999999986 396.50000000000006 9.7700000000000014 0.89751312944084038 0.50155279503105599 -364.49999999999994 3.9350000000000005 6.4450000000000012 4.995000000000001 212.50000000000003 decision_type=8 10 2 10 10 10 2 2 10 8 2 2 10 2 2 2 10 2 8 2 10 2 10 2 2 10 10 10 10 2 left_child=14 24 3 4 -3 13 20 10 -9 -10 -8 -11 -5 -4 25 -14 18 -18 -15 -19 23 22 -22 -7 -2 26 29 28 -28 -1 right_child=1 2 5 12 -6 6 7 8 9 11 -12 -13 15 16 -16 -17 17 19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.00025649820727298499 0.0043629209231441056 -0.00025419111798019963 0.0029161726432629328 -0.00028924561444139987 -0.0092737846227387757 -0.0098472690067165653 0.02191507458743543 -0.0077464833646913823 0.032572106391306636 -0.0040363986761079787 -1.2830869145671753e-05 0.011443496902498723 0.009038167083842568 0.041650985206170547 -0.011844044083035616 0.073167136292057885 0.18747748897747418 0.0055722912924415112 0.00047518989009156972 0.021398933957753895 0.009948180510573593 0.14556262158920477 -0.0080594431962422615 0.013473172488754473 0.00053933086802102374 7.5145485682546887e-05 -0.0015218800359767118 0.0021840062681034085 -0.0042007369605852199 0.0051234523901990871 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0.0043998162727802515 -7.4999999999999991 -390.49999999999994 0.99473056197166454 2.5450000000000004 6.6807518805944721e-07 3.9650000000000003 2.5750000000000006 2.3850000000000002 9.5000000000000018 5.5050000000000008 4.9450000000000012 0.78322452306747448 23.500000000000004 0.99999946355819713 1.0000000180025095e-35 1.0000000180025095e-35 -88.499999999999986 6.0450000000000008 -67.499999999999986 4.8650000000000011 -89.499999999999986 2.5000000000000004 12.500000000000002 1.0000000180025095e-35 17.500000000000004 5.1150000000000011 1.0000000180025095e-35 decision_type=2 2 2 8 10 2 10 2 8 10 10 2 8 10 2 10 2 2 2 10 10 10 10 10 2 2 2 2 10 2 left_child=1 7 3 8 12 6 11 -1 29 -8 -5 -6 13 15 -14 -4 -2 20 -19 -20 22 25 23 24 -11 -22 27 28 -24 -3 right_child=16 2 4 10 5 -7 9 -9 -10 17 -12 -13 14 -15 -16 -17 -18 18 19 -21 21 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0090270690627590553 0.0066350523109193794 -0.0035382895661466313 0.003631160305533013 -0.00044992389771220651 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277415 178998 98417 58278 47409 514855 131657 42158 47341 5251 40139 28894 11245 21548 118910 41671 8518 4071 33153 4694 28459 12056 3986 3283 16403 2470 1624 30700 is_linear=0 shrinkage=0.01 Tree=699 num_leaves=31 num_cat=0 split_feature=5 7 1 1 6 1 6 1 5 1 6 6 18 6 1 1 6 1 1 1 1 6 6 1 1 18 6 5 1 1 split_gain=16.3423 13.6427 13.3457 32.2103 40.7638 16.137 17.8874 20.8416 16.6132 20.5252 45.5677 17.9564 15.5691 27.1094 23.7239 38.1014 15.2064 13.9712 17.2194 16.1103 13.9522 11.3602 10.1206 34.4044 9.72194 13.4021 11.3331 10.0682 9.6829 16.9793 threshold=3.5000000000000004 1.0000000180025095e-35 -344.49999999999994 -361.49999999999994 380.50000000000006 -64.499999999999986 336.50000000000006 -60.499999999999993 6.5000000000000009 -65.499999999999986 68.500000000000014 19.500000000000004 1.0000000180025095e-35 132.50000000000003 -31.499999999999996 -30.499999999999996 455.50000000000006 -20.499999999999996 -35.499999999999993 -36.499999999999993 -10.499999999999998 40.500000000000007 32.500000000000007 -63.499999999999993 -353.49999999999994 1.0000000180025095e-35 95.500000000000014 4.5000000000000009 -198.49999999999997 -200.49999999999997 decision_type=8 10 8 10 2 10 2 10 10 10 2 2 2 2 10 10 2 8 8 8 8 2 2 10 10 2 2 10 8 8 left_child=1 -1 3 -2 24 8 7 21 28 11 -11 -10 17 14 -14 -16 -8 18 19 -9 -19 22 -7 -24 26 27 -5 -26 29 -4 right_child=2 -3 5 4 -6 6 16 12 9 10 -12 -13 13 -15 15 -17 -18 20 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=7.8756420730641884e-05 -0.0048508132444452711 0.015993650165516547 -0.0013696558546707003 0.012872584532413247 0.10650008560019679 0.0080891256772116817 0.022425386605076456 -0.0023374878191609536 0.0034862976960413471 0.0031874503643747015 0.12296195054743676 -0.010935357275588562 -0.0045861706109858198 0.13564702027700989 0.22457371436331652 -0.010066847416013274 -0.013090890268801737 0.028967644995827692 -0.012393737665616165 0.012834747297653005 -0.012375091897630548 -0.0054066901747593455 -0.011128508236147756 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382.21124159073224 4.2648875880986443 80.554012805223465 1679.5725809736177 4333.4371561044827 62.733706403523684 14.062013130635025 324.94903002865613 211.80228072218597 249.89071996835992 46.557893888093531 1.5574139114469279 57.160811639856547 126.82507046754472 8.5765149015933257 leaf_count=342156 21041 131657 575 47341 12623 10707 48071 2671 91 97869 13299 2164 135 118 51 124628 38 802 11515 31327 453 135 2565 2449 2538 853 24 867 2338 79 internal_value=0 -0.000556711 8.78883e-05 -0.00141684 0.00051718 0.000920433 -0.00737263 -0.000655339 -0.000900023 0.00892026 -0.00114121 0.00252468 0.0103381 0.00367228 -0.00407285 -0.00557658 0.000690022 0.000679444 0.00072446 0.000467773 -0.000987759 -0.000244324 0.000842871 -0.00166722 -0.00119234 0.00107253 -0.00465654 -0.00308814 -0.00517253 0.00923963 internal_weight=0 13526.4 12357.7 2743.03 9614.72 7154.23 1168.7 2460.48 2292.74 841.642 2141.89 150.845 19.5418 552.739 20.5958 558.674 6601.49 6597.23 6516.67 4837.1 503.664 440.93 347.588 1580.06 1184.27 298.006 48.1153 395.788 183.986 22.6385 internal_count=911180 792270 277415 178998 98417 58365 514855 40052 37381 118910 34991 2390 226 10876 169 172699 47489 47451 46649 35134 3807 3354 2779 21692 16038 3415 877 5654 3205 214 is_linear=0 shrinkage=0.01 Tree=701 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 10 11 10 10 5 10 1 3 1 1 3 1 1 10 11 1 11 10 5 3 5 10 3 3 split_gain=703.273 587.024 78.4998 47.9491 46.807 44.9095 35.2982 34.5951 22.7097 22.1982 21.5499 19.5052 19.2316 28.5151 27.0441 31.42 18.0667 27.9764 27.0322 17.8008 41.304 17.1817 16.984 15.9644 27.7742 29.8312 29.6026 24.603 22.1269 28.9041 threshold=0.99997490644454967 9.6955882327165472e-06 0.0016333823441527001 -8.4999999999999982 0.99473056197166454 -348.49999999999994 2.5450000000000004 6.6807518805944721e-07 5.285000000000001 2.6250000000000004 3.5000000000000004 2.3850000000000002 -22.499999999999996 0.95867486338797814 -11.499999999999998 -14.499999999999998 0.54186137071651097 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97869 362 715 675 132 4981 891 37 internal_value=0 -0.000551793 8.70539e-05 0.000440631 0.000834912 -0.0017105 0.000619861 -0.00735267 -0.000959883 0.000894483 0.00364946 -0.00465763 0.00105656 0.0136872 0.0103318 0.030587 -0.00116924 -0.00226307 -0.00681756 -0.000737671 -0.000134931 0.00068984 0.00890814 -0.00187897 0.000785738 0.00421324 -0.00113142 -0.00254889 -0.00372458 0.00289771 internal_weight=0 13511.2 12351 10320.9 7733.22 2030.1 7184.29 1160.2 1618.01 6228.27 548.928 412.099 415.199 11.7147 11.1968 4.14908 956.018 585.395 109.615 2587.68 1693.38 403.485 834.396 894.3 179.662 102.085 51.6224 714.638 77.5769 30.5716 internal_count=911180 792270 277415 115013 70231 162402 59386 514855 115387 52831 10845 47015 30530 1439 1406 245 6555 3968 750 44782 24435 29091 118910 20347 2812 1522 847 17535 1290 399 is_linear=0 shrinkage=0.01 Tree=702 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 10 10 10 2 10 1 1 2 1 40 1 1 2 11 11 1 11 10 2 10 10 1 10 split_gain=695.014 579.837 77.0402 47.006 46.0821 44.3301 34.661 34.5923 22.2875 21.784 21.3963 19.3133 18.56 22.3606 39.8819 39.3841 18.5008 17.553 22.9533 19.8858 21.4576 17.0759 16.8351 14.847 29.4672 15.54 14.5175 14.3309 32.157 57.6592 threshold=0.99997490644454967 9.6955882327165472e-06 0.0016333823441527001 -8.4999999999999982 0.99473056197166454 -348.49999999999994 6.6807518805944721e-07 2.5450000000000004 5.285000000000001 2.6250000000000004 0.88478556841388711 2.3850000000000002 -22.499999999999996 -11.499999999999998 0.040202020202020204 -14.499999999999998 1.0000000180025095e-35 -85.499999999999986 -144.49999999999997 0.62470657276995312 0.78322452306747448 0.99999946355819713 -66.499999999999986 0.97252115607261669 2.5750000000000006 0.77442071785552036 5.6250000000000009 6.1150000000000011 -385.49999999999994 6.8250000000000011 decision_type=2 2 2 8 2 10 2 10 10 10 2 10 10 10 2 8 2 8 10 2 2 2 10 2 10 2 10 10 8 10 left_child=1 6 5 4 7 11 -1 17 -7 -9 23 -3 22 15 -15 -14 -11 18 -4 -20 -21 -2 -10 -5 25 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108.92412651330233 283.35151254478842 6112.2748001953587 174.28357207588851 332.25586528342683 4.0470265708863735 0.19531872938386907 7.0242455597035587 0.60231331666000176 8.1855698870494944 733.24096643552184 69.651767965406179 38.791452690958977 4.7939340248703948 600.00451558467466 120.41012811171822 127.18146241363138 471.72430762276053 1.6511405175551761 240.00444444827735 0.094987730146385729 70.845126929110847 0.14770171791315079 leaf_count=342156 21041 981 817 28202 6279 84857 151489 770 21991 51952 2812 46034 226 15 1159 39 109 4988 487 213 50 97869 7100 8839 4846 83 4566 24 21131 55 internal_value=0 -0.000546892 8.62161e-05 0.000436343 0.000826632 -0.00169617 -0.00733265 0.000613575 -0.000951153 0.000885379 -0.000730915 -0.00463185 0.00104476 0.0133699 0.00235513 0.0304739 0.00080649 -0.00115767 -0.00361661 -0.00677293 -0.0120705 0.00889596 0.000682451 -0.000975487 0.000387034 0.00462565 0.00362375 -0.0055262 -0.00133502 0.113578 internal_weight=0 13496.8 12345 10318.1 7732.61 2026.87 1151.78 7185.31 1616.61 6229.38 2585.5 410.26 415.631 11.8689 7.21956 4.64934 6120.46 955.921 222.68 113.237 43.5854 827.22 403.762 2411.22 600.557 128.833 547.306 552.579 71.0878 0.242689 internal_count=911180 792270 277415 115013 70231 162402 514855 59386 115387 52831 44782 47015 30530 1439 1174 265 52061 6555 1567 750 263 118910 29091 41970 13768 8922 10845 172699 21210 79 is_linear=0 shrinkage=0.01 Tree=703 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 6 6 2 2 2 2 4 2 0 2 28 6 6 38 2 6 4 4 11 2 2 6 6 split_gain=686.844 572.732 75.7416 40.6746 34.7246 17.1674 16.9845 13.9154 13.7913 16.9646 12.7131 26.4503 25.2807 88.2802 64.5689 12.6963 16.3621 10.0755 16.1076 12.5746 11.3952 10.5031 10.4234 10.0857 17.548 9.84597 9.59551 9.72301 9.12998 8.81298 threshold=0.99997490644454967 9.6955882327165472e-06 0.0043998162727802515 0.98755538463592529 6.6807518805944721e-07 0.99999946355819713 0.00017857718921725002 340.50000000000006 328.50000000000006 0.35737937559129612 0.30471628592483424 0.21889880952380952 0.25092592592592594 28.500000000000004 0.23845060412224586 1.0000000180025095e-35 0.44405320813771521 1.0000000180025095e-35 15.500000000000002 5.5000000000000009 1.0000000180025095e-35 0.41202270381836947 833.50000000000011 9.5000000000000018 7.5000000000000009 0.13270235061645502 0.36398872445384073 0.98936170212765973 292.50000000000006 200.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 10 8 2 2 2 2 2 left_child=1 4 6 17 -1 29 7 -3 -5 -10 11 -9 13 14 -13 -12 -17 19 26 20 23 22 25 24 -4 -21 -19 -28 -20 -2 right_child=5 2 3 8 -6 -7 -8 10 9 -11 15 12 -14 -15 -16 16 -18 18 28 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0089889488621856025 0.0069823553158632956 -0.0027631858736920957 -0.000132816202626037 0.0023892037997061783 -0.0055010356386965822 0.0097755209618041669 -0.00085587608933065332 0.0019172740446645872 -0.012621935798544632 0.0014610558747585067 -0.0020113168801024583 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7.555339077487587 10.944819532800464 leaf_count=342156 20625 106560 929 26133 172699 97869 67930 898 95 214 2977 33 360 174 26 18 22 871 898 9144 228 12424 182 40104 505 5640 902 70 78 416 internal_value=0 -0.000541991 8.5382e-05 0.000503289 -0.00731254 0.00888371 -0.00138334 -0.00256136 0.00220385 -0.00386079 0.00559428 0.015664 0.0404355 0.0759807 0.224081 -0.000589705 0.0700203 0.00025431 0.00182876 0.000177942 -0.00011079 0.000722872 0.0012519 -0.000149402 -0.0025141 0.00133131 0.0030748 0.00124139 -0.00150594 0.00653647 internal_weight=0 13483.5 12340 9606.59 1143.45 820.114 2733.44 845.385 1226.87 36.3848 20.4157 7.76746 2.77213 1.1621 0.298949 12.6482 0.249625 8379.72 387.652 7992.07 5224.07 2767.99 1593.02 5188.61 174.306 1577.82 282.204 141.912 105.448 225.803 internal_count=911180 792270 277415 98417 514855 118910 178998 111068 26442 309 4508 1491 593 233 59 3017 40 71975 2819 69156 41766 27390 14966 41538 1434 14784 1843 972 976 21041 is_linear=0 shrinkage=0.01 Tree=704 num_leaves=31 num_cat=0 split_feature=5 1 1 1 7 2 1 6 2 6 1 2 6 1 28 6 5 6 2 1 2 6 1 6 2 2 5 1 1 1 split_gain=15.8021 14.0529 14.5978 21.7954 12.6305 12.1935 24.0641 32.9135 13.2216 11.683 11.2264 16.3261 16.6873 36.566 10.7181 9.80771 9.58058 44.8817 10.2368 9.94397 13.5375 9.35725 22.2372 11.4533 10.696 23.8906 10.3053 25.7569 14.2822 9.48195 threshold=2.5000000000000004 -310.49999999999994 -361.49999999999994 -353.49999999999994 1.0000000180025095e-35 0.63673020527859248 -63.499999999999993 10.500000000000002 0.78596059113300509 488.50000000000006 -159.49999999999997 0.82683658170914553 84.500000000000014 -214.49999999999997 1.0000000180025095e-35 93.500000000000014 6.5000000000000009 202.50000000000003 0.14226190476190473 -312.49999999999994 0.71068484464172488 212.50000000000003 -34.499999999999993 24.500000000000004 0.22756041426927498 0.24494897959183673 5.5000000000000009 -35.499999999999993 -36.499999999999993 -65.499999999999986 decision_type=8 8 10 10 10 2 10 2 2 2 8 2 2 10 2 2 10 2 2 10 2 2 10 2 2 2 10 10 8 8 left_child=4 2 -2 -4 -1 9 10 -8 -9 21 11 -7 -13 15 -10 -14 19 18 -18 -5 -21 23 24 26 -23 29 -3 28 -28 -26 right_child=1 5 3 16 -6 6 7 8 14 -11 -12 12 13 -15 -16 -17 17 -19 -20 20 -22 22 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.00010386342738463653 -0.0036814920320965322 -0.0010267878544739269 0.011092451925637223 -0.0010329317005847063 0.015949140858945634 -0.0046871091431570054 -0.0063458475677379087 -0.0049893399690763372 0.013991267186101115 -0.010678490329376889 -0.0067164565194917135 0.0047403802119999131 0.10608714683890856 0.15368550885526167 -0.028016436913270701 -0.010160819904664973 0.054720334205972707 0.14798547716108629 -0.010787517593431864 0.0038914826287188 0.029129201391133414 -0.0080711907266278159 0.020942561751862314 -0.0031722121605680491 0.026324638922164662 -0.00036291516817592344 0.00076512275206816168 -0.015260794001183501 0.0074345443761090939 -0.011406742130991085 leaf_weight=12832.063672467251 37.24390847387258 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0.00366328 -0.000446372 0.00178833 0.00271057 0.0215908 internal_weight=0 1445.86 159.996 122.752 12837.1 1285.87 238.479 51.3887 28.7697 1047.39 187.09 59.3856 16.3606 0.812407 23.761 0.568599 94.0426 1.67886 1.42735 92.3638 20.2817 1035.37 49.6037 985.767 43.2486 33.0989 794.518 163.812 155.406 6.07017 internal_count=911180 159560 15534 10720 751620 144026 20229 3168 1924 123797 17061 8551 852 193 1199 167 9553 136 128 9417 1360 121466 11524 109942 11275 8610 58038 5642 5358 262 is_linear=0 shrinkage=0.01 Tree=705 num_leaves=31 num_cat=0 split_feature=5 3 7 5 3 28 3 3 38 18 27 22 3 3 40 3 24 3 3 3 3 3 3 3 3 3 18 3 0 3 split_gain=15.6402 16.1342 13.2588 12.769 14.1811 13.5508 21.7216 10.7124 8.35972 7.71226 6.94265 6.83077 6.63554 10.4152 6.43346 9.24571 6.37577 6.23365 5.80797 13.3288 5.71997 9.28774 5.69477 5.40422 40.824 24.3198 11.4849 11.8275 10.9371 10.88 threshold=3.5000000000000004 0.73703419131771042 1.0000000180025095e-35 5.5000000000000009 0.65465367965367982 1.0000000180025095e-35 0.67806351061757264 0.6453654552878727 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.50155279503105599 0.68457101658255237 1.0000000180025095e-35 0.99938118811881205 1.0000000180025095e-35 0.68703358208955234 0.95260557053009898 0.94754041967664271 0.69951456310679616 0.71516754850088193 0.73105625717566025 0.4817045961624275 0.50155279503105599 0.54186137071651097 1.0000000180025095e-35 0.16749174917491746 1.0000000180025095e-35 0.31281565656565663 decision_type=8 2 10 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 left_child=2 3 8 5 7 12 -7 -5 10 18 11 14 -2 -14 16 -16 23 -8 19 -3 -10 -22 -19 26 -25 -26 27 28 -1 -28 right_child=1 9 -4 4 -6 6 17 -9 20 -11 -12 -13 13 -15 15 -17 -18 22 -20 -21 21 -23 -24 24 25 -27 29 -29 -30 -31 leaf_value=0.00083712796136214214 -0.0046095198881293334 0.0014694244994387176 0.016003238856138996 0.00044245263899048772 -0.0088143461444849663 0.0025886821093653758 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808618 806695 51659 29868 806242 1062 805180 130 32216 29697 3797 1237 115 804392 505357 427831 299035 290549 107900 8486 is_linear=0 shrinkage=0.01 Tree=706 num_leaves=31 num_cat=0 split_feature=10 1 6 1 2 2 1 10 40 6 3 5 1 1 1 10 5 1 2 10 6 2 1 1 1 6 6 10 10 1 split_gain=18.3964 29.3081 29.691 23.025 20.7738 62.0571 53.9513 18.6612 17.0848 17.0565 16.9093 16.4655 429.264 15.5755 32.8338 23.0739 15.044 18.8847 26.0173 19.5802 28.6234 19.2503 17.8083 17.4844 24.3217 21.0542 33.5385 18.5815 15.8441 34.5705 threshold=9.0500000000000025 -361.49999999999994 15.500000000000002 -78.499999999999986 0.31835016835016838 0.33460559796437661 -65.499999999999986 9.7700000000000014 1.0000000180025095e-35 23.500000000000004 0.95867486338797814 3.5000000000000004 -126.49999999999999 -66.499999999999986 -64.499999999999986 9.7700000000000014 3.5000000000000004 -64.499999999999986 0.69789381307591059 6.7350000000000012 336.50000000000006 0.69282051282051293 -63.499999999999993 -344.49999999999994 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15.9288 13.1981 13.1737 12.9249 threshold=0.99997490644454967 9.6955882327165472e-06 0.00099748477805400022 0.97252115607261669 5.5250000000000012 6.6807518805944721e-07 3.4350000000000005 1.0000000180025095e-35 8.615000000000002 85.500000000000014 6.3850000000000007 7.035000000000001 0.99999946355819713 6.6150000000000011 26.500000000000004 6.1150000000000011 289.50000000000006 2.0032122847624126e-05 1.5000000000000002 182.50000000000003 1.0000000180025095e-35 1.2869933016190773e-05 94.500000000000014 7.5550000000000006 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 6.1150000000000011 7.6900000000000004 decision_type=2 2 2 2 8 2 10 2 8 2 8 8 2 10 8 10 2 2 8 2 2 2 2 8 8 10 2 2 10 10 left_child=1 5 4 6 7 -1 19 -3 25 -6 -11 13 -2 -12 -15 -7 17 -16 -19 20 24 22 -13 -24 -4 26 -5 -27 -28 -30 right_child=12 2 3 8 9 15 -8 -9 -10 10 11 21 -14 14 16 -17 -18 18 -20 -21 -22 -23 23 -25 -26 27 28 -29 29 -31 leaf_value=-0.0089783954735567998 0.0065113001152423732 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0.53854318498633769 0.69782421225681912 119.78289189841598 1128.5242980811745 34.094677129061893 0.23010051809251275 1.0338407887611538 77.477911034598947 54.861657469999045 433.00028443615884 60.593086055479944 148.90905519202352 31.248398009687662 leaf_count=342156 21041 47904 14777 9417 22112 151489 70554 77082 9742 3503 144 11 97869 82 36 21210 44 43 63 1032 8009 1502 35 97 811 621 5804 1018 2528 444 internal_value=0 -0.000537056 8.42386e-05 0.000393415 -0.00186137 -0.00729053 0.000126465 -0.00285085 0.00197242 0.000331245 0.00582119 0.0102496 0.00887114 0.0310168 0.0453805 -0.00547381 0.0625954 0.077286 0.062605 -0.000638796 -0.000766722 0.0075578 0.0369707 0.0215277 -0.00132134 0.00156284 0.00185376 -0.00165689 0.00301618 0.000743773 internal_weight=0 13465.8 12331.3 10640.5 1690.87 1134.44 9101.71 1165.09 1538.76 525.781 64.5263 40.1901 812.765 4.61169 2.87937 546.364 1.92395 1.48625 1.23637 3248.3 3128.52 35.5784 1.48376 1.26394 1999.99 1393.22 1277.77 115.455 613.158 180.157 internal_count=911180 792270 277415 124757 152658 514855 95183 124986 29574 27672 5560 2057 118910 412 268 172699 186 142 106 24629 23597 1645 143 132 15588 19832 18193 1639 8776 2972 is_linear=0 shrinkage=0.01 Tree=708 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 46 11 5 46 3 5 46 46 28 4 3 4 3 5 5 0 0 3 3 4 11 4 5 3 3 split_gain=670.477 558.057 72.9014 39.3538 34.8466 34.4145 17.3482 12.9857 15.7244 12.5558 15.423 12.1806 12.0027 19.9362 19.2206 15.1192 23.8733 13.8027 13.7681 10.9436 13.1658 10.448 20.1144 20.2692 9.77883 9.46953 9.42586 9.07059 9.91961 20.9007 threshold=0.99997490644454967 9.6955882327165472e-06 0.0043998162727802515 0.98755538463592529 6.6807518805944721e-07 1.0000000180025095e-35 0.99999946355819713 3.5000000000000004 1.0000000180025095e-35 0.5818926974664681 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 23.500000000000004 0.37529342723004699 19.500000000000004 0.71516754850088193 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.88251725271114034 0.88029850746268667 29.500000000000004 0.94052824378013633 21.500000000000004 1.5000000000000002 0.091229193341869366 0.16749174917491746 decision_type=2 2 2 2 2 2 2 8 2 2 10 2 2 2 8 2 10 2 10 10 2 2 2 2 8 2 8 10 2 2 left_child=1 4 5 12 -1 -3 -2 8 9 -5 -11 -6 13 14 17 16 25 -4 21 20 -18 -16 23 24 -23 -14 -19 -26 -29 -30 right_child=6 2 3 7 11 -7 -8 -9 -10 10 -12 -13 15 -15 18 -17 19 26 -20 -21 -22 22 -24 -25 27 -27 -28 28 29 -31 leaf_value=-0.0089686612356960019 0.0064864474373925295 -0.0033187074729756861 0.0036152279791366606 0.0024484495260491722 -0.0073344975555039507 -0.0007153360392043518 0.009766273756695908 -0.0011584980718408423 0.0037433535629415532 -0.0025659976045636808 0.0031569179792739904 -0.0042600527497283448 -0.004409410591140351 0.0018045590114519245 -0.001441407510228849 0.00087466454161593487 0.0010990506417691184 -0.005080530070377294 0.0072253381372533202 -0.0029612710317711462 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17.4388 10.3249 10.1594 10.1672 6.88411 6.79283 6.72029 6.51194 6.78052 9.62675 7.86112 7.49365 6.13493 20.3267 7.76382 7.44723 6.6152 10.8335 10.1531 6.06003 5.7418 5.51667 5.38308 12.4002 9.30365 threshold=0.99997490644454967 9.6955882327165472e-06 0.00099748477805400022 0.97252115607261669 6.6807518805944721e-07 0.99999946355819713 0.13270235061645502 0.8185736677115989 0.00012842786236425005 1.0000000180025095e-35 0.78297101449275375 0.99894970655441295 0.45488466757123475 0.16749174917491746 1.0000000180025095e-35 1.0000000180025095e-35 0.19929078014184398 0.50952467343976793 0.58637267904509294 1.0000000180025095e-35 0.56012048192771091 0.68199436222692045 0.71132478632478646 1.0000000180025095e-35 1.0000000180025095e-35 0.81769305962854366 1.0000000180025095e-35 0.88251725271114034 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 left_child=1 4 7 6 -1 -2 24 8 -3 12 -6 -5 13 15 16 -8 -15 -14 19 -19 -21 -20 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491.83198190573603 272.1171137301717 814.65054269169923 4.2111059688031665 102.1247576244059 559.29693256109022 602.48884479748085 9.7037712978199107 5.1582808196544638 555.33511375822127 788.36409841105342 283.19441400934011 552.48543478827924 17.125972237437967 10.87111655063927 98.45510012563318 402.16462390031666 10.92855094373226 1.7107086405158032 147.27040012739599 16.14781216904521 471.41855236422271 22.418878184631467 132.00266367290169 leaf_count=342156 21041 86710 65298 13016 139256 97869 3047 21959 43989 25 33443 16558 4089 72 27 3766 5176 1832 3468 86 62 613 2544 57 9 960 222 2863 132 835 internal_value=0 -0.000527446 8.2617e-05 0.000386434 -0.00724983 0.00884628 0.000124455 -0.00183439 -0.00217502 0.000457245 -0.00542328 0.0019405 0.000468941 1.02527e-05 -0.000680923 0.000540417 -0.000768937 0.000777487 0.000527397 -0.00183602 -0.00685956 0.000927733 0.000534213 0.000798776 -0.000216422 0.000709563 -0.000223585 0.00121368 0.00278722 0.000771187 internal_weight=0 13439.7 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9.7700000000000014 35.500000000000007 9.7700000000000014 58.500000000000007 0.95867486338797814 1.5000000000000002 0.80663489736070393 -64.499999999999986 396.50000000000006 9.7700000000000014 0.89751312944084038 66.500000000000014 0.64729990356798472 -364.49999999999994 3.9350000000000005 6.4450000000000012 4.9450000000000012 4.8650000000000011 212.50000000000003 9.5000000000000018 0.74478940512375169 decision_type=8 10 2 10 10 10 2 2 10 8 2 10 2 2 2 2 10 2 10 2 2 2 10 10 10 10 10 2 8 2 left_child=22 20 3 4 -3 15 7 8 -7 -10 -9 -5 -11 -13 -15 -4 19 18 -18 -8 -2 -22 23 27 25 26 -25 -1 -24 -28 right_child=1 2 5 11 -6 6 16 10 9 12 -12 13 -14 14 -16 -17 17 -19 -20 -21 21 -23 28 24 -26 -27 29 -29 -30 -31 leaf_value=0.00021252900453525681 0.0034113538279013649 -0.00028188150610707573 0.0094045237609362096 -0.00030163207754697706 -0.0092433594364021796 -0.0077999428183065187 -0.0097364595896472332 0.021622809701728127 0.031135681092965831 -0.0040240158131317275 -0.00018300864368564764 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21.401705801836215 leaf_count=73258 53908 6354 2254 20208 6140 692 10071 286 19 3802 117 2974 238 2 43 8585 234 4 17751 98 406 309 43987 34916 7259 92856 7160 3065 512878 1306 internal_value=0 0.000911382 0.000201566 -0.000833598 -0.00405611 0.002295 -0.00023481 0.00466072 -0.00080734 0.00493258 0.0177267 -5.84844e-05 0.00216352 0.0107311 0.0727124 0.00404649 -0.00544363 -0.000128751 -0.000710627 -0.00855524 0.00306595 -0.00590515 -0.000135362 -0.000680678 -0.00223488 -0.00256545 -0.00140119 0.000427736 7.05376e-05 0.00205984 internal_weight=0 1818.31 1367.72 915.18 177.447 452.54 185.135 95.4378 67.281 36.9502 28.1568 737.733 33.4186 16.2587 0.422253 267.405 89.6975 33.1222 32.9836 56.5754 450.592 16.7054 12399.4 3398.55 1414.77 1315.47 717.644 1983.77 9000.88 138.064 internal_count=911180 134495 79872 35721 12494 44151 33312 5154 4751 4059 403 23227 4040 3019 45 10839 28158 17989 17985 10169 54623 715 776685 219820 143497 136238 43382 76323 556865 8466 is_linear=0 shrinkage=0.01 Tree=711 num_leaves=31 num_cat=0 split_feature=5 2 1 1 1 7 6 2 1 1 5 6 1 1 2 2 2 6 18 1 2 2 6 1 46 1 2 1 2 2 split_gain=14.6351 24.1411 23.9391 13.7259 20.5982 13.0315 11.68 30.6906 19.3793 20.9959 12.5568 10.4043 17.0931 9.18278 38.4628 22.6783 19.6544 14.1096 13.6027 35.3967 13.042 15.4161 18.6043 12.0622 8.34915 7.99964 7.86091 8.41526 8.11508 9.98432 threshold=3.5000000000000004 0.2573593073593074 -19.499999999999996 -351.49999999999994 -356.49999999999994 inf 214.50000000000003 0.20701970443349751 -35.499999999999993 -36.499999999999993 5.5000000000000009 238.50000000000003 -317.49999999999994 -63.499999999999993 0.79531763417305601 0.69789381307591059 0.69282051282051293 1.5000000000000002 1.0000000180025095e-35 -31.499999999999996 0.57719393282773568 0.57932875667429451 132.50000000000003 -60.499999999999993 1.0000000180025095e-35 -358.49999999999994 0.13079116179615108 -210.49999999999997 0.21089696071163824 0.20701970443349751 decision_type=8 2 10 8 10 8 2 2 10 10 8 2 10 10 2 2 2 2 2 10 2 2 2 10 2 10 2 8 2 2 left_child=5 3 13 4 25 -1 8 11 9 10 26 12 -8 15 18 16 -3 -16 23 20 -20 22 -22 -15 -19 -2 27 -5 29 -28 right_child=1 2 -4 6 -6 -7 7 -9 -10 -11 -12 -13 -14 14 17 -17 -18 24 19 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=0.015989766811145723 0.0015750752535666132 -0.0023139384065879198 0.027939182517240656 0.0011137356249495045 0.018098739841293718 7.4690985459019269e-05 0.12061245869969295 0.018662936267904807 -0.013081382476608977 0.018667859482596041 0.002337488763231831 -0.010562552867032567 0.0065056943866123396 0.0037427140934385202 -0.0080405719440689635 -0.0074946104701344978 0.028029914471637843 -0.018039308613207933 -0.0074707836410135399 0.15345847145936031 0.046237705353009514 -0.010218926827085804 0.22667222882012911 -0.0080184345307040984 0.013843473073027052 -0.03831640447029485 0.0024223965534425399 -0.004804632108523583 -0.00347276006973412 0.023894860573230946 leaf_weight=5.1469044076511636 15.362272531725464 306.4068245231756 2.5372837291215538 32.389898558030836 10.946016063215211 13331.768527112785 0.15252242528367788 11.048003432690164 11.488447873853145 5.9998530629090956 119.54574586113449 7.6317056354600936 0.94258560257731161 10.979991387284825 3.8056291696848374 104.39008731360082 2.1495791397755957 0.85191051685251551 1.4211305286735298 0.18259229953400691 0.17680402903351922 0.21199331025127321 0.084434220916591585 42.370654032274615 22.898349466384389 0.51970803923904973 41.534225652634632 93.02802868001163 26.445525865186937 2.2845947589958078 leaf_count=214 1268 44384 146 2247 245 812415 20 454 539 159 10408 1545 134 2045 92 6870 107 17 198 23 56 64 17 5266 1128 48 5821 5197 9683 370 internal_value=0 -0.00125221 -0.00269888 0.000648865 0.00754408 8.08328e-05 0.000124072 0.00759077 -0.000319707 0.000136704 -0.000216007 -0.0064264 0.022398 -0.00285563 0.000179855 -0.00346562 -0.00210255 0.00983548 -0.00462045 0.0204872 0.00767045 0.0531401 0.104556 -0.0055979 0.0126999 0.000269701 -0.00177598 -0.00327618 0.000901787 0.00354191 internal_weight=0 877.786 498.467 379.319 26.828 13336.9 352.491 19.7748 332.716 321.228 315.228 8.72681 1.09511 495.93 82.9835 412.946 308.556 27.5559 55.4276 2.07695 1.89436 0.473232 0.261238 53.3506 23.7503 15.882 195.682 125.418 70.2643 43.8188 internal_count=911180 98551 60413 38138 1561 812629 36577 2153 34424 33885 33726 1699 154 60267 8906 51361 44491 1237 7669 358 335 137 73 7311 1145 1316 23318 7444 15874 6191 is_linear=0 shrinkage=0.01 Tree=712 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 2 6 0 6 6 11 1 2 2 2 5 2 2 2 2 2 4 11 3 6 3 3 6 split_gain=654.426 543.812 70.29 45.5093 44.7521 42.4356 34.9722 21.6745 17.7473 19.1599 21.4394 27.0862 17.539 17.0362 15.1337 21.6263 100.023 28.0085 26.5055 17.5194 17.7007 17.829 20.8228 14.6672 14.2254 22.0572 14.1345 19.7674 13.7333 24.4308 threshold=0.99997490644454967 9.6955882327165472e-06 0.00099748477805400022 -8.4999999999999982 0.94052824378013633 -39.499999999999993 6.6807518805944721e-07 0.88478556841388711 158.50000000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.99999946355819713 -27.499999999999996 0.34161778326644027 0.39938650306748474 0.39593646864686471 1.5000000000000002 0.74891304347826104 0.48295234405269277 0.50144508670520238 0.62532051282051293 0.67455869991594286 19.500000000000004 0.99766892194747936 0.8577380952380953 371.50000000000006 0.6586800573888093 0.84654631083202525 249.50000000000003 decision_type=2 2 2 8 2 8 2 2 2 2 2 2 2 10 2 2 2 10 2 2 2 2 2 10 2 2 2 2 2 2 left_child=1 6 5 4 -4 -3 -1 8 9 10 14 -12 -2 -7 -5 16 -16 18 -17 -19 -21 -22 -23 -13 -25 -26 -6 -28 -10 -30 right_child=12 2 3 7 26 13 -8 -9 28 -11 11 23 -14 -15 15 17 -18 19 -20 20 21 22 -24 24 25 -27 27 -29 29 -31 leaf_value=-0.0089482930366871476 0.0064348835645599411 -0.00078794730766170676 0.00045122789734336304 -0.0026080559544095837 0.002775601070311785 -0.0049240488167722005 -0.0053958362414574758 0.0026238379048546625 0.001083134535885835 0.0001327492168945765 -0.0077742623842356334 0.0034407475765304216 0.0097569791877622995 0.00094316544623381535 0.0017650143171595801 -0.0049612282885151031 0.046931880445346484 -0.0064560423254844306 0.0017014544926733425 0.0090675908384445902 -0.0056195501728795085 0.0074742918933700525 -0.0034799865021915189 -0.0031395754993213012 0.002517462776902141 -0.015183309310818962 0.0012790819365166423 -0.015664676917770997 0.018374608982528514 -0.0038621780878911991 leaf_weight=572.19228399492567 220.12013142439537 1184.4475580641301 6861.6266966713592 239.96042645862326 1113.291649447754 442.14447513164487 537.37510411912808 176.45642472896725 138.38974444614723 711.16141627472825 100.88922115997411 42.602531217271462 571.60449578450061 55.726307856035419 45.64907087571919 154.59136182582006 5.4929719036445013 18.048770745052025 97.282682087272406 46.995302847120911 25.355800645891577 54.734305165242404 25.40823960583657 626.3593805716373 85.182366083841771 7.6741312234662464 22.390105325728655 9.9431147128343564 12.797730254009368 8.0476969620212895 leaf_count=342156 21041 99027 61126 4238 16158 49141 172699 2897 2750 12031 1724 1013 97869 4490 701 2704 44 396 1871 906 465 831 442 12152 1680 144 152 57 119 156 internal_value=0 -0.000522609 8.16364e-05 0.000382211 0.000756701 -0.00181765 -0.0072278 -0.000760964 -0.00100508 -0.0012298 -0.00184455 -0.00290519 0.00883335 -0.00426734 -0.000562147 0.000474552 0.00661622 -0.000269021 -0.00238786 0.0028603 0.00396296 0.00168905 0.00400137 -0.00226037 -0.00259808 0.00105458 0.00258631 -0.00393146 0.00222292 0.00978976 internal_weight=0 13422.2 12312.6 10630.3 8007.25 1682.32 1109.57 2623.08 2446.62 2287.39 1576.23 862.708 791.725 497.871 713.519 473.559 51.142 422.416 251.874 170.542 152.494 105.498 80.1425 761.818 719.216 92.8565 1145.62 32.3332 159.235 20.8454 internal_count=911180 792270 277415 124757 77493 152658 514855 47264 44367 41342 29311 16713 118910 53631 12598 8360 745 7615 4575 3040 2644 1738 1273 14989 13976 1824 16367 209 3025 275 is_linear=0 shrinkage=0.01 Tree=713 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 11 11 3 4 3 2 4 18 2 2 11 4 11 3 18 11 3 34 3 11 3 3 11 11 3 split_gain=646.712 537.079 69.1271 37.6636 35.0268 17.629 15.998 10.2083 18.8918 11.8527 17.1302 11.6073 10.006 20.1424 11.2115 13.4347 10.3096 9.40001 9.49652 13.2588 9.87721 8.07411 10.8992 7.43333 6.94482 6.77706 6.69191 8.68099 7.26018 6.54878 threshold=0.99997490644454967 9.6955882327165472e-06 0.0043998162727802515 0.98755538463592529 6.6807518805944721e-07 0.99999946355819713 0.00017857718921725002 0.45488466757123475 27.500000000000004 0.50155279503105599 0.44018348623853215 28.500000000000004 1.0000000180025095e-35 0.76024883359253514 0.60072463768115958 0.036334333941340412 24.500000000000004 0.78322452306747448 0.76506899055918665 1.0000000180025095e-35 0.0055486904457211009 0.8185736677115989 1.0000000180025095e-35 0.64308462238398556 0.049213243648409809 0.78297101449275375 0.82274865591397861 7.8110180766088902e-05 1.190368402603781e-05 0.16749174917491746 decision_type=2 2 2 2 2 2 2 2 8 2 2 8 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 6 7 -1 -2 21 8 12 -9 11 17 -4 14 -14 -16 -17 18 20 24 23 -3 26 -11 -20 -6 27 28 -23 -10 right_child=5 2 3 -5 25 -7 -8 9 29 10 -12 -13 13 -15 15 16 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0089383358730784276 0.006409887949474267 -0.0029110413840767709 -0.0023380214834396876 0.0021235394820678915 -0.0059149346653501579 0.0097522886440335483 -0.00081548804865971879 0.0014479198809696759 0.00055174642495687902 0.00088656756193019963 -0.0019449551718307002 0.00012595259342796075 -0.0012534664421764718 -0.011055318966989962 0.028464226110271992 0.01110826368086402 -0.0040492115900287494 0.0033744356556935796 -0.0015380374987188558 -0.010872416972629487 0.0018106263742508574 0.080693049451737053 0.062656702031067796 0.019601457736387187 0.0012105377728255172 -0.0030415614368861387 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-0.00190298 0.00236692 0.00537991 0.00953512 0.00669725 0.0014078 0.000910725 -0.000156792 0.0020697 -0.00247789 -0.000249169 0.0124293 0.000152893 -0.00537055 -0.000376476 0.029109 0.00807537 0.00014199 internal_weight=0 13408.9 12307.2 9590.48 1101.65 784.963 2716.73 8373.48 3338.57 5034.91 3944.42 3623.66 538.66 49.8067 40.6759 25.0096 21.749 961.571 767.566 399.548 368.018 836.37 136.098 8.97892 388.325 534.521 135.823 0.765382 0.550608 2799.91 internal_count=911180 792270 277415 98417 514855 118910 178998 71975 27472 44503 35428 32046 4491 310 249 146 107 7993 6712 3048 3664 111068 15987 213 2952 172699 15954 129 99 22981 is_linear=0 shrinkage=0.01 Tree=714 num_leaves=31 num_cat=0 split_feature=11 11 11 11 10 11 10 10 46 11 10 10 11 46 5 46 10 10 10 11 10 10 10 10 2 2 2 2 10 4 split_gain=639.085 530.416 67.8557 42.5904 37.2119 35.0797 28.8478 24.3907 21.095 17.7185 14.4091 13.0052 12.9964 12.7826 12.6275 15.189 13.1076 12.839 13.845 16.5817 12.5728 65.8398 12.8847 12.8337 11.4673 13.9695 11.389 13.8516 11.3695 11.0608 threshold=0.99997490644454967 9.6955882327165472e-06 0.0006371206545736001 0.97252115607261669 5.5250000000000012 6.6807518805944721e-07 3.4350000000000005 8.615000000000002 1.0000000180025095e-35 0.99999946355819713 6.1150000000000011 3.8750000000000004 0.18897357583045957 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 6.1150000000000011 7.6900000000000004 6.5450000000000008 0.99951267242431652 6.3850000000000007 5.8150000000000004 5.535000000000001 3.6650000000000005 0.28633540372670813 0.29963503649635043 0.71068484464172488 0.66751700680272119 5.0950000000000006 11.500000000000002 decision_type=2 2 2 2 8 2 10 8 2 2 10 10 2 2 10 2 10 10 10 2 10 10 10 10 2 2 2 2 10 10 left_child=1 5 4 6 8 -1 -4 14 -3 11 -7 -2 13 -8 15 20 -17 18 -18 -20 21 22 23 -5 -6 29 27 -25 -28 -26 right_child=9 2 3 7 24 10 12 -9 -10 -11 -12 -13 -14 -15 -16 16 17 -19 19 -21 -22 -23 -24 26 25 -27 28 -29 -30 -31 leaf_value=-0.0089283053708017618 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576.141 443.395 230.396 307.203 269.258 37.9456 2.52892 internal_count=911180 792270 277415 134345 143070 514855 104771 29574 117070 118910 172699 21041 78101 61038 19832 18193 8776 2972 2528 505 9417 8818 8757 8584 26000 13261 2026 1781 245 267 is_linear=0 shrinkage=0.01 Tree=715 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 11 10 1 10 10 3 5 10 10 4 11 1 1 11 10 10 3 5 10 40 10 1 4 10 split_gain=631.733 526.436 68.3066 55.7243 39.6829 42.6371 35.1305 31.4876 26.986 28.4607 25.3762 22.1527 20.3096 18.5759 27.7962 18.376 18.3488 17.0469 31.4025 16.963 16.7475 23.7708 27.0732 34.5835 20.2025 16.7074 16.5368 36.4722 17.4133 16.8813 threshold=0.99998754262924205 9.6955882327165472e-06 0.011652591172605703 -39.499999999999993 -1.0000000180025095e-35 0.99473056197166454 6.6807518805944721e-07 2.5450000000000004 -23.499999999999996 5.0550000000000006 3.7350000000000008 0.54186137071651097 3.5000000000000004 5.7950000000000008 4.9450000000000012 23.500000000000004 0.99997490644454967 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2052 232 7682 97 894 246 82 256 61 1707 1294 1223 81 internal_value=0 -0.000491 9.61434e-05 -0.0010772 0.000567656 0.000973269 -0.00716585 0.000719808 -0.00316043 0.00202273 -0.000321416 -0.00133358 0.0035807 -0.000543179 -0.000900316 -0.000453659 -0.00396933 -0.00282839 -0.00677164 0.00166476 -0.00373414 -0.000373678 -0.00201974 0.00388222 0.00971713 0.0009806 0.00100086 -0.000411338 0.00105683 -0.00388395 internal_weight=0 13432.6 12346.5 3539.26 8807.29 6451.55 1086.05 5879.98 942.194 90.7724 2597.06 662.63 571.577 2355.74 2027.75 1770.13 257.62 397.173 85.9163 327.991 255.635 93.8546 84.7843 40.55 28.9808 5217.34 5210.67 715.366 502.792 212.574 internal_count=911180 795632 280777 192463 88314 50125 514855 37969 67815 4383 124648 4297 12156 38189 26921 20440 6481 2603 551 11268 6454 1575 1478 584 338 33672 33611 4305 2930 1375 is_linear=0 shrinkage=0.01 Tree=716 num_leaves=31 num_cat=0 split_feature=10 1 6 1 2 2 1 10 6 5 1 3 6 1 5 10 6 3 1 1 10 1 1 6 1 10 10 10 10 2 split_gain=16.145 26.0263 29.7432 22.6998 19.7534 59.6794 51.2218 18.1486 16.4882 16.1931 402.897 15.2879 15.7326 15.022 72.1801 25.0494 45.9745 16.0669 14.9431 31.4929 21.3784 14.2533 17.3461 14.7357 14.1751 55.8876 19.5813 20.4968 20.1208 22.7591 threshold=9.0500000000000025 -361.49999999999994 15.500000000000002 -78.499999999999986 0.31835016835016838 0.33460559796437661 -65.499999999999986 9.7700000000000014 23.500000000000004 3.5000000000000004 -126.49999999999999 0.95867486338797814 1.5000000000000002 -64.499999999999986 6.5000000000000009 9.7700000000000014 396.50000000000006 0.89751312944084038 -66.499999999999986 -64.499999999999986 9.7700000000000014 -180.49999999999997 -89.499999999999986 1.0000000180025095e-35 -364.49999999999994 3.9350000000000005 6.4450000000000012 4.9450000000000012 4.8650000000000011 0.25092592592592594 decision_type=8 10 2 10 2 2 10 10 2 10 8 2 2 10 8 10 2 2 10 10 8 10 10 2 10 10 10 10 10 2 left_child=24 -2 3 21 6 -6 9 -5 -7 -4 -11 -9 -13 14 17 -15 -17 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52.796292151440866 15.733878091152292 24.323727861046791 4.4672462472226471 0.18779111327603359 0.2310042157769211 0.21150410897098482 13.391099685803054 0.48838728468399395 19.303273649420593 0.021508337929843857 2.8790248194709411 25.159135243447963 3.5701604792848256 27.804225193045568 93.846238452708349 52.433876370079815 44.840565708000213 8963.1640931291622 574.51605727564311 98.298646267328877 590.20488631451735 37.792532989231404 99.01847958745202 leaf_count=76323 54623 2799 9430 18281 431 3590 10046 2974 493 802 13 2 43 242 27 17751 1 98 616 19 592 9695 1225 702 556865 34916 7259 92856 2101 6365 internal_value=0 0.000881928 0.000195561 -0.000844258 0.00229822 0.00570272 0.00100925 0.000190053 0.00179075 0.00343149 0.021899 0.0106468 0.0686151 -0.00546711 -0.00860483 -8.0552e-05 -0.00736455 -0.0096666 0.00347185 0.000652018 0.00733567 -0.00325534 -0.00475256 -0.00179348 -0.000130742 -0.000683994 -0.00221121 -0.00253624 -0.00139315 0.00205336 internal_weight=0 1804.8 1360.38 910.244 450.14 123.622 326.518 636.988 93.8661 237.638 4.65504 16.1764 0.442508 88.8796 56.1637 32.7159 19.3248 55.6753 80.8572 56.5335 31.3744 273.256 191.121 97.2744 12329.7 3366.57 1399.83 1301.53 711.327 136.811 internal_count=911180 134495 79872 35721 44151 5741 38410 21300 5310 10245 815 3019 45 28165 10171 17994 17752 10144 1720 1227 611 14421 11622 1927 776685 219820 143497 136238 43382 8466 is_linear=0 shrinkage=0.01 Tree=717 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 10 10 1 10 10 10 1 1 3 1 1 10 2 40 10 1 10 11 1 1 1 2 2 split_gain=624.206 519.462 67.0688 49.1049 40.7874 39.2923 35.1872 32.3925 29.1598 35.5935 23.9245 19.5472 18.3107 46.7358 55.4127 18.2656 17.6235 26.629 16.3762 15.7369 14.6242 14.3478 29.1507 39.0449 13.3344 13.2596 99.2177 18.7074 19.5283 12.9149 threshold=0.99998754262924205 9.6955882327165472e-06 0.0043998162727802515 -39.499999999999993 0.98755538463592529 -1.0000000180025095e-35 6.6807518805944721e-07 2.5450000000000004 2.9150000000000005 -244.49999999999997 3.8350000000000004 2.5750000000000006 6.7350000000000012 -18.499999999999996 -34.499999999999993 0.51739261947973392 -89.499999999999986 -125.49999999999999 5.6250000000000009 0.69282051282051293 1.0000000180025095e-35 6.1150000000000011 -385.49999999999994 6.8250000000000011 0.78322452306747448 -57.499999999999993 -52.499999999999993 -63.499999999999993 0.77442071785552036 0.88478556841388711 decision_type=2 2 2 8 2 8 2 10 10 10 8 10 10 8 10 2 10 10 10 2 2 10 8 10 2 10 10 10 2 2 left_child=1 6 3 10 5 7 -1 15 -6 -10 -3 -9 -5 14 -14 16 17 -4 -11 -15 -13 -8 23 -23 -19 27 -27 28 -20 -7 right_child=-2 2 4 12 8 29 21 11 9 18 -12 20 13 19 -16 -17 -18 24 25 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0089074971302276797 0.0091050395217767872 -0.0023679388744559317 -0.0015441941418749946 -0.0037596197508034013 0.0049951036017905556 -0.001242179328403198 -0.0059332270418310552 0.0062289322411300529 -0.00062378941204211541 0.005001022305462165 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15.493618750013409 131.33652320783585 leaf_count=342156 115548 24068 326 60960 16406 24885 151489 473 5182 3368 92147 40257 62 1717 27 2024 2347 185 1528 17 83 24 21131 55 55 90 919 1973 338 1340 internal_value=0 -0.000486489 9.50759e-05 -0.00129546 0.000485968 0.000233388 -0.00714383 0.000607758 0.00216257 0.0013462 -0.000468152 0.00087367 -0.0034877 0.00558971 0.0443187 -0.00128206 -0.00254842 -0.00645003 0.00319195 -3.37356e-06 0.000809076 -0.0052929 -0.00103249 0.104064 -0.0122978 0.00140077 -0.00168439 0.00309321 0.000966353 -0.00102049 internal_weight=0 13417 12339.1 2707.52 9631.54 8370.52 1077.9 6445.95 1261.02 978.889 1965.7 5650.83 741.815 21.5756 2.72267 795.116 468.242 92.822 505.38 18.8529 5583.49 525.939 68.7184 0.26291 42.3457 253.946 89.9585 163.987 117.425 1924.57 internal_count=911180 795632 280777 178998 101779 71975 514855 45750 29804 13398 116215 40813 62783 1823 89 4937 2913 566 8216 1734 40340 172699 21210 79 240 4848 1009 3839 1866 26225 is_linear=0 shrinkage=0.01 Tree=718 num_leaves=31 num_cat=0 split_feature=10 1 6 1 6 1 3 3 1 10 6 10 1 1 5 10 6 6 10 3 1 3 3 1 10 6 10 10 10 4 split_gain=15.7323 25.3024 29.1948 22.2066 19.1795 26.6924 30.3677 34.3647 27.144 24.7518 18.0495 17.7947 16.7472 16.1801 65.3976 25.0553 29.7771 15.6358 15.074 24.7333 32.617 50.1771 14.0094 13.8287 54.4688 19.3023 19.1268 20.1094 19.8627 18.578 threshold=9.0500000000000025 -361.49999999999994 15.500000000000002 -78.499999999999986 17.500000000000004 -65.499999999999986 0.68091632946090597 0.66349106014087067 -64.499999999999986 9.7700000000000014 58.500000000000007 9.7700000000000014 -314.49999999999994 -64.499999999999986 6.5000000000000009 9.7700000000000014 396.50000000000006 35.500000000000007 9.1600000000000019 0.54514106583072108 -125.49999999999999 0.79516317016317017 0.95867486338797814 -364.49999999999994 3.9350000000000005 212.50000000000003 6.4450000000000012 4.9450000000000012 4.6750000000000007 9.5000000000000018 decision_type=8 10 2 10 2 10 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0.28147007042253525 0.49184758529020828 0.4817045961624275 0.40924344112263583 1.0000000180025095e-35 0.16749174917491746 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.98936170212765973 0.31158186076218869 0.18142633228840127 0.31296641791044782 1.5000000000000002 3.5000000000000004 1.5000000000000002 0.39938650306748474 0.36678657074340532 0.63427747180697625 0.15074051531750862 0.84680573663624525 0.17416582406471184 0.80810147299509005 1.5000000000000002 1.0000000180025095e-35 0.85307609282245023 decision_type=8 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 10 10 10 2 2 2 2 2 2 2 10 2 2 left_child=2 -2 5 4 -4 7 9 14 -9 10 11 13 29 23 15 25 17 -16 28 -18 21 22 -21 -7 -25 -1 -11 -27 -3 -12 right_child=1 18 3 -5 -6 6 -8 8 -10 26 12 -13 -14 -15 16 -17 19 -19 -20 20 -22 -23 -24 24 -26 27 -28 -29 -30 -31 leaf_value=0.0001373111498001439 -0.00051538472198213502 -0.0054193269552200466 0.004381794943559828 -0.00089833422676052505 0.018774567232094381 -0.0058002234933090839 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462119 73381 210184 39854 34741 5113 19570 388738 282110 106628 1587 21094 105041 31896 27116 14757 3683 1280 182039 170330 3333 8335 1982 is_linear=0 shrinkage=0.01 Tree=720 num_leaves=31 num_cat=0 split_feature=10 1 3 40 1 1 3 1 3 1 1 0 1 10 1 10 10 10 10 2 4 4 1 10 10 5 2 10 2 3 split_gain=15.4209 24.814 22.4739 16.4062 15.3202 23.5117 15.6117 22.3749 34.7733 33.1682 36.1234 20.6044 15.6283 19.8767 14.1951 53.351 18.8122 19.8087 19.5014 22.302 18.3738 17.1419 16.4761 15.6496 14.8341 29.9088 32.4502 29.7299 27.2065 20.3752 threshold=9.0500000000000025 -361.49999999999994 0.94754041967664271 1.0000000180025095e-35 -89.499999999999986 -90.499999999999986 0.68703358208955234 -40.499999999999993 0.66349106014087067 -63.499999999999993 -62.499999999999993 1.0000000180025095e-35 -66.499999999999986 9.7700000000000014 -364.49999999999994 3.9350000000000005 6.4450000000000012 4.9450000000000012 4.8650000000000011 0.25092592592592594 9.5000000000000018 22.500000000000004 -367.49999999999994 4.8950000000000005 5.4450000000000012 1.5000000000000002 0.61138079827400227 5.5750000000000011 0.61572802197802212 0.66349106014087067 decision_type=8 10 2 2 10 10 2 10 2 10 10 2 10 10 10 10 10 10 10 2 8 10 10 10 10 10 2 10 2 2 left_child=3 -2 4 14 5 -3 7 8 9 12 -11 -8 -6 -14 15 21 17 18 -17 -20 -16 -1 -18 -21 -19 26 -26 29 -28 -27 right_child=1 2 -4 -5 6 -7 11 -9 -10 10 -12 -13 13 -15 20 16 22 24 19 23 -22 -23 -24 -25 25 27 28 -29 -30 -31 leaf_value=0.0041489387477261904 0.0029227650090203482 -0.0014252281524886191 0.0026580633690202523 -0.011665069214690805 0.001237507141057688 -0.010714048331782904 -0.0033036432674210113 -0.0028709431605303342 0.0089982309076767613 0.015597819360195442 0.0024907807948682382 0.0075854748859944575 -0.003968573160337557 0.01354232937701531 -0.0019319702279876408 -0.002173083076142683 0.0027903362859984693 -0.0050222829759441869 -0.0045164294931335641 0.0087768729680007002 0.0001933853997589223 0.00015903740118129706 -0.020736588365255094 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11.678 11.5572 57.3502 29.3692 12.0792 9.70626 9.42269 8.93813 12.349 10.7306 17.0857 15.0368 8.8661 9.33611 8.6017 8.56859 threshold=0.99998754262924205 9.6955882327165472e-06 0.011652591172605703 -39.499999999999993 -1.0000000180025095e-35 0.99473056197166454 6.6807518805944721e-07 -23.499999999999996 0.88478556841388711 0.75110619469026563 -348.49999999999994 0.88956639566395668 0.99894970655441295 300.50000000000006 0.00048551171494175006 -54.499999999999993 -57.499999999999993 -56.499999999999993 -64.499999999999986 0.99999946355819713 1.0000000180025095e-35 0.87585616438356173 1.0000000180025095e-35 -48.499999999999993 -75.499999999999986 -63.499999999999993 0.00012842786236425005 0.78297101449275375 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 8 8 2 2 10 2 2 10 2 2 8 2 10 10 8 10 2 2 2 2 10 8 10 2 2 2 2 left_child=1 6 3 13 5 21 -1 14 9 12 -8 -10 -6 -3 -5 16 18 -18 -7 -2 -17 29 23 24 -23 -26 27 -15 -29 -4 right_child=19 2 4 7 8 15 10 -9 11 -11 -12 -13 -14 26 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156.99411148065701 231.86202042968944 368.40393897751346 485.65905476151966 139.75666336948052 15.87038897164166 8.5606364877894521 68.791138005908579 545.03161543630995 1.0204503796994675 181.11459005996585 15.377581749111412 65.177221355959773 59.711730992421508 77.525370561517775 2118.8418506383896 107.03053866769187 0.31647471548057993 52.353460758924484 leaf_count=342156 17679 4 35122 45030 24725 6376 48071 4383 24 781 124628 2712 9947 52239 18402 2833 115 224 2600 97869 8 1140 82 379 329 571 59451 12915 39 346 internal_value=0 -0.000481918 9.37847e-05 -0.00105797 0.000556183 0.000951558 -0.00711989 -0.00311319 -0.00052956 -0.000759086 -0.00526269 0.00263699 -0.000625738 -0.000316631 -0.00366431 0.00353435 0.00271558 -0.0121613 0.00361785 0.00909408 0.0060193 0.00070205 -0.000743166 -0.00109548 -0.00185232 -0.00451368 -0.000327541 -0.00156119 0.00103395 0.00080723 internal_weight=0 13396.7 12327.6 3531.41 8796.16 6448.08 1069.15 936.143 2348.08 2189.39 522.656 158.697 2139.45 2595.27 845.331 568.035 427.258 24.431 402.827 707.747 140.777 5880.04 398.906 383.529 318.352 137.237 2594.59 475.751 107.347 5481.14 internal_count=911180 795632 280777 192463 88314 50125 514855 67815 38189 35453 172699 2736 34672 124648 63432 12156 9315 339 8976 115548 2841 37969 2501 2419 2040 900 124644 65193 12954 35468 is_linear=0 shrinkage=0.01 Tree=722 num_leaves=31 num_cat=0 split_feature=5 1 1 1 7 0 1 1 2 1 6 3 1 6 1 1 1 5 1 5 2 6 6 1 1 1 1 6 6 6 split_gain=13.7369 13.8008 13.7162 20.4182 12.013 11.9157 19.0263 24.4248 11.5582 15.6636 30.1583 13.2706 13.4816 26.3935 20.6332 12.4554 12.4313 12.1341 12.0595 11.8248 11.7245 10.0432 23.1251 9.81278 9.73673 9.46373 17.117 15.8289 9.41642 16.303 threshold=2.5000000000000004 -310.49999999999994 -361.49999999999994 -353.49999999999994 1.0000000180025095e-35 1.0000000180025095e-35 -35.499999999999993 -38.499999999999993 0.64326765188834167 -63.499999999999993 29.500000000000004 0.37341365461847392 -34.499999999999993 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284 17 3301 59432 44746 9890 133 45 35 103 127 182 15 98 122 227 4302 internal_value=0 -0.000933622 0.00185361 0.00346592 0.000103222 -0.00128202 0.0004919 0.0009787 -0.00181374 -0.00402154 0.00170481 -0.00127512 -0.00158524 0.00605486 -0.00179119 -0.00182388 -0.0015166 -0.00284783 -0.00545653 0.00420147 -0.00941963 0.00120055 0.0604748 0.0165941 0.0210745 0.00819447 0.020933 0.0464261 -0.00578628 0.00132729 internal_weight=0 1421.2 157.909 121.536 12664.1 1263.29 291.336 281.134 971.953 190.618 38.1961 781.335 739.461 22.3967 14.7116 717.064 680.096 345.31 152.422 41.8743 10.3975 31.7492 0.283302 4.31414 7.68512 3.29277 2.10455 1.16981 150.356 16.5591 internal_count=911180 159560 15534 10720 751620 144026 13399 12997 130627 17425 2818 113202 109432 1927 1461 107505 104204 44772 14607 3770 1082 3637 138 379 466 362 235 137 14419 4529 is_linear=0 shrinkage=0.01 Tree=723 num_leaves=31 num_cat=0 split_feature=11 11 11 11 10 11 10 10 10 0 11 0 4 2 2 2 10 10 3 11 2 3 10 4 2 2 2 10 11 3 split_gain=609.362 505.438 64.4155 45.0137 36.1846 35.3185 27.8091 26.6014 14.2663 13.8743 12.5764 12.547 16.2586 11.3135 13.1005 11.0355 9.85375 20.7587 24.259 11.8565 32.3839 11.4522 9.77842 84.0291 10.6685 13.0077 34.9828 19.7932 38.9953 14.6767 threshold=0.99998754262924205 9.6955882327165472e-06 0.0006371206545736001 0.97252115607261669 5.5250000000000012 6.6807518805944721e-07 3.4350000000000005 8.615000000000002 6.1150000000000011 1.0000000180025095e-35 0.18897357583045957 1.0000000180025095e-35 28.500000000000004 0.28633540372670813 0.29963503649635043 0.49844720496894418 5.6050000000000013 5.5950000000000006 0.71132478632478646 0.00048551171494175006 0.091372912801484213 0.95030864197530873 5.535000000000001 25.500000000000004 0.42008403361344543 0.37546992481203006 0.38110119047619045 7.0450000000000008 2.7249308004684284e-05 0.61922530206112303 decision_type=2 2 2 2 8 2 10 8 10 2 2 2 8 2 2 2 8 10 2 2 2 2 8 10 2 2 2 10 2 2 left_child=1 5 4 6 -3 -1 9 -5 -7 -4 11 -8 -13 16 -15 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451.59233681118349 2480.2460199984489 151.38035776093602 68.302950172161218 1167.842371868901 2785.4514743462205 134.69860586104915 386.0374524211511 2.6067429567920035 0.34062799997627613 196.51642319746315 142.71928068925627 0.75546836992725797 0.45579831185750663 0.69565352937206604 0.4644829542376101 60.093599587329663 47.967509052134119 1.3244564363267273 163.54304421553388 0.49257093784399231 12.597137817065228 0.32956135296262878 0.60385884530842304 0.30164358695037663 leaf_count=342156 115548 117070 18122 21772 895 151489 50961 11164 21210 8548 17063 2011 5365 267 36 2701 8829 25 62 23 24 2881 2665 200 8791 48 1137 36 40 41 internal_value=0 -0.000477604 9.28141e-05 0.000354837 -0.0019024 -0.00709857 9.12882e-05 0.00192307 -0.00523678 -0.000639501 0.000499404 7.14832e-05 -0.00109338 0.000474407 0.00201042 -0.000369414 -0.00119047 0.00877289 0.0474368 0.00311113 0.0327533 -0.00165633 0.00175501 0.0258997 0.00157699 0.00509871 0.0134607 0.00967463 0.0541068 0.0779626 internal_weight=0 13383 12321.4 10891.2 1430.29 1061.53 9324.18 1566.98 519.895 3341.23 5982.95 3197.5 717.252 442.403 230.107 582.554 212.296 9.48295 1.21127 8.27168 1.16014 202.813 227.5 1.66508 225.835 62.2923 14.3248 13.5306 0.93342 0.794215 internal_count=911180 795632 280777 137707 143070 514855 104771 32936 172699 26670 78101 61038 10077 26000 13261 8066 12739 1029 87 942 47 11710 12994 236 12758 3967 1302 1213 76 89 is_linear=0 shrinkage=0.01 Tree=724 num_leaves=31 num_cat=0 split_feature=10 46 3 18 3 3 0 9 0 3 3 3 3 22 10 10 10 3 3 3 3 3 3 46 27 10 46 3 3 3 split_gain=14.7128 14.6987 17.2933 13.4119 12.228 24.0586 11.8681 8.98276 8.61724 7.99738 16.632 9.94289 8.04778 7.7931 7.28982 12.9499 9.63953 8.28713 49.2217 6.99169 24.4996 7.65493 11.6181 7.10602 6.84107 6.42008 8.28093 8.0541 6.18791 6.11136 threshold=9.0500000000000025 1.0000000180025095e-35 0.94754041967664271 1.0000000180025095e-35 0.90943267259056748 0.86696165191740426 1.0000000180025095e-35 inf 1.0000000180025095e-35 0.50155279503105599 0.91331186258722508 0.46697819314641748 0.33477011494252878 1.0000000180025095e-35 8.1200000000000028 7.6900000000000004 8.2700000000000014 0.33248299319727892 0.30032679738562096 0.37529342723004699 0.30032679738562096 0.5884438881935754 0.67879188712522065 1.0000000180025095e-35 1.0000000180025095e-35 8.615000000000002 1.0000000180025095e-35 0.71132478632478646 0.69056183624528955 0.66349106014087067 decision_type=8 2 2 2 2 2 2 8 2 2 2 2 2 2 10 10 10 2 2 2 2 2 2 2 2 10 2 2 2 2 left_child=13 3 4 6 5 7 9 -3 -6 11 -11 12 -2 14 15 24 -16 18 -18 20 -17 -21 -23 -24 -1 26 -19 -28 29 -27 right_child=1 2 -4 -5 8 -7 -8 -9 -10 10 -12 -13 -14 -15 16 19 17 25 -20 21 -22 22 23 -25 -26 28 27 -29 -30 -31 leaf_value=-0.00010637733334888497 0.0024865038490606193 0.015232213936041033 0.0024875222722277883 -0.0078669716139044919 -0.004657030005335688 0.0095282394964414634 0.0048136965270432503 -0.00034668164329954872 0.032637199277837578 -0.0024049387613905206 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is_linear=0 shrinkage=0.01 Tree=725 num_leaves=31 num_cat=0 split_feature=11 11 11 1 1 11 11 10 10 10 1 1 10 5 10 1 10 0 10 1 1 5 4 10 10 4 10 10 5 10 split_gain=602.104 498.869 63.253 52.9548 37.0981 40.5787 35.3715 30.2092 25.2238 22.0023 32.0488 33.0008 21.5211 19.9567 17.6724 28.5224 26.1119 17.389 22.1627 36.9664 24.0884 19.8633 19.8376 16.6962 26.0105 17.8089 17.7268 23.629 26.3713 20.9284 threshold=0.99998754262924205 9.6955882327165472e-06 0.011652591172605703 -4.4999999999999991 -1.0000000180025095e-35 0.99473056197166454 6.6807518805944721e-07 6.1150000000000011 4.0250000000000012 9.0500000000000025 -192.49999999999997 -206.49999999999997 2.3850000000000002 3.5000000000000004 8.2000000000000011 -188.49999999999997 7.6900000000000004 1.0000000180025095e-35 5.1350000000000007 -124.49999999999999 -252.49999999999997 2.5000000000000004 26.500000000000004 5.7950000000000008 4.9450000000000012 23.500000000000004 5.3550000000000013 5.3650000000000011 1.5000000000000002 5.4450000000000012 decision_type=2 2 2 8 8 2 2 8 8 10 10 10 10 10 10 10 10 2 10 10 10 10 8 8 10 10 10 10 10 10 left_child=1 6 3 8 5 7 -1 17 -3 10 11 -9 -5 -7 15 -12 -17 18 19 21 -20 -4 -19 24 25 -6 -26 -28 -29 -30 right_child=-2 2 4 12 23 13 -8 9 -10 -11 14 -13 -14 -15 -16 16 -18 22 20 -21 -22 -23 -24 -25 26 -27 27 28 29 -31 leaf_value=-0.0088749267860709219 0.0090727883671011863 -0.0019599214816060466 -0.0020234335625295289 -0.00030012807108072706 0.0037135600685177282 0.0041907201054216742 -0.005210151471073966 0.00062683557513001139 7.9463417372844695e-05 0.0026114940788653546 -0.020874808069646086 0.015569193619357298 -0.0049322815532083994 -0.0015939872855831026 -0.0089229447803311195 -0.0024229582165924057 0.0063297722122646069 -0.0035174410254412169 0.0048867105647073632 0.0015759515108452657 0.0016487455921557184 0.0034383798178755456 0.00047608293380863069 0.0015741769095426045 -0.0058724297066751465 -0.00068105912748790221 0.014938379042202542 -0.0090194239417248304 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33.4622 threshold=9.0500000000000025 -78.499999999999986 15.500000000000002 -40.499999999999993 1.0000000180025095e-35 -198.49999999999997 1.0000000180025095e-35 -89.499999999999986 -314.49999999999994 -126.49999999999999 -112.49999999999999 0.47083130772970344 -75.499999999999986 1.0000000180025095e-35 -364.49999999999994 3.9350000000000005 212.50000000000003 6.4450000000000012 4.9450000000000012 4.6750000000000007 -367.49999999999994 49.500000000000007 9.5000000000000018 5.3450000000000006 5.3650000000000011 6.5000000000000009 107.50000000000001 1.5000000000000002 2.5450000000000004 2.6250000000000004 decision_type=8 8 2 10 2 10 2 10 10 8 10 2 8 2 10 10 2 10 10 10 10 2 2 10 10 10 2 10 10 10 left_child=6 2 5 4 12 -2 14 -7 -4 -10 11 -11 -3 -9 15 16 -1 18 19 -17 -19 22 23 -20 -25 -26 27 28 -16 -30 right_child=1 3 8 -5 -6 7 -8 13 9 10 -12 -13 -14 -15 26 17 -18 20 21 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31 leaf_value=0.00016915858993079544 0.0010130604615843967 0.011341195496690335 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217.57067254121648 266.21067711676005 3.0257874175440511 84.778552697389387 107.43832613329869 19.82617656380171 139.16756196017377 10.594924696255474 983.53153779893182 2336.6719341939897 110.31721358606592 5090.3019664565218 leaf_count=73258 2895 348 29 21059 26485 9774 1090 1225 2109 39 231 27 69572 702 7899 25779 3065 6991 30759 17601 268 29209 18800 1160 12752 176 128042 181485 1357 236994 internal_value=0 0.00083158 -0.00161117 0.00136688 0.00187507 -0.00290311 -0.000122928 -0.0046402 0.00684734 0.00563726 0.014077 0.127217 0.00113939 -0.00179038 -0.000111452 -0.000665004 0.000381558 -0.00214317 -0.00245932 -0.00135169 0.0020179 -0.00380466 -0.00311759 -0.00426013 -0.00195541 -0.00312748 9.53685e-05 0.00023974 0.000554839 0.000736114 internal_weight=0 1788.76 321.527 1467.23 1297.39 278.925 12256.8 193.219 42.6026 40.853 14.5489 0.977194 995.974 96.8949 12244.6 3330.51 1949.93 1380.58 1283.09 703.715 97.4883 579.376 494.598 387.159 169.589 149.762 8914.06 7930.53 5593.85 5200.62 internal_count=911180 134495 17031 117464 96405 14596 776685 11701 2435 2406 297 66 69920 1927 775595 219818 76323 143495 136236 43380 7259 92856 63647 44847 14088 12928 555777 427735 246250 238351 is_linear=0 shrinkage=0.01 Tree=727 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 10 10 46 10 11 46 10 10 10 10 5 10 10 11 38 10 10 46 2 2 5 10 3 3 split_gain=594.998 492.153 62.3676 43.8602 35.4301 35.2217 27.2085 26.0523 20.0382 14.2541 12.2183 11.7606 23.6997 12.5314 12.218 35.4583 27.4025 16.1141 13.5259 21.9799 11.6787 11.1107 14.2467 11.1097 11.1063 12.5016 10.7942 10.4543 10.0626 10.0003 threshold=0.99998754262924205 9.6955882327165472e-06 0.0006371206545736001 0.97252115607261669 6.6807518805944721e-07 5.5250000000000012 3.4350000000000005 8.615000000000002 1.0000000180025095e-35 6.1150000000000011 0.18897357583045957 1.0000000180025095e-35 6.1150000000000011 3.2650000000000001 6.4450000000000012 5.8150000000000004 4.5000000000000009 5.3550000000000013 4.9750000000000005 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29079 1682 internal_value=0 -0.00046887 9.07855e-05 0.000348449 -0.00705421 -0.00187587 8.84982e-05 0.00189895 -0.00293059 -0.00518248 0.000492203 0.00147826 0.00239914 0.000574143 -0.000298628 -0.000821466 -0.0144522 -0.000240171 -0.00114801 -0.00493502 -0.00332895 -0.000133183 0.00430068 7.04092e-05 0.000466415 0.00198596 0.00440046 -0.00106211 0.000377267 -0.00170767 internal_weight=0 13353.7 12307.7 10882 1045.97 1425.72 9319.54 1562.48 983.052 514.177 5980.83 1412.55 699.783 712.762 497.303 447.511 18.304 429.207 351.947 74.381 68.4095 277.566 46.9558 3196.82 442.664 230.518 49.7918 681.523 2515.3 535.922 internal_count=911180 795632 280777 137707 514855 143070 104771 32936 117070 172699 78101 21772 10892 10880 4105 3323 119 3204 2698 547 485 2151 300 61038 26000 13261 782 25344 35694 22090 is_linear=0 shrinkage=0.01 Tree=728 num_leaves=31 num_cat=0 split_feature=4 6 6 28 38 3 3 3 4 3 6 6 0 6 13 6 6 6 4 6 3 6 3 0 6 3 46 28 3 6 split_gain=14.4712 9.10308 9.50155 8.78243 8.15147 7.29237 31.9127 21.7622 19.4765 13.5197 13.4843 14.421 13.1124 12.7345 13.3905 16.5546 12.2149 16.0806 13.2058 14.6443 12.7585 16.8323 11.9504 11.9394 12.6925 12.443 9.95567 9.87808 9.76555 9.71162 threshold=42.000000000000007 414.50000000000006 396.50000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.4817045961624275 0.50155279503105599 0.59532897128316986 29.500000000000004 0.16749174917491746 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 270.50000000000006 1.0000000180025095e-35 7.5000000000000009 12.500000000000002 10.500000000000002 28.500000000000004 19.500000000000004 0.68783602150537648 47.500000000000007 0.68703358208955234 1.0000000180025095e-35 328.50000000000006 0.62542517006802734 1.0000000180025095e-35 1.0000000180025095e-35 0.66349106014087067 286.50000000000006 decision_type=10 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 2 left_child=1 2 4 -3 5 8 10 13 -1 12 11 -7 -10 14 -8 -16 17 -9 -18 28 21 22 -21 -23 25 -25 27 -12 -20 -15 right_child=-2 3 -4 -5 -6 6 7 16 9 -11 26 -13 -14 29 15 -17 18 -19 19 20 -22 23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0010366865526441509 0.014674260479143676 -0.0016891607178499816 0.0067749367205421993 -0.011261779945867549 0.0032699612390306425 0.00049160825255346863 -0.0017501854211639533 -0.00011867061797896721 0.0015907556487979482 -0.00052212185752184028 -0.0045616059373493464 0.0027307201550884237 -2.648298384685628e-05 0.013428371583896842 0.048498486203047426 -0.0065176728479433149 0.0017809242661961028 -0.0038859683764926461 -0.002974369335378463 0.0033503190498957863 -0.001008251224786004 -0.00053974454621168676 0.014510790026428846 -0.0045337521082888911 0.055019962852867033 0.012822722526077981 0.00095230648123528533 0.0030020674887859095 0.0036896181980298763 0.0015089587967747561 leaf_weight=2132.9767670815345 6.7159129965584716 174.23125574330334 20.798457583470736 10.142038907855747 76.319272060354706 447.95456764532719 975.58525803388329 3153.667872779537 921.75848686945392 1586.8779175124946 81.636027206666768 803.70941865257919 1099.1822162627359 8.4848276444245112 1.1779792362358414 1.0209771709050981 755.59492276463425 117.52597027819138 25.51356372050941 107.4451872894424 792.04321045475081 303.73378154897364 10.535095022001768 6.6028578088735292 0.55200533929746498 11.031160146929322 174.51758783898549 21.898231049010064 159.23461390548619 35.169438948971219 leaf_count=141554 307 22766 2453 2848 3878 21884 81853 161979 26399 109374 7927 35522 43583 899 35 98 85356 9175 2663 7639 77110 33375 268 320 20 483 13224 1175 10424 6589 internal_value=0 -8.38959e-06 2.1032e-05 -0.00221573 1.08616e-05 -7.24721e-06 0.000188007 -0.000119324 -0.000279158 0.0001687 0.00148686 0.00192937 0.000711146 -0.0014587 -0.00169463 0.0229544 0.000132002 -0.00025402 0.000713304 0.000143888 -0.000249836 0.0011157 0.0043469 -6.85064e-05 0.00780188 0.00632379 -0.000505147 -0.00296184 0.00276933 0.00382567 internal_weight=0 14016.9 13832.5 184.373 13811.7 13735.4 7994.63 6464.92 5740.8 3607.82 1529.72 1251.66 2020.94 1021.44 977.784 2.19896 5443.48 3271.19 2172.29 1416.69 1231.94 439.9 117.98 321.92 18.186 17.634 278.052 103.534 184.748 43.6543 internal_count=911180 910873 885259 25614 882806 878928 558018 478286 320910 179356 79732 57406 69982 89474 81986 133 388812 171154 217658 132302 119215 42105 7907 34198 823 803 22326 9102 13087 7488 is_linear=0 shrinkage=0.01 Tree=729 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 46 6 3 46 46 28 4 6 3 6 4 46 38 0 4 6 6 13 3 3 3 3 6 6 11 split_gain=588.158 485.761 61.1637 43.0969 35.4781 21.2337 21.0942 24.8997 13.4375 13.1444 20.1534 19.8869 15.7477 14.9633 14.7013 16.2059 12.4605 11.4104 12.0046 18.7034 13.7365 21.8687 19.2233 19.2121 15.5806 13.6614 20.3883 13.1353 11.7088 11.0887 threshold=0.99998754262924205 9.6955882327165472e-06 0.0006371206545736001 0.98755538463592529 6.6807518805944721e-07 1.0000000180025095e-35 313.50000000000006 0.6586800573888093 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 23.500000000000004 31.500000000000004 0.71516754850088193 1.0000000180025095e-35 23.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 29.500000000000004 1.0000000180025095e-35 95.500000000000014 1.0000000180025095e-35 0.24165739710789766 0.80066225165562932 0.88251725271114034 0.88029850746268667 261.50000000000006 35.500000000000007 0.99989646673202526 decision_type=2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 10 2 2 2 8 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 9 -1 -3 8 -8 -5 10 11 13 -12 -4 15 -11 -6 18 20 -20 -13 22 -22 -24 -23 26 -21 -26 -25 -10 right_child=-2 2 3 6 16 -7 7 -9 29 14 12 17 -14 -15 -16 -17 -18 -19 19 25 21 24 23 28 27 -27 -28 -29 -30 -31 leaf_value=-0.0088531535434709235 0.0090513417321447451 -0.0038599969381853212 0.0034041514769492759 0.0013063007170384731 -0.0071344195950422389 -0.0011138086633682577 0.00065580597235699145 -0.015962535845744957 0.0027940511684399635 -0.0022689465952670873 0.0024608094708318839 -0.00048337971713281118 -0.0023580216781877296 -0.003569845793810597 0.00073521299544408237 8.0862764800949567e-05 -0.0039245696880722842 0.0036170751101450068 -0.0027421678038796323 0.0012877121329824231 -0.0034578711820599595 -0.00065530839454637111 -0.0049731384185799157 0.019907344694369843 0.010924183097061725 -0.0046994924864825274 0.02341377241549249 -0.0040706364260731176 -0.00088635055302366793 0.0064590862677061283 leaf_weight=527.03933242289349 682.7489043911919 386.57601887505734 173.38373529678211 622.95636301510967 196.22229112318018 1036.4094523895765 26.239137828815728 13.735950192436574 486.59708355460316 338.75101408641785 356.12508998718113 644.92860190058127 83.768246734980494 37.402347270166501 4109.1760805253871 2197.0951168639585 315.22257718082983 51.436664022505283 183.53830268024467 444.33533797739074 727.22754813486245 186.16882231307682 9.3791670538485068 9.2077015694230777 22.635566811310131 38.671191957313567 4.2039939202368251 7.8741780812852076 3.8362548714503637 99.417653652839363 leaf_count=342156 115548 51566 2606 17053 60944 91504 273 99 8780 2944 3196 9162 1322 614 42659 17466 111755 458 2313 5551 14072 4156 77 87 396 558 23 199 44 3599 internal_value=0 -0.000464685 8.97734e-05 0.000344808 -0.00703237 -0.00185985 0.00209252 -0.00505447 0.00232883 0.000118122 -0.000433213 -0.000774926 0.00154317 0.00216667 0.000365714 -0.000233037 -0.00515607 -0.00104065 -0.00114563 -2.1499e-05 -0.0016136 -0.00236791 -0.00317668 0.00594283 0.000430242 0.00100341 0.00149509 0.00705421 0.0137919 0.00341583 internal_weight=0 13339.6 12301.1 10878.1 1038.48 1422.99 1248.95 39.9751 1208.97 9629.14 2984.12 2544.23 439.893 210.786 6645.02 2535.85 511.445 2333.44 2282.01 670.749 1611.26 966.329 749.651 22.4231 216.679 487.211 448.539 30.5097 13.044 586.015 internal_count=911180 795632 280777 137707 514855 143070 29804 372 29432 107903 44834 40316 4518 3220 63069 20410 172699 37096 36638 8445 28193 19031 14280 208 4751 6132 5574 595 131 12379 is_linear=0 shrinkage=0.01 Tree=730 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 10 1 10 1 1 10 5 5 10 10 10 11 10 10 1 1 40 11 10 1 10 4 11 split_gain=581.385 479.626 60.2466 57.2202 35.5151 33.5683 36.581 26.1277 24.4343 21.9209 28.9191 20.9845 20.4475 19.6344 17.7318 17.602 16.5922 35.1176 22.1918 16.4216 28.7619 26.3232 17.2875 15.6209 15.4706 14.1743 26.291 28.6029 13.246 12.8588 threshold=0.99998754262924205 9.6955882327165472e-06 0.026551560498774003 -39.499999999999993 6.6807518805944721e-07 -8.4999999999999982 0.99473056197166454 6.1150000000000011 -26.499999999999996 9.0500000000000025 -192.49999999999997 -206.49999999999997 3.7350000000000008 3.5000000000000004 1.5000000000000002 5.0850000000000009 5.4450000000000012 5.1150000000000011 0.99989646673202526 8.2000000000000011 7.6900000000000004 -188.49999999999997 -188.49999999999997 1.0000000180025095e-35 0.00048551171494175006 6.1150000000000011 -385.49999999999994 6.8250000000000011 23.500000000000004 0.99766892194747936 decision_type=2 2 2 8 2 8 2 8 10 10 10 10 8 10 10 10 8 10 2 10 10 10 10 2 2 10 8 10 10 2 left_child=1 4 3 12 -1 6 7 23 24 10 11 -9 -3 -8 -14 -10 17 28 -19 20 21 -12 -21 -4 -5 -6 27 -27 -7 -18 right_child=-2 2 5 8 25 16 13 9 15 -11 19 -13 14 -15 -16 -17 29 18 -20 22 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0088424974149550941 0.0090405621061653216 -0.0016077706721759144 0.0011022455383310522 -0.0050203388567194593 -0.0057830418636765695 0.0029637355091128642 0.0041318749774059945 0.0007497699744859589 -0.0010406146396304662 0.0030568988848317909 -0.022162063467586989 0.013304517402401564 0.00084630200960945077 -0.0016156988705070124 -0.001028423776464575 0.007038650771224295 0.00050499968693341066 -0.0057792192460732377 -0.031714868695540216 0.014058431301794148 0.0067080805952189817 -0.0024891121016635729 -0.010932488261738725 -0.014978044305449974 -0.0024164228145186041 0.19015344643822246 -0.0012683701442663146 -0.010028444666682354 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0.00126904 -0.00044113 -0.000827456 -0.00669739 -0.00260512 -0.00215157 -0.00276166 -0.00895585 0.00107939 -0.00330293 -0.00513067 -0.000860803 0.0947892 -0.000504903 0.00148812 internal_weight=0 13327.7 12296.4 4298.21 1031.27 7998.22 5772.04 5213.35 1148.22 956.781 826.138 256.015 3149.99 558.685 2397.76 132.089 2226.19 1854.77 96.6112 570.123 532.121 497.839 38.0022 4256.57 1016.13 508.851 67.4409 0.286148 1758.16 371.412 internal_count=911180 795632 280777 202009 514855 78768 43661 31541 71816 6172 5501 1622 130193 12120 104702 5407 35107 23126 2457 3879 3651 3452 228 25369 66409 172699 21210 79 20669 11981 is_linear=0 shrinkage=0.01 Tree=731 num_leaves=31 num_cat=0 split_feature=4 10 1 1 2 1 2 1 10 4 1 10 10 1 2 4 2 1 2 10 1 10 2 1 1 1 1 2 10 10 split_gain=14.3025 12.5124 27.5381 47.427 24.2453 21.1256 20.0263 20.0604 30.4255 29.8481 26.724 37.4183 27.4342 27.2521 20.8458 26.1502 18.8279 17.1683 17.3382 17.026 23.466 15.0567 14.5718 18.5765 23.2317 30.0468 20.6828 14.9654 20.0615 15.6552 threshold=42.000000000000007 5.4450000000000012 -287.49999999999994 -288.49999999999994 0.62532051282051293 -282.49999999999994 0.98936170212765973 -216.49999999999997 3.9950000000000006 23.500000000000004 -252.49999999999997 5.0050000000000008 5.1350000000000007 -254.49999999999997 0.5325381140598533 22.500000000000004 0.33218390804597703 -11.499999999999998 0.66522988505747138 5.5750000000000011 -306.49999999999994 8.3400000000000016 0.31158186076218869 -133.49999999999997 -192.49999999999997 -202.49999999999997 -87.499999999999986 0.14337101747173689 5.745000000000001 5.5050000000000008 decision_type=10 8 10 10 2 10 2 10 10 8 8 10 10 10 2 8 2 8 2 10 8 10 2 10 10 10 10 2 8 10 left_child=1 6 3 19 5 -4 7 8 14 17 12 -12 -10 -14 15 -1 -15 -9 -19 -3 -21 -22 23 24 25 -7 -25 -28 29 -29 right_child=-2 2 4 -5 -6 22 -8 9 10 -11 11 -13 13 16 -16 -17 -18 18 -20 20 21 -23 -24 26 -26 -27 27 28 -30 -31 leaf_value=0.0056921611667065577 0.014680306180589384 0.0027204868104016432 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2.586404979985673 241.97547583439155 293.34086275135633 26.521060270955786 928.89938446495216 125.84156115911901 121.21250340627739 21.057439963740762 791.56291951664025 14.333399862342047 175.51293701073155 37.934413539071102 leaf_count=4915 307 68080 2370 729 32413 11226 17467 44256 45020 256609 52975 61841 31364 131 20360 57667 294 619 44 13264 26226 1116 60565 8319 19573 1197 41514 1963 25874 2882 internal_value=0 -8.29724e-06 0.000445787 0.00176122 -4.89428e-05 0.000423817 -0.000205404 -0.000314158 -0.000850795 9.13876e-05 -0.00179265 -0.00277647 -0.000316032 0.00212072 -3.6595e-05 0.000538908 0.0148515 -0.00235559 0.0132142 0.00151529 0.000275731 -0.00150181 0.000523816 -0.000106068 -0.00234413 3.95667e-07 0.000470298 -1.89347e-06 -0.00226064 0.00317762 internal_weight=0 13979.9 4231.52 1156.5 3075.02 2395.87 9748.34 9217.65 3967.57 5250.08 1839.58 1104.01 735.568 283.78 2127.99 1590.31 15.8742 455.262 6.97357 1139.69 561.837 319.862 2369 1440.1 294.919 173.707 1145.19 1019.34 227.781 52.2678 internal_count=911180 910873 317311 109415 207896 175483 593562 576095 274567 301528 191625 114816 76809 31789 82942 62582 425 44919 663 108686 40606 27342 173113 112548 31996 12423 80552 72233 30719 4845 is_linear=0 shrinkage=0.01 Tree=732 num_leaves=31 num_cat=0 split_feature=4 5 2 1 1 1 6 2 1 1 5 6 1 1 2 2 2 18 1 6 2 2 6 1 2 1 46 1 1 1 split_gain=14.1508 13.0018 23.4057 22.4332 13.1319 19.7836 11.3813 29.6165 18.907 20.3406 11.801 10.2487 19.0515 8.42585 36.8161 21.859 17.8017 13.7305 30.259 13.5793 12.5732 13.6053 12.7217 11.5073 8.268 8.38136 8.23064 8.0476 7.69596 18.5833 threshold=42.000000000000007 3.5000000000000004 0.2573593073593074 -19.499999999999996 -351.49999999999994 -356.49999999999994 214.50000000000003 0.20701970443349751 -35.499999999999993 -36.499999999999993 5.5000000000000009 238.50000000000003 -320.49999999999994 -63.499999999999993 0.79531763417305601 0.69789381307591059 0.69282051282051293 1.0000000180025095e-35 -31.499999999999996 1.5000000000000002 0.57719393282773568 0.57932875667429451 132.50000000000003 -60.499999999999993 0.13079116179615108 -210.49999999999997 1.0000000180025095e-35 -358.49999999999994 -41.499999999999993 -49.499999999999993 decision_type=10 8 2 10 8 10 2 2 10 10 8 2 8 10 2 2 2 2 10 2 2 2 2 10 2 8 2 10 8 10 left_child=1 28 4 13 5 27 8 11 9 10 24 12 -8 15 17 16 -4 23 20 -16 -19 22 -22 -15 25 -6 -21 -3 29 -1 right_child=-2 2 3 -5 6 -7 7 -9 -10 -11 -12 -13 -14 14 19 -17 -18 18 -20 26 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00010820241043063847 0.01467064702077326 0.0015908826795270163 -0.0022367809302994428 0.02665033374021571 0.0011622687435565156 0.017856694336646613 0.13027278430134062 0.018491319798455898 -0.013045419823956156 0.018414560807675513 0.0023279367264378219 -0.010546834004590014 0.0061505217188283006 0.0037419049038115771 -0.0079449235854944286 -0.0073654009482640118 0.026167391755402059 -0.0072555249550510592 0.13642078780784681 -0.017986172965527954 0.046212779692780689 -0.01022004978138848 0.18664047088988714 -0.0079855743137731347 0.0010912862933212038 -0.0047839407315569708 0.01372581863726966 -0.038860936507082666 -0.00024489597676778533 0.0017792579682590799 leaf_weight=7508.1642306706053 6.5705021601170293 15.099569103389511 300.54533740587067 2.6015328827779731 31.990551591850817 10.844999020337127 0.14186709560453892 10.943766447249798 11.190448608715085 6.0020816364558405 117.18816341250204 7.4598718238994479 0.96356348425615734 10.483868420124052 3.7514385264366892 102.79126884898869 2.2227830620831801 1.387440061720554 0.20352818327955802 0.84959001350216823 0.17679182707797725 0.20286518160719424 0.10157858149614185 41.435383337491658 68.336488016997464 91.520444924826734 22.32202956546098 0.50835925387218672 4877.0952883877326 730.20985509100137 leaf_count=443532 307 1264 44381 146 2246 245 3 454 539 159 10398 1545 151 2035 92 6868 107 198 23 17 56 64 17 5265 15874 5193 1128 48 332508 36317 internal_value=0 -8.22159e-06 -0.00119843 -0.00263652 0.000691294 0.00748205 0.000171722 0.00759106 -0.000271969 0.000181757 -0.00017236 -0.00633605 0.0220799 -0.00279314 0.00015326 -0.00338098 -0.00202825 -0.00461001 0.0206323 0.00970552 0.00802109 0.0520648 0.0974555 -0.00561749 -0.00169964 -0.00324381 0.0125631 0.000273344 6.99367e-05 0.000256317 internal_weight=0 13976.7 861.266 489.075 372.19 26.4529 345.737 19.5091 326.228 315.038 309.036 8.5653 1.10543 486.474 80.9145 405.559 302.768 53.9915 2.0722 26.9231 1.86868 0.481236 0.27837 51.9193 191.847 123.511 23.1716 15.6079 13115.5 8238.37 internal_count=911180 910873 98516 60397 38119 1557 36562 2153 34409 33870 33711 1699 154 60251 8895 51356 44488 7658 358 1237 335 137 73 7300 23313 7439 1145 1312 812357 479849 is_linear=0 shrinkage=0.01 Tree=733 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 1 11 1 6 2 1 6 2 6 2 1 6 1 6 2 11 11 6 2 11 11 2 6 2 2 split_gain=574.611 473.037 59.1504 39.5989 38.8735 38.8658 35.5753 22.0573 18.0996 25.2731 17.5705 13.8092 16.2729 20.4906 15.4443 13.0824 11.7197 20.9056 10.428 18.7407 10.4377 10.2475 10.223 10.098 10.7562 12.9068 28.4026 68.0116 9.88363 77.2205 threshold=0.99998754262924205 9.6955882327165472e-06 0.0016333823441527001 0.98755538463592529 -348.49999999999994 -1.0000000180025095e-35 6.6807518805944721e-07 -244.49999999999997 371.50000000000006 0.35498944829665363 -246.49999999999997 158.50000000000003 0.14337101747173689 233.50000000000003 0.88478556841388711 -348.49999999999994 137.50000000000003 -371.49999999999994 1.0000000180025095e-35 0.59397644927536242 0.18897357583045957 0.99999946355819713 14.500000000000002 0.15434243176178658 1.2869933016190773e-05 1.1116698715341046e-05 0.13363095238095238 80.500000000000014 0.77442071785552036 0.77842377260981921 decision_type=2 2 2 2 10 8 2 10 2 2 10 2 2 2 2 10 2 10 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 4 5 -3 -4 -1 10 28 -10 16 14 13 -13 18 -8 -5 -18 -7 20 -20 -2 -6 24 25 -24 -27 -28 -9 -30 right_child=21 2 3 7 22 11 15 8 9 -11 -12 12 -14 -15 -16 -17 17 -19 19 -21 -22 -23 23 -25 -26 26 27 -29 29 -31 leaf_value=-0.0088311839568420772 0.0067722607789879067 -0.00432614153180265 0.00051145186624264674 0.0012542220546748379 -0.0013781299479730669 -0.00074571012779931195 -0.0074949091099730013 0.0043704586990818894 -0.022216782717533735 0.0021107539141885811 -0.033079103983883695 0.01974511564682652 0.00075009039822778183 -0.003595277090175401 0.0019686010959410094 -0.0040216673015395724 -0.00074148956428780801 -0.017483239091201388 -0.0030804175977448985 -0.00552628611734485 -0.00065992104061955075 0.0097065265047020753 0.002106812536768362 -0.00039282686212463328 0.0023199100213034986 0.024668660070680734 -0.010039623098130432 0.38201225923358251 -0.077927066005291271 0.0019103858074274714 leaf_weight=517.58698578743497 154.70072525914293 389.57282887102338 7055.2678517121822 593.33140579820611 1049.0291939139133 857.61930777388625 157.43016208318295 476.23118263296783 6.4650333076715496 12.579412402585147 1.5288989096879948 10.562407638877632 108.96317048906349 5.8414712084922931 135.81185449333861 348.54635035141837 41.18296951521188 9.1082565411925298 299.26847401051782 149.05685414071195 440.21438667038456 516.02837895299308 2.4591186727629966 428.00338982557878 109.80988895753399 2.0138592669973154 0.10492134431842703 0.076517965528182685 1.2258861493319262 103.14668429270387 leaf_count=342156 17679 47015 57919 16933 61892 11521 48071 8963 43 116 23 84 2202 132 1462 124628 566 66 7973 2954 4324 97869 429 45233 7439 344 30 20 15 3079 internal_value=0 -0.000456348 8.76956e-05 0.000391858 -0.00149484 0.000162142 -0.00698791 0.00206427 0.003445 -0.00614773 0.000780927 -0.00106559 0.00214798 0.0114335 -0.00127966 -0.00510234 0.00086136 -0.00377359 -0.0015323 -0.00229152 -0.0016395 0.00902975 -0.000801788 0.000312747 0.00295102 0.0178406 0.0354652 0.155299 0.00375965 0.000972672 internal_weight=0 13312 12288.5 10307.4 1981.07 9062.61 1023.56 1244.8 599.648 19.0444 645.152 2007.34 125.367 16.4039 1881.97 505.977 643.623 50.2912 1746.16 888.54 739.483 670.729 1591.5 542.468 114.464 4.65442 2.1953 0.181439 580.604 104.373 internal_count=911180 795632 280777 118375 162402 88571 514855 29804 12216 159 17588 30652 2418 216 28234 172699 17565 632 26772 15251 12297 115548 115387 53495 8262 823 394 50 12057 3094 is_linear=0 shrinkage=0.01 Tree=734 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 10 10 46 6 6 10 2 2 2 6 2 10 46 10 18 2 2 4 10 2 2 4 4 11 split_gain=567.992 467.076 59.6418 41.3673 34.1254 34.075 26.1253 25.5174 20.0534 18.3636 15.4317 27.9885 16.4617 13.5655 13.8157 13.2353 13.981 13.2335 13.101 21.3129 12.5931 21.8913 35.0623 16.2651 20.53 26.2368 12.0061 11.9231 15.3689 11.8294 threshold=0.99998754262924205 9.0361113507242425e-06 0.0006371206545736001 0.97252115607261669 6.6807518805944721e-07 5.5250000000000012 3.4350000000000005 8.615000000000002 1.0000000180025095e-35 1.5000000000000002 313.50000000000006 4.4150000000000009 0.26692111959287529 0.40924344112263583 0.39938650306748474 182.50000000000003 0.23132664437012262 9.0500000000000025 1.0000000180025095e-35 6.1150000000000011 1.0000000180025095e-35 0.37263814616755792 0.40924344112263583 29.500000000000004 5.955000000000001 0.57719393282773568 0.24494897959183673 9.5000000000000018 7.5000000000000009 0.18897357583045957 decision_type=2 2 2 2 2 8 10 8 2 2 2 10 2 2 2 2 2 10 2 10 2 2 2 10 10 2 2 8 10 2 left_child=1 4 5 6 -1 8 15 10 -3 -7 18 -12 -13 14 -14 -4 -17 -6 -5 -20 -11 -22 -23 -24 -25 -26 -18 28 -8 -29 right_child=-2 2 3 7 17 9 27 -9 -10 20 11 12 13 -15 -16 16 26 -19 19 -21 21 22 23 24 25 -27 -28 29 -30 -31 leaf_value=-0.0088203680913898474 0.0090189164868326992 -0.0050105486341441886 -0.0007489582295900169 0.00066080455577004779 -0.0054997735258401894 -0.0019784713430995408 0.00012798468309359535 0.0057969184252403749 -0.0019216353729784239 0.0017184139972422612 0.006297924160256688 -0.021708200045827641 -0.010759615377373717 -0.013891906896426102 0.011935352158965748 -0.0043467355716323673 0.027765039171553853 0.0021482755175737558 0.0038621186551494398 3.6968467251730575e-05 -0.0018775589010402735 0.1197477270745211 0.0081887464499940752 -0.010103266024955579 0.014612009569781519 0.12162895283676628 0.0037134665968226888 0.0001545608231867709 -0.0047071303644249038 0.0010692609444032707 leaf_weight=513.06213912117528 664.84955921652727 303.89350562117761 3213.0009097261354 694.2322687972337 464.63729657686781 182.72912010224536 198.20684072026052 147.91757302405313 681.49939993629232 253.50384092837339 16.083655313588679 8.6418812274932879 4.6496094018220919 9.7032268717885 6.3396515548229218 23.514875215478241 2.1205347664654246 23.782267418806441 450.1649664202705 215.34061522874981 4.8187730126082879 0.38472724938765157 3.225827686721459 0.40153323090635218 0.4032754807267338 0.53039083303883672 97.651036602444947 3032.4192915430758 98.365374666405842 2648.8944302788004 leaf_count=342156 115548 45956 25510 10723 160461 6282 2296 11164 73768 19680 205 45 26 55 56 220 15 8883 6455 4207 410 27 179 66 29 28 925 58357 1125 16323 internal_value=0 -0.000452214 8.25465e-05 0.000335282 -0.00701931 -0.00183624 8.33445e-05 0.00184621 -0.00287425 0.000457144 0.00143033 -0.00430367 -0.0101164 -0.00527527 0.002333 -0.00062558 0.0025898 -0.00512737 0.00162186 0.0026244 0.00214765 0.0132915 0.028071 0.020338 0.0496905 0.0754055 0.00422466 0.000478999 -0.0014757 0.000581037 internal_weight=0 13300.1 12298.6 10867.2 1001.48 1431.39 9314.17 1553.07 985.393 445.997 1405.16 45.418 29.3344 20.6925 10.9893 3336.29 123.286 488.42 1359.74 665.506 263.268 9.76453 4.94575 4.56103 1.3352 0.933666 99.7716 5977.89 296.572 5681.31 internal_count=911180 795632 284132 137707 511500 146425 104771 32936 119724 26701 21772 387 182 137 82 26670 1160 169344 21385 10662 20419 739 329 302 123 57 940 78101 3421 74680 is_linear=0 shrinkage=0.01 Tree=735 num_leaves=31 num_cat=0 split_feature=4 5 1 1 1 0 1 1 4 5 1 3 1 3 1 1 1 46 1 3 3 5 5 4 3 1 3 5 3 5 split_gain=13.978 12.7237 13.4327 13.27 16.475 11.0908 18.4744 23.5438 11.6412 9.3097 23.918 10.3365 9.59216 12.9646 9.19022 15.7202 14.9802 17.3117 13.9217 15.8042 14.8029 13.8931 12.1935 11.889 13.8329 11.35 23.2765 9.67111 8.86753 8.74654 threshold=42.000000000000007 2.5000000000000004 -310.49999999999994 -364.49999999999994 -353.49999999999994 1.0000000180025095e-35 -35.499999999999993 -38.499999999999993 25.500000000000004 6.5000000000000009 -346.49999999999994 0.18237250554323722 -312.49999999999994 0.33477011494252878 -34.499999999999993 -48.499999999999993 -33.499999999999993 1.0000000180025095e-35 -63.499999999999993 0.30032679738562096 1.0000000180025095e-35 4.5000000000000009 4.5000000000000009 29.500000000000004 0.59943502824858774 -180.49999999999997 0.16749174917491746 5.5000000000000009 0.40758719884933481 15.500000000000002 decision_type=10 8 8 10 10 2 10 10 10 10 10 2 10 2 10 10 8 2 10 2 2 10 10 8 2 8 2 10 2 10 left_child=1 -1 3 -3 -5 14 7 8 -7 12 -11 -12 -6 -14 15 18 21 23 19 25 22 -16 -20 -18 28 26 -4 -24 -25 -21 right_child=-2 2 5 4 9 6 -8 -9 -10 10 11 -13 13 -15 16 -17 17 -19 20 29 -22 -23 27 24 -26 -27 -28 -29 -30 -31 leaf_value=9.2966442572134896e-05 0.014679200992964325 -0.0038267893885072552 0.010048354913230221 0.00956699328204004 -0.00095467209084075229 0.0051391116526248014 -0.01288999802103666 0.012649091307609456 -0.00068434212358185352 0.094543255572204027 0.056514577518299358 -0.010777768116557722 0.020169230670929378 0.0020062566392914671 0.01928194055532224 -0.0075965812989486009 -0.00060336689309541309 -0.0046805871966425 0.03847113553109948 -0.0015236594788703909 -0.00018111950292898561 -0.030362027060005535 -0.022547071537993579 0.068007028406523992 0.087291866667368434 -0.0071866523853550534 -0.007618150386236997 0.009054574763657057 -0.0038909455537745998 0.019718277200778268 leaf_weight=12536.89259432297 6.4827970066107801 32.61578316433588 12.94575787644135 31.65907667693682 70.705584009934682 40.648935897974297 9.9979074528091569 16.187814354547299 220.72366725944448 0.37804185540880997 0.29408360458910365 1.0199440367869099 5.3756724490085643 14.612448742147533 7.376578736002557 46.632977381232195 1.0253540751291486 15.801527397357859 1.3517352237831826 677.0186339361826 66.425106182228774 0.61036626691929985 1.0207704845815921 0.25314435560721882 0.48310424579540268 89.772993487480562 17.593024711182807 18.877062154002488 0.53214797866530716 1.9439861493301567 leaf_count=751355 307 4395 722 1582 8057 2068 402 328 10571 16 6 114 169 1191 275 4104 89 1756 24 99494 15079 16 10 37 50 5274 2501 1066 23 99 internal_value=0 -8.12951e-06 -0.000910932 0.00184907 0.00334145 -0.00125761 0.000465078 0.000946137 0.000221327 0.00120806 0.0244485 0.00428247 0.000774462 0.00689107 -0.0017738 -0.00193737 0.00408093 -0.000954005 -0.00163983 -0.00205477 0.00214293 0.0154881 0.00940778 0.0247182 0.0451878 -0.00539523 -0.000129106 0.00743339 0.0192859 -0.00146284 internal_weight=0 13940.8 1403.88 156.661 124.045 1247.22 287.558 277.56 261.373 92.3858 1.69207 1.31403 90.6937 19.9881 959.664 933.582 26.0822 18.0953 886.949 799.274 87.6747 7.98695 21.2496 2.29375 1.2684 120.312 30.5388 19.8978 0.785292 678.963 internal_count=911180 910873 159518 15530 11135 143988 13369 12967 12639 9553 136 120 9417 1360 130619 128373 2246 1955 124269 108090 16179 291 1100 199 110 8497 3223 1076 60 99593 is_linear=0 shrinkage=0.01 Tree=736 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 1 11 10 10 10 1 10 10 1 1 10 6 1 6 10 1 1 28 6 11 10 6 10 6 11 split_gain=561.424 461.076 58.5019 40.6301 39.1173 34.4126 34.1578 30.0461 25.2256 24.1977 23.8313 21.4464 20.353 21.9978 72.2928 24.8754 24.1788 18.5729 25.4214 47.3285 18.5108 28.9472 22.2123 18.1552 17.39 17.1085 15.7048 17.0755 15.2629 15.5239 threshold=0.99998754262924205 9.0361113507242425e-06 0.0006371206545736001 0.97252115607261669 -9.4999999999999982 -7.4999999999999991 6.6807518805944721e-07 2.5450000000000004 8.615000000000002 5.3250000000000011 -240.49999999999997 2.6250000000000004 6.1150000000000011 -59.499999999999993 -54.499999999999993 6.1550000000000011 192.50000000000003 -22.499999999999996 8.5000000000000018 5.6350000000000007 -89.499999999999986 -144.49999999999997 1.0000000180025095e-35 32.500000000000007 0.8784809708595277 2.3850000000000002 371.50000000000006 4.1750000000000007 1.0000000180025095e-35 2.7249308004684284e-05 decision_type=2 2 2 2 8 8 2 10 8 10 10 10 10 10 8 10 2 10 2 10 10 10 2 2 2 10 2 10 2 2 left_child=1 6 5 4 7 9 -1 20 10 -3 -5 -9 26 15 -15 -14 -17 23 19 -19 21 -4 24 -11 -23 -7 -12 -28 -21 -30 right_child=-2 2 3 8 -6 25 -8 11 -10 17 12 -13 13 14 -16 16 -18 18 -20 28 -22 22 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0088093128894991841 0.0090079343146168139 -0.001921090746551289 -0.00095157287349298164 0.00016257673951130207 -0.00115382896920941 0.00037907208136771014 -0.0051016542447239431 0.0050372024033909658 0.0057700367004511052 -0.00076528218151643128 0.004208606030708743 0.00060573473973265428 0.0098865026538819626 -0.019658570311075915 0.00191633333113661 0.0010331898964458415 -0.025642405485247859 0.0012327477817332471 0.0024731881894871992 0.11987270289999823 -0.00052998032764047475 -0.0094282574121718025 0.01187170827350029 0.0046000263344532629 -0.032664523754426071 -0.0061682310831069499 0.006656298448546114 -0.020010467406314531 0.11209462309679694 0.029587947622130257 leaf_weight=508.51303461100906 659.01271291286685 855.68045724392869 115.54882520996034 728.03654084564187 2007.9474327589851 48.503909578546882 485.91775881877402 111.18446158803999 147.12616749969311 197.81718285498209 455.06772035825998 6147.114869304467 35.092253798618913 21.443157099187374 56.329286569729447 94.124803812243044 3.5251288935542098 1.7485697511583551 5.5694803295191377 0.53690030798315991 862.58095810003579 61.244429619982839 4.6972739137709132 92.586944967275485 3.399599600583314 225.26781934959581 4.2019094675779325 5.6033067107200623 0.3273876847233621 0.75153551762923598 leaf_count=342156 115548 80634 877 11134 34498 704 169344 820 11164 15518 6440 62031 1255 106 737 1999 18 139 1053 15 6087 386 34 9995 38 38244 54 29 63 60 internal_value=0 -0.00044812 8.16925e-05 0.000331865 8.2345e-05 -0.00182057 -0.00699761 0.0004221 0.00183066 -0.001065 0.00141768 0.000684464 0.00277062 0.000190958 -0.00403223 0.00266528 7.02101e-05 0.00138219 0.0155839 0.0372876 -0.00114544 -0.00401678 -0.00912457 0.000945291 -0.0106502 -0.00500825 0.00393881 -0.00858274 0.0763044 0.0546237 internal_weight=0 13287.5 12293.1 10864.3 9313.72 1428.79 994.431 7305.77 1550.55 1155.02 1403.42 6258.3 675.388 210.515 77.7724 132.742 97.6499 299.338 8.93387 3.36439 1047.47 184.89 69.3413 290.404 64.644 273.772 464.873 9.80522 1.61582 1.07892 internal_count=911180 795632 284132 137707 104771 146425 511500 70273 32936 107477 21772 62851 10638 4115 843 3272 2017 26843 1330 277 7422 1335 458 25513 424 38948 6523 83 138 123 is_linear=0 shrinkage=0.01 Tree=737 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 10 10 6 6 10 2 0 6 4 2 2 10 2 2 10 6 2 4 11 4 4 10 10 10 split_gain=554.947 455.234 57.4259 39.915 34.1882 33.1746 25.2505 24.9285 17.8644 14.965 27.2265 15.8979 13.2436 18.5507 17.5242 13.1768 13.5325 13.1412 12.1827 12.0202 16.5198 13.0215 15.8177 36.2053 15.8485 14.9544 16.6043 49.1502 15.8058 25.1659 threshold=0.99998754262924205 9.0361113507242425e-06 0.0006371206545736001 0.97252115607261669 6.6807518805944721e-07 5.5250000000000012 3.4350000000000005 8.615000000000002 1.5000000000000002 313.50000000000006 4.4150000000000009 0.26692111959287529 1.0000000180025095e-35 150.50000000000003 27.500000000000004 0.40924344112263583 0.39938650306748474 9.0500000000000025 0.90508365508365518 0.28633540372670813 5.7650000000000006 132.50000000000003 0.30048543689320389 29.500000000000004 0.00032736793218645006 19.500000000000004 29.500000000000004 5.8150000000000004 6.2550000000000008 6.9050000000000011 decision_type=2 2 2 2 2 8 10 8 2 2 10 2 2 2 10 2 2 10 2 2 8 2 2 10 2 10 8 10 10 10 left_child=1 4 5 6 -1 -3 12 9 -7 -5 -11 -12 13 -4 -15 16 -13 -6 19 -10 -21 -22 23 -23 25 -24 27 -27 -28 -30 right_child=-2 2 3 7 17 8 -8 -9 18 10 11 15 -14 14 -16 -17 -18 -19 -20 20 21 22 24 -25 -26 26 28 -29 29 -31 leaf_value=-0.0087983390414780177 0.0089968913551618651 -0.0028345128117988681 -0.0013375456053073313 0.0015945734705809314 -0.0054507255400093992 -0.0019529131098067248 0.00047047136489538125 0.0057430243962107745 0.00063376838673449647 0.0062488147785816819 -0.021318900002628732 -0.010585609785796056 0.00024378242608822263 0.0083440482552558249 0.00041373277761327357 -0.013666913827035748 0.011913204331631668 0.0021828052116111196 -0.0063926860408919052 -0.0022713010007072883 0.0053800922949457809 0.011607437982488526 -0.005217245828063234 0.16584809171742343 -0.0070912710124274112 0.096109177816485314 0.0014579339061147733 0.011963048903353058 0.067967932100188311 -0.0003744214821894495 leaf_weight=504.07804664189462 653.25225957226939 980.16732524742838 2010.4880263991654 1356.0094145799521 459.75949301908258 182.25373552786186 5978.0781279893126 146.34392612753436 134.26750958536286 15.997438224963842 8.6862167492508906 4.6549359336495417 1166.5020088404417 36.028079402633011 122.97966132871807 9.7187387347221357 6.2800862416625023 23.715305895777419 15.812084406381471 24.245698371727485 75.387733925832435 0.46021901699714263 2.0312428944744161 0.2273742820834741 2.9398136315867296 1.1258653502445644 3.4167860189918438 1.8103036696556953 1.1517616488272326 1.0124301167670635 leaf_count=342156 115548 119724 16616 21385 160461 6282 78101 11164 10067 205 45 26 8548 283 1223 55 56 8883 346 3859 4919 52 228 38 115 53 315 229 120 78 internal_value=0 -0.000444058 8.09037e-05 0.000328628 -0.00697614 -0.00180559 8.15184e-05 0.00181575 0.000454935 0.00140562 -0.00424594 -0.00996814 -0.000615482 -0.00107749 0.00221059 -0.00519443 0.00233567 -0.00507629 0.00211791 0.00266036 0.00505125 0.00703353 0.0158266 0.0626119 0.0134416 0.0191641 0.0249788 0.0442286 0.0148514 0.0359967 internal_weight=0 13275.6 12288.1 10861.8 987.553 1426.31 9314.08 1547.69 446.143 1401.35 45.3374 29.34 3336 2169.5 159.008 20.6538 10.935 483.475 263.889 248.077 113.809 89.5635 14.1758 0.687593 13.4882 10.5484 8.51715 2.93617 5.58098 2.16419 internal_count=911180 795632 284132 137707 511500 146425 104771 32936 26701 21772 387 182 26670 18122 1506 137 82 169344 20419 20073 10006 6147 1228 90 1138 1023 795 282 513 198 is_linear=0 shrinkage=0.01 Tree=738 num_leaves=31 num_cat=0 split_feature=9 10 1 1 3 1 2 1 10 1 10 10 1 2 2 1 2 1 10 1 1 1 10 10 10 10 3 2 3 2 split_gain=12.6356 11.8102 26.4894 46.7923 29.4368 26.939 19.5691 19.9169 29.2446 26.5607 36.5692 27.1634 26.5844 20.0855 18.4262 18.1421 28.0242 16.4223 16.1631 22.8846 14.9463 61.2091 29.2297 20.8268 19.8796 17.6204 14.9333 29.428 16.6496 16.0573 threshold=inf 5.4450000000000012 -287.49999999999994 -288.49999999999994 0.37341365461847392 -282.49999999999994 0.98936170212765973 -216.49999999999997 3.9950000000000006 -252.49999999999997 5.1250000000000009 5.1350000000000007 -254.49999999999997 0.5325381140598533 0.33218390804597703 -228.49999999999997 0.15018796992481201 -239.49999999999997 5.5750000000000011 -306.49999999999994 -63.499999999999993 -62.499999999999993 7.2950000000000008 6.3250000000000011 7.2000000000000011 5.6050000000000013 0.38913470993117016 0.75110619469026563 0.36032786885245904 0.68772163120567387 decision_type=8 8 10 10 2 10 2 10 10 8 10 10 10 2 2 8 2 10 10 8 10 10 10 8 10 8 2 2 2 2 left_child=-1 6 3 18 17 -6 7 8 13 11 -11 -10 -13 -2 -14 16 -12 -4 -3 -20 22 23 25 -22 -23 -19 27 28 29 -21 right_child=1 2 4 -5 5 -7 -8 -9 9 10 15 12 14 -15 -16 -17 -18 20 19 26 21 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.015247397253728773 0.000523708059412934 0.0026663948923849237 0.0036609115033003382 0.018317390977227416 -0.0095847210291774045 0.00077195176341213353 0.0016719742065337191 9.7305254331811976e-05 -0.0018247462852893893 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220.15763947041705 20.530186808493454 19.543476802005898 11.879056919424327 leaf_count=255 62582 68092 6026 729 2332 156664 17467 301531 45020 72898 637 31364 131 20360 294 37280 4001 3044 13264 2570 189 10116 12884 656 2627 13395 22520 1226 417 609 internal_value=0 -7.2407e-06 0.000435102 0.00173049 -5.073e-05 0.000642859 -0.000199226 -0.000307065 -0.000844222 -0.00177119 -0.00275826 -0.000297257 0.00213135 -4.31153e-05 0.0147124 -0.00632021 -0.00108329 -0.00143723 0.00148476 0.000275627 -0.00175283 -0.000297648 -0.00282142 0.0131089 -0.00141949 -0.00180237 -0.00148759 0.00176828 0.00460229 0.00189325 internal_weight=0 13906.9 4209.07 1148.03 3061.04 2040.36 9697.86 9169.42 3938.11 1825.64 1093.41 732.231 282.722 2112.47 15.8538 228.1 51.2793 1020.68 1131.27 559.128 961.177 406.974 554.204 31.4253 375.549 463.033 317.759 97.6018 77.0716 57.5281 internal_count=911180 910925 317360 109427 207933 158996 593565 576098 274567 191625 114816 76809 31789 82942 425 41918 4638 48937 108698 40606 42911 13588 29323 845 12743 16439 27342 4822 3596 3179 is_linear=0 shrinkage=0.01 Tree=739 num_leaves=31 num_cat=0 split_feature=4 5 38 6 6 46 5 6 24 22 4 4 27 46 6 6 6 6 28 4 5 46 6 6 4 4 4 46 5 5 split_gain=13.6816 12.4893 7.56015 7.5305 19.0105 13.0988 8.42526 10.9033 6.59087 6.44897 6.37901 13.7017 7.78323 6.56998 7.45908 7.26634 5.85332 10.4812 6.44184 8.96357 6.99126 17.5086 10.8676 14.3835 12.0456 9.15809 8.99811 7.81854 8.30485 6.37474 threshold=42.000000000000007 3.5000000000000004 1.0000000180025095e-35 455.50000000000006 340.50000000000006 1.0000000180025095e-35 6.5000000000000009 1351.5000000000002 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 252.50000000000003 283.50000000000006 212.50000000000003 1.0000000180025095e-35 7.5000000000000009 5.5000000000000009 1.0000000180025095e-35 9.5000000000000018 16.500000000000004 29.500000000000004 1.5000000000000002 6.5000000000000009 1.0000000180025095e-35 4.5000000000000009 6.5000000000000009 decision_type=10 8 2 2 2 2 10 2 2 2 10 10 2 2 2 2 2 2 2 10 10 2 2 2 8 10 10 2 10 10 left_child=1 2 8 4 16 -6 -5 -8 9 10 11 13 -12 -1 -15 -16 17 18 20 -20 22 25 27 -24 -25 -22 29 28 -3 -27 right_child=-2 3 -4 6 5 -7 7 -9 -10 -11 12 -13 -14 14 15 -17 -18 -19 19 -21 21 -23 23 24 -26 26 -28 -29 -30 -31 leaf_value=0.0027504390823521797 0.014672241300710471 -0.0067547892445800348 0.0032159926598370327 -0.011027966188470953 -0.0072033190361417004 0.018735017319192082 -0.010371867690175115 0.088376073567211985 0.008669672875453921 -0.0091838260584429475 0.00010521030387377787 -0.0027448632713948352 -0.0079092091773815126 -0.0017844348828027681 0.0029174817080407228 -0.0075498468072501979 -0.0094208645726088468 0.0077616867353783297 0.029013132638799899 0.0022586939155167171 0.057801989282175746 -0.0015841299058636938 0.0036733046420603854 -0.0067163674763064674 -7.4876290834933042e-06 0.01802609848755235 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16.0612 29.6722 20.8216 15.9862 12.4536 threshold=42.000000000000007 3.5000000000000004 0.2573593073593074 -19.499999999999996 -351.49999999999994 -356.49999999999994 -33.499999999999993 -34.499999999999993 -35.499999999999993 -36.499999999999993 5.5000000000000009 0.12560679611650488 0.21889880952380952 -210.49999999999997 -358.49999999999994 -63.499999999999993 0.79531763417305601 0.69789381307591059 0.69282051282051293 -60.499999999999993 -41.499999999999993 -49.499999999999993 0.94494949494949509 0.5325381140598533 0.48846085567193326 1.0000000180025095e-35 1.5000000000000002 0.52960654460459688 1.5000000000000002 1.0000000180025095e-35 decision_type=10 8 2 10 8 10 10 10 10 10 8 2 2 8 10 10 2 2 2 10 8 10 2 2 2 2 10 2 10 2 left_child=1 20 4 15 5 14 7 8 9 10 11 13 -9 -6 -3 17 19 18 -4 -17 21 -1 23 24 -22 26 27 -26 -23 -30 right_child=-2 2 3 -5 6 -7 -8 12 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 22 28 -24 -25 25 -27 -28 -29 29 -31 leaf_value=0.00010950021859381103 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26.405451526166871 102.13636599702295 2.2580552854342377 42.99856490950333 2750.9798827608465 580.12081981817028 299.73330128315138 1012.593616762606 216.26356727001257 400.28186492074747 152.79942625510739 7.6267386810504822 128.54894470126601 19.136848098598421 leaf_count=443532 307 1264 44381 146 2574 245 415 63 156 159 10560 16835 40 5760 48 2045 1237 6868 107 5613 188081 26180 18193 75503 12928 25005 12260 538 9323 814 internal_value=0 -7.9039e-06 -0.0011679 -0.00259184 0.000701576 0.00737451 0.000190469 0.000429221 7.52706e-05 0.000242776 -9.25248e-05 -0.00137132 0.0193035 -0.00333481 0.000243456 -0.00274766 0.000129424 -0.0033186 -0.00198138 -0.0045527 6.80607e-05 0.000256484 -0.000251455 -0.000406381 -8.30823e-05 0.00150939 2.72932e-05 -0.00229131 0.00176711 -0.00117024 internal_weight=0 13902.6 854.482 485.038 369.444 26.2841 343.16 335.819 329.638 326.395 320.352 202.815 6.18171 125.712 15.5039 482.404 79.879 402.525 300.388 53.4735 13048.1 8207.82 4840.28 4540.55 3527.95 776.972 376.69 223.89 727.807 147.686 internal_count=911180 910873 98516 60397 38119 1557 36562 36147 36044 35888 35729 25169 103 8334 1312 60251 8895 51356 44488 7658 812357 479849 332508 314315 238812 50731 25726 13466 36317 10137 is_linear=0 shrinkage=0.01 Tree=741 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 46 5 46 6 11 46 6 3 3 5 6 11 9 3 6 4 11 6 38 46 2 2 4 2 5 split_gain=548.427 448.869 56.376 34.2608 32.6486 27.2104 12.341 15.2013 14.8173 12.0675 11.7966 11.2207 31.2753 10.731 14.4008 11.9704 10.6047 9.9978 9.79897 9.54562 20.8294 13.109 11.019 9.4937 9.99652 15.5532 15.7349 15.8922 13.9938 13.2515 threshold=0.99998754262924205 9.0361113507242425e-06 0.011652591172605703 6.6807518805944721e-07 0.99473056197166454 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 54.500000000000007 0.00048551171494175006 1.0000000180025095e-35 371.50000000000006 0.64729990356798472 0.5818926974664681 1.5000000000000002 115.50000000000001 0.99999946355819713 1068.5000000000002 0.50952467343976793 14.500000000000002 19.500000000000004 0.00032736793218645006 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.88478556841388711 0.76024883359253514 23.500000000000004 0.88956639566395668 6.5000000000000009 decision_type=2 2 2 2 2 2 8 2 2 2 2 2 2 2 10 2 2 10 2 2 10 2 2 2 2 2 2 8 2 10 left_child=1 3 5 -1 23 9 7 13 -8 -3 -5 -9 -13 -6 -15 -16 -2 19 -11 20 -7 -22 -23 24 25 26 27 -4 -27 -29 right_child=16 2 4 10 6 17 8 11 -10 18 -12 12 -14 14 15 -17 -18 -19 -20 -21 21 22 -24 -25 -26 28 -28 29 -30 -31 leaf_value=-0.0087867287980668129 0.0066525485267825459 -0.0039689451170017024 0.0023500766378820185 -0.0070382165011491664 0.0024932786751208883 -0.004028576727096376 4.6549120943785747e-06 0.0042905094693104365 -0.013811740394607159 -0.00034880750663659815 -0.0038143318926342844 0.0056233101641675479 -0.02453141644627933 -0.0027963339320457772 0.0047751146984268654 -0.0099858627522716268 0.0096878285227864954 0.032975837361876578 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split_gain=542.097 443.159 55.3622 34.2877 29.9666 26.6924 24.054 25.5511 20.909 31.432 17.8208 16.2808 15.0339 14.6224 20.7766 20.0139 15.3292 13.1721 12.5978 19.764 26.2651 12.5102 12.4563 16.3644 11.0313 11.1702 10.9755 10.8622 10.8557 16.7274 threshold=0.99998754262924205 9.0361113507242425e-06 0.026551560498774003 6.6807518805944721e-07 0.99473056197166454 2.9150000000000005 5.2250000000000005 0.00042608799412840006 1.0000000180025095e-35 5.5750000000000011 4.8650000000000011 18.500000000000004 0.27320574162679429 6.0450000000000008 1.0000000180025095e-35 0.38913470993117016 0.3686367558239862 6.1150000000000011 0.37529342723004699 8.3400000000000016 0.33477011494252878 28.500000000000004 1.0000000180025095e-35 7.4250000000000007 5.245000000000001 0.00037353503284970005 5.2350000000000012 4.5000000000000009 0.49341991341991348 0.34514106583072107 decision_type=2 2 2 2 2 10 10 2 2 8 10 8 2 10 2 2 2 10 2 8 2 10 2 10 10 2 10 10 2 2 left_child=1 3 6 -1 10 -6 7 -3 12 -10 -4 -7 24 14 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internal_weight=0 13248.4 12275.1 973.367 7979.34 972.373 4295.72 3196.53 1099.19 1.75614 7006.97 745.507 1097.44 3112.3 2405.47 706.831 190.623 478.264 878.682 64.7764 3.77382 516.208 181.418 54.4723 218.756 5.87306 4.18013 273.257 538.718 319.015 internal_count=911180 795632 284132 511500 78768 26472 205364 145672 59692 74 52296 11541 59618 23269 19064 4205 1248 169344 51396 4205 77 2957 1191 340 8222 395 125 1524 3752 2235 is_linear=0 shrinkage=0.01 Tree=743 num_leaves=31 num_cat=0 split_feature=4 5 10 6 46 10 10 6 2 2 10 2 6 18 6 2 2 10 6 2 2 10 6 10 6 46 2 28 2 2 split_gain=13.2848 11.929 13.3159 15.4702 33.0922 14.9041 12.216 23.1746 11.9672 32.0634 23.0724 21.0761 35.2217 16.7455 13.2912 10.6932 10.5876 10.5171 10.8853 15.9855 14.8138 10.2326 9.75568 15.0306 11.495 15.1824 11.7828 10.4023 9.64647 28.4592 threshold=42.000000000000007 2.5000000000000004 7.0450000000000008 15.500000000000002 1.0000000180025095e-35 7.2000000000000011 9.7700000000000014 35.500000000000007 0.53717523493642905 0.31835016835016838 7.6900000000000004 0.33460559796437661 29.500000000000004 1.0000000180025095e-35 21.500000000000004 0.33218390804597703 0.17677696078431374 8.2000000000000011 4.5000000000000009 0.22756041426927498 0.091372912801484213 2.7650000000000001 146.50000000000003 7.5550000000000006 109.50000000000001 1.0000000180025095e-35 0.38784306826178755 1.0000000180025095e-35 0.49184758529020828 0.51869322152341024 decision_type=10 8 8 2 2 8 10 2 2 2 10 2 2 2 2 2 2 10 2 2 2 8 2 8 2 2 2 2 2 2 left_child=1 2 28 4 -4 -6 21 -8 9 10 16 12 -11 22 -10 -14 -5 18 -7 20 -20 -3 24 -24 -13 26 -26 -25 -1 -30 right_child=-2 6 3 8 5 17 7 -9 14 11 -12 13 15 -15 -16 -17 -18 -19 19 -21 -22 -23 23 27 25 -27 -28 -29 29 -31 leaf_value=-0.00029261064481223676 0.014619351905413915 -0.0053938738849826752 0.0026155415338210107 0.002293050607420008 0.0080499489877031948 -0.00097013776518838069 0.0099147221387418678 -0.0057519178379618601 -0.0098272597795548821 0.021131518372815884 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1.0000000180025095e-35 1.0000000180025095e-35 17.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 8 2 8 2 2 2 10 10 10 2 2 10 2 10 10 8 2 2 2 2 8 left_child=1 3 5 -1 12 6 18 -5 11 13 -2 -6 26 14 16 -15 22 -18 24 20 21 -20 -7 -24 25 -3 27 28 29 -4 right_child=10 2 4 7 8 9 -8 -9 -10 -11 -12 -13 -14 15 -16 -17 17 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00876392550166245 0.0065955524496374342 -0.010107819029756779 0.0027923099414628562 -0.0069998282513234911 0.0051059714092940378 -0.0019919901674888296 -0.0012834679791800285 -0.0037582554390935981 0.003312145468687282 0.022595180443476259 0.0096779386553496501 0.00060457422571169768 -0.012415633105226007 -0.0014928133023905128 0.0010575047260682603 5.2508182705428402e-05 -0.0034972596108137099 -0.0011088596822786095 0.0057165662042472365 -0.0026413794054049766 0.0052251241117947421 0.093759510001654389 0.015226606619962326 0.0027349173148991548 -0.0046951109220879804 0.090403991802884498 0.0042934624282656925 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9.33577 10.7095 8.53051 8.4463 7.98473 7.9781 threshold=42.000000000000007 5.4450000000000012 29.500000000000004 2.3350000000000004 5.5750000000000011 5.5950000000000006 1.0000000180025095e-35 1.0000000180025095e-35 5.1050000000000013 5.5650000000000004 1.0000000180025095e-35 6.3850000000000007 5.8150000000000004 28.500000000000004 6.6750000000000007 7.2000000000000011 1.0000000180025095e-35 1.0000000180025095e-35 7.6900000000000004 13.500000000000002 15.500000000000002 6.8250000000000011 5.7950000000000008 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.3650000000000011 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=10 8 8 10 8 8 2 2 10 10 2 8 10 10 8 8 2 10 10 10 10 10 8 2 2 2 8 2 2 2 left_child=1 2 3 -1 6 7 9 -6 28 -3 11 12 22 26 -13 19 17 -17 -19 -16 21 -21 23 24 25 -7 -14 -10 -4 -5 right_child=-2 4 8 29 5 10 -8 -9 27 -11 -12 14 13 -15 15 16 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 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52.1651 0.676896 129.504 117.907 97.5154 55.718 40.5873 1030.66 5171.72 3175.02 internal_count=911180 910873 593562 247202 317311 277636 39675 5081 346360 39634 272555 97638 28313 16433 69325 67329 61523 37150 37115 5806 4733 138 11880 11223 9708 7430 7476 102912 243448 235029 is_linear=0 shrinkage=0.01 Tree=746 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 46 10 10 10 10 46 10 10 10 0 10 10 10 40 10 5 28 28 11 10 0 10 5 10 10 split_gain=529.13 431.497 53.4134 34.3417 33.14 28.5497 27.1422 24.7544 18.8895 17.6818 17.5125 16.8143 34.5775 16.8108 15.2483 13.3778 13.3067 13.0999 12.8323 12.5445 12.4064 12.0613 11.6058 10.8242 10.6424 18.2128 22.2558 19.0265 17.4504 14.3667 threshold=0.99998754262924205 9.0361113507242425e-06 0.0043998162727802515 6.6807518805944721e-07 0.98755538463592529 1.0000000180025095e-35 2.9150000000000005 2.5450000000000004 3.9950000000000006 2.5750000000000006 1.0000000180025095e-35 6.4450000000000012 5.8550000000000013 6.1150000000000011 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559 88799 27455 4135 878 55 4262 5860 9579 47856 20879 83 145 23 292 6984 97869 23234 5684 430 339 62 3644 internal_value=0 -0.000427872 7.74661e-05 -0.00688573 0.000426633 -0.00117001 0.00195884 0.000200884 -0.000587309 0.000437157 0.00117037 -0.000222154 -0.000873448 0.00248057 -0.00211894 -0.00299704 -0.00379745 -0.00496839 0.000382944 0.00039677 -0.0172772 -0.000367259 -0.00434475 0.00895145 0.000374128 0.000752004 0.00110376 -0.000426121 4.99092e-05 0.000583127 internal_weight=0 13222.3 12262.7 959.579 9581.01 2681.72 1230.35 8350.65 2033.25 7027.28 959.857 465.31 416.427 494.547 576.791 648.467 494.806 473.35 6946.14 6938.97 12.4655 403.962 445.215 630.143 6919.34 3588.18 2884.92 715.162 659.029 595.126 internal_count=911180 795632 284132 511500 101779 182353 29804 71975 116937 61635 13398 5001 4123 8397 28138 65416 55837 169344 61076 60993 78 4045 54840 115548 60848 33393 27709 4475 4136 3706 is_linear=0 shrinkage=0.01 Tree=747 num_leaves=31 num_cat=0 split_feature=4 5 2 1 1 1 6 2 1 1 5 6 1 1 2 4 6 1 1 2 1 2 2 6 6 6 2 2 2 5 split_gain=12.9012 11.6591 22.2347 21.017 12.339 18.8324 10.8884 28.2479 18.2899 19.1297 10.9079 9.98991 15.8978 8.28495 16.6807 13.1099 16.6232 20.0659 16.1933 12.0827 13.3649 11.6204 25.7223 26.4585 14.2974 13.7264 14.1738 12.9454 12.7069 12.1821 threshold=42.000000000000007 3.5000000000000004 0.2573593073593074 -19.499999999999996 -351.49999999999994 -356.49999999999994 214.50000000000003 0.20701970443349751 -35.499999999999993 -36.499999999999993 5.5000000000000009 238.50000000000003 -320.49999999999994 -38.499999999999993 0.94494949494949509 19.500000000000004 15.500000000000002 -250.49999999999997 -49.499999999999993 0.59921259842519692 -44.499999999999993 0.5325381140598533 0.48846085567193326 3.5000000000000004 76.500000000000014 1.0000000180025095e-35 0.63673020527859248 0.49844720496894418 0.52960654460459688 1.5000000000000002 decision_type=10 8 2 10 8 10 2 2 10 10 8 2 8 8 2 10 2 10 10 2 8 2 2 2 2 2 2 2 2 10 left_child=1 13 4 -4 5 -3 8 11 9 10 -6 12 -8 15 21 16 17 -1 -17 -18 -21 22 24 -24 -15 26 -23 -25 -29 -28 right_child=-2 2 3 -5 6 -7 7 -9 -10 -11 -12 -13 -14 14 -16 18 19 -19 -20 20 -22 25 23 27 -26 -27 29 28 -30 -31 leaf_value=0.0016811426556740049 0.014580926718132428 0.00025204586826221137 -0.002711153229333488 0.025493304823494021 -0.0016177463984487755 0.017494795014609463 0.11364581353612374 0.018192294519977212 -0.012962413722900868 0.017797216643593291 0.0022799569443691286 -0.010446572600905294 0.0062087964087743008 -0.00095499203019688351 0.0020753279514465371 0.00022740569726095142 0.0016900228734360364 -0.0025433906735334304 0.0016555926504461472 -0.0020620805655386818 -0.02368496188938056 -0.0031622698731873389 0.0023819625254481842 0.012975920802426533 0.0010701612418709931 -0.0025027048753199321 -0.00039790999346754272 -0.0038032210341543914 0.012695640719894277 0.0037155929854850583 leaf_weight=140.77429585240316 6.0645625012693918 15.438274496991653 479.18228199449368 2.6566679328097953 189.12398917187238 10.741309787379578 0.16069637518376112 10.833652020199223 10.907683002937118 6.0652746850973918 115.73972308792872 7.3362204008735716 0.9637169399647989 2145.8082379082916 282.49935508868657 6453.084961565095 319.7371465722681 558.51366371242329 905.2704280790058 60.631814175867476 2.9999365474213837 112.44063283584546 604.30678984953556 5.1629046103917053 416.2312555272365 519.73792915872764 218.91805094724987 122.7726497859112 4.852508980606216 107.27185146784177 leaf_count=7608 307 1312 60251 146 23313 245 3 454 539 159 10398 1545 151 141558 17814 360286 31585 42673 41718 8231 144 6795 39659 477 38448 45408 14582 8885 405 6081 internal_value=0 -7.59441e-06 -0.00114282 -0.00255565 0.000710535 0.00732663 0.000202792 0.00749945 -0.000234647 0.000211855 -0.000138006 -0.00619249 0.0215632 6.66659e-05 -0.000277811 0.000251943 -0.000775476 -0.00169295 0.00040311 0.000898044 -0.0030815 -0.000433949 -0.000152371 0.00149384 -0.000625984 -0.00140327 -0.000100537 -0.00254791 -0.00317591 0.00095487 internal_weight=0 13830.2 849.149 481.839 367.311 26.1796 341.131 19.2943 321.837 310.929 304.864 8.46063 1.12441 12981 4540 8441.01 1082.66 699.288 7358.36 383.369 63.6318 4257.5 3299.13 737.095 2562.04 958.368 438.631 132.788 127.625 326.19 internal_count=911180 910873 98516 60397 38119 1557 36562 2153 34409 33870 33711 1699 154 812357 320112 492245 90241 50281 402004 39960 8375 302298 229432 49426 180006 72866 27458 9767 9290 20663 is_linear=0 shrinkage=0.01 Tree=748 num_leaves=31 num_cat=0 split_feature=4 5 1 1 1 5 1 18 1 3 1 4 3 1 1 3 3 1 4 3 3 1 18 3 3 3 1 1 3 3 split_gain=12.7647 11.4692 12.9768 12.7873 18.468 8.90673 20.5492 9.79193 9.32334 12.7049 7.9338 14.4553 21.0929 20.134 16.7587 13.8994 15.4736 10.6881 9.2441 12.7493 11.1463 7.89456 9.31149 7.68938 7.68555 15.8557 22.1985 10.8033 10.5957 12.0205 threshold=42.000000000000007 2.5000000000000004 -310.49999999999994 -361.49999999999994 -353.49999999999994 6.5000000000000009 -346.49999999999994 1.0000000180025095e-35 -312.49999999999994 0.33477011494252878 -38.499999999999993 19.500000000000004 0.55594679186228502 -239.49999999999997 -49.499999999999993 0.31281565656565663 0.31838294448913923 -42.499999999999993 17.500000000000004 0.72792207792207797 0.4817045961624275 -19.499999999999996 1.0000000180025095e-35 0.20112359550561798 0.87439320388349528 0.87577160493827166 -83.499999999999986 -59.499999999999993 0.50155279503105599 0.4817045961624275 decision_type=10 8 8 10 10 10 10 2 10 2 8 10 2 10 10 2 2 10 10 2 2 10 2 2 2 2 10 8 2 2 left_child=1 10 3 -3 -5 8 -7 -8 -6 -10 11 12 13 15 24 -1 -17 -15 19 20 -12 22 -20 -16 28 26 -26 -28 29 -13 right_child=-2 2 -4 4 5 6 7 -9 9 -11 18 14 -14 17 23 16 -18 -19 21 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.0031367178047157001 0.014571715491703767 -0.0034130505185509495 -0.0012123868243952168 0.010500365845911058 -0.00090252043164961815 0.085206133129480013 -0.010780821540384735 0.053914666653531729 0.020017044780591634 0.0020004641849836564 0.00026742725870326165 0.0001620596998671757 0.00063209427368252091 -0.0029470819851054372 0.0034207059275516618 0.020626213887042808 0.0029626645856962921 -0.012502956717013888 -0.00041947841002466644 -0.0032189309879618998 0.0056258126789385798 0.001638352380210636 -0.0095088719673489079 0.0012123017153197356 -0.0039362016739829375 0.00080463165495972002 0.0135349567020129 -0.0077938984841133783 -0.00044672039129957749 0.001715246695169417 leaf_weight=38.847453766735271 6.0079954931279635 35.55975784373004 1233.7412080335198 28.151597765157931 70.151772395940498 0.413667746586725 1.0013451622216951 0.30526988697238255 5.3576766820042421 14.526188677235039 72.059923853725195 2483.7790696261218 503.29990230378462 406.41101171448827 204.53057065070607 5.384603834419976 62.81682735827053 12.05183068057522 4011.0031748839538 39.283510307781398 84.159431558742654 190.49813422275474 11.302413815457838 688.07494298991514 12.965687743038869 866.24493721016916 27.652278394671157 2.597875502076934 2093.7127855769941 623.3332984134322 leaf_count=2295 307 4810 143988 1167 8057 16 102 18 169 1191 11448 107685 42656 32188 4496 65 4596 732 262478 9037 8968 15402 509 35750 929 33208 574 204 155068 23067 internal_value=0 -7.52279e-06 -0.000869298 0.00185335 0.00341516 0.00124135 0.0237811 0.00433425 0.000810685 0.006855 8.87139e-05 0.000275809 -0.000831018 -0.00223229 0.000438416 0.00163772 0.00435723 -0.00322229 -0.000252164 0.00187355 0.00315413 -0.000350811 -0.000445019 0.00171833 0.000251442 0.00109955 0.00701107 0.0117032 0.000103135 0.000473652 internal_weight=0 13829.2 1389.21 155.467 119.908 91.7559 1.72028 1.30662 90.0356 19.8839 12440 8031.7 1028.81 525.512 7002.89 107.049 68.2014 418.463 4408.31 195.503 156.219 4212.8 4022.31 892.606 6110.29 909.461 43.2158 30.2502 5200.83 3107.11 internal_count=911180 910873 159518 15530 10720 9553 136 120 9417 1360 751355 443513 82532 39876 360981 6956 4661 32920 307842 29453 20416 278389 262987 40246 320735 34915 1707 778 285820 130752 is_linear=0 shrinkage=0.01 Tree=749 num_leaves=31 num_cat=0 split_feature=4 10 1 1 6 6 2 6 1 10 2 1 2 1 4 6 10 6 1 1 10 2 2 1 1 1 1 2 10 10 split_gain=12.6297 10.91 25.0262 46.164 24.2178 26.6057 28.7475 24.2117 23.567 25.852 20.1845 19.4935 25.3503 18.7735 38.0331 28.4441 26.9803 32.0106 19.7269 18.4243 53.6846 18.3064 32.5143 21.2822 17.8588 17.329 17.1014 16.5145 16.3097 16.0177 threshold=42.000000000000007 5.4450000000000012 -287.49999999999994 -288.49999999999994 786.50000000000011 6.5000000000000009 0.68208556149732635 63.500000000000007 -317.49999999999994 5.4450000000000012 0.028778467908902653 -282.49999999999994 0.028778467908902653 -122.49999999999999 23.500000000000004 1.5000000000000002 4.1150000000000011 76.500000000000014 -133.49999999999997 -63.499999999999993 7.6900000000000004 0.31158186076218869 0.40553289138194804 -78.499999999999986 -11.499999999999998 -67.499999999999986 -42.499999999999993 0.66522988505747138 5.2150000000000007 6.285000000000001 decision_type=10 8 10 10 2 2 2 2 8 10 2 10 2 10 8 2 10 2 10 10 10 2 2 10 10 10 10 2 10 8 left_child=1 13 3 7 5 -4 11 -3 9 -9 29 12 -7 15 24 -1 17 18 -17 25 -21 -13 23 -23 28 -8 -24 -26 -15 -10 right_child=-2 2 4 -5 -6 6 19 8 10 -11 -12 21 -14 14 -16 16 -18 -19 -20 20 -22 22 26 -25 27 -27 -28 -29 -30 -31 leaf_value=7.9808465695224996e-05 0.014562627384914061 0.0019919299856997631 -0.00087079140246468928 0.018195223820080941 -0.012149312229208875 0.11937190645690025 -0.0019595880743322998 0.050443647139229608 -0.020328989452374231 0.0014757288184796822 -0.0074418943380679973 0.00064453591244856853 -0.0094749652358521348 -0.0040243096950638877 0.00049654065513026846 -0.001344150770698508 -0.0026166832983483129 0.0021384525721875923 -0.015443086091061254 -0.005090865438004283 0.013776062323694008 0.0020332770004344021 0.0019192813566992033 0.0086448722075406961 0.0012065239568172087 -0.010415331144080065 -0.0053685928856238088 0.033053495334681202 0.001050452777185422 0.018311594880130646 leaf_weight=2510.8925943393842 5.9519084118073797 982.04378817352699 1604.9017233448685 16.685856708791107 16.463745388493408 0.15392649546265857 55.35103672510013 1.0989450789056707 1.3388364373240609 56.917511763167568 74.459385985683184 717.17776231127209 19.146718061179854 313.77714654919691 4554.4520497596823 757.29804507549852 1067.982679313398 345.016396708088 10.055783877091015 46.015898705518339 22.43441334576346 77.771730439853854 275.90427329926752 130.17966924700886 4.3297854093834749 43.115495694102719 36.452137296146248 2.6097027242649347 79.345128169981763 5.398486374411732 leaf_count=129030 307 87062 67663 729 1136 5 5172 15 217 5307 15920 74336 2346 27340 222972 28802 160379 14980 283 1863 1099 7293 31996 7969 619 1051 5967 51 9106 165 internal_value=0 -7.45096e-06 0.000419074 0.00168437 -5.37663e-05 1.19861e-05 0.00100712 0.00143866 -0.00246422 0.00240328 -0.00594213 0.00152497 -0.00844739 -0.000192419 0.000236868 -0.000645798 -0.00148141 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threshold=42.000000000000007 3.5000000000000004 0.2573593073593074 -19.499999999999996 5.4450000000000012 -287.49999999999994 -288.49999999999994 0.37341365461847392 -282.49999999999994 5.5750000000000011 -308.49999999999994 0.82683658170914553 29.500000000000004 -216.49999999999997 23.500000000000004 3.9950000000000006 -252.49999999999997 5.1350000000000007 5.1350000000000007 -254.49999999999997 0.53361581920903967 23.500000000000004 -228.49999999999997 0.85037313432835837 0.33218390804597703 6.0750000000000011 -11.499999999999998 0.66522988505747138 0.45848997493734339 2.2250000000000005 decision_type=10 8 2 10 8 10 10 2 10 10 8 2 10 10 10 10 8 10 10 8 2 10 8 2 2 10 10 2 2 10 left_child=1 4 -3 -4 11 6 9 -7 -9 -6 25 13 -13 15 26 20 18 -18 -17 -20 21 -1 23 -19 -21 -11 -15 -28 -22 -30 right_child=-2 2 3 -5 5 7 -8 8 -10 10 -12 12 -14 14 -16 16 17 22 19 24 28 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.0056361817643228278 0.014553659270722108 0.00071124554312901832 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240.40732956351712 1.7266662110341702 469.80794875411084 1437.5175938075408 148.42692479834659 7.5136353394482276 13.240576779237015 109.25861886877101 4.1116218985989681 2.6016184657346457 0.66962515516206522 7.0526975730899721 leaf_count=5031 307 38119 60251 146 64797 44610 331 2145 119532 5439 20610 9307 15827 41803 236397 39235 66655 3476 26515 111 17600 55707 32062 343 249 3586 616 42 36 295 internal_value=0 -7.38331e-06 -0.00112387 -0.00252344 6.55597e-05 0.000555914 0.0017178 0.000129815 0.000764052 0.00142379 -0.000189699 -0.000131058 0.00145612 -0.000249283 0.00013633 -0.000769421 -0.00171634 -0.00267856 -0.000258116 0.00250611 1.09714e-05 0.000534637 -0.00700938 -0.00152018 0.0153534 0.00218974 -0.00236895 0.0125068 -0.00167205 -0.015521 internal_weight=0 13826.7 847.937 481.056 12978.8 3714.65 996.742 2717.91 1825.52 981.454 447.514 9264.15 642.224 8621.92 4951.24 3670.68 1658.4 999.119 659.285 255.375 2012.28 1534.75 191.547 43.1202 14.9672 182.425 422.096 6.71324 477.53 7.72232 internal_count=911180 910873 98516 60397 812357 261050 94763 166287 121677 94432 29635 551307 25134 526173 278858 247315 168646 102536 66110 26875 78669 60738 35881 3819 360 9025 42461 658 17931 331 is_linear=0 shrinkage=0.01 Tree=751 num_leaves=31 num_cat=0 split_feature=9 5 3 1 6 0 1 1 1 5 1 1 3 6 1 6 6 5 1 3 1 3 6 1 3 6 1 1 6 1 split_gain=11.3507 11.0516 14.6772 14.7946 16.7557 16.2406 13.2243 20.7018 12.5605 11.8932 23.3279 26.0385 21.2376 18.7558 19.4245 19.4705 45.1999 13.2592 12.9036 11.7559 10.1468 9.45519 9.37948 8.9497 8.77862 9.95374 11.82 8.74547 9.64625 7.94992 threshold=inf 3.5000000000000004 0.73703419131771042 -36.499999999999993 340.50000000000006 1.0000000180025095e-35 -351.49999999999994 -356.49999999999994 -19.499999999999996 5.5000000000000009 -63.499999999999993 -35.499999999999993 0.37341365461847392 15.500000000000002 -323.49999999999994 225.50000000000003 396.50000000000006 6.5000000000000009 -222.49999999999997 0.5818926974664681 -75.499999999999986 0.87439320388349528 3.5000000000000004 -60.499999999999993 0.61781229345670863 1.0000000180025095e-35 -66.499999999999986 -223.49999999999997 17.500000000000004 -41.499999999999993 decision_type=8 8 2 10 2 2 8 10 10 10 8 10 2 2 10 2 2 10 8 2 10 2 2 10 2 2 8 8 2 8 left_child=-1 29 8 6 5 -5 7 -4 9 18 13 12 -12 24 15 -15 -17 -18 27 -10 -20 23 -9 -8 -11 26 -26 -3 -29 -2 right_child=1 2 3 4 -6 -7 21 22 19 10 11 -13 -14 14 -16 16 17 -19 20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.015072562571365697 0.00025528085637486581 -0.00085599461743324928 -0.0019299510527492983 -0.008321167822147861 0.027067505709410914 0.025740112929673299 0.0029689272703098224 0.051993550655447737 -0.002773118448424856 0.0022443276201692224 0.0064419456568552873 -0.015476015698984141 -0.0067863653469290132 -0.0011672838545926873 -0.0091583783676851323 0.2484198747821868 -0.010126540638057449 0.097078680488454958 -0.0057469341494962327 0.034651594728620137 -0.0015488753824544864 -0.0023294164069695453 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0.0020815 0.000433826 0.00802216 -0.00193978 -0.00204723 -0.000119099 0.00320362 0.00452975 -0.00347551 -0.00799451 0.0262156 0.0705138 0.0290795 -0.00306796 0.0172976 -0.00436523 -0.000327888 0.0179889 0.00194416 0.000513031 -0.00866049 -0.0323073 -0.000550566 0.0207588 6.56431e-05 internal_weight=0 13824.8 847.582 239.911 11.1227 6.59884 228.789 20.8707 607.67 604.295 209.174 105.114 98.1466 104.059 48.7855 1.60514 0.613179 0.497347 395.121 3.37516 260.751 207.918 10.4277 97.3784 55.2737 8.7755 1.47989 134.37 1.89872 12977.2 internal_count=911180 910925 98519 33397 446 357 32951 1465 65122 64968 12260 8587 8288 3673 2132 365 264 252 52708 154 37141 31486 231 24190 1541 348 88 15567 158 812406 is_linear=0 shrinkage=0.01 Tree=752 num_leaves=31 num_cat=0 split_feature=9 5 2 6 6 2 3 3 5 6 5 6 6 3 5 6 6 2 2 2 2 6 3 3 6 5 2 3 3 3 split_gain=11.2314 10.8559 10.8447 8.85792 8.78699 11.3873 13.2094 41.5437 12.6903 10.9872 8.64804 8.36744 31.1516 12.2141 16.7076 16.1021 19.6082 8.90387 10.6124 8.18773 7.86733 7.11072 7.68599 13.8592 10.3934 9.32818 13.1264 9.58248 19.2169 58.3611 threshold=inf 2.5000000000000004 0.64326765188834167 488.50000000000006 188.50000000000003 0.52960654460459688 0.74478940512375169 0.77836257309941537 3.5000000000000004 200.50000000000003 6.5000000000000009 53.500000000000007 59.500000000000007 0.16749174917491746 3.5000000000000004 143.50000000000003 87.500000000000014 0.85307609282245023 0.89596861471861489 0.55440163581575563 0.83424908424908439 24.500000000000004 0.95469208211143708 0.94754041967664271 5.5000000000000009 5.5000000000000009 0.62532051282051293 0.5818926974664681 0.58637267904509294 0.58363746958637475 decision_type=8 8 2 2 2 2 2 2 10 2 10 2 2 2 10 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 left_child=-1 -2 3 4 21 6 -6 -8 9 19 -5 -4 -13 14 15 16 -14 -18 -19 -7 -16 22 23 25 -24 27 -27 -3 29 -29 right_child=1 2 11 10 5 8 7 -9 -10 -11 -12 12 13 -15 20 -17 17 18 -20 -21 -22 -23 24 -25 -26 26 -28 28 -30 -31 leaf_value=0.015064155543892179 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0.25088521157158539 0.10849776642862707 0.15459762082900852 0.045908771455287933 1.3419186878018079 201.45859045773977 74.413861037814058 9.354104408354031 14.462633652554358 137.38827539177146 9.8520523892948386 4.498705063131637 319.63045833236538 0.84693804272683326 leaf_count=255 751398 24251 15388 3127 9814 36 737 3354 554 639 36 523 62 4642 28 83 23 41 17 47 285 55527 2311 159 3196 5395 97 398 28676 81 internal_value=0 -6.55307e-06 -0.000845616 -0.000435541 -0.00033409 0.00323373 0.00180059 0.00686153 0.0154495 0.026966 -0.00808334 -0.00275197 0.00307698 -0.00269853 0.0165476 0.0423409 0.0650702 0.106323 0.0656792 0.104605 -0.00668407 -0.000552676 -0.000156625 0.000164238 -0.0029413 1.57208e-05 0.0022765 -0.000525772 0.000653164 0.0194567 internal_weight=0 13824.6 1387.24 1141.66 1126.72 65.0444 58.2147 27.3464 6.8297 3.98514 14.9464 245.582 22.3825 18.0553 2.78821 1.32126 0.927908 0.513981 0.263095 0.174303 1.46695 1061.67 860.213 771.336 88.8765 761.982 147.24 614.742 324.976 5.34564 internal_count=911180 910925 159527 138435 135272 15181 13905 4091 1276 722 3163 21092 5704 5181 539 226 143 81 58 83 313 120091 64564 59057 5507 58898 5492 53406 29155 479 is_linear=0 shrinkage=0.01 Tree=753 num_leaves=31 num_cat=0 split_feature=4 6 6 38 22 24 27 3 3 6 3 3 3 4 6 13 6 6 6 4 6 3 6 6 6 6 6 3 0 3 split_gain=12.1357 8.24554 9.32602 7.48091 7.16001 7.11602 6.49374 6.32758 10.0949 10.8264 6.1801 28.7848 20.8724 16.9106 13.3591 13.7049 16.8622 12.5506 15.8574 12.2431 13.1414 12.4334 16.6317 12.0304 13.4967 11.7966 14.2049 11.457 13.1265 11.3222 threshold=42.000000000000007 414.50000000000006 396.50000000000006 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.69951456310679616 0.75103305785123975 1.5000000000000002 0.4817045961624275 0.50155279503105599 0.5884438881935754 29.500000000000004 270.50000000000006 1.0000000180025095e-35 7.5000000000000009 12.500000000000002 10.500000000000002 28.500000000000004 17.500000000000004 0.68783602150537648 47.500000000000007 4.5000000000000009 1.0000000180025095e-35 27.500000000000004 28.500000000000004 0.16749174917491746 1.0000000180025095e-35 0.68703358208955234 decision_type=10 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 10 -5 9 -9 13 23 14 -1 15 -13 -17 18 -14 -19 -21 22 25 24 -12 -22 -27 28 -15 -28 right_child=-2 -3 -4 7 -6 -7 -8 8 -10 -11 11 12 17 27 -16 16 -18 19 -20 20 21 -23 -24 -25 -26 26 29 -29 -30 -31 leaf_value=-0.0009667375672510163 0.014515429626529857 -0.0021257669876678558 0.0067491481377391586 0.0011608563079025056 -0.0087338189663941773 0.0090609030919586182 -0.0072353879641491514 0.024313749983268868 0.0028314814651200664 -0.00092240378985826259 0.00044221972715138955 -0.0017936138214042462 -0.00013297733147799986 0.0015530260998914444 0.0041588877048181613 0.049605946868478926 -0.0064839927111151642 0.0017456301577747507 -0.0038897700627680077 0.0030947249124589093 -3.8129773623808048e-06 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7.22076 9.42481 7.04368 8.3692 9.14203 7.05629 32.0342 20.2455 13.086 11.9676 11.2731 14.5049 15.0625 19.4879 12.7772 10.214 14.1811 17.2639 12.9262 17.1373 22.775 9.61878 8.90619 threshold=inf 3.5000000000000004 0.2573593073593074 214.50000000000003 0.20701970443349751 238.50000000000003 230.50000000000003 438.50000000000006 396.50000000000006 1.0000000180025095e-35 0.30048543689320389 0.28147007042253525 0.49844720496894418 0.4817045961624275 0.41476388168137007 258.50000000000006 1.0000000180025095e-35 0.31158186076218869 0.18773496240601503 303.50000000000006 1.5000000000000002 478.50000000000006 3.5000000000000004 1.0000000180025095e-35 366.50000000000006 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 414.50000000000006 1.0000000180025095e-35 decision_type=8 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 10 2 2 2 left_child=-1 9 3 -3 5 6 -5 8 -6 12 11 -11 14 16 17 -16 29 18 19 20 -2 28 25 24 -24 26 -15 -28 -20 -14 right_child=1 2 -4 4 7 -7 -8 -9 -10 10 -12 -13 13 22 15 -17 -18 -19 21 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.015043515781413823 -0.00039139102875951196 0.0002957138584673395 -0.002462270713643602 0.00052541590639084638 0.017438141396234789 -0.0078798191846365991 0.055970087676472734 -0.011142218382432937 0.059909507662972317 0.0041441042356852083 -0.0011267684923434715 0.018103928493817156 0.00033589831378101539 -0.00062549326517195793 -0.0019228997748919987 0.0026072112270606341 -0.00068063852792505665 0.00074404850012935609 -0.0011600116366959855 -0.004915369417612777 0.0010462322233250809 0.0067694621234084306 -0.0039219836698320574 0.0016364469080094384 0.01148907742298071 0.0027637959163119064 0.0077523357760145833 -0.001172529950286905 -0.012800167956293098 0.004160290560346073 leaf_weight=4.8602643272606656 2342.1942238204647 346.7314652731875 479.71922001801431 0.71779721271013996 9.5582697073114051 7.7969516200537328 0.42334341682726517 0.81727239378960881 0.55270548205589953 41.377012051467318 28.821325321332552 5.2910680117784059 1434.1138453165768 312.54496649617795 812.8998365085572 69.193723976553883 2025.6778005367378 1716.859577325813 1284.0231176217785 58.714793617662508 1578.321639552305 20.309678751509637 105.88544741185615 182.25858280924149 7.8047904080594881 763.1764102904126 65.737651190254837 50.60222903243266 7.1385557248140676 63.593112965114415 leaf_count=255 89340 35910 60398 124 370 1573 31 86 27 1444 2201 152 70040 12837 66079 9802 158194 120778 100725 6214 103653 3302 8961 13269 367 33917 5328 3091 836 1876 internal_value=0 -6.44055e-06 -0.00109338 0.000697906 0.00771746 -0.00418063 0.0210944 0.0174488 0.0197598 6.44487e-05 0.00311017 0.00572682 4.66269e-05 0.000340071 -0.000139765 -0.00156755 -0.000179507 3.99609e-05 -0.000188519 0.000112075 0.000187367 -0.00110057 0.00157035 -9.24304e-05 -0.00286402 0.00198317 0.000594082 0.00387045 -0.00122437 0.000498283 internal_weight=0 13822.9 846.317 366.598 19.8663 8.93809 1.14114 10.9282 10.111 12976.5 75.4894 46.6681 12901 5011.39 7889.66 882.094 3523.38 7007.56 5290.7 3979.23 3920.52 1311.47 1488.01 295.949 113.69 1192.06 428.885 116.34 1291.16 1497.71 internal_count=911180 910925 98519 38121 2211 1728 155 483 397 812406 3797 1596 808609 307880 500729 75881 230110 424848 304070 199207 192993 104863 77770 22597 9328 55173 21256 8419 101561 71916 is_linear=0 shrinkage=0.01 Tree=755 num_leaves=31 num_cat=0 split_feature=7 5 3 1 1 1 1 1 5 1 1 3 1 28 1 1 1 1 1 18 1 3 3 1 3 28 1 0 1 1 split_gain=10.9078 10.4445 13.9686 14.2645 12.8708 20.1575 12.2308 12.1676 11.5093 22.6421 25.6947 20.7669 12.7242 17.0984 11.484 10.5755 12.0377 33.1866 10.0495 9.58676 22.0463 10.1084 13.3295 9.29823 9.1326 10.5791 8.74403 7.83222 7.81419 17.3195 threshold=1.0000000180025095e-35 3.5000000000000004 0.73703419131771042 -36.499999999999993 -351.49999999999994 -356.49999999999994 -19.499999999999996 -33.499999999999993 5.5000000000000009 -63.499999999999993 -35.499999999999993 0.37341365461847392 -222.49999999999997 1.0000000180025095e-35 -10.499999999999998 -310.49999999999994 -351.49999999999994 -346.49999999999994 -75.499999999999986 1.0000000180025095e-35 -31.499999999999996 0.42124060150375936 0.41696642685851326 -223.49999999999997 0.87439320388349528 1.0000000180025095e-35 -64.499999999999986 1.0000000180025095e-35 -41.499999999999993 -49.499999999999993 decision_type=10 8 2 10 8 10 10 10 10 8 10 2 8 2 8 10 10 8 10 2 10 2 2 8 2 2 8 2 8 10 left_child=1 28 6 4 5 -4 8 -5 12 15 11 -11 13 23 -8 16 -10 -18 -14 -20 21 22 -21 -3 25 -6 -17 -25 29 -1 right_child=-2 2 3 7 24 -7 14 -9 9 10 -12 -13 18 -15 -16 26 17 -19 19 20 -22 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=0.00010812530330937887 0.015075374089308202 -0.0017995227736366359 -0.0019024338760049171 0.017706623977277586 0.0014380609810927842 0.017779967379364939 0.028646958154122309 -0.0075439584062644517 -0.0039490244421999552 0.0063775059864763011 -0.015462199372447792 -0.0067306915147913437 -0.0056756523600472774 0.012830881935939838 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231 106 275 206 4321 299 3967 25975 481 48 2988 12 429 10780 79 29 205 73 71 7296 458 38 84 332521 36317 internal_value=0 -6.37443e-06 -0.00108303 0.000960805 0.000425325 0.00792266 -0.00189102 0.0120763 -0.00199765 -0.000101977 0.00317633 0.00448982 -0.00300481 -0.000502161 0.0170304 -0.00340418 0.0119193 0.0294905 -0.00429635 -0.00149041 0.0192023 0.00763922 0.0435436 -0.00145917 -0.000325518 0.00190484 -0.00406654 0.0203912 6.38111e-05 0.000251815 internal_weight=0 13821.6 845.867 239.654 228.639 20.8133 606.213 11.0145 602.816 209.152 104.956 98.0461 393.664 134.002 3.39709 104.196 4.31728 2.04871 259.662 85.5754 2.18184 1.92687 0.557327 125.028 207.826 97.4783 99.8788 1.91766 12975.8 8176.68 internal_count=911180 910934 98519 33397 32951 1465 65122 446 64968 12260 8587 8288 52708 15567 154 3673 647 441 37141 11166 386 357 152 15086 31486 24190 3026 155 812415 479894 is_linear=0 shrinkage=0.01 Tree=756 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 1 2 10 10 11 1 1 10 10 1 1 11 10 3 10 11 10 1 10 4 4 2 13 2 split_gain=523.25 424.481 52.7676 53.9504 34.4243 29.1862 39.2401 29.3033 25.7707 24.4486 24.3073 23.8763 28.1102 25.7673 22.8191 34.4246 85.6951 23.6659 22.1662 21.6182 18.7416 17.7999 17.0954 25.0938 17.0528 16.6854 16.6442 15.7165 22.7682 19.835 threshold=0.99998754262924205 9.0361113507242425e-06 0.51461192965507518 -9.4999999999999982 6.6807518805944721e-07 -124.49999999999999 -126.49999999999999 0.69789381307591059 4.955000000000001 8.2000000000000011 0.00048551171494175006 -22.499999999999996 -67.499999999999986 6.0450000000000008 6.0450000000000008 -59.499999999999993 -53.499999999999993 0.98755538463592529 6.1950000000000012 0.93782216494845372 5.995000000000001 0.00042608799412840006 8.8850000000000016 -58.499999999999993 2.4750000000000005 19.500000000000004 20.500000000000004 0.091372912801484213 1.0000000180025095e-35 0.05298245614035086 decision_type=2 2 2 8 2 10 10 2 10 8 2 10 10 10 10 10 10 2 10 2 10 2 10 10 8 10 8 2 2 2 left_child=1 4 3 8 -1 6 9 -8 21 25 -5 12 27 20 17 18 -17 24 -16 -20 -14 -3 23 -15 -7 -4 -23 29 -29 -10 right_child=-2 2 5 10 -6 14 7 -9 11 -11 -12 -13 13 22 15 16 -18 -19 19 -21 -22 26 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0087388592770970795 0.0089409967889726646 -0.0021676907572343064 0.0028998148855249599 -0.004870046231145387 -0.0049343356041441806 -0.0035529911569983216 -0.0088783017324600595 -0.045101160079876523 0.00070243739211080746 0.0038411102176488261 -0.0015008217169852518 0.0079100267272187892 -0.00017555537763952543 -0.008564566228906393 0.008408396020767029 -0.01834283557303264 0.00057265921540149687 0.0049225920771240076 -0.002013958606980793 0.0064783727557815134 0.013287110803414088 -0.0029072132168717303 0.0042634487450145565 -0.00056808355346559707 0.0021074143238033927 -0.00025274684576616797 -5.1728657564550726e-05 0.0019350776583016234 0.044959950247917498 -0.0046699729311023459 leaf_weight=481.21565629189718 624.80412229266949 560.21783355018124 184.76009751437232 255.88246560143307 470.22666942805517 55.952680215239525 9.2106765229254943 2.9481648318469516 566.76332702755462 184.154339638073 1312.2793923772406 45.666993463062681 700.43835503584705 95.673881849739701 43.486758769489825 33.235396362841129 85.735332481563091 315.84704683721066 109.74078971659765 41.240051448345184 10.495531558990477 218.55813751230016 21.203447358449921 66.534745934419334 1091.0070001222193 1837.984462918248 3091.8178919702768 1229.5883142469684 1.2311876078601915 78.204276286065578 leaf_count=342156 115548 49864 1797 38657 169344 414 82 21 8754 10578 29680 1113 19480 990 1338 162 902 6969 1798 358 127 2710 318 1159 6875 18083 34000 45525 48 2330 internal_value=0 -0.000424357 7.53854e-05 -0.000381225 -0.00685857 0.00101877 0.000254091 -0.0176613 1.02912e-05 0.000352795 -0.00205059 0.000738164 0.000619932 -0.000838952 0.00197409 -0.000474496 -0.00471153 0.00249875 0.00211762 0.000305701 2.31942e-05 -0.000519225 -0.00418076 -0.00528457 0.00183128 3.52122e-05 -0.000240254 0.0013155 0.00197812 5.10164e-05 internal_weight=0 13201.3 12249.9 8254.56 951.442 3995.3 2219.06 12.1588 6686.39 2206.9 1568.16 2815.8 2770.13 894.346 1776.25 313.438 118.971 1462.81 194.468 150.981 710.934 3870.59 183.412 162.209 1146.96 2022.74 3310.38 1875.79 1230.82 644.968 internal_count=911180 795632 284132 234755 511500 49377 30561 103 166418 30458 68337 79844 78731 22074 18816 4558 1064 14258 3494 2156 19607 86574 2467 2149 7289 19880 36710 56657 45573 11084 is_linear=0 shrinkage=0.01 Tree=757 num_leaves=31 num_cat=0 split_feature=7 6 6 28 38 22 24 40 6 6 42 6 6 6 6 18 6 28 6 6 6 16 6 6 46 6 6 6 6 6 split_gain=10.7862 8.06896 9.07563 8.64782 7.16112 7.02814 6.95412 5.41863 5.75729 6.23579 5.16034 5.12339 10.6576 6.50146 10.6787 8.29882 6.26548 5.81913 12.3589 4.61706 4.18883 12.4634 10.89 6.7009 6.20029 5.28945 4.1811 3.8384 4.01376 3.73879 threshold=1.0000000180025095e-35 414.50000000000006 396.50000000000006 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 212.50000000000003 208.50000000000003 107.50000000000001 89.500000000000014 1.0000000180025095e-35 289.50000000000006 1.0000000180025095e-35 15.500000000000002 1.5000000000000002 53.500000000000007 1.0000000180025095e-35 42.500000000000007 56.500000000000007 1.0000000180025095e-35 46.500000000000007 13.500000000000002 76.500000000000014 61.500000000000007 2.5000000000000004 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 2 4 -3 5 6 7 10 9 -9 11 12 13 14 17 -16 -13 20 26 -6 22 23 -1 -22 27 -24 29 28 -25 -19 right_child=-2 3 -4 -5 19 -7 -8 8 -10 -11 -12 16 -14 -15 15 -17 -18 18 -20 -21 21 -23 25 24 -26 -27 -28 -29 -30 -31 leaf_value=-6.0641297675590751e-05 0.01507504583317938 -0.0015816301196619337 0.0066576156018185798 -0.01124548767253605 0.0055279724182380127 -0.0086810188788586824 0.0089564518187944375 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737088 26260 55477 710828 31743 3878 679085 61764 617321 61756 56380 20428 19540 12309 8180 18719 is_linear=0 shrinkage=0.01 Tree=758 num_leaves=31 num_cat=0 split_feature=11 11 11 11 10 11 10 10 6 10 6 10 2 10 6 6 10 6 10 5 3 6 2 5 2 11 11 3 6 10 split_gain=517.226 419.086 58.799 37.0257 31.3951 26.6456 24.3637 23.6061 20.5335 44.3231 17.0838 16.598 58.9873 28.4569 40.4647 26.6065 14.6283 14.6212 26.689 24.9968 14.5525 12.6843 13.6066 12.2664 11.3882 10.9747 10.8206 9.82442 47.101 9.76293 threshold=0.99998754262924205 6.1143434777477532e-06 0.0006371206545736001 0.97252115607261669 5.3250000000000011 6.6807518805944721e-07 3.4350000000000005 8.615000000000002 1813.0000000000002 5.495000000000001 32.500000000000007 6.6150000000000011 0.57719393282773568 6.8650000000000011 81.500000000000014 137.50000000000003 6.285000000000001 313.50000000000006 4.4150000000000009 1.5000000000000002 0.77836257309941537 182.50000000000003 0.23132664437012262 2.5000000000000004 0.24494897959183673 0.99999946355819713 0.18897357583045957 0.99938118811881205 235.50000000000003 8.0200000000000014 decision_type=2 2 2 2 8 2 10 8 2 10 2 10 2 10 2 2 10 2 10 10 2 2 2 10 2 2 2 2 2 10 left_child=1 5 4 6 -3 -1 21 17 10 -10 -6 -12 27 14 -14 -16 -7 -5 -19 -20 23 -4 -23 -21 -24 -2 -8 -13 -29 -15 right_child=25 2 3 7 8 16 26 -9 9 -11 11 12 13 29 15 -17 -18 18 19 20 -22 22 24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0087273375750792654 0.0065153379238610722 -0.0029119118451583384 -0.00073559397610339743 0.0015378302092141853 -0.0010390175980959579 -0.0059159585310751316 5.645661182192887e-05 0.0056213317427128038 0.22367562664015953 0.012544474736125666 0.00053234843848225927 0.0034671227291594221 -0.010191275098924077 0.0063609567039738394 0.19392399839243002 0.071413225800613808 5.9363425768995249e-05 0.0061827871660525549 -0.022526829257215605 0.0070077275156121268 -0.02056898408599054 -0.0043199976212717249 0.026913982236885948 -0.012971284822421401 0.0036405343317688706 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0.00295051 0.00761747 0.04327 0.0900077 0.130515 -0.00520199 0.0013505 -0.00425951 -0.00994468 -0.00311961 -0.000614496 0.00253164 0.0012996 0.00414097 0.0089296 0.000453199 0.00432143 0.0293491 0.0289368 internal_weight=0 13189.1 12322.6 10832.2 1490.4 866.456 9298.24 1533.97 544.887 0.569761 544.318 147.074 50.1967 4.24791 0.996978 0.709965 389.42 1391.28 44.9565 29.1087 18.8718 3329.3 123.398 15.0582 99.9273 619.407 5968.95 45.9488 1.51666 3.25093 internal_count=911180 795632 303792 137707 166085 491840 104771 32936 45234 84 45150 17855 3906 173 60 43 149684 21772 387 182 128 26670 1160 109 940 115548 78101 3733 95 113 is_linear=0 shrinkage=0.01 Tree=759 num_leaves=31 num_cat=0 split_feature=4 5 1 1 1 2 1 3 1 3 28 4 2 1 1 3 5 3 3 3 1 1 2 1 1 1 4 1 1 5 split_gain=11.6602 10.2079 12.3492 12.2774 14.7111 10.1848 19.3677 23.1279 10.6514 15.8233 10.0835 9.28873 8.99881 10.9425 8.42765 14.3409 8.32957 8.28463 8.0632 7.85698 8.68106 8.38079 7.79564 14.8068 13.9679 20.1721 12.2481 11.632 11.5511 9.66911 threshold=42.000000000000007 2.5000000000000004 -310.49999999999994 -364.49999999999994 -353.49999999999994 0.63673020527859248 -63.499999999999993 0.20112359550561798 -159.49999999999997 0.16749174917491746 1.0000000180025095e-35 1.5000000000000002 0.62532051282051293 -157.49999999999997 -312.49999999999994 0.33477011494252878 4.5000000000000009 0.52655075187969935 0.24165739710789766 0.88944444444444459 -131.49999999999997 -114.49999999999999 0.26344707923655292 -19.499999999999996 -33.499999999999993 -34.499999999999993 29.500000000000004 -35.499999999999993 -10.499999999999998 5.5000000000000009 decision_type=10 8 8 10 10 2 10 2 8 2 2 10 2 10 10 2 10 2 2 2 10 10 2 10 10 10 10 10 8 8 left_child=1 -1 3 -3 -5 12 8 10 9 -7 -8 -10 19 -14 16 -16 17 -6 -13 22 -21 -22 24 -24 25 27 -25 29 -28 -4 right_child=-2 2 5 4 14 6 7 -9 11 -11 -12 18 13 -15 15 -17 -18 -19 -20 20 21 -23 23 26 -26 -27 28 -29 -30 -31 leaf_value=8.3856359604151732e-05 0.014478594554899502 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33.798944297537673 52.989435548341135 67.580300053145038 6.5912480913684695 49.455918950669002 453.26810557485442 2.1228717365884213 8.0266798906377499 6.114741360419429 1.8093711676192468 2.7399246259010388 0.48213047633180428 98.933991087600589 leaf_count=751355 307 4395 31065 1582 3000 839 1383 1761 64 7709 24 3265 1587 677 187 1197 680 4489 5181 8586 269 2081 68580 119 529 94 165 158 58 9794 internal_value=0 -6.95856e-06 -0.000822265 0.00184044 0.00327827 -0.00115792 -0.00306734 0.00255343 -0.00458164 -0.000986346 0.00845881 -0.00623439 -0.000723227 0.00620419 0.00125297 0.00696443 -0.000360872 -0.00183752 -0.00649605 -0.00085319 -0.00321 -0.000300205 -0.000513401 -0.00140456 0.000506754 0.000774291 0.0168214 0.000488575 0.032854 0.000635478 internal_weight=0 13786.7 1381.75 154.68 122.717 1227.07 227.546 48.293 179.253 56.4515 27.9443 122.802 999.526 18.4065 91.4321 20.1435 71.2886 60.0772 121.7 981.12 123.627 56.0472 857.492 457.682 399.81 391.783 4.41437 385.668 2.2915 382.928 internal_count=911180 910873 159518 15530 11135 143988 20226 3168 17058 8548 1407 8510 123762 2264 9553 1384 8169 7489 8446 121498 10936 2350 110562 68922 41640 41111 342 41017 223 40859 is_linear=0 shrinkage=0.01 Tree=760 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 1 11 1 11 3 1 3 11 11 3 3 3 3 3 1 3 11 1 1 1 1 3 3 1 1 split_gain=511.227 413.757 57.6796 36.347 35.7559 34.8501 26.6747 18.7843 11.0297 10.1944 9.67231 9.69992 9.54946 9.44105 13.0184 11.5158 11.5952 10.9994 8.99217 13.5344 8.58551 7.93218 13.368 9.25527 8.24136 12.275 34.8915 7.21849 7.19735 18.3527 threshold=0.99998754262924205 6.1143434777477532e-06 0.0006371206545736001 0.97252115607261669 -7.4999999999999991 -9.4999999999999982 6.6807518805944721e-07 -240.49999999999997 0.99999946355819713 0.11180555555555556 -348.49999999999994 0.78297101449275375 0.99989646673202526 0.015218299813568552 0.46697819314641748 0.52655075187969935 0.54186137071651097 0.50952467343976793 0.80066225165562932 -10.499999999999998 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34.7469 26.7013 20.4359 17.1376 12.7252 12.3479 11.0854 10.9043 9.77112 15.7876 13.1478 19.0142 10.3659 9.79096 11.2896 15.0596 11.1037 9.68836 9.63709 9.14932 13.6517 13.0823 9.07269 10.1203 11.2757 threshold=0.99998754262924205 6.1143434777477532e-06 0.0006371206545736001 0.98755538463592529 -7.4999999999999991 -364.49999999999994 6.6807518805944721e-07 -244.49999999999997 -246.49999999999997 18.500000000000004 -351.49999999999994 0.99999946355819713 42.000000000000007 0.78322452306747448 19.500000000000004 1.0000000180025095e-35 0.72804314329738073 0.0089773964136838514 1.0000000180025095e-35 -317.49999999999994 0.47083130772970344 0.41699475065616803 0.61138079827400227 -348.49999999999994 1.0000000180025095e-35 29.500000000000004 0.94494949494949509 0.21458087367178272 0.19526212503504348 -10.499999999999998 decision_type=2 2 2 2 8 10 2 10 10 8 10 2 8 2 10 2 2 2 2 10 2 2 2 10 2 8 2 2 2 8 left_child=1 6 4 5 -3 9 -1 8 22 -4 -7 -2 13 14 15 -12 18 -18 19 20 -17 -20 -5 -8 26 -26 -11 28 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584.97427832288668 1.537411244586109 1393.6567974146456 116.38072458934039 466.08678909245646 3.9738990524783722 1081.5761668104678 5586.6710463874042 8.9172824695706385 49.551802279893309 49.035527937114239 15.843288192525504 391.60499673755839 7.2017674082890144 23.342180992476642 139.28941762750037 78.029215669317637 169.57703823805787 459.04327106429264 62.691100765485317 179.82501864287769 7.591313703393098 0.067384833353570595 leaf_count=342156 17679 121769 1533 12956 44316 1066 41219 12216 23 26255 933 97869 37 7605 55624 123 567 321 161 4459 95 239 4609 25843 2301 5924 660 78885 3711 26 internal_value=0 -0.000412941 5.10825e-05 0.000302254 -0.0017798 9.74219e-05 -0.00710082 0.00191149 0.000672871 -0.00101557 0.000422498 0.00890662 0.000375222 0.000366244 0.000214345 -0.001246 -0.000595002 -0.00457005 0.000281885 0.000740747 0.00894257 -0.00449257 0.000753494 -0.00515096 -0.00117102 -0.000162737 -0.00160624 -0.00408833 -0.00141045 0.00955907 internal_weight=0 13165.5 12311.3 10826.1 1485.19 9603.69 854.192 1222.41 637.436 2170.92 7432.77 608.686 7334.1 7330.12 6248.55 661.878 545.497 98.5873 446.91 407.724 16.119 39.1855 635.899 385.419 2084.97 628.62 1456.35 265.513 85.6879 7.6587 internal_count=911180 795632 303792 137707 166085 107903 491840 29804 17588 36673 71230 115548 70164 70127 62522 6898 5965 888 5077 4677 218 400 17565 149684 35140 8225 26915 108465 29580 3737 is_linear=0 shrinkage=0.01 Tree=762 num_leaves=31 num_cat=0 split_feature=11 11 11 11 1 1 10 11 10 10 1 10 10 10 1 1 10 1 1 28 11 10 1 1 11 1 10 10 2 1 split_gain=499.452 403.437 55.57 35.0766 34.8539 33.5423 28.4819 26.7266 24.5773 23.3762 21.9213 20.942 19.2261 19.0358 21.922 69.4442 24.4254 17.9166 28.0177 21.6722 16.0619 14.5205 21.0532 26.1636 37.4219 39.5426 17.9221 70.0241 92.0936 15.5594 threshold=0.99998754262924205 6.1143434777477532e-06 0.0006371206545736001 0.97252115607261669 -7.4999999999999991 -9.4999999999999982 2.5450000000000004 6.6807518805944721e-07 5.3250000000000011 8.615000000000002 -240.49999999999997 2.6250000000000004 2.3850000000000002 6.1150000000000011 -59.499999999999993 -53.499999999999993 6.1550000000000011 -89.499999999999986 -144.49999999999997 1.0000000180025095e-35 0.8784809708595277 6.285000000000001 -287.49999999999994 -297.49999999999994 9.9676924492087004e-07 -293.49999999999994 6.8650000000000011 6.7350000000000012 0.25943732193732194 -187.49999999999997 decision_type=2 2 2 2 8 8 10 2 10 8 10 10 10 10 10 10 10 10 10 2 2 10 8 10 2 10 10 10 2 10 left_child=1 7 4 5 8 6 17 -1 -3 10 -5 -8 -6 -12 16 -16 -15 18 -4 20 -20 -9 23 26 -25 -26 27 -23 -29 -24 right_child=-2 2 3 9 12 -7 11 21 -10 -11 13 -13 -14 14 15 -17 -18 -19 19 -21 -22 22 29 24 25 -27 -28 28 -30 -31 leaf_value=-0.0086922405382655575 0.0088950236792080702 -0.0018753875147806537 -0.00095422375755105176 0.00010425197491561227 0.00073364366501703219 -0.0010801172143782114 0.0049470727468952551 -0.0058458355062026958 0.0013741374402831683 0.0055758533031271462 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shrinkage=0.01 Tree=763 num_leaves=31 num_cat=0 split_feature=11 11 11 11 10 11 10 10 6 11 6 6 10 3 10 46 46 10 6 2 3 10 10 10 6 28 10 2 11 3 split_gain=493.657 398.375 54.5597 35.031 26.9888 26.7472 23.5483 23.1353 20.249 33.0786 16.0572 14.6889 27.2802 16.0998 14.3714 14.3677 14.078 14.0352 13.9356 12.8476 12.9895 12.1538 33.3532 16.8663 14.2643 14.0036 12.379 11.6525 11.2457 11.1664 threshold=0.99998754262924205 6.1143434777477532e-06 0.00048551171494175006 0.97252115607261669 5.3250000000000011 6.6807518805944721e-07 3.4350000000000005 2.1250000000000004 2748.0000000000005 7.8110180766088902e-05 1.0000000180025095e-35 313.50000000000006 4.4150000000000009 0.73368794326241138 6.285000000000001 1.0000000180025095e-35 1.0000000180025095e-35 6.1150000000000011 182.50000000000003 0.40924344112263583 0.60061349693251542 6.3850000000000007 5.8150000000000004 5.535000000000001 8.5000000000000018 1.0000000180025095e-35 3.9350000000000005 0.23132664437012262 0.99999946355819713 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6.1143434777477532e-06 0.0006371206545736001 -7.4999999999999991 0.98755538463592529 -364.49999999999994 6.6807518805944721e-07 -244.49999999999997 212.50000000000003 371.50000000000006 0.35498944829665363 -246.49999999999997 -351.49999999999994 0.040202020202020204 0.28147007042253525 0.99999946355819713 15.500000000000002 1.0000000180025095e-35 0.24494897959183673 -65.499999999999986 137.50000000000003 -371.49999999999994 0.88478556841388711 0.5325381140598533 1.0000000180025095e-35 0.48295234405269277 3.5000000000000004 3.5000000000000004 0.18897357583045957 -348.49999999999994 decision_type=2 2 2 8 2 10 2 10 2 2 2 10 10 2 2 2 2 2 2 10 2 10 2 2 2 2 2 2 2 10 left_child=1 6 3 16 5 8 -1 11 22 -9 -11 20 -7 -10 -15 -2 -3 19 -19 -18 -6 -22 23 25 -25 28 -27 -26 -4 -8 right_child=15 2 4 -5 7 12 29 9 13 10 -12 -13 -14 14 -16 -17 17 18 -20 -21 21 -23 -24 24 27 26 -28 -29 -30 -31 leaf_value=-0.0086685357280621572 0.0063840813520336537 -0.0017047894419235533 -0.0026225540722390052 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795632 303792 166085 137707 107903 491840 29804 36673 12216 159 17588 71230 2010 1938 115548 121769 56859 45 56814 17565 632 34663 32994 8633 24361 4653 5138 19708 149684 is_linear=0 shrinkage=0.01 Tree=765 num_leaves=31 num_cat=0 split_feature=4 5 6 6 46 5 6 38 24 22 4 4 27 46 6 6 6 6 6 5 6 4 6 6 42 6 6 46 6 6 split_gain=11.3935 9.9792 7.18344 17.9782 11.879 7.42162 7.89075 6.7188 6.31645 6.08435 5.98743 13.2735 7.34326 5.91479 7.07 7.1095 5.81048 9.96475 5.47889 23.8922 17.5574 9.00876 20.2387 6.25474 5.02953 4.92471 5.8896 5.58431 5.08807 4.86153 threshold=42.000000000000007 3.5000000000000004 455.50000000000006 340.50000000000006 1.0000000180025095e-35 6.5000000000000009 1351.5000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 252.50000000000003 283.50000000000006 212.50000000000003 380.50000000000006 4.5000000000000009 414.50000000000006 28.500000000000004 401.50000000000006 358.50000000000006 1.0000000180025095e-35 247.50000000000003 270.50000000000006 1.0000000180025095e-35 241.50000000000003 15.500000000000002 decision_type=10 8 2 2 2 10 2 2 2 2 10 10 2 2 2 2 2 2 2 8 2 10 2 2 2 2 2 2 2 2 left_child=1 7 3 16 -5 -4 -7 8 9 10 11 13 24 29 -15 -16 17 -3 23 20 21 -20 -23 -6 -12 27 -27 28 -19 -1 right_child=-2 2 5 4 18 6 -8 -9 -10 -11 12 -13 -14 14 15 -17 -18 25 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.004212078885468918 0.014485720081109479 -0.0011765336921157712 -0.010914636389557459 -0.0069426346403312625 0.019175129397549482 -0.010392231841940632 0.069582898126872447 0.0030460356208349706 0.0085128336370367142 -0.0090602513497660166 9.5312129061405766e-05 -0.0027214442759638424 -0.0077960231179508331 -0.0017172796783739331 0.0029024778122398237 -0.0075495827038910644 -0.0093660959571108659 -0.014731579912425734 -0.010241506127693076 0.17805608478847337 -0.0056497786801215765 0.024640595542605084 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0.0287647 6.20057e-05 4.45086e-05 3.86782e-05 4.39087e-05 -0.000970801 9.009e-05 0.000392403 -0.000435319 0.00196716 -0.00112176 -0.00103542 0.0184802 0.031809 0.0243661 0.0523711 0.0656868 0.0130818 9.77094e-05 0.00770562 0.000222544 0.0128332 -0.00621823 0.00267761 internal_weight=0 13705.5 837.255 826.332 10.0371 10.9228 0.493692 12868.3 12793.3 12784.5 12777.1 556.197 12220.9 312.701 229.554 79.8711 816.295 807.835 7.61441 2.19498 2.08868 1.08054 0.891042 5.41942 12209.1 12.8347 5.21869 7.61599 1.27998 83.1464 internal_count=911180 910873 98516 96065 2624 2451 53 812357 808560 807772 807319 59354 747965 33219 23067 10113 93441 92105 798 500 474 170 111 298 746109 3119 1533 1586 449 10152 is_linear=0 shrinkage=0.01 Tree=766 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 10 10 6 10 5 6 10 6 10 5 0 6 4 11 11 0 4 6 5 10 10 5 10 10 split_gain=482.23 388.306 52.6024 33.8933 26.7901 26.5229 26.0259 23.4369 20.8519 18.6125 19.2664 18.4484 44.0384 15.4836 14.2959 12.5433 12.0732 16.0456 13.0232 11.9762 11.3551 10.945 15.96 15.6063 14.9356 17.5297 11.7994 10.5637 10.0573 20.7241 threshold=0.99998754262924205 6.1143434777477532e-06 0.00048551171494175006 0.98755538463592529 6.6807518805944721e-07 5.3250000000000011 2.9150000000000005 3.3950000000000005 313.50000000000006 4.4150000000000009 1.5000000000000002 1813.0000000000002 5.495000000000001 1.0000000180025095e-35 6.285000000000001 2.5000000000000004 1.0000000180025095e-35 123.50000000000001 27.500000000000004 0.18897357583045957 0.99999946355819713 1.0000000180025095e-35 28.500000000000004 1.0000000180025095e-35 10.500000000000002 4.9150000000000009 4.8650000000000011 2.5000000000000004 9.0500000000000025 6.0450000000000008 decision_type=2 2 2 2 2 8 10 10 2 10 10 2 8 2 10 10 2 2 10 2 2 2 8 2 8 10 10 8 10 10 left_child=1 4 5 7 -1 -3 -5 16 -8 -10 -11 13 -13 -7 -6 -12 17 27 -19 21 -2 -9 -23 -24 -25 26 -26 -4 29 -21 right_child=20 2 3 6 14 11 8 19 9 10 15 12 -14 -15 -16 -17 -18 18 -20 28 -22 22 23 24 25 -27 -28 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331.27060094819171 46.009011869493406 4.8803856298327437 1194.1624090950936 44.27880871668458 161.79735337942839 2571.8314999453723 449.08907083485974 137.40741473529488 330.41280232416466 267.52724340581335 2.0786996032111338 2.0433390559628606 2.1625825893133879 79.469437153078616 69.660711511969566 387.55423835664988 leaf_count=342156 17679 116215 16384 16406 132438 8648 13149 55561 88 48 89 24 59 34937 17246 24 9396 370 1681 16286 97869 2164 4634 4015 28 19 27 954 371 2215 internal_value=0 -0.000398025 4.90998e-05 0.000277776 -0.00701599 -0.00182226 0.00185294 8.13359e-05 0.00108043 -0.00655864 -0.0109687 3.34453e-05 0.0546495 -3.56469e-05 -0.00504949 -0.00425965 -0.000588421 -0.00102679 0.00163009 0.000440642 0.00885967 2.47966e-05 -0.00104529 -0.000345727 0.00141971 0.0166578 0.00506549 -0.00130052 0.000894996 0.000806591 internal_weight=0 13122.6 12292.1 10953.6 830.486 1338.51 1214.57 9739.07 949.998 34.4372 25.3245 488.887 0.617687 488.27 377.699 15.9109 3400.48 2206.32 206.076 6338.59 587.868 3309.54 741.632 604.225 273.812 6.28462 4.24128 2000.24 3029.05 2959.39 internal_count=911180 795632 303792 143909 491840 159883 29804 114105 13398 249 161 43668 83 43585 149684 113 28785 19389 2051 85320 115548 66448 10887 8723 4089 74 55 17338 18872 18501 is_linear=0 shrinkage=0.01 Tree=767 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 46 11 46 28 4 3 2 2 4 3 2 2 2 4 3 4 4 38 11 3 4 4 2 46 11 split_gain=476.628 383.392 51.6361 33.3075 26.8089 22.1953 11.4098 9.20572 16.839 16.6355 13.8559 12.2704 12.4661 11.7787 23.1283 12.8449 10.6232 14.8783 8.96041 8.84119 8.60956 9.96206 8.56211 9.22027 15.6832 12.0067 8.45127 8.41835 8.1469 10.2313 threshold=0.99998754262924205 6.1143434777477532e-06 0.00048551171494175006 0.97252115607261669 6.6807518805944721e-07 1.0000000180025095e-35 0.99999946355819713 1.0000000180025095e-35 1.0000000180025095e-35 23.500000000000004 0.71516754850088193 0.36319073083778969 0.98936170212765973 19.500000000000004 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2063 5932 575 2581 111 58267 385 702 182 132 30 29036 17478 1502 442 11489 8890 10644 50 3775 6532 5552 internal_value=0 -0.000394378 4.86211e-05 0.000275054 -0.00699465 -0.00180724 0.00884779 5.37596e-05 -0.000420869 -0.000746137 0.00200565 0.00139481 -0.00022026 0.000259383 -0.000960169 0.000381772 0.00322468 -0.00299779 0.000406135 -0.00502416 0.00164942 0.00377287 -0.000996144 -0.00108853 -0.00185258 -0.00102472 -0.00363828 0.00096784 0.00138246 0.00221326 internal_weight=0 13112.3 12287.6 10951.4 824.722 1336.18 582.797 9432.61 2851.25 2418.06 201.391 433.182 225.515 6581.36 706.889 455.941 165.619 23.5373 5874.47 375.818 1518.8 169.616 2216.67 2168.75 913.88 653.065 35.7718 406.394 1349.19 629.56 internal_count=911180 795632 303792 143909 491840 159883 115548 110973 45388 40633 3236 4755 2692 65585 7288 4862 2611 314 58297 149684 32936 3374 37397 36955 25466 16576 625 4477 29562 12084 is_linear=0 shrinkage=0.01 Tree=768 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 4 11 5 4 5 5 11 11 4 1 4 1 1 5 1 1 1 1 11 1 0 5 5 split_gain=471.087 378.531 50.7232 33.6301 37.5686 27.2628 26.8262 17.9001 24.8616 17.8861 17.0297 16.1585 20.0995 14.6875 11.4643 11.3991 13.9976 10.403 10.247 9.68982 9.58644 92.5324 62.4114 39.7151 448.185 21.7039 9.5079 8.53767 9.10699 12.3535 threshold=0.99998754262924205 6.1143434777477532e-06 0.00032736793218645006 -1.0000000180025095e-35 0.99473056197166454 -348.49999999999994 6.6807518805944721e-07 1.5000000000000002 9.4236969744088142e-05 3.5000000000000004 23.500000000000004 4.5000000000000009 3.5000000000000004 0.13270235061645502 0.99999946355819713 19.500000000000004 -234.49999999999997 42.000000000000007 -236.49999999999997 -348.49999999999994 6.5000000000000009 -310.49999999999994 -348.49999999999994 -64.499999999999986 -65.499999999999986 3.965714086007211e-07 -346.49999999999994 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 decision_type=2 2 2 8 2 10 2 8 2 10 8 10 8 2 2 8 10 8 8 10 10 8 10 8 10 2 10 2 10 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172.42960148432758 471.43735295161605 895.85498366178945 115.62137918421649 256.30700553004863 0.19439607672393322 1.8724646335467685 751.28643953322899 38.560225865454413 57.274509147624485 801.37997120292857 440.68719741486711 7063.237603538204 680.0595913878642 3.9359859870746723 3.7851216746494165 258.33398550236598 0.035137689323164523 0.74849599960725754 0.028797768929507583 5.97764095160528 0.050823420519009233 0.02694761217571795 64.749271689448506 514.64683703961782 270.43693245365284 34.893575434572995 leaf_count=332491 17679 43 2204 4192 10596 106036 41219 44179 7 26 22976 790 1963 11222 97869 76372 7450 40 38 108465 28 548 33 9030 18 8 1534 9509 4066 549 internal_value=0 -0.000390763 4.81502e-05 0.000254943 0.000561526 -0.00194881 -0.00697322 -0.00482175 0.0599775 0.00311881 -0.000730592 -0.000942828 -0.00104475 -0.000903442 0.00883584 0.000388477 -0.000681973 0.000522403 0.0016146 -0.00499883 -0.00863218 0.0030909 0.320057 -0.0011598 0.0650413 0.528109 -0.00173125 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0.21889880952380952 27.500000000000004 5.4450000000000012 0.82683658170914553 29.500000000000004 5.5750000000000011 5.5950000000000006 1.0000000180025095e-35 0.62470657276995312 0.62981481481481494 0.31835016835016838 0.18142633228840127 27.500000000000004 5.7250000000000005 0.61138079827400227 1.0000000180025095e-35 1.0000000180025095e-35 5.1050000000000013 0.51630627437079057 0.48846085567193326 0.41202270381836947 3.7050000000000005 0.62532051282051293 0.72016949152542387 decision_type=10 8 2 8 10 10 2 8 8 2 10 8 8 2 2 2 2 2 10 8 2 2 2 10 2 2 2 10 2 2 left_child=1 8 3 5 -5 -3 -7 -6 9 22 -11 13 -13 -10 16 -16 17 -14 19 -18 -20 -22 23 24 25 26 -1 -28 -25 -30 right_child=-2 2 -4 4 7 6 -8 -9 11 10 -12 12 14 -15 15 -17 18 -19 20 -21 21 -23 -24 28 -26 -27 27 -29 29 -31 leaf_value=-3.1967450530699147e-05 0.014454127301854398 0.00028091907001608828 -0.0023948948713164828 -0.0033729027929963141 0.00090109631329719829 0.005152668062646336 0.016980407910628555 0.013355742839490569 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1092.5277795046568 278.93026552791707 288.22325731202727 125.94777207588777 58.712827053910587 leaf_count=187516 307 10559 60397 8388 10983 4218 888 3083 33040 9307 15827 4532 83684 41 1219 44799 2706 22781 44922 22845 131 350 3093 138532 92811 47664 10694 27039 11287 7537 internal_value=0 -6.69086e-06 -0.00104816 0.000711946 -0.00139225 0.00229752 0.00739293 0.00616686 6.10477e-05 -0.000125427 0.00145169 0.000526423 0.000341475 0.00222388 0.000411971 -0.000680298 0.000734644 7.99017e-05 0.00170894 0.0038141 0.000896764 0.00888414 -0.000243032 -0.000272103 -0.000117058 0.000112186 -0.000247961 -0.00174591 -0.00105236 0.00128042 internal_weight=0 13659.9 834.204 361.607 155.39 206.216 58.4723 32.2623 12825.7 9156.67 635.424 3669.06 3308.57 360.487 3274.1 746.648 2527.46 1511.62 1015.83 282.805 733.027 19.6077 8521.25 8462.25 7059.46 5592.99 4500.46 567.154 1402.79 184.661 internal_count=911180 910873 98516 38119 22454 15665 5106 14066 812357 551307 25134 261050 227969 33081 223437 46018 177419 106465 70954 25551 45403 481 526173 523080 365724 272913 225249 37733 157356 18824 is_linear=0 shrinkage=0.01 Tree=770 num_leaves=31 num_cat=0 split_feature=4 5 3 1 10 10 3 10 1 1 1 10 10 1 1 3 1 10 1 10 1 4 10 1 10 10 1 4 1 3 split_gain=10.9403 9.44958 13.7231 13.6178 18.6725 12.5425 17.4825 12.5128 12.2546 19.2938 12.1277 15.7783 10.9087 17.4101 54.5187 21.9724 27.6823 19.5914 16.84 15.946 15.8802 35.426 31.7469 22.4555 33.0478 32.7993 24.9129 16.1862 15.2257 14.9071 threshold=42.000000000000007 3.5000000000000004 0.73703419131771042 -36.499999999999993 5.5250000000000012 9.7700000000000014 0.61374887488748886 5.3550000000000013 -351.49999999999994 -356.49999999999994 -19.499999999999996 5.1750000000000007 5.4450000000000012 -287.49999999999994 -288.49999999999994 0.37341365461847392 -282.49999999999994 5.5750000000000011 -308.49999999999994 6.0750000000000011 -216.49999999999997 23.500000000000004 3.9350000000000005 -252.49999999999997 5.1350000000000007 5.0050000000000008 -254.49999999999997 22.500000000000004 -11.499999999999998 0.50155279503105599 decision_type=10 8 2 10 8 10 2 10 8 10 10 10 8 10 10 2 10 10 8 10 10 10 10 8 10 10 8 10 10 2 left_child=1 12 5 8 7 10 -7 -5 9 -4 -3 -12 20 14 17 -15 -17 -14 19 -19 22 28 27 24 29 -25 -26 -1 -22 -24 right_child=-2 2 3 4 -6 6 -8 -9 -10 -11 11 -13 13 15 -16 16 -18 18 -20 -21 21 -23 23 25 26 -27 -28 -29 -30 -31 leaf_value=0.0038143835685621403 0.01444657131663247 -0.0022092749536076575 -0.0018570363200419568 -0.0056398190391817862 -0.012809173720711473 0.013133773670776243 -0.008354967774838613 0.024903888263644546 -0.00026448999342880896 0.017497706219077543 -0.0082418666012398344 0.035292592252948347 0.0026778852536306634 -0.0011899213030583866 0.020470137179790782 -0.010147632349838133 0.00087680497934962583 -0.0014636832494842869 -0.0018057045222892732 0.0045898555873805022 -0.002691774842952876 0.00048004696909032316 -7.6910767388719661e-05 -0.0013589363448109982 0.0018340725222804532 -0.005167684679866765 0.015122763049823254 5.9887900728188248e-06 0.012534382431120945 -0.0038155104824551919 leaf_weight=118.27219255740056 5.2392279200721523 576.34972641005879 10.294275607389864 1.6702782227075621 2.380370199214668 12.179004495323172 5.4938341165834563 6.8087904777494259 204.90875339653576 10.307405850850046 1.4517713284003539 1.951759263058193 522.37835742119933 880.78085485333577 15.17347448208602 23.070951669826172 1785.2174958313699 72.661437888862565 261.38446713070152 108.47836961143184 439.61419355322141 4844.9629254206666 217.11719161970541 753.63774942827877 249.54467204981484 323.00439573603217 14.953205062891355 1977.8764372741571 6.6670575103489673 209.62739225948462 leaf_count=6374 307 59640 1234 254 91 177 5149 101 31485 231 83 71 64797 44610 331 2145 119532 5439 20610 3586 43354 246052 16946 52101 26991 57277 368 77367 667 23810 internal_value=0 -6.62818e-06 -0.0010382 0.00100139 0.0119394 -0.00184515 0.00645372 0.0188871 0.000474669 0.0078265 -0.00209813 0.016723 6.04406e-05 0.000521143 0.00166215 0.000105283 0.00073615 0.00136639 -0.000181767 0.00216157 -0.000124194 0.00023171 -0.000611555 -0.00159855 -0.000191998 -0.0025016 0.00258534 0.000220872 -0.00246431 -0.0019134 internal_weight=0 13658.2 833.796 236.37 10.8594 597.426 17.6728 8.47907 225.51 20.6017 579.753 3.40353 12824.4 3669.15 980.076 2689.07 1808.29 964.903 442.524 181.14 9155.28 5291.24 3864.03 1767.88 691.242 1076.64 264.498 2096.15 446.281 426.745 internal_count=911180 910873 98516 33396 446 65120 5326 355 32950 1465 59794 154 812357 261050 94763 166287 121677 94432 29635 9025 551307 290073 261234 177493 68115 109378 27359 83741 44021 40756 is_linear=0 shrinkage=0.01 Tree=771 num_leaves=31 num_cat=0 split_feature=4 5 2 10 10 10 6 6 10 6 10 6 2 10 2 4 2 2 3 2 10 10 10 10 3 5 10 3 6 6 split_gain=10.8257 9.26761 19.1325 11.7846 22.6089 20.4263 16.8397 11.9659 10.6936 17.7472 21.9357 17.3694 24.0718 19.3651 16.6344 20.226 16.1799 16.104 26.7916 33.4686 33.0092 13.3313 13.1344 17.2799 13.1391 13.5249 15.7523 18.3045 15.4269 13.9787 threshold=42.000000000000007 3.5000000000000004 0.2573593073593074 5.7250000000000005 9.1600000000000019 5.3450000000000006 340.50000000000006 91.500000000000014 5.4450000000000012 6.5000000000000009 6.1150000000000011 303.50000000000006 0.38913470993117016 7.6450000000000005 0.82683658170914553 29.500000000000004 0.40056497175141254 0.6401754385964914 0.68783602150537648 0.33460559796437661 5.6050000000000013 8.4800000000000022 5.7650000000000006 5.8150000000000004 0.59943502824858774 1.5000000000000002 7.6450000000000005 0.64729990356798472 26.500000000000004 19.500000000000004 decision_type=10 8 2 8 10 10 2 2 8 2 10 2 2 8 2 10 2 2 2 2 10 8 10 10 2 10 10 2 2 2 left_child=1 8 3 5 -5 -3 -7 -6 14 10 -10 17 21 16 -1 -16 -14 18 19 20 -11 -13 -21 -24 -25 26 27 28 29 -26 right_child=-2 2 -4 4 7 6 -8 -9 9 11 -12 12 13 -15 15 -17 -18 -19 -20 22 -22 -23 23 24 25 -27 -28 -29 -30 -31 leaf_value=-0.00023940807390117826 0.014439096703645144 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175.41884960286552 695.99020308666513 226.53898942325031 67.305146927305032 8.1875611333525722 18.462849764327984 159.28737347881543 6.8294809999642947 20.778422296454664 4.9352097185910671 2.9938369577284893 16.684432496433146 2.1911327086854726 leaf_count=526173 307 10559 60397 8388 7483 4704 402 6583 94924 2150 29407 6593 344 211 9307 15827 5314 19053 57575 21111 3064 703 2629 13812 476 1756 522 141 1178 87 internal_value=0 -6.56693e-06 -0.00102852 0.000702797 -0.00137796 0.00226982 0.0072739 0.00607509 5.98422e-05 0.000516019 -8.13194e-05 0.0013259 -0.00282903 0.00236255 -0.000122978 0.0014378 -0.000774004 0.00159435 0.00198168 0.00354683 0.00797162 -0.00773519 0.00226765 0.00393918 0.00313728 0.00737977 0.0112984 0.0141363 0.0168619 0.00632608 internal_weight=0 13655.5 833.227 361.423 155.261 206.162 58.4467 32.2479 12822.3 3668.53 2111.3 1557.23 94.5076 45.9182 9153.79 635.449 37.2327 1462.72 1287.3 591.309 132.607 48.5894 458.702 232.163 213.7 54.4125 33.6341 28.6989 25.705 9.02061 internal_count=911180 910873 98516 38119 22454 15665 5106 14066 812357 261050 124331 136719 13165 5869 551307 25134 5658 123554 104501 46926 5214 7296 41712 20601 17972 4160 2404 1882 1741 563 is_linear=0 shrinkage=0.01 Tree=772 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 10 11 10 1 10 10 10 6 1 1 1 28 6 10 10 1 1 5 1 1 24 1 4 6 split_gain=465.473 373.242 49.7269 32.9609 31.8891 31.3428 29.2094 26.8666 25.6656 29.2171 23.4191 21.5583 19.2217 18.3637 21.6786 17.3447 29.2491 17.7913 16.8154 19.3916 15.7427 28.6888 63.9234 21.395 17.0657 15.6984 15.0772 14.2526 34.9743 21.334 threshold=0.99998754262924205 6.1143434777477532e-06 0.0006371206545736001 -7.4999999999999991 0.98755538463592529 -364.49999999999994 2.5450000000000004 6.6807518805944721e-07 2.9150000000000005 -244.49999999999997 5.3250000000000011 2.6250000000000004 2.3850000000000002 371.50000000000006 -30.499999999999996 -89.499999999999986 -144.49999999999997 1.0000000180025095e-35 212.50000000000003 6.5450000000000008 6.1150000000000011 -57.499999999999993 -52.499999999999993 2.5000000000000004 -49.499999999999993 -39.499999999999993 1.0000000180025095e-35 -22.499999999999996 29.500000000000004 14.500000000000002 decision_type=2 2 2 8 2 10 10 2 10 10 10 10 10 2 8 10 10 2 2 10 10 10 10 10 10 10 2 8 10 2 left_child=1 7 3 10 5 18 15 -1 -6 -10 -3 -8 -5 20 -15 16 -7 -18 -4 -20 -11 23 -23 -22 -24 -17 27 -12 -29 -30 right_child=-2 2 4 12 8 6 11 -9 9 13 26 -13 -14 14 -16 25 17 -19 19 -21 21 22 24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.0086191728230718707 0.0088236703802463089 -0.0017989165702717918 -0.0011521058865306057 0.00089126093397841636 0.0045792430460609556 -0.00077790171909387527 0.004990576895020144 -0.0049698504586260378 -0.00073713331299264326 0.0046412056378108196 0.00094000224913965672 0.0005750741633326217 -0.005999377429017282 -0.015520221695720935 0.0088127710861136549 6.0956868496037332e-05 -0.010362415174666946 0.0094767910571314576 0.0016785911329875651 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internal_value=0 -0.000387213 4.73707e-05 -0.00167942 0.000281983 8.91526e-05 0.000397579 -0.00694973 0.00181234 0.00104526 -0.000955362 0.000653054 -0.00477998 0.00277662 -0.00755035 -0.00114079 -0.00394097 -0.0089949 -0.000969746 0.00328981 0.00314688 0.000874636 -0.00479402 0.00362605 0.00181565 -0.00055559 0.00137713 0.00132132 0.0131524 0.0407401 internal_weight=0 13087.2 12274.4 1468.2 10806.2 9596.94 7432.16 812.834 1209.25 946.771 1190.24 6373.69 277.952 480.26 16.6232 1058.47 182.967 70.4318 2164.77 88.8736 463.637 183.94 60.1058 123.834 42.6045 875.504 316.128 315.921 9.8644 3.13493 internal_count=911180 795632 303792 166085 137707 107903 71230 491840 29804 13398 121769 63528 44316 8216 118 7702 1356 477 36673 2010 8098 4000 718 3282 633 6346 31144 31114 1650 331 is_linear=0 shrinkage=0.01 Tree=773 num_leaves=31 num_cat=0 split_feature=7 10 1 1 6 6 2 6 1 10 2 1 2 1 6 10 6 1 2 2 1 1 10 1 1 10 6 6 10 2 split_gain=9.84993 9.1038 22.8402 43.9715 22.9079 26.7401 27.1655 22.2139 22.5034 24.8907 19.5752 18.5902 22.5798 17.685 26.5749 24.3719 30.8595 19.3977 17.5261 30.447 20.7739 17.3096 52.4804 16.7545 16.6096 15.515 20.634 26.8023 15.4929 15.2648 threshold=1.0000000180025095e-35 5.4450000000000012 -287.49999999999994 -288.49999999999994 6.5000000000000009 786.50000000000011 0.68208556149732635 63.500000000000007 -317.49999999999994 5.4450000000000012 0.028778467908902653 -282.49999999999994 0.028778467908902653 -122.49999999999999 1.5000000000000002 4.1150000000000011 76.500000000000014 -133.49999999999997 0.31158186076218869 0.40553289138194804 -78.499999999999986 -63.499999999999993 7.6900000000000004 -42.499999999999993 -159.49999999999997 5.455000000000001 170.50000000000003 182.50000000000003 6.285000000000001 0.569035604149145 decision_type=10 8 10 10 2 2 2 2 8 10 2 10 2 10 2 10 2 10 2 2 10 10 10 10 10 8 2 2 8 2 left_child=1 13 3 7 -4 6 11 -3 9 -9 28 12 -6 14 -1 16 17 -16 -13 20 -20 24 -23 25 -8 26 -21 -28 -10 -27 right_child=-2 2 4 -5 5 -7 21 8 10 -11 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72.561943494627485 711.23331118776696 18.670282604580279 4912.2833525939204 742.6238463257323 1046.3852199979592 338.2010486862273 9.9276835886412282 77.146996202529408 1.1785754451993846 129.10415406833636 45.411914106283803 21.957418178906664 35.823408852564171 70.685733777238056 163.09289142253692 0.46681236819131289 0.47064939065603539 5.3604537298670039 106.62220032463665 leaf_count=129030 246 87075 67702 729 5 1136 3206 15 217 5307 15920 74339 2346 260091 28802 160379 14980 283 7293 266 7969 1863 1099 5967 3017 19602 11 162 165 11958 internal_value=0 -5.87054e-06 0.000386483 0.00160851 -6.65858e-05 0.000853361 0.000999939 0.00136557 -0.00240734 0.00235876 -0.00586246 0.00150559 -0.00835182 -0.000175975 -0.000621346 -0.00143751 -0.000391563 -0.00151915 0.00165719 0.00306425 0.00603704 -0.00281315 0.00108564 0.0010713 -0.00550451 0.00191847 0.0288907 0.063904 0.0105443 0.00170686 internal_weight=0 13640.5 4125.29 1115.78 3009.51 1425.08 1408.94 1099.32 136.654 57.4315 79.2227 1243.98 18.8421 9515.16 4602.88 2137.14 1090.75 752.552 1225.14 513.906 206.251 164.963 67.3693 307.655 97.5932 271.831 2.11604 0.937462 6.66073 269.715 internal_count=911180 910934 317369 109428 207941 140239 139103 108699 21624 5322 16302 129918 2351 593565 333474 204444 44065 29085 127567 53228 15262 9185 2962 37966 6223 31999 439 173 382 31560 is_linear=0 shrinkage=0.01 Tree=774 num_leaves=31 num_cat=0 split_feature=7 10 1 1 6 6 2 6 1 10 2 1 2 2 1 10 1 10 10 1 6 1 2 2 2 2 1 1 10 18 split_gain=9.74675 8.92344 22.3977 43.1368 22.5993 26.2174 26.6355 21.7859 22.126 23.8653 19.2438 18.2897 20.4802 17.4112 18.4849 24.4679 25.3516 34.2294 26.0998 24.4655 21.833 17.9193 27.2114 17.5864 17.1598 29.7828 20.3082 16.9549 51.7833 16.9104 threshold=1.0000000180025095e-35 5.4450000000000012 -287.49999999999994 -288.49999999999994 786.50000000000011 6.5000000000000009 0.68208556149732635 63.500000000000007 -317.49999999999994 5.4450000000000012 0.028778467908902653 -282.49999999999994 0.028778467908902653 0.98936170212765973 -216.49999999999997 3.9950000000000006 -252.49999999999997 5.1250000000000009 5.1350000000000007 -254.49999999999997 120.50000000000001 -228.49999999999997 0.15018796992481201 0.33218390804597703 0.31158186076218869 0.40553289138194804 -78.499999999999986 -63.499999999999993 7.6900000000000004 1.0000000180025095e-35 decision_type=10 8 10 10 2 2 2 2 8 10 2 10 2 2 10 10 8 10 10 8 2 8 2 2 2 2 10 8 10 2 left_child=1 13 3 7 5 -4 11 -3 9 -9 -10 12 -7 14 15 20 18 -18 -17 -20 -1 22 -19 -21 -13 26 -26 29 -29 -8 right_child=-2 2 4 -5 -6 6 27 8 10 -11 -12 24 -14 -15 -16 16 17 21 19 23 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.00040793241050713491 0.015008929023458217 0.0018826770370804771 -0.00088514031824754504 0.017667008473167205 -0.011910908906486618 0.095396673835033266 -0.006984138598394328 0.047637335775708112 0.010465135977433145 0.001416934139091022 -0.0073183933440276608 0.00063393835099678309 -0.0093687687065561031 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87075 67702 729 1136 5 5695 15 382 5307 15920 74339 2346 17467 301531 45020 72898 637 31364 131 8424 37280 4001 294 7293 37966 7969 1863 1099 528 internal_value=0 -5.81938e-06 0.000382657 0.00159313 -6.59399e-05 -2.54142e-06 0.000989803 0.0013525 -0.0023871 0.00233359 -0.0058223 0.00149001 -0.00831492 -0.00017424 -0.000277101 -0.000803719 -0.0016644 -0.00265243 -0.000217337 0.00217851 -6.11263e-05 -0.00618231 -0.000950873 0.0142812 0.00163991 0.00303166 0.00596954 -0.00278914 0.00107862 -0.0054505 internal_weight=0 13638.7 4124.7 1115.28 3009.42 2993.4 1409.09 1098.83 136.441 57.4678 78.9731 1244.38 18.7382 9513.99 8994.01 3828.29 1773.16 1053.71 719.455 278.612 2055.13 217.903 50.3472 15.758 1225.64 514.222 206.496 164.715 67.14 97.5748 internal_count=911180 910934 317369 109428 207941 206805 139103 108699 21624 5322 16302 129918 2351 593565 576098 274567 191625 114816 76809 31789 82942 41918 4638 425 127567 53228 15262 9185 2962 6223 is_linear=0 shrinkage=0.01 Tree=775 num_leaves=31 num_cat=0 split_feature=9 10 1 1 3 6 1 6 6 1 10 3 6 1 1 1 6 10 6 1 6 10 10 10 1 0 24 10 1 6 split_gain=9.63796 8.74612 21.9631 42.3173 26.1068 25.1076 24.5444 24.3765 21.3648 21.7477 22.9111 19.9326 18.3039 26.4321 17.7701 17.0311 26.1594 23.6191 29.9207 19.1888 16.9693 16.1615 15.8664 18.3185 16.2831 15.3134 14.6857 13.9576 14.831 14.7726 threshold=inf 5.4450000000000012 -287.49999999999994 -288.49999999999994 0.37341365461847392 348.50000000000006 -282.49999999999994 1.5000000000000002 63.500000000000007 -317.49999999999994 5.4450000000000012 0.97385509227614497 80.500000000000014 -135.49999999999997 -26.499999999999996 -122.49999999999999 1.5000000000000002 4.1150000000000011 76.500000000000014 -133.49999999999997 1.0000000180025095e-35 9.7700000000000014 9.7700000000000014 5.8350000000000009 -270.49999999999994 1.0000000180025095e-35 1.0000000180025095e-35 5.8150000000000004 -304.49999999999994 9.5000000000000018 decision_type=8 8 10 10 2 2 10 2 2 8 10 2 2 8 8 10 2 10 2 10 2 8 10 10 10 2 2 10 10 2 left_child=-1 15 3 8 12 6 -6 -8 27 10 -10 25 20 -14 -7 16 26 18 19 -18 22 -22 23 -4 -25 -11 -2 29 -29 -3 right_child=1 2 4 -5 5 14 7 -9 9 11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.014960429002504876 7.2906568192805248e-05 0.0020244022072379948 0.00054374540477378436 0.017504978232748755 -0.0092908056486947586 -0.0082742412546333039 -0.00074832462492616277 0.0016691867243722525 0.046270369481008621 -0.0081680645473340956 0.0014024279658798175 0.011403353354362012 0.018362521981934717 -0.00073368228389940435 0.0081419795459416865 0.00023687898056064127 -0.0013178996722322555 -0.0024954118010368301 0.002078637152364934 -0.015362963054391108 -0.0019199200809621509 -0.0062973129355264222 0.014128886069667288 0.026433172683373796 -0.0037656152178267874 0.015830324373550104 0.031362032656485385 0.0013563530623316336 -0.0037384626217456351 0.0060695814666987379 leaf_weight=4.3042630705749616 2463.4021369764232 542.24610306066461 377.37343121308368 16.435839700687211 23.901817019563168 48.120557736227056 609.77518332743784 1319.9797561034793 1.161546551156788 69.768585145298857 56.341543157061096 6.2173688536277032 11.300976372236617 20.212156935187526 7.6409395777736782 4912.9567941755522 742.42186484410195 1043.9502563692804 338.35254736704519 9.8566416550893319 299.76806098368252 117.36574984999606 7.3371956278569987 1.8050656847190101 164.69793551182374 2.7642879889463066 1.5009751842590038 236.19649633480003 75.368014137202408 108.31045037688455 leaf_count=255 128927 62153 11561 729 2294 7843 22866 125874 15 15739 5307 372 1518 2309 119 260091 28802 160379 14980 283 17293 10267 329 36 5624 191 103 13548 1807 9566 internal_value=0 -5.77785e-06 0.000378847 0.00157783 -6.53251e-05 0.000591697 0.000780544 0.000905287 0.0013395 -0.00236659 0.00230875 -0.0057805 -0.00138574 0.00611444 -0.00602474 -0.000172531 -0.000609844 -0.00142025 -0.000391106 -0.00150192 -0.00162982 -0.00315155 -0.000478243 -0.000675301 -0.00343823 -0.00725347 9.19597e-05 0.00186435 0.000123908 0.00269788 internal_weight=0 13636.5 4124.09 1114.81 3009.28 2009.42 1953.66 1929.75 1098.37 136.253 57.5031 78.7502 999.861 31.5131 55.7615 9512.44 4599.48 2134.58 1090.63 752.279 968.347 417.134 551.214 543.876 166.503 72.5329 2464.9 962.121 311.565 650.557 internal_count=911180 910925 317360 109427 207933 158996 151034 148740 108698 21624 5322 16302 48937 3827 7962 593565 333474 204444 44065 29085 45110 27560 17550 17221 5660 15930 129030 87074 15355 71719 is_linear=0 shrinkage=0.01 Tree=776 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 1 1 5 11 1 11 5 1 6 24 6 1 6 1 6 11 5 1 6 1 18 1 24 split_gain=459.855 367.94 48.7723 36.2962 29.8044 28.4747 26.909 19.9331 22.455 11.7022 11.6369 11.092 11.3531 11.0801 11.2212 9.75655 10.2997 18.5562 9.62561 9.55565 18.093 13.511 9.50574 9.50398 68.9726 138.524 363.557 54.9463 48.3536 9.33065 threshold=0.99998754262924205 6.1143434777477532e-06 0.0016333823441527001 -348.49999999999994 0.99473056197166454 -37.499999999999993 6.6807518805944721e-07 -244.49999999999997 -246.49999999999997 3.5000000000000004 0.99999946355819713 -19.499999999999996 0.13270235061645502 4.5000000000000009 -35.499999999999993 15.500000000000002 1.0000000180025095e-35 34.500000000000007 -348.49999999999994 141.50000000000003 -371.49999999999994 144.50000000000003 0.00017857718921725002 6.5000000000000009 -64.499999999999986 71.500000000000014 -65.499999999999986 1.0000000180025095e-35 -346.49999999999994 1.0000000180025095e-35 decision_type=2 2 2 10 2 8 2 10 10 10 2 10 2 10 10 2 2 2 10 2 10 2 2 10 8 2 10 2 8 2 left_child=1 6 3 -3 5 29 23 8 19 -9 -2 12 13 -7 -15 22 -17 -18 -8 -6 21 -21 -5 -1 25 27 28 -25 -27 -4 right_child=10 2 4 15 7 11 18 9 -10 -11 -12 -13 -14 14 -16 16 17 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.0087925689537287372 0.0062481350978201636 -0.0041007250681610484 0.00051489470315067701 -0.0024337888480449898 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7.2633981294929972 28.934020681772381 657.74207473779097 0.76814638701034688 5.8877831614518064 0.01781116402707994 0.044306866591796279 0.061980497790500522 0.11059462022967637 3.9558433648198834 leaf_count=332491 17679 53867 53650 49502 15211 20497 41219 9303 17 1423 97869 1142 16181 355 44 60578 17 30 108465 11 54 453 21423 462 9030 13 7 20 133 34 internal_value=0 -0.000383638 4.66052e-05 -0.00137111 0.000327086 0.000154683 -0.00692579 0.0020154 0.000629827 0.00353174 0.00881126 -0.000674385 -0.000818368 -0.00165478 0.005611 -0.000714719 0.000368092 0.0607507 -0.0049402 0.000728074 -0.00415024 -0.000708681 -0.00126645 -0.00860588 0.00304535 0.0797054 0.337371 0.0260966 0.0678658 0.000524352 internal_weight=0 13072 12265.4 2025.81 10239.6 9290.85 806.631 948.744 495.75 452.993 567.524 2865.13 2719.5 1016.35 20.5637 1633.1 551.248 0.282343 369.703 494.696 37.1387 29.8753 1081.85 436.928 6.89062 1.00284 0.172713 0.830127 0.128406 6425.72 internal_count=911180 795632 303792 185417 118375 91903 491840 26472 15746 10726 115548 38219 37077 20896 399 131550 60625 47 149684 15729 518 464 70925 342156 9665 635 153 482 146 53684 is_linear=0 shrinkage=0.01 Tree=777 num_leaves=31 num_cat=0 split_feature=11 11 11 11 10 10 11 10 6 0 6 10 2 4 4 46 4 10 2 2 10 2 2 10 6 2 2 11 4 4 split_gain=454.501 363.354 51.2138 32.1746 25.7336 24.9609 23.5743 22.3306 14.059 15.8203 13.6846 25.2827 13.6746 13.5281 13.8142 13.4852 13.4084 13.2771 12.411 13.5221 14.3118 14.4107 12.2183 11.8899 11.7963 11.7567 11.8935 11.6907 11.6775 11.0864 threshold=0.99998754262924205 5.1029428504989491e-06 0.00032736793218645006 0.97252115607261669 5.5250000000000012 3.4350000000000005 6.6807518805944721e-07 8.615000000000002 182.50000000000003 1.0000000180025095e-35 313.50000000000006 4.4150000000000009 0.26692111959287529 9.5000000000000018 7.5000000000000009 1.0000000180025095e-35 27.500000000000004 2.3850000000000002 0.88956639566395668 0.14337101747173689 2.7950000000000004 0.12062851552946931 0.15831244778613199 9.0500000000000025 160.50000000000003 0.40924344112263583 0.39938650306748474 0.99999946355819713 16.500000000000004 29.500000000000004 decision_type=2 2 2 2 10 10 2 8 2 2 2 10 2 8 10 2 10 10 2 2 10 2 2 10 2 2 2 2 8 8 left_child=1 6 4 5 15 8 -1 10 9 18 -5 -12 -13 14 -7 17 22 -3 19 20 21 -4 -10 -8 -22 26 -14 -2 -21 -25 right_child=27 2 3 7 -6 13 23 -9 16 -11 11 12 25 -15 -16 -17 -18 -19 -20 28 24 -23 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=-0.0085936805687138688 0.0062233027944063714 0.00014723136087052812 -0.0026535597112436627 0.001400964234247162 0.0010749796381828017 -0.00014157845399901173 -0.0054914500432155467 0.0054419919296719559 -0.014712294237658701 0.00014634831397599429 0.0060238459446424518 -0.020240660403308654 -0.0097864010060867077 0.00052329109678201811 -0.0046572974062373115 -0.001872649370349064 0.00083219719134937809 -0.0054348339679503813 0.00067166732951025364 0.0030460513590120355 0.0019661401848096948 0.0058915151004942049 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11.8161 11.7443 10.0408 10.1031 13.9983 11.2773 13.3488 10.4265 9.44159 8.86521 18.2757 37.5226 30.2192 9.96699 14.4047 12.3729 8.151 16.9327 threshold=0.99998754262924205 5.1029428504989491e-06 0.00032736793218645006 0.97252115607261669 5.7250000000000005 3.4350000000000005 6.6807518805944721e-07 8.615000000000002 1.0000000180025095e-35 0.00028515965095715011 9.5000000000000018 7.5000000000000009 6.285000000000001 0.99999946355819713 0.18897357583045957 9.0500000000000025 8.1200000000000028 7.6900000000000004 6.0450000000000008 0.88251725271114034 0.13453458306399482 29.500000000000004 0.62453007518796999 0.64308462238398556 7.1150000000000011 9.1600000000000019 7.2120025151889433e-07 4.0456557144352709e-06 0.68783602150537648 0.67574992574992587 decision_type=2 2 2 2 10 10 2 8 2 2 8 10 10 2 2 10 10 10 10 2 2 8 2 2 10 8 2 2 2 2 left_child=1 6 4 5 -3 -4 -1 28 20 -10 11 -7 -8 -2 -12 16 17 18 -16 -20 -6 -14 -23 24 -24 -25 -27 -28 29 -5 right_child=13 2 3 7 8 10 12 -9 9 -11 14 -13 21 -15 15 -17 -18 -19 19 -21 -22 22 23 25 -26 26 27 -29 -30 -31 leaf_value=-0.0085811812678843087 0.0061984274266664767 -0.0025638497186560956 -0.00063983659450532525 0.0014547007039850031 -0.004485984335057612 -0.00014017001356709277 -0.0057390681855465911 0.0054149214211999964 0.010613499196922824 0.075852122847384684 0.00014207818589896689 -0.0046192620709750018 -0.0028973385531816127 0.0096001974005892818 0.001142513386060197 0.0052987771817088261 -0.0040338794829459903 0.0071829886316148285 -0.00060446599071945189 -0.0070677827321544411 0.0018309023110968151 -0.0062366126446266427 0.26581860928028583 0.0086298565591792359 -0.010040787388846274 0.21959270131289324 0.020880017732050032 0.1162057509037259 -0.00022531949617356014 0.011118601648981152 leaf_weight=429.55803039349848 133.38040156720672 991.5123903771746 3456.7919816505164 1044.6276945997961 28.184916196449194 205.14986723242328 292.12674430798506 137.06555060157552 9.573688843112901 0.34849298140034157 3206.584963838337 100.95496305380948 29.422027911932673 424.4471646915772 2293.5395146310329 52.959581032395363 56.55369770899415 29.127459049224854 174.8364299107343 29.115415930747986 147.42486307717627 5.243353803874923 0.10875335917808104 4.8208641356904991 0.062550882808864117 0.043552808638196328 0.97047036327421643 0.15838168258778751 307.88126451475546 18.451224886346608 leaf_count=342156 17679 141216 30053 17555 1720 2721 123582 11164 753 18 70160 1334 12271 97869 14484 272 335 167 912 153 16335 1783 37 1651 20 37 487 39 4026 191 internal_value=0 -0.000376619 3.632e-05 0.000244471 -0.00192904 3.32471e-05 -0.00703263 0.00158989 0.00146351 0.0129049 0.000411646 -0.0016174 -0.00503479 0.00878681 0.00051795 0.000975159 0.000886517 0.000996651 0.000924502 -0.00152715 0.000817058 4.15895e-06 0.00748737 0.0191605 0.16509 0.0149894 0.0411395 0.0342545 0.00120748 0.00162243 internal_weight=0 13053.2 12290.7 11113.6 1177.04 9605.61 762.515 1508.03 185.532 9.92218 6148.82 306.105 332.957 557.828 5842.72 2636.13 2583.17 2526.62 2497.49 203.952 175.61 40.83 11.4079 6.16457 0.171304 5.99327 1.1724 1.12885 1370.96 1063.08 internal_count=911180 795632 313569 153527 160042 120591 482063 32936 18826 771 90538 4055 139907 115548 86483 16323 16051 15716 15549 1065 18055 16325 4054 2271 57 2214 563 526 21772 17746 is_linear=0 shrinkage=0.01 Tree=779 num_leaves=31 num_cat=0 split_feature=7 5 2 38 2 2 2 2 2 2 2 2 18 5 2 0 2 2 2 2 5 2 2 2 24 33 13 33 2 18 split_gain=9.53386 9.03321 18.7133 6.419 8.08957 8.78242 6.93497 29.4568 19.5496 10.7046 13.7393 9.75287 15.8586 14.5464 9.75254 9.15382 19.2048 13.9528 7.53818 7.48359 7.47289 7.3702 7.32907 6.5694 10.3971 6.24984 6.07458 5.89896 5.85838 6.78367 threshold=1.0000000180025095e-35 3.5000000000000004 0.2573593073593074 1.0000000180025095e-35 0.30048543689320389 0.28147007042253525 0.49844720496894418 0.51869322152341024 0.41476388168137007 0.31158186076218869 0.18773496240601503 0.82683658170914553 1.0000000180025095e-35 1.5000000000000002 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36958 34801 3651 2161 2024 65721 748 2523 112 119011 7572 2391 4054 67800 71 48 123 38 1432 68 internal_value=0 -5.73425e-06 -0.00101723 5.99669e-05 0.00298547 0.00558032 4.27762e-05 0.000336465 -0.000143316 3.43681e-05 -0.000189812 -0.000167925 -0.000516313 0.000642648 0.00291905 0.000104406 -0.000486522 0.00477445 0.00470918 0.000726236 0.000499178 -0.000707426 0.00363701 -0.00108567 -0.000582121 -0.000718807 -0.00155982 -0.000616092 -0.00278933 -0.00421714 internal_weight=0 13592.7 829.053 12763.6 74.5629 46.0089 12689 4921.69 7767.36 6901.63 5212.63 3453.64 2415.46 1038.18 127.294 3923.94 1571.53 66.4529 89.7526 1689 2352.4 2288.17 140.31 1288.69 860.618 1505.08 865.731 859.797 67.1301 54.4179 internal_count=911180 910934 98519 812415 3797 1596 808618 307880 500738 424857 304078 229602 188586 41016 5787 199211 69040 3271 3763 120779 130171 182799 6215 104867 67909 65769 75881 67838 9072 7640 is_linear=0 shrinkage=0.01 Tree=780 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 6 6 3 2 6 3 2 11 3 6 2 6 11 6 3 1 2 11 6 6 40 6 1 split_gain=443.996 354.096 49.3051 31.3412 35.4332 26.8635 23.607 17.2227 17.0809 27.8311 15.8892 13.3159 13.2197 14.5864 12.7823 12.3618 13.6443 11.8936 14.4633 11.7938 10.995 16.6154 10.6092 10.2817 10.2564 10.8359 10.0464 9.82962 9.6908 9.26846 threshold=0.99998754262924205 5.1029428504989491e-06 0.00032736793218645006 -1.0000000180025095e-35 0.99473056197166454 -11.499999999999998 6.6807518805944721e-07 13.500000000000002 313.50000000000006 0.6586800573888093 0.88478556841388711 212.50000000000003 0.96178188899707895 0.28147007042253525 0.2688089013099671 0.62542517006802734 3.5000000000000004 0.75110619469026563 25.500000000000004 0.99999946355819713 1813.0000000000002 0.81769305962854366 -154.49999999999997 0.55028089887640463 0.068259380757808671 497.50000000000006 20.500000000000004 1.0000000180025095e-35 91.500000000000014 -65.499999999999986 decision_type=2 2 2 8 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 10 left_child=1 6 5 4 24 7 -1 -3 -6 22 11 14 13 -13 15 16 -5 -16 -19 -2 -7 -22 -10 -8 -4 27 -12 -26 -17 -9 right_child=19 2 3 10 8 20 23 29 9 -11 26 12 -14 -15 17 28 -18 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0085682795391740334 0.0061743419314157916 -0.0021954312061346626 -2.9664385975674005e-05 -0.00038312700030222096 0.0034098596021188816 -0.0049085029064373413 -0.0039238672873984724 0.0019659999645365053 -0.014672252874259033 -0.021841794225289184 0.0026270992320735378 -0.0060793589945880144 0.015258693661784102 0.0035523007260680013 -0.000339009145069241 -0.0044380036328719279 -0.0036643786203744101 -0.0099868432585027596 0.0071971324122961948 0.0095946616398881086 0.13796007930137519 -0.010147349066490643 0.0063207141585918478 -0.0078699173975729474 0.00075727314464888893 -0.0045635505435638428 -0.010335724772089173 -0.012178123577240104 0.0013802789029172186 -0.0013372015688864081 leaf_weight=425.80901281055412 132.60907024960034 575.18637809588108 3547.6177946743555 486.74387861578725 509.9009334538132 247.86833763075992 240.18510456505464 207.61347559641581 3.0058947913348675 7.1219710670411578 171.56634403625503 19.778486613999121 7.6207738223019978 76.6903060200857 1383.5957923212554 244.34282223589253 171.33766551211011 24.881270827259872 6.0985718984156838 420.46751070237951 0.13510437635704775 0.17240184196271002 12.089399594813587 91.065013224957511 4355.2137975245714 38.869925597682595 6.1946464881766579 5.8825228642672291 32.425504809943959 143.76708842010703 leaf_count=342156 17679 58971 60624 9922 11949 44925 104922 36389 18 51 3192 511 82 1876 22799 8057 6990 310 77 97869 33 18 138 34985 25196 245 109 39 1342 19706 internal_value=0 -0.000373187 3.58293e-05 0.000241817 0.000537669 -0.00191245 -0.00701079 -0.00112983 0.00303588 -0.00554732 -0.000711612 -0.000920779 0.00257922 0.00157757 -0.00107584 -0.00198317 -0.00123743 -0.000476217 -0.00660407 0.00877458 -0.00483437 0.0549244 0.00214043 -0.00500869 0.000370405 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5.5250000000000012 3.4350000000000005 6.6807518805944721e-07 2.1250000000000004 1.0000000180025095e-35 0.00028515965095715011 18.500000000000004 9.5000000000000018 7.5000000000000009 0.99999946355819713 6.285000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.18897357583045957 9.0500000000000025 8.1200000000000028 7.6900000000000004 6.0450000000000008 0.11558704453441292 1.0000000180025095e-35 28.500000000000004 0.49844720496894418 0.88956639566395668 17.500000000000004 0.18142633228840127 0.24165739710789766 decision_type=2 2 2 2 10 10 2 10 2 2 10 8 10 2 10 2 2 2 10 10 10 10 2 2 8 2 2 8 2 2 left_child=1 6 4 5 -3 15 -1 -5 -6 -10 -9 12 -7 -2 -8 26 17 23 19 20 21 -19 -23 -13 -25 -26 27 -4 -29 -30 right_child=13 2 3 7 8 11 14 10 9 -11 -12 16 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 24 25 -27 -28 28 29 -31 leaf_value=-0.0085556056465990668 0.0061493842508859864 -0.0026116330041091934 0.0030749261663951116 0.0047631054455026314 0.00046929378152476512 -0.00014325210064850333 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26078 999 18747 90538 4055 115548 139907 30053 86483 86223 16268 15996 15661 15494 1064 69955 11423 9486 20738 18689 18064 14988 is_linear=0 shrinkage=0.01 Tree=782 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 10 1 11 10 1 10 1 10 11 4 10 1 5 11 2 2 40 10 10 18 1 10 10 1 10 split_gain=433.69 345.174 47.5196 30.6996 34.507 28.7808 26.5256 23.6326 23.292 20.0838 19.6786 55.4637 19.6156 31.517 20.6921 17.7922 17.0479 17.0286 16.9065 16.491 21.3467 16.3372 14.5669 14.521 14.0568 26.7939 13.3615 14.2718 38.182 19.3621 threshold=0.99998754262924205 5.1029428504989491e-06 0.00032736793218645006 -1.0000000180025095e-35 0.99473056197166454 2.5450000000000004 -11.499999999999998 6.6807518805944721e-07 2.6250000000000004 -78.499999999999986 5.5950000000000006 -16.499999999999996 3.9350000000000005 0.98755538463592529 23.500000000000004 6.4450000000000012 -39.499999999999993 3.5000000000000004 0.0070173616986721008 0.51363749070171105 0.98936170212765973 1.0000000180025095e-35 2.3850000000000002 1.6450000000000002 1.0000000180025095e-35 -49.499999999999993 3.5950000000000002 6.0550000000000006 -67.499999999999986 9.1600000000000019 decision_type=2 2 2 8 2 10 8 2 10 10 10 8 10 2 8 10 10 10 2 2 2 2 10 10 2 10 10 10 10 10 left_child=1 7 6 4 5 9 10 -1 -7 -4 -3 24 13 14 19 18 23 -6 -14 -5 -21 26 -8 -11 -12 -26 -10 -28 -29 -30 right_child=-2 2 3 12 17 8 22 -9 21 16 11 -13 15 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 27 28 29 -31 leaf_value=-0.0085428451381612553 0.0087496886264764092 -0.0018372654328202963 -0.0031357605162790013 0.0073280284794181695 0.003679453952041235 0.0050359560821026106 0.00082972005443034298 -0.0049580633110048126 -0.00038830614031496938 0.0012136809551747496 0.0008213394720357599 0.10482719038274936 -0.0065236527401741672 0.0029890065004154536 -0.00096213240482064867 0.0037782691964689599 -0.0030932339444944591 -0.0017335809977248578 -0.0017885830663451475 -0.0074809084586265097 0.015940061934160383 -0.013375675569873046 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19.6998 19.3057 49.0757 19.2585 30.9546 20.2968 17.9318 17.4572 16.7566 16.7149 16.3042 16.1775 20.9875 16.121 14.414 14.2382 13.0911 13.982 37.4279 18.9798 26.3474 threshold=0.99998754262924205 5.1029428504989491e-06 0.00032736793218645006 -1.0000000180025095e-35 0.99473056197166454 2.5450000000000004 -11.499999999999998 6.6807518805944721e-07 2.6250000000000004 -78.499999999999986 5.5950000000000006 -16.499999999999996 3.9350000000000005 0.98755538463592529 23.500000000000004 0.54186137071651097 6.4450000000000012 0.0070173616986721008 -39.499999999999993 5.6250000000000009 0.51363749070171105 0.98936170212765973 1.0000000180025095e-35 2.3850000000000002 1.6450000000000002 3.5950000000000002 6.0550000000000006 -67.499999999999986 9.1600000000000019 -55.499999999999993 decision_type=2 2 2 8 2 10 8 2 10 10 10 8 10 2 8 2 10 2 10 10 2 2 2 10 10 10 10 10 10 10 left_child=1 7 6 4 5 9 10 -1 -7 15 -3 -12 13 14 20 -4 17 -14 24 -6 -5 -22 25 -8 -11 -10 -27 -28 29 -29 right_child=-2 2 3 12 19 8 23 -9 22 18 11 -13 16 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 27 28 -30 -31 leaf_value=-0.0085299977154195544 0.0087370435566095656 -0.0018221338381133256 -0.0048407709940361575 0.0072619845660263473 0.0045267880580569277 0.0049876548514529145 0.00082086080893405936 -0.0049327626591154127 -0.00038446775351771794 0.001201254646853357 0.0014934852768882596 0.094045044626695426 -0.0065000038833206751 0.0029668308077643772 -0.00095255618388232616 -7.5720380911755358e-05 0.0037419464687315257 -0.0017721927982867261 -0.0030635464158121481 0.000986514766437407 -0.0074100206218773845 0.015860824046166618 -0.013339304674695959 -0.0058210673988118491 -0.0027256376034712755 0.00099326121205315678 0.00093344749235063813 -0.0067674394027460935 0.00450679120511351 -0.00022734404643963958 leaf_weight=415.0696849503438 539.0266919209389 736.318756543973 216.94647136703134 54.786943927872926 297.37588146561757 116.89024699106812 38.813573417253792 326.38538112788228 1232.9272086834535 520.65279101580381 186.09633116750047 0.57469602208584447 83.184094902360812 278.80270819994621 1376.5104333141353 124.18008653260767 51.799518153071404 758.85334703396074 165.61726477183402 231.23755867872387 18.842564472462985 4.8791243685409418 8.3718225155025703 206.53881472803187 112.23705883789808 4472.973018304212 690.15972086787224 157.47234180476516 27.65536077786237 101.17485152930021 leaf_count=342156 115548 97610 1685 595 7202 962 699 139907 12716 4058 17433 23 11640 14087 13049 1103 802 14834 1237 4954 216 44 168 44277 1130 54694 6016 1214 286 835 internal_value=0 -0.000362982 3.47889e-05 0.000234793 0.000524684 0.000361492 -0.00186598 -0.00694651 0.000605251 -0.0010946 -0.00109394 0.00177842 -0.000700288 -8.56016e-05 -0.000670492 -0.00310615 -0.00189263 -0.00223925 -0.00023526 0.00297812 0.00427501 -0.00262363 0.000528689 -0.00477035 0.000504857 0.000546063 0.000756594 -0.000327531 -0.00336724 -0.00420915 internal_weight=0 13013.3 12271.9 11103.5 8475.87 7947.26 1168.34 741.455 6807.62 1139.63 922.99 186.671 2627.66 1733.82 1455.02 341.127 893.837 842.037 798.507 528.613 78.5086 23.7217 6690.73 245.352 632.89 6682.36 5449.44 976.462 286.303 258.647 internal_count=911180 795632 313569 153527 98260 86104 160042 482063 76891 9213 115066 17456 55267 27991 13904 2788 27276 26474 6425 12156 855 260 75929 44976 5188 75761 63045 8351 2335 2049 is_linear=0 shrinkage=0.01 Tree=784 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 10 1 11 10 1 10 1 10 11 10 5 11 1 10 10 10 11 10 1 0 10 1 1 11 10 split_gain=423.599 336.443 45.8009 29.509 33.3742 27.6458 25.8731 23.6522 22.3996 19.3215 18.941 43.8982 18.9076 30.4017 17.1283 16.7399 16.6069 16.3883 14.2621 13.9608 13.6357 14.4215 13.9832 36.866 19.2972 18.643 25.9302 15.3379 23.6752 18.448 threshold=0.99998754262924205 5.1029428504989491e-06 0.00032736793218645006 -1.0000000180025095e-35 0.99473056197166454 2.5450000000000004 -11.499999999999998 6.6807518805944721e-07 2.6250000000000004 -78.499999999999986 5.5950000000000006 -16.499999999999996 3.9350000000000005 0.98755538463592529 6.4450000000000012 3.5000000000000004 0.0070173616986721008 -39.499999999999993 2.3850000000000002 1.6450000000000002 3.7350000000000008 0.011652591172605703 6.0550000000000006 -67.499999999999986 1.0000000180025095e-35 9.1600000000000019 -55.499999999999993 -57.499999999999993 0.8784809708595277 7.5550000000000006 decision_type=2 2 2 8 2 10 8 2 10 10 10 8 10 2 10 10 2 10 10 10 10 2 10 10 2 10 10 10 2 10 left_child=1 7 6 4 5 9 10 -1 -7 -4 -3 -12 13 -5 16 -6 -14 19 -8 -11 21 -10 24 -24 -22 26 27 28 -25 -30 right_child=-2 2 3 12 15 8 18 -9 20 17 11 -13 14 -15 -16 -17 -18 -19 -20 -21 22 -23 23 25 -26 -27 -28 -29 29 -31 leaf_value=-0.0085170630034323135 0.0087243220154887141 -0.0018071005420396652 -0.0030766404939647309 -0.00066385415872835193 0.0036322062321735449 0.0049397946326591004 0.00081210216184164326 -0.0049074686628555689 -0.0020609652391319409 0.0011889586160354633 0.001476426476266989 0.085282997130792959 -0.0064762956831718541 0.0029447652095768578 0.003705952022693929 -0.0017372536084267283 -0.0017559389854824403 -0.0030341340931152034 -0.005795842585429231 -0.0027008871589684663 0.0013606261831128645 0.0002533710008119562 0.00092395689126866941 -0.0078088788032428351 -0.00022527889982922031 0.004457813401230486 -0.00022507611517580512 -0.014174175660840296 0.0076811676307570525 -0.0077682841314922479 leaf_weight=411.56063973190612 534.43756907555507 735.02627774886787 340.95609590131789 1454.8668969506398 460.86832796782255 116.84277411922812 38.839730356819928 324.79495417917497 367.0696226884611 520.77631082013249 186.36269804136828 0.62711820565163989 82.656377150095068 278.08651079819538 51.779699215199798 66.431339544709772 758.2220670140814 165.55083579197526 205.36921977763996 112.13344587944448 3341.8464431185275 1010.3887495473027 690.27576531190425 101.2089922549203 995.90413313033059 27.67949494253844 101.17239806149155 23.444783629849553 20.781240645796061 12.305808734148739 leaf_count=342156 115548 97610 2788 13904 10596 962 699 139907 8474 4058 17433 23 11640 14087 802 1560 14834 1237 44277 1130 43986 5956 6016 672 9157 286 835 162 288 97 internal_value=0 -0.000359635 3.44473e-05 0.000232493 0.000519452 0.000357826 -0.00185074 -0.00692493 0.000599083 -0.00108387 -0.00108418 0.00175749 -0.000693829 -8.47801e-05 -0.0018762 0.00295574 -0.00221994 -0.000232925 -0.0047449 0.00049979 0.000523294 -0.000363361 0.0007531 -0.000327789 0.000996518 -0.00334269 -0.00417662 -0.00671107 -0.0054082 0.00193517 internal_weight=0 13003.8 12267.5 11101.2 8475.64 7948.34 1166.23 736.356 6808.92 1139.42 922.016 186.99 2625.61 1732.95 892.658 527.3 840.878 798.461 244.209 632.91 6692.08 1377.46 5314.62 976.868 4337.75 286.593 258.913 157.741 134.296 33.087 internal_count=911180 795632 313569 153527 98260 86104 160042 482063 76891 9213 115066 17456 55267 27991 27276 12156 26474 6425 44976 5188 75929 14430 61499 8356 53143 2340 2054 1219 1057 385 is_linear=0 shrinkage=0.01 Tree=785 num_leaves=31 num_cat=0 split_feature=4 5 2 10 10 10 6 4 10 2 3 2 2 6 10 6 10 6 10 2 3 2 4 2 3 2 10 2 6 10 split_gain=10.2922 8.56662 18.4033 11.5859 22.3242 19.8414 16.7681 11.6347 10.0863 11.6465 16.5055 27.3268 15.2777 14.7763 9.16656 17.7606 20.85 16.047 23.5844 16.7814 22.1953 15.6744 19.7439 14.7265 25.6132 32.1358 31.9124 13.3183 12.954 12.7792 threshold=42.000000000000007 3.5000000000000004 0.2573593073593074 5.7250000000000005 9.1600000000000019 5.3450000000000006 340.50000000000006 27.500000000000004 5.5650000000000004 0.80070921985815613 0.68091632946090597 0.32087118565105982 0.30735492577597845 63.500000000000007 5.4450000000000012 6.5000000000000009 6.1150000000000011 303.50000000000006 7.5550000000000006 0.39352982211370774 0.60535266738274263 0.82683658170914553 29.500000000000004 0.6401754385964914 0.68783602150537648 0.33460559796437661 5.6050000000000013 0.41476388168137007 45.500000000000007 5.7650000000000006 decision_type=10 8 2 8 10 10 2 8 10 2 2 2 2 2 8 2 10 2 8 2 2 2 10 2 2 2 10 2 2 10 left_child=1 14 3 5 -5 -3 -7 -6 -4 10 11 12 -10 -13 21 16 -16 23 19 -19 -21 -1 -23 24 25 26 28 -20 -17 -27 right_child=-2 2 8 4 7 6 -8 -9 9 -11 -12 13 -14 -15 15 17 -18 18 27 20 -22 22 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=-0.00022590266217412271 0.014443475080207532 0.00030997410236974286 -0.0037280001215794505 -0.0033037843538883368 0.00089962763071900183 0.0056182350209622476 0.025262951011278668 0.013176766179523068 0.13786734531802111 -0.0042293677778088672 -0.007496555999403188 0.0032139105031489218 0.033624645644300774 -0.0053868487212316808 0.00043031176163200026 0.014968737772318925 -0.0019369407539104584 -0.010435588487413048 0.00028654932032333582 -0.0014681983538347321 0.081643405407726383 -0.0013151645646313167 0.0025604858565374841 -0.001184332697939982 0.00062032835898642182 0.00050442679954692214 0.0029677653638375961 0.01650003747720629 0.0035150805127055025 0.0038560127550610985 leaf_weight=8432.4679241000558 4.9311066829832262 146.4314467254444 240.48218766614445 121.97678457648726 18.112685080908708 53.284328243404161 4.7307904989575027 13.451512233150423 0.20603308873250981 68.51404453185387 21.220722530037165 111.5804630126222 0.44265928765526041 24.33095842396142 1602.5676525036106 52.573673977225553 484.56421958463034 35.105921825685073 13.368524876044832 35.695518349006306 0.32423901563743029 186.95571187022142 442.69273759610951 173.15439906757092 692.28504242058261 224.63927507185144 66.877673622570001 8.158031272585502 12.158059364359358 230.49073309777305 leaf_count=526173 307 10559 36008 8388 10983 4704 402 3083 5 2664 8680 6016 99 6925 94924 1155 29407 5563 1813 5547 35 9307 15827 19053 57575 21111 3064 207 995 20601 internal_value=0 -6.30092e-06 -0.000993877 0.000711826 -0.00136408 0.00227085 0.00722015 0.0061317 -0.00230204 -0.000786679 0.000708258 0.00198324 0.0667335 0.0016742 5.78642e-05 0.000482334 -0.000119287 0.00129515 -0.0027398 -0.00551541 -0.000720053 -0.000112257 0.00140972 0.00155259 0.00192311 0.00346025 0.00781232 0.00643106 0.0128175 0.00220176 internal_weight=0 13518.8 824.765 357.988 153.541 204.447 58.0151 31.5642 466.777 226.295 157.781 136.56 0.648692 135.911 12694.1 3631.96 2087.13 1544.83 92.6522 71.1257 36.0198 9062.12 629.648 1452.18 1279.02 586.739 131.609 21.5266 64.7317 455.13 internal_count=911180 910873 98516 38119 22454 15665 5106 14066 60397 24389 21725 13045 104 12941 812357 261050 124331 136719 13165 11145 5582 551307 25134 123554 104501 46926 5214 2020 2150 41712 is_linear=0 shrinkage=0.01 Tree=786 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 10 1 11 10 1 10 11 10 1 3 10 11 10 1 10 10 18 1 10 10 0 10 1 3 1 split_gain=418.656 332.036 44.9404 28.901 32.8581 27.2742 25.5509 23.6617 21.9357 18.9012 18.5827 29.852 18.5739 39.5612 17.6144 16.8222 16.4459 16.0299 16.0127 14.1101 13.6085 13.5702 23.5824 13.3443 15.9246 15.8091 19.551 50.1941 18.4416 21.8127 threshold=0.99998754262924205 5.1029428504989491e-06 0.00032736793218645006 -1.0000000180025095e-35 0.99473056197166454 2.5450000000000004 -11.499999999999998 6.6807518805944721e-07 2.6250000000000004 -78.499999999999986 3.9350000000000005 0.98755538463592529 5.5950000000000006 -16.499999999999996 0.54186137071651097 6.4450000000000012 0.0070173616986721008 5.6250000000000009 -39.499999999999993 2.3850000000000002 1.6450000000000002 1.0000000180025095e-35 -49.499999999999993 3.9350000000000005 4.1450000000000005 1.0000000180025095e-35 6.0450000000000008 -67.499999999999986 0.68199436222692045 -176.49999999999997 decision_type=2 2 2 8 2 10 8 2 10 10 10 2 10 8 2 10 2 10 10 10 10 2 10 10 10 2 10 10 2 10 left_child=1 7 6 4 5 9 12 -1 -7 14 11 -5 -3 21 -4 16 -12 -6 20 -8 -11 -14 -23 -10 -25 26 -26 28 -28 -30 right_child=-2 2 3 10 17 8 19 -9 23 18 15 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 25 -27 27 -29 29 -31 leaf_value=-0.0085037555278262549 0.0087115737428396858 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757.50034391647205 230.67911425791681 165.47703179717064 204.19201947556576 112.02100275829434 10.73118629644159 0.41356002143584092 220.24824134958908 3035.1618274014909 980.33789628138766 224.17656668275595 252.65519477520138 126.86999763734639 271.62561627104878 leaf_count=342156 115548 97610 1685 13904 7202 962 699 139907 16783 4058 11640 14087 16533 23 1103 802 14834 4954 1237 44277 1130 880 20 2534 40066 8999 2012 2110 1091 2334 internal_value=0 -0.000356366 3.40073e-05 0.000230081 0.000514025 0.000353832 -0.00183525 -0.00690275 0.000593435 -0.00107834 -0.000687094 -8.33373e-05 -0.00107416 0.00173639 -0.00305008 -0.00186029 -0.00220136 0.00293453 -0.000236824 -0.00471923 0.00048731 0.00145917 0.0121593 0.000518461 0.000766826 0.000648373 0.000933039 -0.000383624 0.00114175 -0.000149033 internal_weight=0 12992.8 12261.7 11097.6 8474.12 7948.1 1164.07 731.185 6808.96 1139.14 2623.46 1732.09 921.01 187.315 340.747 891.375 839.622 526.017 798.393 243.058 632.916 186.636 11.1447 6692.2 5111.08 4890.83 3910.49 875.327 622.672 398.496 internal_count=911180 795632 313569 153527 98260 86104 160042 482063 76891 9213 55267 27991 115066 17456 2788 27276 26474 12156 6425 44976 5188 17433 900 75929 59146 56612 47613 7547 5437 3425 is_linear=0 shrinkage=0.01 Tree=787 num_leaves=31 num_cat=0 split_feature=4 10 1 1 3 1 6 6 6 1 10 3 6 1 1 4 6 10 6 1 1 1 10 6 10 10 10 1 0 6 split_gain=10.188 7.74882 20.8644 41.7931 25.6014 24.3785 24.1662 24.2188 20.1581 21.0207 22.2829 19.2099 18.1917 25.4316 17.0447 34.2998 25.2129 21.9764 29.1269 18.9029 17.1505 16.8552 16.1262 16.0314 15.8532 15.4891 17.5167 15.819 14.9913 13.7548 threshold=42.000000000000007 5.4450000000000012 -287.49999999999994 -288.49999999999994 0.37341365461847392 -282.49999999999994 348.50000000000006 1.5000000000000002 63.500000000000007 -317.49999999999994 5.4450000000000012 0.97385509227614497 80.500000000000014 -135.49999999999997 -122.49999999999999 23.500000000000004 1.5000000000000002 4.1150000000000011 76.500000000000014 -133.49999999999997 -11.499999999999998 -26.499999999999996 5.2150000000000007 1.0000000180025095e-35 9.7700000000000014 9.7700000000000014 5.8350000000000009 -270.49999999999994 1.0000000180025095e-35 37.500000000000007 decision_type=10 8 10 10 2 10 2 2 2 8 10 2 2 8 10 8 2 10 2 10 10 10 10 2 8 10 10 10 2 2 left_child=1 14 3 8 12 -6 7 -7 29 10 -10 28 23 -14 16 20 -1 18 19 -18 22 -8 -16 25 -25 26 -4 -28 -11 -3 right_child=-2 2 4 -5 5 6 21 -9 9 11 -12 -13 13 -15 15 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=8.8104540935538437e-05 0.014444544855796784 0.0015230948626178088 0.00049286749711130581 0.017404484421244714 -0.0093842872870055528 -0.0007702770524326551 -0.0081104919829237346 0.0016494461170516736 0.045377278248555621 -0.0081116690170687719 0.0013682657478301451 0.011180796734317417 0.018047320346216686 -0.00067729387614870668 -0.0039157895387347871 0.00049245578450539732 -0.0013262088944337475 -0.0024507221935787999 0.0020487881090699056 -0.015352074882586783 0.013067098207073536 0.0080499394155739406 0.0012169774105562092 -0.0019003465414928031 -0.0062625001046526223 0.014066074716672386 0.025882282888507985 -0.0037461707435697323 0.015677780259107404 0.006883862611476034 leaf_weight=2432.2649225951172 4.8804626463679588 898.94414921884891 373.77022197283804 16.347486137412488 24.271667064051144 604.38905320590129 46.784207410528325 1310.6065052605118 1.1746511298697431 68.46830241967109 55.974916003702674 6.1855290959356344 11.366474466311045 20.045554951357193 305.11989796295529 4494.448975998559 731.4572008002433 1029.7657706318132 333.31588276551338 9.7366885186638665 6.8598842502105972 7.4868058913853011 76.572386644838843 297.76312481006607 115.68078182358295 7.1937189005548126 1.8221449106931675 163.18008291127626 2.7555282520479514 50.554585223959293 leaf_count=129030 307 81959 11563 729 2332 22841 7805 125863 15 15739 5307 372 1518 2309 27340 222972 28802 160379 14980 283 670 119 9106 17292 10264 329 36 5625 191 5103 internal_value=0 -6.24247e-06 0.000357516 0.00153449 -7.64646e-05 0.000576503 0.000699272 0.000885761 0.00129518 -0.00232717 0.00227283 -0.00572324 -0.00139024 0.00609823 -0.000163986 0.000246029 -0.000605313 -0.00140681 -0.000406371 -0.00151046 -0.00260444 -0.00588112 -0.00288609 -0.00163542 -0.00312087 -0.000510531 -0.000705159 -0.00341898 -0.0071913 0.00180852 internal_weight=0 13504.3 4084.77 1100.41 2984.36 1993.54 1969.27 1915 1084.06 134.559 57.1496 77.4094 990.822 31.412 9419.54 4883 4536.54 2104.28 1074.51 741.194 388.552 54.271 381.692 959.41 413.444 545.966 538.772 165.002 71.2238 949.499 internal_count=911180 910873 317311 109415 207896 158960 156628 148704 108686 21624 5322 16302 48936 3827 593562 260088 333474 204444 44065 29085 37116 7924 36446 45109 27556 17553 17224 5661 15930 87062 is_linear=0 shrinkage=0.01 Tree=788 num_leaves=31 num_cat=0 split_feature=11 11 11 11 46 11 11 6 3 11 46 3 3 3 4 28 6 46 4 3 6 4 0 11 3 6 3 4 6 4 split_gain=413.706 327.604 44.1964 25.5073 25.2706 23.6739 12.3427 10.1105 27.4484 11.3823 11.2903 10.5241 9.96032 45.0499 9.74487 9.70328 18.7507 11.233 13.8918 11.9746 11.4294 12.4596 10.6672 10.1313 9.57329 8.85165 8.84842 8.75489 8.48172 15.2964 threshold=0.99998754262924205 5.1029428504989491e-06 0.0016333823441527001 0.99473056197166454 1.0000000180025095e-35 6.6807518805944721e-07 0.99999946355819713 309.50000000000006 0.6586800573888093 0.99989646673202526 1.0000000180025095e-35 0.25108695652173912 0.21498599439775909 0.22271825396825398 24.500000000000004 1.0000000180025095e-35 15.500000000000002 1.0000000180025095e-35 23.500000000000004 0.71516754850088193 1.0000000180025095e-35 23.500000000000004 1.0000000180025095e-35 0.8784809708595277 0.78297101449275375 358.50000000000006 0.66349106014087067 28.500000000000004 14.500000000000002 19.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 8 2 2 10 2 2 2 2 2 10 2 10 left_child=1 5 4 15 -3 -1 -2 10 -9 -10 14 12 -12 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13.500000000000002 0.99999946355819713 6.5000000000000009 1.0000000180025095e-35 390.50000000000006 408.50000000000006 0.6586800573888093 0.99989646673202526 0.78297101449275375 6.5000000000000009 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 17.500000000000004 0.19929078014184398 23.500000000000004 1.0000000180025095e-35 1.5000000000000002 7.5000000000000009 28.500000000000004 29.500000000000004 1.0000000180025095e-35 0.74213338610726309 decision_type=2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 10 2 2 2 8 2 2 8 2 10 8 2 8 2 2 left_child=1 4 5 18 8 -3 -7 -2 -1 10 -10 13 -13 -5 -6 -16 -17 -15 22 20 -20 -22 29 24 26 -26 27 -24 -21 -4 right_child=7 2 3 11 14 6 -8 -9 9 -11 -12 12 -14 17 15 16 -18 -19 19 28 21 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.008679879671753642 0.0059541159112160092 -0.0035934005552059447 0.0026048311093667263 0.0011001281548190809 -0.0056729132331786716 -0.002062769280752403 0.00048882635233009407 0.0095567917431638259 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68325 7559 2708 45528 41766 5664 1016 4648 4462 60766 3762 is_linear=0 shrinkage=0.01 Tree=790 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 6 1 2 6 5 5 1 5 11 2 6 6 2 2 11 5 6 2 5 1 6 2 11 split_gain=404.06 319.264 42.7393 39.3365 23.6821 23.5341 28.5755 16.5351 24.7311 15.515 15.057 16.1229 13.7003 13.3033 13.0853 12.4453 11.2166 16.0138 10.7781 10.5385 10.433 11.4611 10.25 13.5908 11.7673 10.0329 63.0419 71.8159 80.2093 39.1552 threshold=0.99998754262924205 5.1029428504989491e-06 0.0043998162727802515 -39.499999999999993 6.6807518805944721e-07 -390.49999999999994 0.99473056197166454 313.50000000000006 -62.499999999999993 0.88478556841388711 158.50000000000003 4.5000000000000009 3.5000000000000004 -23.499999999999996 3.5000000000000004 0.99999946355819713 0.14337101747173689 233.50000000000003 54.500000000000007 0.55028089887640463 0.77442071785552036 0.99894970655441295 1.5000000000000002 24.500000000000004 0.89596861471861489 6.5000000000000009 -64.499999999999986 71.500000000000014 0.36398872445384073 4.5252242841797857e-07 decision_type=2 2 2 8 2 10 2 2 8 2 2 10 10 10 8 2 2 2 2 2 2 2 10 2 2 10 8 2 2 2 left_child=1 4 3 -3 25 9 -7 12 -9 10 11 14 -8 -5 20 -2 17 -12 -14 -6 21 -4 23 -11 -24 -1 27 29 -29 -27 right_child=15 2 5 13 19 6 7 8 -10 22 16 -13 18 -15 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.0086680279560972136 0.0059288369522968593 -0.0003462803671343382 -0.0010838177909472595 -0.0035085737535616411 -0.0036878130204736786 0.00046110401428060138 0.0038977646610355203 -0.016165360311683342 0.0050006564391216245 0.0041226323275889752 0.016797988176231848 0.0053888178128112677 0.00010314031820999872 0.001005515658100844 -0.0059959280773929256 0.0095509497856909441 0.0012914764073340408 -0.0017751801251854784 -0.015533660200260932 -0.0077682013671642181 -0.0060078923230812856 0.0014395262025938571 0.023507360446513022 -0.013957595187945751 -0.0048073669770987999 -0.0100300109325661 -0.010010818463688316 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internal_count=911180 795632 313569 153527 113853 160042 482063 77995 39674 25034 72 24962 14640 4160 963 3197 115066 17456 826 7977 2377 70018 15281 12169 17433 13270 637 1888 1645 288 is_linear=0 shrinkage=0.01 Tree=792 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 1 6 2 5 6 2 5 11 5 5 1 2 1 3 2 6 5 6 5 3 6 3 11 split_gain=394.622 311.112 41.459 41.9571 23.6865 21.8163 24.4915 21.0852 14.413 13.2824 13.2341 16.6721 12.7905 14.6108 12.609 11.7799 13.3538 13.2109 23.4766 22.9561 11.5737 16.1546 11.5612 11.2491 10.935 10.7901 15.8783 13.6976 13.4586 12.1636 threshold=0.99998754262924205 5.1029428504989491e-06 0.011652591172605703 -39.499999999999993 6.6807518805944721e-07 -364.49999999999994 0.99473056197166454 -23.499999999999996 212.50000000000003 0.88478556841388711 3.5000000000000004 54.500000000000007 0.88956639566395668 1.5000000000000002 0.99999946355819713 5.5000000000000009 3.5000000000000004 -371.49999999999994 0.75110619469026563 -371.49999999999994 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10.1056 26.9356 10.026 8.68809 8.93665 8.77245 8.41828 7.91744 7.31698 15.2266 10.6079 12.0697 8.54939 7.8506 7.17187 7.15475 7.10931 7.09345 7.43406 7.02878 6.87105 threshold=0.99998754262924205 5.1029428504989491e-06 0.00025326936156485003 0.78322452306747448 6.6807518805944721e-07 18.500000000000004 0.5265987549518959 0.99999946355819713 0.55028089887640463 6.5000000000000009 1.0000000180025095e-35 0.99766892194747936 2.5000000000000004 0.13079116179615108 0.99894970655441295 2.5000000000000004 0.82683658170914553 19.500000000000004 0.27320574162679429 1.0000000180025095e-35 1.0000000180025095e-35 0.41699475065616803 17.500000000000004 0.2688089013099671 0.77442071785552036 0.32515060240963861 0.21498599439775909 0.98755538463592529 0.11558704453441292 0.13079116179615108 decision_type=2 2 2 2 2 8 2 2 2 10 2 2 8 2 2 10 2 8 2 2 2 2 10 2 2 2 2 2 2 2 left_child=1 4 25 17 9 6 -5 -2 15 -1 -11 -8 14 28 16 -6 24 18 22 -20 -21 -22 -4 -23 -7 -3 27 -26 -14 -17 right_child=7 2 3 5 8 12 11 -9 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6.2738485698355353 0.12549339188262809 35.227198496693745 77.253597738686949 222.98858221853152 424.42211051448248 6.8421978758706272 152.28969962708652 7597.3259500197601 48.317183774895966 488.51682147639804 20.39288805029355 20.222647423390303 70.469516874291003 6.9405671041458836 13.422407703474169 782.92579978296999 3.2427317127585402 8.5764670269563776 11.77391784545034 20.741769832209684 leaf_count=332491 17679 27232 1383 2512 86669 16702 575 97869 34985 9632 33 1051 966 2513 16158 3087 2103 106555 451 7430 271 339 726 38 95 126252 32 104 81 15166 internal_value=0 -0.000337032 3.19514e-05 0.000208283 -0.00677033 0.00105593 0.00316351 0.0086334 -0.00472862 -0.00842344 0.00403891 0.000140032 0.000828644 -0.00073425 0.00104738 -0.0036034 0.000743198 -7.64733e-05 -0.000996565 -0.000182831 0.000221654 -0.00458755 -0.00338481 -0.00826133 0.000542148 -0.00186825 -0.00474105 -0.00270576 0.00194417 0.00157652 internal_weight=0 12937 12235.3 11196.3 701.757 2815.45 274.064 503.501 313.975 387.782 6.39934 102.598 2541.39 312.016 2229.37 228.312 1804.95 8380.83 783.507 584.39 536.073 47.5561 199.116 27.1632 1652.66 1038.98 25.2416 21.9989 89.0275 27.584 internal_count=911180 795632 313569 160085 482063 42892 4138 115548 139907 342156 9665 1626 38754 3560 35194 104922 19036 117193 10638 8529 8078 648 2109 377 16933 153484 231 199 1047 18253 is_linear=0 shrinkage=0.01 Tree=794 num_leaves=31 num_cat=0 split_feature=4 5 10 1 10 10 10 1 1 5 1 1 10 1 10 4 1 5 1 10 0 10 1 1 1 4 4 10 1 4 split_gain=10.0615 7.98467 13.5999 13.7955 25.5385 19.8549 19.3425 32.3878 18.7207 17.3242 15.9191 15.7173 43.5726 14.1577 12.8887 12.8656 12.6415 19.5128 12.2651 11.7152 10.5315 9.75506 60.2025 8.68348 9.54751 23.4619 8.65852 8.45079 15.0814 33.0579 threshold=42.000000000000007 3.5000000000000004 9.7700000000000014 -64.499999999999986 6.7350000000000012 5.4350000000000014 4.9150000000000009 -36.499999999999993 -198.49999999999997 6.5000000000000009 -63.499999999999993 -200.49999999999997 6.1250000000000009 -63.499999999999993 7.1150000000000011 29.500000000000004 -61.499999999999993 4.5000000000000009 -59.499999999999993 4.955000000000001 1.0000000180025095e-35 6.9850000000000012 -56.499999999999993 -65.499999999999986 -125.49999999999999 27.500000000000004 7.5000000000000009 5.4450000000000012 -216.49999999999997 23.500000000000004 decision_type=10 8 10 10 10 8 10 10 8 10 10 8 10 10 10 8 10 8 10 10 2 10 10 10 10 8 10 8 10 10 left_child=1 27 3 8 5 6 -5 13 11 -10 -6 -3 -13 15 21 -8 17 23 -7 -15 -18 -12 -23 24 -4 -26 -11 28 -1 -30 right_child=-2 2 16 4 10 18 7 -9 9 26 14 12 -14 19 -16 -17 20 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.00059056187851584771 0.014475824037413695 0.00010312944421438107 0.00050500176303618419 -0.0025366683248795991 -0.041210223530652915 0.0024293946913378629 0.09172566033668117 0.020760870403802686 -0.0040467716821066717 -0.0095964298564505009 0.020218820887991731 0.0022207814933948361 0.094925765032673831 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24811 1154 2911 17 510 30 753 40121 367 78 270 27 168 1861 97 8688 263 1553 1545 15 38 21 8591 354 194 4079 261050 44021 246052 internal_value=0 -6.15471e-06 -0.000963326 -0.00124976 0.001464 -0.000730242 0.00228061 0.00752914 -0.0019016 -0.00319481 0.00916958 0.000400462 0.0237706 0.000843564 0.0101134 0.0337562 0.00483835 0.00821152 -0.00633937 -0.000924992 -0.00489499 0.0291414 0.0631809 0.00137891 0.00568616 0.0204765 0.00185541 5.59932e-05 -0.000107879 0.0002393 internal_weight=0 13422.7 818.383 779.88 151.045 117.567 76.502 36.6122 628.835 402.645 33.4782 226.19 2.8416 24.3227 32.8625 1.24033 38.5034 28.5939 41.0645 23.0824 9.90944 3.21185 0.667055 16.9786 12.4591 3.23224 58.1208 12604.3 8999.68 5234.6 internal_count=911180 910873 98516 79257 9582 7567 5504 2593 69675 44567 2015 25108 297 1840 1998 127 19259 10556 2063 1713 8703 137 59 10293 1702 548 4446 812357 551307 290073 is_linear=0 shrinkage=0.01 Tree=795 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 6 1 1 6 3 3 6 11 6 5 5 11 2 2 1 5 1 6 3 11 6 6 3 split_gain=385.511 302.984 40.2479 30.6313 25.3292 24.1599 23.6771 15.5454 22.9515 16.5679 12.7717 17.4549 15.6547 15.6027 12.7093 11.9233 11.6367 16.5782 11.1273 10.8121 10.55 10.1101 10.0979 56.6229 49.9464 64.5812 30.3494 30.7041 10.0936 9.77094 threshold=0.99998754262924205 5.1029428504989491e-06 0.00048551171494175006 -39.499999999999993 0.97252115607261669 -9.4999999999999982 6.6807518805944721e-07 313.50000000000006 -62.499999999999993 -344.49999999999994 158.50000000000003 0.85379556042751448 0.69056183624528955 249.50000000000003 0.99999946355819713 13.500000000000002 5.5000000000000009 3.5000000000000004 0.99989646673202526 0.61138079827400227 0.55028089887640463 -27.499999999999996 6.5000000000000009 -64.499999999999986 71.500000000000014 0.65235814296241723 4.5252242841797857e-07 1.5000000000000002 1.5000000000000002 0.68703358208955234 decision_type=2 2 2 8 2 8 2 2 8 10 2 2 2 2 2 2 10 8 2 2 2 10 10 8 2 2 2 2 2 2 left_child=1 6 3 15 5 -4 22 9 -9 19 12 -12 16 -13 -2 -3 17 28 -11 -6 -8 -5 -1 24 26 -26 -24 -28 -7 -30 right_child=14 2 4 21 7 10 20 8 -10 18 11 13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 27 -29 29 -31 leaf_value=-0.00862001505498451 0.0058158691657229766 -0.0015335076681624741 0.00030330522314935557 -0.0045527526260323086 -0.00026376383976658171 -1.7073200424983824e-05 -0.0035798889843851808 -0.013250011586924135 0.0014141533578915428 0.0021664912385192334 0.00077037106827627835 0.018870829358352374 -0.0029148833099321009 -0.0032313576746545126 0.0095279619098251334 0.00077270905374022441 0.0057251372343201327 -0.0078229095175053574 0.0058427752451499409 0.0027764982687039732 -0.0077089340394408011 0.0004516325617041979 -0.010029604805656036 -0.010010534468872552 -0.010021453302266064 0.27865454429312037 0.22963154416419707 -0.010022750161904815 -0.0019066729409892588 0.015468388450985745 leaf_weight=378.0251679517969 122.07528979808558 574.56169297150336 7417.9583903150633 344.31287465547211 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-0.00179121 internal_weight=0 12927.4 12230.5 1332.22 10898.3 9413.59 696.905 1484.73 44.7079 1440.02 1995.63 124.206 1871.43 15.1782 499.361 942.176 1477.96 1450.05 787.52 652.499 312.489 390.044 384.416 6.39064 1.16662 0.331316 0.835308 0.218409 1417.26 490.3 internal_count=911180 795632 313569 169660 143909 110973 482063 32936 407 32529 36049 2987 33062 237 115548 109674 24849 24409 14905 17624 139907 59986 342156 9665 635 153 482 70 23188 10433 is_linear=0 shrinkage=0.01 Tree=796 num_leaves=31 num_cat=0 split_feature=11 11 11 1 11 1 11 1 6 6 1 11 5 5 6 6 5 1 6 11 11 6 1 1 1 5 5 1 1 5 split_gain=380.972 299.072 39.6633 40.6374 23.6758 20.8387 23.4401 20.5546 13.9846 12.9483 21.3022 12.7587 11.3411 10.9632 10.7433 10.6202 10.0003 51.9691 37.2996 37.8715 25.8346 21.7137 11.37 33.0982 9.9074 9.48956 18.9901 10.8491 9.41117 17.9723 threshold=0.99998754262924205 5.1029428504989491e-06 0.011652591172605703 -39.499999999999993 6.6807518805944721e-07 -364.49999999999994 0.99473056197166454 -23.499999999999996 212.50000000000003 313.50000000000006 -62.499999999999993 0.99999946355819713 3.5000000000000004 1.5000000000000002 303.50000000000006 54.500000000000007 6.5000000000000009 -64.499999999999986 71.500000000000014 2.3209557298287112e-07 4.5252242841797857e-07 1.5000000000000002 -65.499999999999986 -328.49999999999994 -348.49999999999994 4.5000000000000009 3.5000000000000004 -371.49999999999994 -351.49999999999994 3.5000000000000004 decision_type=2 2 2 8 2 10 2 10 2 2 8 2 10 10 2 2 10 8 2 2 2 2 10 10 10 10 8 8 10 10 left_child=1 4 3 13 16 8 14 -5 25 12 -11 -2 -8 -3 28 -14 -1 18 20 22 -18 -22 23 -20 -6 26 27 -4 29 -7 right_child=11 2 5 7 24 6 9 -9 -10 10 -12 -13 15 -15 -16 -17 17 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0086077434968088139 0.005790429647238673 0.00017187695717601841 0.0041484947879646943 -0.0031841720897302604 -0.0073573692431107909 0.0010334539219799272 0.0037057062351768684 0.0017627920523086641 0.003246490623620475 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35742 36306 511 is_linear=0 shrinkage=0.01 Tree=797 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 4 3 11 5 18 3 5 3 4 5 3 11 4 3 3 4 11 3 3 4 11 3 3 5 28 split_gain=376.483 295.203 39.1702 25.9717 23.6738 13.1678 14.3197 12.8077 9.90464 16.6115 9.55178 10.8979 21.4964 34.7792 8.49503 8.44391 7.684 7.148 14.9591 10.3961 7.71537 7.13456 13.2362 6.97563 6.56883 6.17932 6.13043 7.53353 6.08697 6.03627 threshold=0.99998754262924205 5.1029428504989491e-06 0.00025326936156485003 0.78322452306747448 6.6807518805944721e-07 18.500000000000004 0.47637648809523808 0.99999946355819713 6.5000000000000009 1.0000000180025095e-35 0.78297101449275375 6.5000000000000009 0.8577380952380953 28.500000000000004 3.5000000000000004 0.35743321718931476 0.99951267242431652 19.500000000000004 0.27320574162679429 0.99938118811881205 17.500000000000004 0.99766892194747936 0.37341365461847392 0.32515060240963861 42.000000000000007 0.0089773964136838514 0.74478940512375169 0.71516754850088193 13.500000000000002 1.0000000180025095e-35 decision_type=2 2 2 2 2 8 2 2 10 2 2 10 2 10 8 2 2 8 2 2 10 2 2 2 8 2 2 2 8 2 left_child=1 4 23 17 8 6 15 28 -1 -10 -6 -12 13 -13 16 -5 29 18 20 -20 -4 22 -17 -3 25 -19 27 -16 -2 -7 right_child=7 2 3 5 10 14 -8 -9 9 -11 11 12 -14 -15 26 21 -18 24 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0085953865947541695 0.0058426671734626004 -0.0032687494318738687 -0.0018987203668675047 0.0022812008948339415 -0.0055164749158557848 0.00062654651309108098 0.005322743390320607 0.0095158689748535922 0.0011382888818615941 0.097056938206960111 -0.0013722174679989966 -0.010020896002565467 -0.010058261842021779 0.34233818917909942 -0.0020534282957436591 -0.016915031631081739 0.0023671011972608851 -0.00046140417794298316 0.00022048091138640835 -0.0046277435383967301 -0.0060201051854333635 0.0048022234497009531 -0.0014829128646538807 -0.0013619289680178034 0.014110054061539682 0.00018366343389267557 0.0021078070889741052 -0.024837454791698119 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0.000969965 -7.60507e-05 -0.000985782 -0.000179567 -0.00335553 -0.00343806 -0.0058872 -0.00183092 1.77275e-05 1.15907e-05 -0.00128814 -0.00229513 0.00576496 0.000736676 internal_weight=0 12910.4 12222.8 11188.3 687.65 2809.75 272.962 490.992 378.047 6.45127 309.603 60.2935 0.28158 0.112068 2536.79 131.039 2357.52 8378.57 782.98 584.221 198.758 35.3517 27.252 1034.45 7595.59 7592.28 179.269 138.269 120.709 2020.19 internal_count=911180 795632 313569 160085 482063 42892 4138 115548 342156 9665 139907 27069 115 64 38754 2142 36418 117193 10638 8529 2109 345 201 153484 106555 106527 2336 1950 17679 22602 is_linear=0 shrinkage=0.01 Tree=798 num_leaves=31 num_cat=0 split_feature=4 5 10 6 1 0 0 1 1 10 10 1 1 10 10 6 2 10 2 2 10 1 10 6 2 5 2 2 6 6 split_gain=9.87313 7.6802 12.2173 17.9083 13.3826 15.2381 9.41432 16.8105 22.0243 12.476 12.2334 28.9697 20.7058 48.4852 26.3994 17.5159 13.297 11.9806 12.7695 10.4164 10.2645 13.6302 12.4481 35.0411 10.1308 12.3034 14.2155 10.0563 13.2497 12.9417 threshold=42.000000000000007 2.5000000000000004 9.7700000000000014 35.500000000000007 -306.49999999999994 1.0000000180025095e-35 1.0000000180025095e-35 -35.499999999999993 -38.499999999999993 4.9850000000000012 6.6750000000000007 -63.499999999999993 -59.499999999999993 7.3800000000000008 6.8650000000000011 3.5000000000000004 0.64326765188834167 6.9050000000000011 0.75110619469026563 0.74891304347826104 3.0850000000000004 -13.499999999999998 4.745000000000001 3.5000000000000004 0.55440163581575563 4.5000000000000009 0.66751700680272119 0.62532051282051293 1.0000000180025095e-35 174.50000000000003 decision_type=10 8 10 2 8 2 2 10 10 10 8 10 10 8 8 2 2 8 2 2 10 10 8 2 2 10 2 2 2 2 left_child=1 -1 4 -4 5 -3 10 8 -8 -10 16 17 13 -13 -14 -15 20 -12 24 -16 -6 27 23 -23 -19 -26 -27 -22 -29 -30 right_child=-2 2 3 -5 6 -7 7 -9 9 -11 11 12 14 15 19 -17 -18 18 -20 -21 21 22 -24 -25 25 26 -28 28 29 -31 leaf_value=7.3694087515992123e-05 0.014469418245180814 0.0032457679371440777 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140259 17416 122843 13178 12776 328 109665 16482 2102 1397 705 1369 93183 14380 13037 647 80754 79158 230 105 12014 3969 175 78928 2512 1166 is_linear=0 shrinkage=0.01 Tree=799 num_leaves=31 num_cat=0 split_feature=11 11 11 11 11 10 10 6 6 6 10 3 10 5 11 10 10 5 11 11 10 11 3 10 3 6 5 18 6 3 split_gain=372.047 291.333 38.4308 25.4719 23.6612 19.2635 16.0676 15.3997 14.2303 13.6977 14.2732 29.6644 18.7711 22.9191 15.3175 23.0587 14.0985 57.4455 15.7026 12.8546 12.732 13.596 13.6287 12.1902 12.0606 10.8269 9.87649 14.8681 11.4995 9.73216 threshold=0.99998754262924205 5.1029428504989491e-06 0.00025326936156485003 0.78322452306747448 6.6807518805944721e-07 5.3550000000000013 3.6650000000000005 85.500000000000014 408.50000000000006 2748.0000000000005 6.3850000000000007 0.42124060150375936 6.4450000000000012 1.5000000000000002 1.8603117496240887e-05 6.8650000000000011 5.3650000000000011 3.5000000000000004 0.00012842786236425005 0.99999946355819713 8.2700000000000014 0.99766892194747936 0.80066225165562932 6.285000000000001 0.6586800573888093 182.50000000000003 6.5000000000000009 1.0000000180025095e-35 390.50000000000006 0.32515060240963861 decision_type=2 2 2 2 2 8 10 2 2 2 8 2 8 10 2 8 10 10 2 2 8 2 2 10 2 2 10 2 2 2 left_child=1 4 5 6 26 -3 25 -7 20 10 16 14 13 -13 15 -12 17 18 -9 -2 -5 22 -22 -6 -10 -4 -1 28 -28 -16 right_child=19 2 3 8 23 7 -8 9 24 -11 11 12 -14 -15 29 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0085828431746875506 0.0057398328103932033 -0.0028344410619048871 -0.00072043253520991124 0.0009106500002421617 -0.0053779738133290771 -0.00083985947230757183 0.000286462192509404 -0.010035461490527689 -0.00085554263563298336 0.085753639132801582 0.1377531939601627 -0.010162078389578262 0.0047947210032902787 0.15703654087963778 0.0089166829414152101 0.035738984801096864 -0.0019373619715501431 0.24475905313098359 0.16210630824955619 0.0095097610829443201 -0.00017929444901139204 0.006400838906078783 0.0069737118316456253 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-7.53726e-05 1.53083e-05 0.00102518 0.00489226 0.00458475 0.00953257 0.00579936 0.0806718 0.0376409 0.0707489 -0.0006719 0.041198 0.00504672 0.00858023 0.00112005 0.00332392 0.0014781 -0.00462777 -0.00431669 -0.000605433 -0.00836802 0.00389685 0.00116538 0.023682 internal_weight=0 12901 12218 11185.4 683.048 1032.58 8377.52 369.243 2807.89 55.0868 54.8781 28.2695 24.9551 0.330413 3.31441 0.982975 26.6086 0.780617 0.662891 486.872 2758.89 239.389 149.628 308.192 48.9986 3398.7 374.856 6.45261 6.25023 2.33143 internal_count=911180 795632 313569 160085 482063 153484 117193 40129 42892 9158 9124 2087 1938 43 149 58 7037 269 235 115548 42549 13316 4500 139907 343 31277 342156 9665 9632 91 is_linear=0 shrinkage=0.01 end of trees feature_importances: page_rank_decimal=5310 bert_confidence=4175 certificate_age=3791 count_domain_occurrences=2347 script_percentage=2084 link_percentage=2019 ip_address_count=1585 TTL=746 issuer_US=630 request_url_percentage=504 issuer_GB=255 issuer_BE=224 issuer_NL=167 issuer_PL=51 domain_registration_length=22 issuer_AT=20 issuer_DE=17 abnormal_url=13 issuer_FR=13 age_of_domain=10 issuer_CN=6 issuer_JP=5 issuer_IT=2 issuer_RO=2 issuer_Apple_Public_Server_RSA_CA_12_-_G1=1 issuer_LV=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: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 0] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 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:[]